diff --git a/README.md b/README.md index f4e3a84d..d122bc96 100644 --- a/README.md +++ b/README.md @@ -96,19 +96,78 @@ The search algorithm explores the memory graph using spreading activation: 4. **Thinking Budget**: Limit exploration to N units (controls computational cost) 5. **Dynamic Weighting**: Combine activation, semantic similarity, recency, and frequency: ``` - final_weight = 0.30 × activation + 0.30 × semantic_similarity + 0.25 × recency + 0.15 × frequency + final_weight = w_a × activation + w_s × semantic_similarity + w_r × recency + w_f × frequency + + # Default weights (configurable via search parameters): + w_a = 0.30 # Activation weight + w_s = 0.30 # Semantic similarity weight + w_r = 0.25 # Recency weight + w_f = 0.15 # Frequency weight semantic_similarity = cosine_similarity(query_embedding, memory_embedding) - recency = exp(-0.1 × days_since) + recency = 1 / (1 + log(1 + days_since/365)) # Logarithmic decay with 1-year half-life frequency = normalized to [0, 1] from log(access_count + 1) / log(10) ``` + + **Weight Tuning**: All weights are configurable via `search_async()` parameters, enabling benchmark experiments with different scoring strategies (e.g., emphasizing graph structure vs semantic similarity). + + Recency uses logarithmic decay to provide meaningful differentiation over years: + - Today: 1.000 (100% weight) + - 1 week: 0.981 (barely any decay) + - 1 month: 0.927 (still very recent) + - 3 months: 0.819 (recent) + - 6 months: 0.714 + - 1 year: 0.591 (half-life point) + - 2 years: 0.477 ✓ + - 5 years: 0.358 ✓ (clearly different from 2 years!) + - 10 years: 0.294 ✓ + + This ensures old memories (2yr vs 5yr) have different weights, unlike exponential decay. 6. **Return Top-K**: Sort by final weight and return top results This approach ensures: -- Semantic relevance to query is always considered (30% weight) -- Graph structure influences results through activation (30% weight) -- Recently accessed memories get boosted (25% weight - recency bias) -- Frequently accessed memories get boosted (15% weight - importance signal) +- Semantic relevance to query is always considered (default 30% weight) +- Graph structure influences results through activation (default 30% weight) +- Recently accessed memories get boosted (default 25% weight - recency bias) +- Frequently accessed memories get boosted (default 15% weight - importance signal) + +### Search Tracing & Debugging + +The system includes comprehensive search tracing to understand and debug the search process: + +**Enable tracing**: +```python +results, trace = memory.search( + agent_id="agent_1", + query="Who works at Google?", + enable_trace=True # Returns detailed SearchTrace object +) +``` + +**Trace captures**: +- Every node visited with parent/child relationships +- All links explored (followed or pruned) with reasons +- Weight calculations broken down by component +- Entry points selected and their similarity scores +- Pruning decisions (already visited, activation too low, budget exhausted) +- Performance metrics for each search phase + +**Export trace for visualization**: +```python +# Save trace as JSON for external visualization tools +trace_json = trace.to_json() +with open("trace.json", "w") as f: + f.write(trace_json) +``` + +**Use cases**: +- Understanding why certain memories were/weren't retrieved +- Debugging search behavior +- Analyzing link type effectiveness +- Performance profiling +- Building custom visualization layers + +See `SEARCH_TRACE.md` for complete trace API documentation and `examples/trace_example.py` for a working demo. ### Self-Contained Memory Units @@ -291,7 +350,8 @@ memory.put( ### Search Memories ```python -results = memory.search( +# Basic search (trace disabled by default) +results, trace = memory.search( agent_id="agent_1", query="What does Alice do?", thinking_budget=50, # How many units to explore @@ -300,6 +360,32 @@ results = memory.search( for result in results: print(f"{result['text']} (weight: {result['weight']:.3f})") + +# Search with tracing for debugging +results, trace = memory.search( + agent_id="agent_1", + query="What does Alice do?", + thinking_budget=50, + top_k=10, + enable_trace=True # Returns detailed SearchTrace object +) + +# Analyze trace +print(f"Nodes visited: {trace.summary.total_nodes_visited}") +print(f"Entry points: {len(trace.entry_points)}") +trace_json = trace.to_json() # Export for visualization + +# Search with custom weight tuning +results, trace = memory.search( + agent_id="agent_1", + query="What does Alice do?", + thinking_budget=50, + top_k=10, + weight_activation=0.40, # Emphasize graph structure + weight_semantic=0.40, # Emphasize semantic similarity + weight_recency=0.10, # De-emphasize recency + weight_frequency=0.10 # De-emphasize frequency +) ``` ## How It Works: Example diff --git a/benchmarks/README.md b/benchmarks/README.md index e82c654d..15fc2444 100644 --- a/benchmarks/README.md +++ b/benchmarks/README.md @@ -1,6 +1,32 @@ -# Benchmarks +# Benchmark Suite -This directory contains benchmark evaluations for the Entity-Aware Memory System. +This directory contains a common benchmark framework and benchmark-specific implementations for evaluating the memory system. + +## Structure + +``` +benchmarks/ +├── common/ # Common benchmark framework +│ ├── benchmark_runner.py # Main runner with all optimizations +│ └── __init__.py +├── locomo/ # LoComo benchmark +│ ├── locomo_benchmark.py # LoComo-specific implementations +│ ├── run_benchmark.py # Runner script +│ └── locomo10.json # Dataset (place here) +└── longmemeval/ # LongMemEval benchmark + ├── longmemeval_benchmark.py # LongMemEval-specific implementations + ├── run_benchmark.py # Runner script + └── longmemeval_s_cleaned.json # Dataset (auto-downloaded) +``` + +## Common Framework + +The common framework provides a unified interface with optimizations from the working LoComo implementation: +- **Batch ingestion** via `put_batch_async` +- **Parallel question processing** with rate limiting +- **Parallel LLM judging** with configurable semaphore +- **Progress tracking** with Rich +- **Comprehensive metrics** collection ## LoComo Benchmark diff --git a/benchmarks/common/__init__.py b/benchmarks/common/__init__.py new file mode 100644 index 00000000..784540e0 --- /dev/null +++ b/benchmarks/common/__init__.py @@ -0,0 +1 @@ +"""Common benchmark framework.""" diff --git a/benchmarks/common/benchmark_runner.py b/benchmarks/common/benchmark_runner.py new file mode 100644 index 00000000..8834470d --- /dev/null +++ b/benchmarks/common/benchmark_runner.py @@ -0,0 +1,538 @@ +""" +Common benchmark runner framework based on the LoComo implementation. + +This module provides a unified interface for running benchmarks with the same +optimizations as the working LoComo benchmark: +- Batch ingestion for speed +- Parallel question processing with semaphores +- Parallel LLM judging with rate limiting +- Progress tracking with Rich +- Comprehensive metrics collection +""" + +import json +import asyncio +from abc import ABC, abstractmethod +from datetime import datetime, timezone +from typing import List, Dict, Any, Optional, Tuple +from pathlib import Path +from rich.console import Console +from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn +from rich.table import Table +from rich import box +import pydantic + +from memory import TemporalSemanticMemory +from openai import AsyncOpenAI + +console = Console() + + +class BenchmarkDataset(ABC): + """Abstract base class for benchmark datasets.""" + + @abstractmethod + def load(self, path: Path, max_items: Optional[int] = None) -> List[Dict[str, Any]]: + """ + Load dataset from file. + + Returns: + List of dataset items + """ + pass + + @abstractmethod + def get_item_id(self, item: Dict) -> str: + """Get unique identifier for an item.""" + pass + + @abstractmethod + def prepare_sessions_for_ingestion(self, item: Dict) -> List[Dict[str, Any]]: + """ + Prepare conversation sessions for batch ingestion. + + Returns: + List of session dicts with keys: 'content', 'context', 'event_date' + """ + pass + + @abstractmethod + def get_qa_pairs(self, item: Dict) -> List[Dict[str, Any]]: + """ + Extract QA pairs from an item. + + Returns: + List of QA dicts with keys: 'question', 'answer', 'category' (optional) + """ + pass + + +class LLMAnswerGenerator(ABC): + """Abstract base class for LLM-based answer generation.""" + + @abstractmethod + async def generate_answer( + self, + question: str, + memories: List[Dict[str, Any]] + ) -> Tuple[str, str]: + """ + Generate answer from retrieved memories. + + Returns: + Tuple of (answer, reasoning) + """ + pass + + +class LLMAnswerEvaluator(ABC): + """Abstract base class for LLM-based answer evaluation.""" + + @abstractmethod + async def judge_answer( + self, + question: str, + correct_answer: str, + predicted_answer: str, + semaphore: asyncio.Semaphore + ) -> Tuple[bool, str]: + """ + Evaluate predicted answer against correct answer. + + Args: + question: The question + correct_answer: Gold/correct answer + predicted_answer: Predicted answer + semaphore: Semaphore for rate limiting + + Returns: + Tuple of (is_correct, reasoning) + """ + pass + + +class BenchmarkRunner: + """ + Common benchmark runner using the proven LoComo approach. + + Optimizations: + - Batch ingestion (put_batch_async) + - Parallel question processing with rate limiting + - Parallel LLM judging with rate limiting + - Progress tracking + """ + + def __init__( + self, + dataset: BenchmarkDataset, + answer_generator: LLMAnswerGenerator, + answer_evaluator: LLMAnswerEvaluator, + memory: Optional[TemporalSemanticMemory] = None + ): + """ + Initialize benchmark runner. + + Args: + dataset: Dataset implementation + answer_generator: Answer generator implementation + answer_evaluator: Answer evaluator implementation + memory: Memory system instance (creates new if None) + """ + self.dataset = dataset + self.answer_generator = answer_generator + self.answer_evaluator = answer_evaluator + self.memory = memory or TemporalSemanticMemory() + + async def ingest_conversation( + self, + item: Dict[str, Any], + agent_id: str + ) -> int: + """ + Ingest conversation into memory using batch ingestion. + + Uses put_batch_async for maximum efficiency. + + Returns: + Number of sessions ingested + """ + batch_contents = self.dataset.prepare_sessions_for_ingestion(item) + + if batch_contents: + await self.memory.put_batch_async( + agent_id=agent_id, + contents=batch_contents + ) + + return len(batch_contents) + + async def answer_question( + self, + agent_id: str, + question: str, + thinking_budget: int = 500, + top_k: int = 20, + weight_activation: float = 0.30, + weight_semantic: float = 0.30, + weight_recency: float = 0.25, + weight_frequency: float = 0.15, + ) -> Tuple[str, str, List[Dict]]: + """ + Answer a question using memory retrieval. + + Returns: + Tuple of (answer, reasoning, retrieved_memories) + """ + # Search memory + results, _ = await self.memory.search_async( + agent_id=agent_id, + query=question, + thinking_budget=thinking_budget, + top_k=top_k, + weight_activation=weight_activation, + weight_semantic=weight_semantic, + weight_recency=weight_recency, + weight_frequency=weight_frequency, + ) + + if not results: + return "I don't have enough information to answer that question.", "No relevant memories found.", [] + + # Generate answer using LLM + answer, reasoning = await self.answer_generator.generate_answer(question, results) + + return answer, reasoning, results + + async def evaluate_qa_task( + self, + agent_id: str, + qa_pairs: List[Dict], + item_id: str, + thinking_budget: int, + top_k: int, + max_questions: Optional[int] = None, + semaphore: asyncio.Semaphore = None, + weight_activation: float = 0.30, + weight_semantic: float = 0.30, + weight_recency: float = 0.25, + weight_frequency: float = 0.15, + ) -> List[Dict]: + """ + Evaluate QA task with parallel question processing. + + Args: + semaphore: Semaphore to limit concurrent question processing + + Returns: + List of QA results + """ + # Filter out questions without answers (category 5) + qa_pairs = [pair for pair in qa_pairs if pair.get('answer')] + questions_to_eval = qa_pairs[:max_questions] if max_questions else qa_pairs + + with Progress( + SpinnerColumn(), + TextColumn("[progress.description]{task.description}"), + BarColumn(), + TextColumn("[progress.percentage]{task.percentage:>3.0f}%"), + console=console + ) as progress: + task = progress.add_task( + f"[cyan]Evaluating QA for {item_id} - {len(questions_to_eval)} questions", + total=len(questions_to_eval) + ) + + # Create tasks for all questions + async def process_question(qa): + async with semaphore: + question = qa['question'] + correct_answer = qa['answer'] + category = qa.get('category', 0) + + # Get predicted answer, reasoning, and retrieved memories + predicted_answer, reasoning, retrieved_memories = await self.answer_question( + agent_id, question, thinking_budget, top_k, + weight_activation, weight_semantic, weight_recency, weight_frequency + ) + + return { + 'question': question, + 'correct_answer': correct_answer, + 'predicted_answer': predicted_answer, + 'reasoning': reasoning, + 'category': category, + 'retrieved_memories': retrieved_memories + } + + question_tasks = [process_question(qa) for qa in questions_to_eval] + + # Use as_completed to update progress as results come in + results = [] + for coro in asyncio.as_completed(question_tasks): + result = await coro + results.append(result) + progress.update(task, advance=1) + + return results + + async def calculate_metrics(self, results: List[Dict], eval_semaphore_size: int = 8) -> Dict: + """ + Calculate evaluation metrics using parallel LLM-as-judge. + + Args: + results: QA results to evaluate + eval_semaphore_size: Max concurrent LLM judge requests + + Returns: + Dict with evaluation metrics + """ + total = len(results) + + # Semaphore to limit concurrent requests + semaphore = asyncio.Semaphore(eval_semaphore_size) + + with Progress( + SpinnerColumn(), + TextColumn("[progress.description]{task.description}"), + BarColumn(), + TextColumn("[progress.percentage]{task.percentage:>3.0f}%"), + console=console + ) as progress: + task = progress.add_task( + f"[yellow]Judging answers with LLM (parallel, max {eval_semaphore_size})...", + total=total + ) + + # Create all judgment tasks + async def judge_single(result): + is_correct, eval_reasoning = await self.answer_evaluator.judge_answer( + result['question'], + result['correct_answer'], + result['predicted_answer'], + semaphore + ) + result['is_correct'] = is_correct + result['correctness_reasoning'] = eval_reasoning + return result + + judgment_tasks = [judge_single(result) for result in results] + + # Process in parallel with progress updates + judged_results = [] + for coro in asyncio.as_completed(judgment_tasks): + judged_result = await coro + judged_results.append(judged_result) + progress.update(task, advance=1) + + # Calculate stats + correct = sum(1 for r in judged_results if r.get('is_correct', False)) + category_stats = {} + + for result in judged_results: + category = result.get('category', 'unknown') + if category not in category_stats: + category_stats[category] = {'correct': 0, 'total': 0} + category_stats[category]['total'] += 1 + if result.get('is_correct', False): + category_stats[category]['correct'] += 1 + + accuracy = (correct / total * 100) if total > 0 else 0 + + return { + 'accuracy': accuracy, + 'correct': correct, + 'total': total, + 'category_stats': category_stats, + 'detailed_results': judged_results + } + + async def process_single_item( + self, + item: Dict, + agent_id: str, + i: int, + total_items: int, + thinking_budget: int, + top_k: int, + max_questions_per_item: Optional[int], + skip_ingestion: bool, + question_semaphore: asyncio.Semaphore, + eval_semaphore_size: int = 8, + weight_activation: float = 0.30, + weight_semantic: float = 0.30, + weight_recency: float = 0.25, + weight_frequency: float = 0.15, + ) -> Dict: + """ + Process a single item (ingest + evaluate). + + Returns: + Result dict with metrics + """ + item_id = self.dataset.get_item_id(item) + + console.print(f"\n[bold blue]Item {i}/{total_items}[/bold blue] (ID: {item_id})") + + if not skip_ingestion: + # Clear previous agent data only on first item + if i == 1: + console.print(" [1] Clearing previous agent data...") + await self.memory.delete_agent(agent_id) + console.print(f" [green]✓[/green] Cleared '{agent_id}' agent data") + + # Ingest conversation + console.print(" [2] Ingesting conversation (batch mode)...") + num_sessions = await self.ingest_conversation(item, agent_id) + console.print(f" [green]✓[/green] Ingested {num_sessions} sessions") + else: + num_sessions = -1 + + # Evaluate QA + qa_pairs = self.dataset.get_qa_pairs(item) + console.print(f" [3] Evaluating {len(qa_pairs)} QA pairs (parallel)...") + qa_results = await self.evaluate_qa_task( + agent_id, + qa_pairs, + item_id, + thinking_budget, + top_k, + max_questions_per_item, + question_semaphore, + weight_activation, + weight_semantic, + weight_recency, + weight_frequency + ) + + # Calculate metrics + console.print(" [4] Calculating metrics...") + metrics = await self.calculate_metrics(qa_results, eval_semaphore_size) + + console.print(f" [green]✓[/green] Accuracy: {metrics['accuracy']:.2f}% ({metrics['correct']}/{metrics['total']})") + + return { + 'item_id': item_id, + 'metrics': metrics, + 'num_sessions': num_sessions + } + + async def run( + self, + dataset_path: Path, + agent_id: str, + max_items: Optional[int] = None, + max_questions_per_item: Optional[int] = None, + thinking_budget: int = 500, + top_k: int = 20, + skip_ingestion: bool = False, + max_concurrent_questions: int = 16, + eval_semaphore_size: int = 8, + clear_agent_per_item: bool = False, + weight_activation: float = 0.30, + weight_semantic: float = 0.30, + weight_recency: float = 0.25, + weight_frequency: float = 0.15, + ) -> Dict[str, Any]: + """ + Run the full benchmark evaluation. + + Args: + dataset_path: Path to dataset file + agent_id: Agent ID to use + max_items: Maximum number of items to evaluate + max_questions_per_item: Maximum questions per item + thinking_budget: Thinking budget for search + top_k: Number of memories to retrieve + skip_ingestion: Skip ingestion and use existing data + max_concurrent_questions: Max concurrent question processing + eval_semaphore_size: Max concurrent LLM judge requests + clear_agent_per_item: Clear agent data before each item (for isolation) + weight_activation: Weight for activation score in final ranking (default: 0.30) + weight_semantic: Weight for semantic similarity in final ranking (default: 0.30) + weight_recency: Weight for recency score in final ranking (default: 0.25) + weight_frequency: Weight for frequency score in final ranking (default: 0.15) + + Returns: + Dict with complete benchmark results + """ + console.print(f"\n[bold cyan]Benchmark Evaluation[/bold cyan]") + console.print("=" * 80) + + # Load dataset + console.print(f"\n[1] Loading dataset from {dataset_path}...") + items = self.dataset.load(dataset_path, max_items) + console.print(f" [green]✓[/green] Loaded {len(items)} items") + + # Initialize memory system + console.print(f"\n[2] Initializing memory system...") + console.print(f" [green]✓[/green] Memory system initialized") + + # Create semaphore for question processing + question_semaphore = asyncio.Semaphore(max_concurrent_questions) + + # Process items + all_results = [] + + for i, item in enumerate(items, 1): + # Clear agent per item if requested (for isolation in benchmarks like LongMemEval) + if clear_agent_per_item and i > 1 and not skip_ingestion: + await self.memory.delete_agent(agent_id) + + result = await self.process_single_item( + item, agent_id, i, len(items), + thinking_budget, top_k, max_questions_per_item, + skip_ingestion, question_semaphore, eval_semaphore_size, + weight_activation, weight_semantic, weight_recency, weight_frequency + ) + all_results.append(result) + + # Calculate overall metrics + total_correct = sum(r['metrics']['correct'] for r in all_results) + total_questions = sum(r['metrics']['total'] for r in all_results) + overall_accuracy = (total_correct / total_questions * 100) if total_questions > 0 else 0 + + return { + 'overall_accuracy': overall_accuracy, + 'total_correct': total_correct, + 'total_questions': total_questions, + 'num_items': len(items), + 'item_results': all_results + } + + def display_results(self, results: Dict[str, Any]): + """Display benchmark results in a formatted table.""" + console.print("\n[bold green]✓ Benchmark Complete![/bold green]\n") + + # Display results table + table = Table(title="Benchmark Results", box=box.ROUNDED) + table.add_column("Item ID", style="cyan") + table.add_column("Sessions", justify="right", style="yellow") + table.add_column("Questions", justify="right", style="blue") + table.add_column("Correct", justify="right", style="green") + table.add_column("Accuracy", justify="right", style="magenta") + + for result in results['item_results']: + metrics = result['metrics'] + table.add_row( + result['item_id'], + str(result['num_sessions']), + str(metrics['total']), + str(metrics['correct']), + f"{metrics['accuracy']:.1f}%" + ) + + table.add_row( + "[bold]OVERALL[/bold]", + "-", + f"[bold]{results['total_questions']}[/bold]", + f"[bold]{results['total_correct']}[/bold]", + f"[bold]{results['overall_accuracy']:.1f}%[/bold]" + ) + + console.print(table) + + def save_results(self, results: Dict[str, Any], output_path: Path): + """Save results to JSON file.""" + with open(output_path, 'w') as f: + json.dump(results, f, indent=2, default=str) + console.print(f"\n[green]✓[/green] Results saved to {output_path}") diff --git a/benchmarks/locomo/benchmark_results.json b/benchmarks/locomo/benchmark_results.json index af47506c..2f256f96 100644 --- a/benchmarks/locomo/benchmark_results.json +++ b/benchmarks/locomo/benchmark_results.json @@ -1,2232 +1,10394 @@ { - "overall_accuracy": 26.0, - "total_correct": 13, - "total_questions": 50, + "overall_accuracy": 41.702127659574465, + "total_correct": 98, + "total_questions": 235, "conversation_results": [ { "sample_id": "conv-26", "metrics": { - "accuracy": 26.0, - "correct": 13, - "total": 50, + "accuracy": 44.8051948051948, + "correct": 69, + "total": 154, "category_stats": { - "3": { - "correct": 1, - "total": 7 + "2": { + "correct": 19, + "total": 37 + }, + "4": { + "correct": 37, + "total": 70 }, "1": { - "correct": 1, - "total": 19 + "correct": 4, + "total": 32 }, - "2": { - "correct": 11, - "total": 24 + "3": { + "correct": 7, + "total": 13 + }, + "5": { + "correct": 2, + "total": 2 } }, "detailed_results": [ - { - "question": "Would Caroline still want to pursue counseling as a career if she hadn't received support growing up?", - "correct_answer": "Likely no", - "predicted_answer": "I don't know", - "reasoning": "Items 0\u20132 state that Caroline is interested in and researching counseling to help others with similar challenges, but they provide no information about whether she received support growing up or how a lack of support would have affected her career motivation. Therefore, the counterfactual cannot be answered from the given context.", - "category": 3, - "retrieved_memories": [ - { - "id": "bc68a8e2-73de-4a2b-a296-b889e6e0bede", - "text": "Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.4034510767670415, - "activation": 0.8448369225568052, - "semantic_similarity": 0.0, - "recency": 4.409250226466841e-40, - "frequency": 2.0 - }, - { - "id": "27373bd4-58ac-4e3f-814c-45ca3fb29f4a", - "text": "Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.38781677113871443, - "activation": 0.7927225704623815, - "semantic_similarity": 0.0, - "recency": 6.454096386043482e-38, - "frequency": 2.0 - }, - { - "id": "12ed2fc9-65d8-4cf9-937f-5548672e8ad9", - "text": "On 2023-07-12, Caroline started looking into counseling and mental\u2011health career options to help others on their personal journeys.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-12T16:33:00+00:00", - "weight": 0.37023839950561677, - "activation": 0.734127998352056, - "semantic_similarity": 0.0, - "recency": 2.964926245314209e-37, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not convey the same meaning as the correct answer 'Likely no'. It expresses uncertainty rather than the expected negative response, so they are not equivalent." - }, - { - "question": "What career path has Caroline decided to persue?", - "correct_answer": "counseling or mental health for Transgender people", - "predicted_answer": "I don\u2019t know.", - "reasoning": "Item 1 and 2 show Caroline is interested in and researching counseling/mental health, and item 0 says she\u2019s exploring options, but none state she has made a definite decision on a career path.", - "category": 1, - "retrieved_memories": [ - { - "id": "c56cff23-c869-4b69-ab1e-ca6e768c2b9b", - "text": "Caroline plans to continue her education and explore career options, expressing excitement about these next steps.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.39910753672674126, - "activation": 0.8303584557558041, - "semantic_similarity": 0.0, - "recency": 4.40925330709472e-40, - "frequency": 2.0 - }, - { - "id": "bc68a8e2-73de-4a2b-a296-b889e6e0bede", - "text": "Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.38599095559066643, - "activation": 0.7866365186355548, - "semantic_similarity": 0.0, - "recency": 4.409253306701784e-40, - "frequency": 2.0 - }, - { - "id": "27373bd4-58ac-4e3f-814c-45ca3fb29f4a", - "text": "Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.37738919094865414, - "activation": 0.7579639698288472, - "semantic_similarity": 0.0, - "recency": 6.454100895045491e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don\u2019t know.' does not provide the correct career path (counseling or mental health for Transgender people), so it is not equivalent." - }, - { - "question": "When did Melanie go camping in June?", - "correct_answer": "The week before 27 June 2023", - "predicted_answer": "I don't know", - "reasoning": "None of the provided context items mention a camping trip in June. Item 0 is August 23, 2023; item 1 is July 8\u20139, 2023; and item 2 says \u201clast week\u201d without a specific date. Therefore, there is no information about a June camping trip.", - "category": 2, - "retrieved_memories": [ - { - "id": "f279b6c9-c6bf-41b2-a0f5-910e095b9920", - "text": "Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T00:00:00+00:00", - "weight": 0.38955792542319917, - "activation": 0.7985264180773306, - "semantic_similarity": 0.0, - "recency": 1.845447155648818e-35, - "frequency": 2.0 - }, - { - "id": "59bc760e-185f-46fc-baf0-d9d894871c09", - "text": "Melanie went camping with her family during the weekend of July 8\u20139, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-08T00:00:00+00:00", - "weight": 0.3827045340957964, - "activation": 0.7756817803193213, - "semantic_similarity": 0.0, - "recency": 1.8550131681986396e-37, - "frequency": 2.0 - }, - { - "id": "a3e155a9-36b4-49e6-b450-53ad02e14c68", - "text": "Melanie took her family camping in the mountains last week.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-20T10:37:00+00:00", - "weight": 0.3698156899158863, - "activation": 0.7327189663862878, - "semantic_similarity": 0.0, - "recency": 3.2050029115715386e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not provide the information that Melanie went camping the week before 27 June 2023, so it is not equivalent to the correct answer." - }, - { - "question": "When did Caroline go to the LGBTQ conference?", - "correct_answer": "10 July 2023", - "predicted_answer": "2023-07-10", - "reasoning": "Context 0 explicitly states she attended an LGBTQ conference on 2023-07-10, and Context 1 corroborates the same date. Context 2 is about a different event (a counseling workshop) and is not relevant.", - "category": 2, - "retrieved_memories": [ - { - "id": "6aeafc72-1f98-4e7e-994d-26d83105cecd", - "text": "Caroline attended an LGBTQ conference on 2023-07-10, describing it as special and welcoming.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-10T16:33:00+00:00", - "weight": 0.4040848092462066, - "activation": 0.8469493641540222, - "semantic_similarity": 0.0, - "recency": 2.4274779679729867e-37, - "frequency": 2.0 - }, - { - "id": "650fe33d-7b81-4ff7-b3f0-1a54ba21e48b", - "text": "At the LGBTQ conference on 2023-07-10, Caroline met and connected with people who have experienced similar gender\u2011identity journeys.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-10T16:33:00+00:00", - "weight": 0.40125966668128965, - "activation": 0.8375322222709656, - "semantic_similarity": 0.0, - "recency": 2.427477967821271e-37, - "frequency": 2.0 - }, - { - "id": "78e6378d-91b1-4c1e-8599-be9a9ff13d06", - "text": "Caroline attended an LGBTQ+ counseling workshop on Friday, June 23, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-23T10:37:00+00:00", - "weight": 0.401134443283081, - "activation": 0.8371148109436035, - "semantic_similarity": 0.0, - "recency": 4.3263131629732905e-38, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The predicted answer '2023-07-10' represents the same date as the correct answer '10 July 2023', just in a different format, so they are equivalent." - }, - { - "question": "When did Caroline meet up with her friends, family, and mentors?", - "correct_answer": "The week before 9 June 2023", - "predicted_answer": "I don't know", - "reasoning": "Item 0 only states that friends, family, and mentors are Caroline\u2019s sources of motivation, without any timing. Item 1 gives when she has known her friends (since around 2019-06-09) but not a specific meet-up date, nor anything about family or mentors. Item 2 mentions meeting young LGBTQ individuals on July 17, 2023, which concerns mentees, not her friends, family, or mentors. Therefore, the context does not specify when she met up with her friends, family, and mentors.", - "category": 2, - "retrieved_memories": [ - { - "id": "0aa11340-9afa-4c43-9782-98757ac9efe6", - "text": "Caroline identified her friends, family, and mentors as her sources of motivation.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.3834184169769287, - "activation": 0.7780613899230957, - "semantic_similarity": 0.0, - "recency": 1.109005990087586e-38, - "frequency": 2.0 - }, - { - "id": "eb08c29e-5e83-4c46-8660-25f9259d29c5", - "text": "Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.3780273914337158, - "activation": 0.7600913047790527, - "semantic_similarity": 0.0, - "recency": 1.109005990061913e-38, - "frequency": 2.0 - }, - { - "id": "dacb9dd9-745d-43ea-91ba-8b339634222e", - "text": "Caroline met and supported several amazing young LGBTQ individuals through her mentorship program as of July 17, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-17T14:31:00+00:00", - "weight": 0.37261128492985035, - "activation": 0.7420376164328345, - "semantic_similarity": 0.0, - "recency": 4.847092383734418e-37, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not provide the information that Caroline met up with her friends, family, and mentors the week before 9 June 2023, so it is not equivalent to the correct answer." - }, - { - "question": "When did Caroline go to the LGBTQ support group?", - "correct_answer": "7 May 2023", - "predicted_answer": "2023-05-07", - "reasoning": "I used context items 0 and 2, both of which explicitly state that the LGBTQ support group took place on 2023-05-07. Context item 1 is about the name of an activist group and is not relevant to the date of the support group.", - "category": 2, - "retrieved_memories": [ - { - "id": "1e8a9e7c-5863-4905-a51b-5cb6d54b3d98", - "text": "Caroline attended an LGBTQ support group on 2023-05-07 and described the experience as powerful.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-07T13:56:00+00:00", - "weight": 0.4058046774805987, - "activation": 0.8526822582686624, - "semantic_similarity": 0.0, - "recency": 3.989648288417692e-40, - "frequency": 2.0 - }, - { - "id": "2ad708a1-5d1d-4eb7-bba5-c4fcd0edea17", - "text": "The activist group Caroline joined is called 'Connected LGBTQ Activists'.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.39966558066000774, - "activation": 0.8322186022000259, - "semantic_similarity": 0.0, - "recency": 6.7201768177400585e-37, - "frequency": 2.0 - }, - { - "id": "4a4b6853-9827-4768-9d65-e4d9b773e8a1", - "text": "During the LGBTQ support group on 2023-05-07, Caroline heard inspiring transgender stories, which made her feel happy and thankful for the support.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-07T13:56:00+00:00", - "weight": 0.39841789151483464, - "activation": 0.8280596383827821, - "semantic_similarity": 0.0, - "recency": 3.989648288020648e-40, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The predicted answer 2023-05-07 represents the same date as the correct answer 7 May 2023, just in a different format, so they are equivalent." - }, - { - "question": "What activities does Melanie partake in?", - "correct_answer": "pottery, camping, painting, swimming", - "predicted_answer": "Playing games, eating good food, hanging out with family, and painting.", - "reasoning": "From context 0, Melanie participated in a family gathering where they played games, ate good food, and hung out together. From context 2, she uses painting as an activity. I did not include context 1 because it mentions only that she would start thinking about activities for a future trip, not that she currently partakes in them.", - "category": 1, - "retrieved_memories": [ - { - "id": "f5b06217-19e9-4833-a8be-f0ef73e80b38", - "text": "Melanie described a recent family gathering where they played games, ate good food, and hung out together.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.3740292415601471, - "activation": 0.7467641385338237, - "semantic_similarity": 0.0, - "recency": 1.109006696940515e-38, - "frequency": 2.0 - }, - { - "id": "ea2fceb6-cf7c-44fc-befb-847d2bc3b58e", - "text": "Melanie said she would start thinking about possible activities for their upcoming trip.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.37393401861190795, - "activation": 0.7464467287063599, - "semantic_similarity": 0.0, - "recency": 1.072896763250883e-35, - "frequency": 2.0 - }, - { - "id": "47cfe483-0e40-4ad7-a233-ed7a14ce0f68", - "text": "Melanie uses painting as a fun way to express her feelings, be creative, and relax after a long day.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.3691351532936096, - "activation": 0.7304505109786987, - "semantic_similarity": 0.0, - "recency": 4.4092489877331334e-40, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer only includes painting, whereas the correct answer lists pottery, camping, painting, and swimming. The other activities mentioned (playing games, eating good food, hanging out with family) are not in the correct answer, so the answers are not equivalent." - }, - { - "question": "When did Caroline go to a pride parade during the summer?", - "correct_answer": "The week before 3 July 2023", - "predicted_answer": "June 24, 2023, and August 11, 2023.", - "reasoning": "Item 0 states she attended a pride parade on June 24, 2023, and item 1 states she attended a pride parade on August 11, 2023. Item 2 mentions an LGBT pride event around June 15, 2023, but does not specify it was a parade, so I did not use it for the parade dates.", - "category": 2, - "retrieved_memories": [ - { - "id": "e92f48a8-24a9-4365-b894-d9683769b3d7", - "text": "Caroline attended a pride parade approximately three weeks earlier on June 24, 2023, participated actively, and felt accepted, happy, proud, grateful, and inspired by the community.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-24T13:51:00+00:00", - "weight": 0.3971421182155609, - "activation": 0.8238070607185364, - "semantic_similarity": 0.0, - "recency": 4.846164682182654e-38, - "frequency": 2.0 - }, - { - "id": "ed71c015-c527-4a3f-89a8-e0dc28ea28c1", - "text": "Caroline attended a pride parade on Friday, August 11, 2023, experiencing high energy, love, and feeling proud, reinforcing the importance of standing up for equality.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-11T14:24:00+00:00", - "weight": 0.3929653857370985, - "activation": 0.8098846191236618, - "semantic_similarity": 0.0, - "recency": 5.902105110069633e-36, - "frequency": 2.0 - }, - { - "id": "10d92dc2-6be4-4d26-819b-8a3ac334739b", - "text": "Caroline and her mentee attended an LGBT pride event in June 2023 (approximately June 15) and had a great time.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-15T00:00:00+00:00", - "weight": 0.3865090191364288, - "activation": 0.7883633971214294, - "semantic_similarity": 0.0, - "recency": 1.8598191867234676e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The correct answer specifies the week before 3 July 2023 (approximately late June 2023). The predicted answer lists two dates, June 24, 2023 and August 11, 2023, which do not correspond to that week and include an unrelated August date. Therefore they are not equivalent." - }, - { - "question": "What is Caroline's identity?", - "correct_answer": "Transgender woman", - "predicted_answer": "An artist.", - "reasoning": "Items 0 and 1 state Caroline loves creating art and uses painting for self-expression, indicating her identity as an artist. Item 2 shows she advocates for the LGBTQ+ community but doesn\u2019t specify her own LGBTQ+ identity.", - "category": 1, - "retrieved_memories": [ - { - "id": "59ca2a4a-70bb-41db-983a-0749b7aea9a1", - "text": "Caroline has been trying abstract painting recently as a form of self\u2011expression.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3623806767236787, - "activation": 0.707935589078929, - "semantic_similarity": 0.0, - "recency": 3.162526584909896e-33, - "frequency": 2.0 - }, - { - "id": "ecbe1bf6-7f69-40ac-afc4-e7e58e03f4bc", - "text": "Caroline loves creating art and uses painting as a form of self-expression.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T15:31:00+00:00", - "weight": 0.36224655472497563, - "activation": 0.7074885157499188, - "semantic_similarity": 0.0, - "recency": 1.9687026639614273e-35, - "frequency": 2.0 - }, - { - "id": "cb96376b-7a1e-479e-a6a1-c09864dd44b0", - "text": "Caroline uses her art to speak up for the LGBTQ+ community and promote acceptance.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-14T14:24:00+00:00", - "weight": 0.36213961243629605, - "activation": 0.7071320414543202, - "semantic_similarity": 0.0, - "recency": 7.966992705400764e-36, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer \"An artist\" does not convey the same information as the correct answer \"Transgender woman\"; they are unrelated and not equivalent." - }, { "question": "When is Melanie's daughter's birthday?", "correct_answer": "13 August", "predicted_answer": "August 13", - "reasoning": "Item 0 states she celebrated her daughter\u2019s birthday with a concert on the evening of August 13, 2023, and item 2 also references a photo from the daughter\u2019s birthday concert on August 13, 2023. These both indicate the birthday is on August 13. Item 1 about her marriage is not relevant.", + "reasoning": "She celebrated her daughter\u2019s birthday on the night of 2023-08-13, indicating the birthday falls on August 13.", "category": 2, "retrieved_memories": [ { - "id": "a52890c5-9f42-4ea1-b805-28a9614c2106", - "text": "Melanie celebrated her daughter's birthday with a concert on the evening of August 13, 2023, featuring music, joy, a warm summer breeze, and she observed her children's smiles.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-13T14:24:00+00:00", - "weight": 0.3795457268302782, - "activation": 0.7651524227675942, - "semantic_similarity": 0.0, - "recency": 7.208830647550485e-36, - "frequency": 2.0 - }, - { - "id": "db2171ee-ecd6-4c14-be2b-f73b8206aaf0", - "text": "Melanie has been married for five years, with the marriage beginning around 2018-06-09.", - "context": "Conversation session between Caroline and Melanie", + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", "event_date": "2018-06-09T19:55:00+00:00", - "weight": 0.36590120243731755, - "activation": 0.7196706747910585, + "weight": 0.3239213998296294, + "activation": 0.7302529972640887, "semantic_similarity": 0.0, - "recency": 5.530457207804919e-118, - "frequency": 2.0 + "recency": 5.177003356604187e-118, + "frequency": 1.6989700043360187 }, { - "id": "b8915b50-897e-4193-bf50-a43cd09b6b6f", - "text": "Melanie shared a photograph taken at her daughter's birthday concert on August 13, 2023, showing everyone having a blast.", - "context": "Conversation session between Caroline and Melanie", + "id": "0e6cd438-6438-4ae2-9e94-dbded8b00105", + "text": "Melanie celebrated her daughter's birthday with a concert on the night of 2023-08-13, featuring music, joy, a warm summer breeze, and her kids' smiles.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", "event_date": "2023-08-13T14:24:00+00:00", - "weight": 0.35794946551322937, - "activation": 0.6931648850440979, + "weight": 0.305084684627856, + "activation": 0.7783883213996887, "semantic_similarity": 0.0, - "recency": 7.208830646607696e-36, - "frequency": 2.0 + "recency": 6.748111241978599e-36, + "frequency": 1.4771212547196624 + }, + { + "id": "c21cbc5a-58f0-40ae-8e18-849d52596c33", + "text": "Melanie's friend now has a new child as a result of the adoption completed on 2022-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2022-10-13T10:31:00+00:00", + "weight": 0.2788691368694589, + "activation": 0.691003162205032, + "semantic_similarity": 0.0, + "recency": 4.164883495777756e-49, + "frequency": 1.4771212547196624 } ], "is_correct": true, "correctness_reasoning": "The predicted answer 'August 13' conveys the same date as the correct answer '13 August', just with month and day swapped in order, so they are equivalent." }, { - "question": "When did Caroline attend a pride parade in August?", - "correct_answer": "The Friday before 14 August 2023", - "predicted_answer": "August 11, 2023", - "reasoning": "Items 0 and 2 explicitly state that Caroline attended a pride parade on Friday, August 11, 2023. Item 1 refers to June 24, 2023, which is not in August, so it was not used for the answer.", - "category": 2, + "question": "What did the charity race raise awareness for?", + "correct_answer": "mental health", + "predicted_answer": "Mental health.", + "reasoning": "Memory (0) explicitly states Melanie ran a charity race for mental health on May 20, 2023.", + "category": 4, "retrieved_memories": [ { - "id": "ed71c015-c527-4a3f-89a8-e0dc28ea28c1", - "text": "Caroline attended a pride parade on Friday, August 11, 2023, experiencing high energy, love, and feeling proud, reinforcing the importance of standing up for equality.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-11T14:24:00+00:00", - "weight": 0.4069359387793582, - "activation": 0.8564531292645273, + "id": "375391b0-2fc2-4710-9c65-afa156bb1da6", + "text": "Melanie ran a charity race for mental health on Saturday, May 20, 2023, which she found rewarding and prompted her to think about taking care of minds.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-20T13:14:00+00:00", + "weight": 0.24888859876941755, + "activation": 0.6791136647327346, "semantic_similarity": 0.0, - "recency": 5.902111884952574e-36, - "frequency": 2.0 + "recency": 1.3664584255340069e-39, + "frequency": 1.3010299956639813 }, { - "id": "e92f48a8-24a9-4365-b894-d9683769b3d7", - "text": "Caroline attended a pride parade approximately three weeks earlier on June 24, 2023, participated actively, and felt accepted, happy, proud, grateful, and inspired by the community.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-24T13:51:00+00:00", - "weight": 0.4008032619953156, - "activation": 0.8360108733177185, + "id": "d5a7c310-21d8-432f-86db-030e5b4cb4ca", + "text": "Melanie expressed pride and support for Caroline's awareness\u2011spreading efforts.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.17437919301924878, + "activation": 0.5812639767308293, "semantic_similarity": 0.0, - "recency": 4.846170243569312e-38, - "frequency": 2.0 + "recency": 1.0381958332832736e-38, + "frequency": 1.0 }, { - "id": "f0610bb9-a915-4520-ac6e-f95ee704c8b0", - "text": "The crowd at the pride parade on August 11, 2023, celebrating love and acceptance, inspired Caroline to keep fighting for LGBTQ rights.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-11T14:24:00+00:00", - "weight": 0.3998436778876978, - "activation": 0.8328122596256593, + "id": "cd3104ee-b97b-40da-ac22-19ed4e87f06d", + "text": "Caroline mentioned attending an advocacy event (unspecified) that was a cool experience with love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.17133518969979503, + "activation": 0.5711172989993167, "semantic_similarity": 0.0, - "recency": 5.902111883073962e-36, - "frequency": 2.0 + "recency": 7.458304680957958e-36, + "frequency": 1.0 } ], "is_correct": true, - "correctness_reasoning": "The Friday before 14 August 2023 falls on 11 August 2023, which matches the predicted answer." + "correctness_reasoning": "The predicted answer 'Mental health.' matches the correct answer 'mental health' despite differences in capitalization and a trailing period, so they are equivalent." }, { - "question": "When did Caroline give a speech at a school?", - "correct_answer": "The week before 9 June 2023", - "predicted_answer": "At a school event.", - "reasoning": "Item 2 states she \u201cgave a talk at a school event,\u201d which is the only timing-related detail. Items 0 and 1 describe her feelings and content but not when it occurred. No specific date is given in the context.", + "question": "Which classical musicians does Melanie enjoy listening to?", + "correct_answer": "Bach and Mozart", + "predicted_answer": "Bach and Mozart.", + "reasoning": "From the memory dated 2023-08-28, Melanie is a fan of classical composers such as Bach and Mozart. These are the classical musicians she enjoys listening to.", + "category": 4, + "retrieved_memories": [ + { + "id": "cbb2a822-d936-4019-889b-b23a61be0141", + "text": "Melanie is a fan of classical composers such as Bach and Mozart, as well as modern artist Ed Sheeran's song 'Perfect', as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.31241737604311026, + "activation": 0.7403612578130532, + "semantic_similarity": 0.0, + "recency": 3.035828957197066e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.3100340912478295, + "activation": 0.683961968658089, + "semantic_similarity": 0.0, + "recency": 3.035828956905428e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "c94e3283-3b8c-4a21-a9eb-db10cd4363e8", + "text": "Melanie believes that music brings people together and creates joy, as expressed on 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.24162373476982563, + "activation": 0.6548974514007615, + "semantic_similarity": 0.0, + "recency": 3.0358289567016697e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Bach and Mozart.' matches the correct answer 'Bach and Mozart', differing only by a trailing period, which is acceptable." + }, + { + "question": "What did Mel and her kids make during the pottery workshop?", + "correct_answer": "pots", + "predicted_answer": "They each made their own pots, including a cup.", + "reasoning": "Memory 0 states that at the pottery workshop, Melanie and her children each made their own pots, including a cup.", + "category": 4, + "retrieved_memories": [ + { + "id": "0ac106ab-4996-4e24-83e1-587a28c2d413", + "text": "Melanie took her children to a pottery workshop, where they each made their own pots, including a cup.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.24798384904862156, + "activation": 0.8266128301620719, + "semantic_similarity": 0.0, + "recency": 3.352275505443593e-37, + "frequency": 1.0 + }, + { + "id": "bb2e217b-de2b-4ac0-b5da-611829a0b2b5", + "text": "Melanie shared a picture of her pottery project with Caroline.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2282228121359092, + "activation": 0.7607427071196974, + "semantic_similarity": 0.0, + "recency": 1.0044094331919603e-35, + "frequency": 1.0 + }, + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2270325823406862, + "activation": 0.7567752744689541, + "semantic_similarity": 0.0, + "recency": 1.0044094331396479e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states they each made their own pots (and mentions a cup), which includes the required answer 'pots'. Hence it is equivalent to the correct answer." + }, + { + "question": "When did Caroline go to the LGBTQ conference?", + "correct_answer": "10 July 2023", + "predicted_answer": "July 10, 2023", + "reasoning": "Memory 2 explicitly states Caroline attended an LGBTQ conference on July 10, 2023.", "category": 2, "retrieved_memories": [ { - "id": "296a4c2c-2b81-4971-bb68-da2db6b44649", - "text": "Caroline felt powerful while delivering her talk at the school event.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-02T19:55:00+00:00", - "weight": 0.39078829762970607, - "activation": 0.802627658765687, + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.3376644598197998, + "activation": 0.8245182037353516, "semantic_similarity": 0.0, - "recency": 5.5071644483790796e-39, - "frequency": 2.0 + "recency": 3.035955796963282e-35, + "frequency": 1.6020599913279623 }, { - "id": "ecddbb67-bbd0-4064-8cfb-ac4f3f5556c6", - "text": "Caroline shared details of her personal journey, struggles, and personal development since coming out during the school talk.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-02T19:55:00+00:00", - "weight": 0.3872858405113237, - "activation": 0.7909528017044124, + "id": "2dd02a9c-b5d0-4831-895e-c2b518648691", + "text": "Caroline visited an LGBTQ center on July 10 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-10T00:00:00+00:00", + "weight": 0.24717518091201782, + "activation": 0.8239172697067261, "semantic_similarity": 0.0, - "recency": 5.5071644482643484e-39, - "frequency": 2.0 + "recency": 2.120977444743905e-37, + "frequency": 1.0 }, { - "id": "9b1d384d-7c35-4925-a71e-2cc7f60fda85", - "text": "Caroline gave a talk at a school event about her transgender journey and encouraged students to get involved in the LGBTQ community.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-02T19:55:00+00:00", - "weight": 0.37994907319849336, - "activation": 0.7664969106616445, + "id": "36a083a3-2c43-4216-bf32-52e7c9ede56c", + "text": "Caroline attended an LGBTQ conference on July 10, 2023, where she met and connected with people who have experienced similar journeys.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-10T16:33:00+00:00", + "weight": 0.24626226838787907, + "activation": 0.820874227959597, "semantic_similarity": 0.0, - "recency": 5.5071644482005655e-39, - "frequency": 2.0 + "recency": 2.272397347845426e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'July 10, 2023' conveys the same date as the correct answer '10 July 2023', just in a different format, so they are equivalent." + }, + { + "question": "What does Melanie do with her family on hikes?", + "correct_answer": "Roast marshmallows, tell stories", + "predicted_answer": "She hikes in the mountains with her family and explores forests, using the hikes to connect with nature and each other.", + "reasoning": "Memory 0 states that Melanie and her family enjoy hiking in the mountains and exploring forests as a way to connect with nature and each other.", + "category": 1, + "retrieved_memories": [ + { + "id": "70df3bdc-4fb9-4ba4-be24-cb31cbbe05b6", + "text": "Melanie and her family enjoy hiking in the mountains and exploring forests as a way to connect with nature and each other.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.2499875724330476, + "activation": 0.8332919081101586, + "semantic_similarity": 0.0, + "recency": 3.704699300918128e-37, + "frequency": 1.0 + }, + { + "id": "90aeba94-5058-4783-9690-c8df57b22c94", + "text": "Melanie and her family went on another camping trip in the forest.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.2314121149287103, + "activation": 0.7713737164290344, + "semantic_similarity": 0.0, + "recency": 3.7046993005408076e-37, + "frequency": 1.0 + }, + { + "id": "5ed8aef9-5b41-4332-812a-07486854551a", + "text": "Melanie suggested doing a family outing this summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.22842948097831398, + "activation": 0.7614316032610466, + "semantic_similarity": 0.0, + "recency": 1.0043719939003685e-35, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'At a school event' does not provide the specific timing 'The week before 9 June 2023', so it does not match the correct answer." + "correctness_reasoning": "The predicted answer describes hiking in mountains and exploring forests to connect with nature, but it does not mention roasting marshmallows or telling stories, which are the specific actions required by the correct answer. Therefore, the content is not equivalent." + }, + { + "question": "How long has Melanie been practicing art?", + "correct_answer": "Since 2016", + "predicted_answer": "Approximately 9 years (about 9 years, 1 month, and 18 days as of October 31, 2025), since around September 13, 2016.", + "reasoning": "Memory 0 states Melanie started around 2016-09-13. Calculating from 2016-09-13 to 2025-10-31 equals 9 years, 1 month, and 18 days. The \u201cseven years\u201d mention appears outdated relative to this date.", + "category": 2, + "retrieved_memories": [ + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3533745670906114, + "activation": 0.8768852279713901, + "semantic_similarity": 0.0, + "recency": 1.4116434408048295e-34, + "frequency": 1.6020599913279623 + }, + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.3000268567056712, + "activation": 0.7615288949924063, + "semantic_similarity": 0.0, + "recency": 2.2326138133684892e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "162ff4bf-61e5-4ad4-a339-970d40cf39a3", + "text": "Melanie's favorite art forms are painting landscapes and still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.22950446869472887, + "activation": 0.7650148956490963, + "semantic_similarity": 0.0, + "recency": 2.2326138135028862e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Melanie started practicing art around September 13, 2016, which aligns with the correct answer of 'Since 2016'. It also provides an equivalent duration, so the content is equivalent." + }, + { + "question": "When did Caroline join a mentorship program?", + "correct_answer": "The weekend before 17 July 2023", + "predicted_answer": "July 15, 2023", + "reasoning": "Memory 0 explicitly states that Caroline joined a mentorship program for LGBTQ youth on July 15, 2023. This is the most direct and specific evidence.", + "category": 2, + "retrieved_memories": [ + { + "id": "5607dd2e-d460-4b76-a49d-287e6da06fef", + "text": "Caroline joined a mentorship program for LGBTQ youth on July 15 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-15T00:00:00+00:00", + "weight": 0.2484744817927793, + "activation": 0.8282482726425977, + "semantic_similarity": 0.0, + "recency": 3.497000290920714e-37, + "frequency": 1.0 + }, + { + "id": "3d253ea6-173f-4c61-b89f-70028db67321", + "text": "Caroline met and supported several amazing young people as part of her LGBTQ youth mentorship program, ongoing as of July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.2317282359762055, + "activation": 0.7724274532540184, + "semantic_similarity": 0.0, + "recency": 4.537570117337337e-37, + "frequency": 1.0 + }, + { + "id": "8cd89072-2eef-4a2f-9a55-d144f93eb52b", + "text": "Caroline has a mentor who provides her with adoption advice, which she contacted on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.22451649162075013, + "activation": 0.7483883054025005, + "semantic_similarity": 0.0, + "recency": 2.9605782786735524e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The correct answer specifies \"the weekend before 17 July 2023,\" which includes Saturday 15 July 2023 and Sunday 16 July 2023. The predicted answer gives the specific date July 15, 2023, which falls within that weekend, so it conveys the same information." + }, + { + "question": "What happened to Melanie's son on their road trip?", + "correct_answer": "He got into an accident", + "predicted_answer": "During their road trip on October 14, 2023, Melanie\u2019s son was involved in an accident, but he was okay afterward.", + "reasoning": "Memory 2 states that during the October 14, 2023 road trip, Melanie\u2019s son was involved in an accident and was okay after the incident. The question asks what happened, so the specific event is the accident, with the outcome that he was fine.", + "category": 4, + "retrieved_memories": [ + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2876280652237, + "activation": 0.657730221748352, + "semantic_similarity": 0.0, + "recency": 1.0381732489904554e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "c0ca7aa6-6576-4740-a907-ba13c0fc8a8f", + "text": "Melanie and her family went on a roadtrip during the weekend of October 14, 2023, which Melanie described as insane.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.2520659499740631, + "activation": 0.6897048354148865, + "semantic_similarity": 0.0, + "recency": 3.3884430746311044e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "bfdc3a15-34ea-48d0-b2bd-f820b58e214b", + "text": "During that roadtrip on October 14, 2023, Melanie's son was involved in an accident but was okay after the incident.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.22898503369182188, + "activation": 0.7632834456394063, + "semantic_similarity": 0.0, + "recency": 3.388443075419412e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Melanie\u2019s son was involved in an accident during the road trip, which matches the core fact that he got into an accident. Additional details do not change the equivalence." + }, + { + "question": "When did Caroline pass the adoption interview?", + "correct_answer": "The Friday before 22 October 2023", + "predicted_answer": "Friday, October 20, 2023", + "reasoning": "Memory 1 explicitly states that Caroline passed the adoption agency interviews on Friday, October 20, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "ccfbbb50-3ea6-43ba-aaee-c7b259f762dc", + "text": "Caroline applied to adoption agencies as the first step toward becoming a mother.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.334600534486472, + "activation": 0.7658501127868972, + "semantic_similarity": 0.0, + "recency": 1.842858893909462e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "7186d141-1d1c-4e0b-b82f-f2537109e873", + "text": "Caroline passed the adoption agency interviews on Friday, October 20, 2023, marking a major step toward her goal of having a family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-20T09:55:00+00:00", + "weight": 0.3288706393416774, + "activation": 0.8576748371124268, + "semantic_similarity": 0.0, + "recency": 5.9465700625454466e-33, + "frequency": 1.4771212547196624 + }, + { + "id": "dc5576f0-238d-40da-8953-737d2f1a547c", + "text": "Caroline contacted her adoption mentor for advice on adopting a child on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2835052662467987, + "activation": 0.7945025563240051, + "semantic_similarity": 0.0, + "recency": 2.9603709848453273e-33, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The Friday before 22 October 2023 is 20 October 2023, which matches the predicted answer 'Friday, October 20, 2023'." + }, + { + "question": "What was Melanie's reaction to her children enjoying the Grand Canyon?", + "correct_answer": "She was happy and thankful", + "predicted_answer": "It isn\u2019t specified. The only detail given is that the family enjoyed the Grand Canyon a lot on October 14, 2023.", + "reasoning": "The memory for October 14, 2023 states that Melanie\u2019s family visited the Grand Canyon and \u201cthey enjoyed it a lot,\u201d but it does not describe Melanie\u2019s specific reaction to her children\u2019s enjoyment.", + "category": 4, + "retrieved_memories": [ + { + "id": "2ae744b2-932d-4c05-93f3-cb5c6979963e", + "text": "Melanie took her children to a museum yesterday, spending time with them and enjoying their excitement.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-05T20:18:00+00:00", + "weight": 0.2838010268108691, + "activation": 0.7074427953430659, + "semantic_similarity": 0.0, + "recency": 1.3999736297315652e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "178bf2a4-a442-499e-94db-a7a40d99f2ab", + "text": "Melanie took her children to a park on 2023-08-27, where they explored the area and played, having a good time outdoors.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-27T15:19:00+00:00", + "weight": 0.25157049790287367, + "activation": 0.6880533285109217, + "semantic_similarity": 0.0, + "recency": 2.7470272459499774e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "c979ee67-9235-418c-aac3-c1f78e330f11", + "text": "Melanie's family visited the Grand Canyon during the roadtrip on October 14, 2023, and they enjoyed it a lot.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.20796184492338662, + "activation": 0.6932061497446221, + "semantic_similarity": 0.0, + "recency": 3.38837054135965e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that Melanie's reaction is not specified, whereas the correct answer says she was happy and thankful. Therefore, the predicted answer does not contain the correct information." + }, + { + "question": "What are the new shoes that Melanie got used for?", + "correct_answer": "Running", + "predicted_answer": "Running", + "reasoning": "Memory 0 states Melanie \u201cjust got new purple shoes for running,\u201d indicating their intended use is for running.", + "category": 4, + "retrieved_memories": [ + { + "id": "c0636294-49b2-455b-a71d-baf7779466b2", + "text": "Melanie mentioned that she just got new purple shoes for running.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.31917909241311987, + "activation": 0.8253696806839017, + "semantic_similarity": 0.0, + "recency": 2.7753774045928128e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "f6b442ae-e300-4855-b152-bf3fb5437d44", + "text": "Melanie agreed to plan something special for the summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.23360438911528109, + "activation": 0.6281662992189463, + "semantic_similarity": 0.0, + "recency": 1.0043063548742522e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "6cff5686-8387-4850-8e14-473203846ee0", + "text": "Melanie has been painting to keep busy while recovering from her injury on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.1861086185606903, + "activation": 0.6203620618689677, + "semantic_similarity": 0.0, + "recency": 2.960349922898304e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"Running\" exactly matches the correct answer, so they are equivalent." + }, + { + "question": "What activities has Melanie done with her family?", + "correct_answer": "Pottery, painting, camping, museum, swimming, hiking", + "predicted_answer": "She\u2019s played games, shared good food, and hung out together with her family.", + "reasoning": "Memory 2 explicitly describes a family gathering where they played games, ate good food, and spent time hanging out together.", + "category": 1, + "retrieved_memories": [ + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3363300091648071, + "activation": 0.7716150283813477, + "semantic_similarity": 0.0, + "recency": 3.704625063188378e-37, + "frequency": 1.6989700043360187 + }, + { + "id": "cf94140a-d632-490e-848c-084d4753a1eb", + "text": "Melanie believes that family time matters to her.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.2803582023711606, + "activation": 0.7840123434052114, + "semantic_similarity": 0.0, + "recency": 6.041757382355629e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "b6b39422-05df-425a-ad3f-26f2f721e9d7", + "text": "Melanie described a family gathering where they played games, ate good food, and hung out together.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2775902979946167, + "activation": 0.7747859954833984, + "semantic_similarity": 0.0, + "recency": 1.0381548211210294e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions playing games, sharing food, and hanging out, which do not match any of the activities listed in the correct answer (pottery, painting, camping, museum, swimming, hiking). Therefore they are not equivalent." + }, + { + "question": "How long have Mel and her husband been married?", + "correct_answer": "Mel and her husband have been married for 5 years.", + "predicted_answer": "As of October 31, 2025, they\u2019ve been married for 7 years, 4 months, and 22 days (since June 9, 2018).", + "reasoning": "Wedding date is June 9, 2018. Calculated duration from 2018-06-09 to 2025-10-31 = 7 years, 4 months, 22 days.", + "category": 4, + "retrieved_memories": [ + { + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2018-06-09T19:55:00+00:00", + "weight": 0.27729322344240287, + "activation": 0.773795746976019, + "semantic_similarity": 0.0, + "recency": 5.1772749879678685e-118, + "frequency": 1.3010299956639813 + }, + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2409986902908296, + "activation": 0.6528139698041081, + "semantic_similarity": 0.0, + "recency": 1.0381823193082294e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "3de3e33e-5079-43c3-a137-c7e956f896a9", + "text": "Melanie married her partner, promising to be together forever, describing the wedding day as full of love and joy with many loved ones present, and calling it a special day.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.19472642493782344, + "activation": 0.6490880831260781, + "semantic_similarity": 0.0, + "recency": 3.7047231895566187e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states the marriage duration as 7 years, 4 months, and 22 days (since June 9, 2018), which does not match the correct answer of 5 years. Therefore, they are not equivalent." + }, + { + "question": "Who performed at the concert at Melanie's daughter's birthday?", + "correct_answer": "Matt Patterson", + "predicted_answer": "It isn\u2019t specified in the memories who performed at the August 13, 2023 birthday concert.", + "reasoning": "The only performer mentioned is the band \u201cSummer Sounds\u201d at a different concert on August 28, 2023. The entries for the daughter\u2019s birthday concert on August 13, 2023 do not name a performer.", + "category": 4, + "retrieved_memories": [ + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.3077797697734894, + "activation": 0.7249025702476501, + "semantic_similarity": 0.0, + "recency": 3.0359491501915904e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "0e6cd438-6438-4ae2-9e94-dbded8b00105", + "text": "Melanie celebrated her daughter's birthday with a concert on the night of 2023-08-13, featuring music, joy, a warm summer breeze, and her kids' smiles.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-13T14:24:00+00:00", + "weight": 0.2841347091770203, + "activation": 0.7966006994247437, + "semantic_similarity": 0.0, + "recency": 6.748294182114346e-36, + "frequency": 1.3010299956639813 + }, + { + "id": "bf0f66fa-16e7-4fc6-9c40-41e53d16061c", + "text": "Melanie shared a photo taken on the night of 2023-08-13 showing everyone having a blast at the birthday concert.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-13T14:24:00+00:00", + "weight": 0.2644984942445793, + "activation": 0.7311466496499403, + "semantic_similarity": 0.0, + "recency": 6.748294181333344e-36, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the performer is not specified, whereas the correct answer is explicitly 'Matt Patterson'. Therefore the answers are not equivalent." + }, + { + "question": "What did Caroline see at the council meeting for adoption?", + "correct_answer": "many people wanting to create loving homes for children in need", + "predicted_answer": "She saw many people wanting to create loving homes for children.", + "reasoning": "From memory 2, at the council meeting Caroline observed many people who wanted to create loving homes for children.", + "category": 4, + "retrieved_memories": [ + { + "id": "5e8e1b9c-7e13-4d18-826e-5b45a6d6adfe", + "text": "Caroline attended an adoption advice/assistance group and received a lot of help from it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3252001808834137, + "activation": 0.7829706072807312, + "semantic_similarity": 0.0, + "recency": 1.8430012720731241e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "5c971c91-0173-4f6c-b7d6-3214898ec79a", + "text": "Caroline feels determined to adopt children after the adoption council meeting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.2597720194134707, + "activation": 0.8659067313782358, + "semantic_similarity": 0.0, + "recency": 3.3522142931490727e-37, + "frequency": 1.0 + }, + { + "id": "840686ee-c5f4-4c96-91f2-8362bf624a36", + "text": "Caroline attended a council meeting for adoption, found it inspiring and emotional, observed many people wanting to create loving homes for children, and felt more determined to adopt.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.25650537778453175, + "activation": 0.8550179259484392, + "semantic_similarity": 0.0, + "recency": 3.3522142930093986e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer conveys the same essential information as the correct answer: Caroline saw many people wanting to create loving homes for children. The phrase \"in need\" is omitted but does not change the core meaning, so the answers are equivalent." + }, + { + "question": "How often does Melanie go to the beach with her kids?", + "correct_answer": "once or twice a year", + "predicted_answer": "Once or twice a year.", + "reasoning": "On July 20, 2023, Melanie stated her family goes to the beach only once or twice a year, and there is no more recent memory contradicting this.", + "category": 4, + "retrieved_memories": [ + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.29886958585325785, + "activation": 0.7576713254843616, + "semantic_similarity": 0.0, + "recency": 1.0381754597226715e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "e01a849d-649c-4453-8092-a0c67e071003", + "text": "Melanie went swimming with her children on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.27148654238152914, + "activation": 0.7544401434397733, + "semantic_similarity": 0.0, + "recency": 4.12763431248528e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "9d245756-2f2f-4c45-9d26-4388bb1f3563", + "text": "Melanie's family goes to the beach only once or twice a year, as stated by Melanie on July 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", + "event_date": "2023-07-20T20:56:00+00:00", + "weight": 0.2290740761988716, + "activation": 0.7635802539962387, + "semantic_similarity": 0.0, + "recency": 6.290973479942784e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Once or twice a year.' matches the correct answer 'once or twice a year' in meaning, differing only in capitalization and punctuation, which is acceptable." + }, + { + "question": "Why did Caroline choose the adoption agency?", + "correct_answer": "because of their inclusivity and support for LGBTQ+ individuals", + "predicted_answer": "Because it supports LGBTQ+ individuals in the adoption process.", + "reasoning": "Memory (May 25, 2023) explicitly states she chose the agency for its support of LGBTQ+ individuals; this is the direct and most recent evidence.", + "category": 4, + "retrieved_memories": [ + { + "id": "5e8e1b9c-7e13-4d18-826e-5b45a6d6adfe", + "text": "Caroline attended an adoption advice/assistance group and received a lot of help from it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3028826130020023, + "activation": 0.7710480826468432, + "semantic_similarity": 0.0, + "recency": 1.843006589158663e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "335fce63-b1c6-4724-bd94-0ec2771e1e69", + "text": "On May 25, 2023, Caroline chose that adoption agency because it supports LGBTQ+ individuals in the adoption process.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-25T13:14:00+00:00", + "weight": 0.29199614179840183, + "activation": 0.8228054748293488, + "semantic_similarity": 0.0, + "recency": 2.252914558007131e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "ccfbbb50-3ea6-43ba-aaee-c7b259f762dc", + "text": "Caroline applied to adoption agencies as the first step toward becoming a mother.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.28736535840988636, + "activation": 0.807369530200964, + "semantic_similarity": 0.0, + "recency": 1.8430065892055704e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that the agency supports LGBTQ+ individuals in the adoption process, which matches the correct answer's reason of inclusivity and support for LGBTQ+ individuals. The core meaning is the same despite slight wording differences." + }, + { + "question": "What has Melanie painted?", + "correct_answer": "Horse, sunset, sunrise", + "predicted_answer": "A recent painting depicting a landscape or a still life.", + "reasoning": "Memory 1 states Melanie shared a recent painting that features a landscape or still life. Other memories discuss duration of practice and future autumn-themed plans, not completed works.", + "category": 1, + "retrieved_memories": [ + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.37475042379898343, + "activation": 0.7976230858339732, + "semantic_similarity": 0.0, + "recency": 1.411575210772651e-34, + "frequency": 1.9030899869919433 + }, + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.3559129215542899, + "activation": 0.8368914030129568, + "semantic_similarity": 0.0, + "recency": 2.232505903262165e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "86957c41-2569-405c-b788-c9e1ab317b4c", + "text": "Melanie is planning to create several autumn-inspired paintings.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2383556054062373, + "activation": 0.7945186846874577, + "semantic_similarity": 0.0, + "recency": 2.2325059029521086e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes a generic landscape or still life and does not mention the specific items horse, sunset, and sunrise listed in the correct answer, so they are not equivalent." + }, + { + "question": "What setback did Melanie face in October 2023?", + "correct_answer": "She got hurt and had to take a break from pottery.", + "predicted_answer": "None is documented for October 2023. The only setback noted around that time was Melanie pausing her pottery practice due to an injury on September 13, 2023.", + "reasoning": "The memories list an \u201cinsane\u201d roadtrip on the weekend of October 14, 2023, but no setback in October. The setback mentioned is the pause in pottery practice caused by a September 2023 injury, specifically dated September 13, 2023.", + "category": 4, + "retrieved_memories": [ + { + "id": "d553b1d9-4203-4326-aca6-248e4f01c417", + "text": "Melanie reported being swamped with caring for her kids and work on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.27379689917579003, + "activation": 0.7621413327539761, + "semantic_similarity": 0.0, + "recency": 4.1277870309388235e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "c0ca7aa6-6576-4740-a907-ba13c0fc8a8f", + "text": "Melanie and her family went on a roadtrip during the weekend of October 14, 2023, which Melanie described as insane.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.22225512332484504, + "activation": 0.7408504110828168, + "semantic_similarity": 0.0, + "recency": 3.388575658617631e-33, + "frequency": 1.0 + }, + { + "id": "446478cd-5ec7-46ed-a508-310391ad7dca", + "text": "As a result of the September 2023 injury, Melanie paused her pottery practice on 2023-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-09-13T10:31:00+00:00", + "weight": 0.219817925090132, + "activation": 0.7327264169671067, + "semantic_similarity": 0.0, + "recency": 1.4740220697603335e-34, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that no setback is documented for October 2023 and only mentions an injury in September, whereas the correct answer says she got hurt and had to take a break from pottery (implying a setback). The content does not match, so they are not equivalent." + }, + { + "question": "Why are flowers important to Melanie?", + "correct_answer": "They remind her to appreciate the small moments and were a part of her wedding decor", + "predicted_answer": "Because they bring her joy, symbolize growth and beauty, remind her to appreciate small moments, and were a meaningful part of her wedding decor.", + "reasoning": "Memory 0 states flowers bring Melanie joy, represent growth/beauty, remind her to appreciate small moments, and were important in her wedding decor. No conflicting or time-based details to resolve.", + "category": 4, + "retrieved_memories": [ + { + "id": "f0306060-23f1-432d-92c2-b5f22a83be3b", + "text": "Melanie said that flowers bring her joy, represent growth and beauty, remind her to appreciate small moments, and were an important part of her wedding decor.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.24741691633563778, + "activation": 0.824723054452126, + "semantic_similarity": 0.0, + "recency": 3.704732979189049e-37, + "frequency": 1.0 + }, + { + "id": "fcf67140-a053-4b85-aab9-d1b743c83606", + "text": "Melanie believes that art connects people and helps them understand each other.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.21722334129949497, + "activation": 0.7240778043316499, + "semantic_similarity": 0.0, + "recency": 2.232653971570878e-35, + "frequency": 1.0 + }, + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.21426665271917933, + "activation": 0.7142221757305978, + "semantic_similarity": 0.0, + "recency": 3.7047329783185762e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer includes both reasons from the correct answer\u2014reminding her to appreciate small moments and being part of her wedding decor\u2014while also adding extra, non\u2011contradictory details. This satisfies the requirement that the content be equivalent, even if phrased differently." + }, + { + "question": "When did Caroline go to the LGBTQ support group?", + "correct_answer": "7 May 2023", + "predicted_answer": "May 7, 2023", + "reasoning": "Memory 0 states Caroline attended an LGBTQ support group on 2023-05-07.", + "category": 2, + "retrieved_memories": [ + { + "id": "c593648d-17e2-4a77-9edf-cfefc10d7679", + "text": "Caroline attended an LGBTQ support group on 2023-05-07, describing the experience as powerful and inspiring.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-07T13:56:00+00:00", + "weight": 0.2534455851747271, + "activation": 0.8448186172490904, + "semantic_similarity": 0.0, + "recency": 3.734977704074653e-40, + "frequency": 1.0 + }, + { + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2505675211717941, + "activation": 0.8352250705726469, + "semantic_similarity": 0.0, + "recency": 3.036119661596877e-35, + "frequency": 1.0 + }, + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.24290833345328866, + "activation": 0.8096944448442955, + "semantic_similarity": 0.0, + "recency": 2.2327168490000635e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'May 7, 2023' represents the same date as the correct answer '7 May 2023', just in a different format, so they are equivalent." + }, + { + "question": "What advice does Caroline give for getting started with adoption?", + "correct_answer": "Do research, find an adoption agency or lawyer, gather necessary documents, and prepare emotionally.", + "predicted_answer": "Apply to adoption agencies as your first step, reach out to an adoption mentor (Caroline did this on October 13, 2023), and join an adoption advice/assistance group for support.", + "reasoning": "From the memories: (1) states her first step was applying to adoption agencies; (0) shows she contacted an adoption mentor on 2023-10-13; (2) notes she attended an advice/assistance group and found it very helpful. These form her advice for getting started.", + "category": 4, + "retrieved_memories": [ + { + "id": "dc5576f0-238d-40da-8953-737d2f1a547c", + "text": "Caroline contacted her adoption mentor for advice on adopting a child on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.24193530678749084, + "activation": 0.8064510226249695, + "semantic_similarity": 0.0, + "recency": 2.960653630636303e-33, + "frequency": 1.0 + }, + { + "id": "ccfbbb50-3ea6-43ba-aaee-c7b259f762dc", + "text": "Caroline applied to adoption agencies as the first step toward becoming a mother.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.24019304753500548, + "activation": 0.8006434917833516, + "semantic_similarity": 0.0, + "recency": 1.8430348435898863e-35, + "frequency": 1.0 + }, + { + "id": "5e8e1b9c-7e13-4d18-826e-5b45a6d6adfe", + "text": "Caroline attended an adoption advice/assistance group and received a lot of help from it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.23907689452171324, + "activation": 0.7969229817390442, + "semantic_similarity": 0.0, + "recency": 1.8430348435578808e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions applying to agencies and seeking a mentor, but it omits the steps of gathering necessary documents and preparing emotionally, which are part of the correct answer. Therefore the content is not equivalent." }, { "question": "When did Caroline join a new activist group?", "correct_answer": "The Tuesday before 20 July 2023", "predicted_answer": "Tuesday, July 18, 2023", - "reasoning": "I used context item 0, which explicitly states that Caroline joined a new LGBTQ activist group on Tuesday, July 18, 2023. The other items describe the group's name and Caroline\u2019s involvement but do not provide the join date.", + "reasoning": "Memory 1 states Caroline joined the \u201cConnected LGBTQ Activists\u201d on Tuesday, July 18, 2023, which directly answers the question.", "category": 2, "retrieved_memories": [ { - "id": "7ad904ba-8899-4d20-84f6-0f2f5a536b10", - "text": "Caroline joined a new LGBTQ activist group on Tuesday, July 18, 2023.", - "context": "Conversation session between Caroline and Melanie", + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.27183684799923935, + "activation": 0.7556078288321406, + "semantic_similarity": 0.0, + "recency": 3.0360714160919967e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "40592a27-8409-405b-86c3-f997bb35dd46", + "text": "Caroline joined a new LGBTQ activist group named \"Connected LGBTQ Activists\" on Tuesday, July 18, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", "event_date": "2023-07-18T20:56:00+00:00", - "weight": 0.4041307720023858, - "activation": 0.8471025733412861, + "weight": 0.244854959538875, + "activation": 0.8161831984629168, "semantic_similarity": 0.0, - "recency": 5.502022724463322e-37, - "frequency": 2.0 + "recency": 5.1507243032365724e-37, + "frequency": 1.0 }, { - "id": "2ad708a1-5d1d-4eb7-bba5-c4fcd0edea17", - "text": "The activist group Caroline joined is called 'Connected LGBTQ Activists'.", - "context": "Conversation session between Caroline and Melanie", + "id": "75ff7af7-d06c-4497-adb6-94cef260ac16", + "text": "Caroline is meeting many cool people who are passionate about rights and community support as part of her involvement with the Connected LGBTQ Activists group, as of July 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.4036061648853021, - "activation": 0.8453538829510072, + "weight": 0.23294329341739067, + "activation": 0.7764776447246357, "semantic_similarity": 0.0, - "recency": 6.720185731026149e-37, - "frequency": 2.0 - }, - { - "id": "1c7af606-21b5-448c-a951-c5e46b267864", - "text": "Caroline is giving her voice to the LGBTQ activist group and believes she is making a real difference.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.3710437369968738, - "activation": 0.7368124566562461, - "semantic_similarity": 0.0, - "recency": 6.720185730917184e-37, - "frequency": 2.0 + "recency": 6.291108870153466e-37, + "frequency": 1.0 } ], "is_correct": true, - "correctness_reasoning": "The Tuesday before 20\u202fJuly\u202f2023 falls on 18\u202fJuly\u202f2023, which is exactly the date given in the predicted answer." + "correctness_reasoning": "The Tuesday before 20 July 2023 falls on 18 July 2023, which matches the predicted answer \"Tuesday, July 18, 2023\"." }, { - "question": "Where did Caroline move from 4 years ago?", - "correct_answer": "Sweden", - "predicted_answer": "Her home country.", - "reasoning": "I used context items 0 and 1, which both state that Caroline moved from her home country about four years ago (around 2019-06-09). Item 2 is about the start of her transition and does not address where she moved from. The specific country name isn\u2019t provided in the context.", - "category": 1, + "question": "What kind of counseling and mental health services is Caroline interested in pursuing?", + "correct_answer": "working with trans people, helping them accept themselves and supporting their mental health", + "predicted_answer": "Counseling and mental health work focused on supporting trans people\u2014helping them with self\u2011acceptance and their mental health needs.", + "reasoning": "Across the memories, Caroline aims to become a counselor or work in mental health specifically to help trans people accept themselves and support their mental health (Memories 1 and 2), aligning with her plan to pursue further education in this area (Memory 0).", + "category": 4, "retrieved_memories": [ { - "id": "3b03a48d-ac8f-400f-a851-85b09f6eac34", - "text": "Caroline moved from her home country approximately four years ago on 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2019-06-09T19:55:00+00:00", - "weight": 0.41854463423921584, - "activation": 0.895148780797386, - "semantic_similarity": 0.0, - "recency": 3.931060242314667e-102, - "frequency": 2.0 - }, - { - "id": "eb08c29e-5e83-4c46-8660-25f9259d29c5", - "text": "Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.40089412483257436, - "activation": 0.8363137494419146, - "semantic_similarity": 0.0, - "recency": 1.109005002980283e-38, - "frequency": 2.0 - }, - { - "id": "a07530e7-c894-43f3-87f0-ef0a42410f67", - "text": "Caroline began her gender transition three years ago on 2020-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2020-06-09T19:55:00+00:00", - "weight": 0.35979542790624064, - "activation": 0.6993180930208023, - "semantic_similarity": 0.0, - "recency": 3.0880742708320015e-86, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'Her home country' is vague and does not explicitly state Sweden, which is the specific correct answer. Therefore it is not equivalent." - }, - { - "question": "What fields would Caroline be likely to pursue in her educaton?", - "correct_answer": "Psychology, counseling certification", - "predicted_answer": "Counseling and mental health.", - "reasoning": "I used items 1 and 2, which explicitly state she\u2019s interested in and researching careers in counseling and mental health. Item 0 only notes she plans to continue her education but doesn\u2019t specify fields.", - "category": 3, - "retrieved_memories": [ - { - "id": "c56cff23-c869-4b69-ab1e-ca6e768c2b9b", - "text": "Caroline plans to continue her education and explore career options, expressing excitement about these next steps.", - "context": "Conversation session between Caroline and Melanie", + "id": "02525dd9-556a-4f5f-9c21-62c47193a146", + "text": "Caroline plans to continue her education and explore career options, specifically counseling or mental health work, to support people with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.388637101650238, - "activation": 0.7954570055007935, + "weight": 0.33881150063381243, + "activation": 0.8283416731153936, "semantic_similarity": 0.0, - "recency": 4.409246792846243e-40, - "frequency": 2.0 + "recency": 4.127550743264347e-40, + "frequency": 1.6020599913279623 }, { - "id": "bc68a8e2-73de-4a2b-a296-b889e6e0bede", - "text": "Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.3828573623725624, - "activation": 0.7761912079085415, - "semantic_similarity": 0.0, - "recency": 4.409246792672802e-40, - "frequency": 2.0 - }, - { - "id": "27373bd4-58ac-4e3f-814c-45ca3fb29f4a", - "text": "Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.", - "context": "Conversation session between Caroline and Melanie", + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.3698649287223816, - "activation": 0.732883095741272, + "weight": 0.3375481949997027, + "activation": 0.8241306543350279, "semantic_similarity": 0.0, - "recency": 6.454091360097052e-38, - "frequency": 2.0 + "recency": 6.041755166590448e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "825fd3ed-d6d6-458d-8991-4a56024d589b", + "text": "Caroline expressed interest in becoming a counselor or working in mental health to help others with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3304609413981839, + "activation": 0.8629758439674485, + "semantic_similarity": 0.0, + "recency": 4.12755074345539e-40, + "frequency": 1.4771212547196624 } ], "is_correct": true, - "correctness_reasoning": "The predicted answer 'Counseling and mental health' covers the same domains as the correct answer 'Psychology, counseling certification'. 'Counseling' corresponds to the counseling certification, and 'mental health' is synonymous with the field of psychology. Hence the content is equivalent." + "correctness_reasoning": "The predicted answer restates the same ideas as the correct answer: it specifies counseling and mental health work aimed at supporting trans people, helping them with self\u2011acceptance and their mental health. This matches the required content." }, { - "question": "Would Caroline likely have Dr. Seuss books on her bookshelf?", - "correct_answer": "Yes, since she collects classic children's books", - "predicted_answer": "I don't know.", - "reasoning": "Context 0 and 1 say Caroline is building a library of many children\u2019s books, including classics, multicultural, and educational titles, but they don\u2019t mention any specific authors or titles. Context 2 is unrelated. Without an explicit mention of Dr. Seuss, I can\u2019t conclude whether she has those books.", - "category": 3, - "retrieved_memories": [ - { - "id": "1fe174fd-ee2e-4eb5-a6c5-c3bffce73ade", - "text": "Caroline is creating a library of children's books to use when she has kids in the future.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-06T20:18:00+00:00", - "weight": 0.3728039794324651, - "activation": 0.7426799314415505, - "semantic_similarity": 0.0, - "recency": 1.6528092670814785e-37, - "frequency": 2.0 - }, - { - "id": "d5fc4716-2506-4a87-a623-008614704be7", - "text": "Caroline owns a collection of many children's books, including classics, multicultural stories, and educational titles.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-06T20:18:00+00:00", - "weight": 0.35614968428319416, - "activation": 0.6871656142773138, - "semantic_similarity": 0.0, - "recency": 1.652809266978179e-37, - "frequency": 2.0 - }, - { - "id": "f2076461-bd79-437b-8c90-9377427205da", - "text": "Melanie has been reading a book that Caroline recommended and is painting to keep busy.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.34546213204120013, - "activation": 0.6515404401373338, - "semantic_similarity": 0.0, - "recency": 3.162529447030671e-33, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know.' does not match the correct answer 'Yes, since she collects classic children's books'; it fails to provide the affirmative response and justification." - }, - { - "question": "Would Melanie be considered an ally to the transgender community?", - "correct_answer": "Yes, she is supportive", - "predicted_answer": "I don't know", - "reasoning": "Context item 0 only says Caroline plans to keep Melanie updated about a transgender conference, which doesn\u2019t indicate Melanie\u2019s views or support. Items 1 and 2 describe Caroline\u2019s involvement and intentions, not Melanie\u2019s. There\u2019s no explicit information confirming whether Melanie supports or advocates for the transgender community.", - "category": 3, - "retrieved_memories": [ - { - "id": "de9d34a8-55f3-45db-b73d-354f8ae9fae9", - "text": "Caroline intends to keep Melanie updated about her upcoming transgender conference.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-03T13:36:00+00:00", - "weight": 0.3646806452249361, - "activation": 0.7156021507497871, - "semantic_similarity": 0.0, - "recency": 1.1907235923904181e-37, - "frequency": 2.0 - }, - { - "id": "2ad708a1-5d1d-4eb7-bba5-c4fcd0edea17", - "text": "The activist group Caroline joined is called 'Connected LGBTQ Activists'.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.3608906256090909, - "activation": 0.702968752030303, - "semantic_similarity": 0.0, - "recency": 6.720192088021457e-37, - "frequency": 2.0 - }, - { - "id": "c7c6406f-4566-4718-8c0f-ce3d1e33a887", - "text": "Caroline intends to work specifically with trans people, helping them accept themselves and supporting their mental health.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.36067790134480116, - "activation": 0.7022596711493373, - "semantic_similarity": 0.0, - "recency": 6.454100856672026e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer says \"I don't know,\" which does not affirm that Melanie is supportive, whereas the correct answer is \"Yes, she is supportive.\" They are not equivalent." - }, - { - "question": "What is Caroline's relationship status?", - "correct_answer": "Single", - "predicted_answer": "I don't know", - "reasoning": "None of the provided context items mention Caroline\u2019s relationship status. Item 0 discusses how long she has known her friends; item 1 mentions a photo from a meetup with Melanie; item 2 states Melanie\u2019s reaction to Caroline\u2019s interview success. None provide information about her relationship status.", + "question": "What types of pottery have Melanie and her kids made?", + "correct_answer": "bowls, cup", + "predicted_answer": "Pots\u2014specifically including a cup.", + "reasoning": "The memories state that Melanie took her children to a pottery workshop where they each made their own pots, including a cup. No other specific pottery types are mentioned for Melanie beyond completing another project, so the identifiable types are pots and a cup.", "category": 1, "retrieved_memories": [ { - "id": "eb08c29e-5e83-4c46-8660-25f9259d29c5", - "text": "Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.36660952021507986, - "activation": 0.7220317340502663, + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.3659670241223486, + "activation": 0.7973410604007004, "semantic_similarity": 0.0, - "recency": 1.1090073951361696e-38, - "frequency": 2.0 + "recency": 1.0043710915294957e-35, + "frequency": 1.8450980400142567 }, { - "id": "623f45ac-fb55-4b51-a7ad-6f7a798b5d6a", - "text": "Caroline shared a photo taken during a meetup with Melanie last week.", - "context": "Conversation session between Caroline and Melanie", + "id": "0ac106ab-4996-4e24-83e1-587a28c2d413", + "text": "Melanie took her children to a pottery workshop, where they each made their own pots, including a cup.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.32757867402400415, + "activation": 0.790898917749366, + "semantic_similarity": 0.0, + "recency": 3.3521475374225356e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3026285390748737, + "activation": 0.7702011695564145, + "semantic_similarity": 0.0, + "recency": 1.4116547305010795e-34, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions a cup (and refers to \"pots\" generally) and does not include bowls, which are part of the correct answer. Therefore it does not match the required content." + }, + { + "question": "What transgender-specific events has Caroline attended?", + "correct_answer": "Poetry reading, conference", + "predicted_answer": "Caroline attended a transgender poetry reading on October 6, 2023.", + "reasoning": "The memories list one explicit transgender-specific event with a timestamp: a transgender poetry reading on 2023-10-06. The school talk is not clearly a transgender-specific event, so only the poetry reading is included.", + "category": 1, + "retrieved_memories": [ + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.32179009595149827, + "activation": 0.7716036575076798, + "semantic_similarity": 0.0, + "recency": 2.232594964667953e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "b0b95ad0-7e37-477c-917d-fe5575673ffe", + "text": "Caroline attended a transgender poetry reading on Friday, 2023-10-06, where transgender individuals shared their stories through poetry.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.31160361482461807, + "activation": 0.800118088722229, + "semantic_similarity": 0.0, + "recency": 1.4701368554554863e-33, + "frequency": 1.4771212547196624 + }, + { + "id": "484b6559-48d6-4f8b-b6ef-923b4d2dc50f", + "text": "Caroline gave a talk at a school event about her transgender journey and encouraged students to get involved in the LGBTQ community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", "event_date": "2023-06-02T19:55:00+00:00", - "weight": 0.36578636310574686, - "activation": 0.7192878770191563, + "weight": 0.27631585532188724, + "activation": 0.7705378532409668, "semantic_similarity": 0.0, - "recency": 5.50716774207872e-39, - "frequency": 2.0 - }, - { - "id": "6a7a8078-ca53-4d6a-b3d7-44bdc8b37d84", - "text": "Melanie felt happy for Caroline after hearing about the interview success.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-21T09:55:00+00:00", - "weight": 0.3616610053676667, - "activation": 0.7055366845588891, - "semantic_similarity": 0.0, - "recency": 7.02077243151849e-33, - "frequency": 2.0 + "recency": 5.155338191928087e-39, + "frequency": 1.3010299956639813 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not state that Caroline is single, so it does not match the correct answer." + "correctness_reasoning": "The predicted answer only mentions a transgender poetry reading and does not include the conference, so it does not match the full correct answer of 'Poetry reading, conference'." }, { "question": "When did Melanie run a charity race?", "correct_answer": "The sunday before 25 May 2023", "predicted_answer": "Saturday, May 20, 2023.", - "reasoning": "I used context item 1, which explicitly states the date of the charity race as Saturday, May 20, 2023. Items 0 and 2 discuss reactions and reflections but do not mention the date.", + "reasoning": "Memory 0 states explicitly that Melanie ran a charity race on Saturday, May 20, 2023.", "category": 2, "retrieved_memories": [ { - "id": "c568bba4-2786-4b35-a624-757ab4bd9678", - "text": "Caroline expressed pride in Melanie for taking part in the charity race.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-25T13:14:00+00:00", - "weight": 0.3885051619561066, - "activation": 0.7950172065203553, - "semantic_similarity": 0.0, - "recency": 2.4065661652145563e-39, - "frequency": 2.0 - }, - { - "id": "7fb1e463-ddb6-4aad-a855-e5ac3acb9d07", - "text": "Melanie ran a charity race for mental health on Saturday, May 20, 2023, and found it rewarding and thought\u2011provoking, which made her reflect on the importance of self\u2011care.", - "context": "Conversation session between Caroline and Melanie", + "id": "375391b0-2fc2-4710-9c65-afa156bb1da6", + "text": "Melanie ran a charity race for mental health on Saturday, May 20, 2023, which she found rewarding and prompted her to think about taking care of minds.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", "event_date": "2023-05-20T13:14:00+00:00", - "weight": 0.37939539639340036, - "activation": 0.7646513213113347, + "weight": 0.30522397371921195, + "activation": 0.7788526183708753, "semantic_similarity": 0.0, - "recency": 1.4596561637519633e-39, - "frequency": 2.0 + "recency": 1.3664421111110069e-39, + "frequency": 1.4771212547196624 }, { - "id": "30c218c6-e315-4865-8a53-c3089cc4f2e5", - "text": "Melanie thanked Caroline and said the charity race was thought\u2011provoking.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-25T13:14:00+00:00", - "weight": 0.37907205137395794, - "activation": 0.76357350457986, + "id": "e01a849d-649c-4453-8092-a0c67e071003", + "text": "Melanie went swimming with her children on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.20452913086376773, + "activation": 0.6817637695458925, "semantic_similarity": 0.0, - "recency": 2.4065661650418155e-39, - "frequency": 2.0 + "recency": 4.1276660332713815e-40, + "frequency": 1.0 + }, + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.20180345779071632, + "activation": 0.672678192635721, + "semantic_similarity": 0.0, + "recency": 1.0381834379070262e-38, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The correct answer specifies the Sunday before 25 May 2023, which is 21 May 2023. The predicted answer gives Saturday, 20 May 2023, which is a different day, so they are not equivalent." - }, - { - "question": "What did Melanie paint recently?", - "correct_answer": "sunset", - "predicted_answer": "A horse painting.", - "reasoning": "Item 0 explicitly says she created a horse painting recently. Item 2 mentions a painting from last week (which could be recent but is less directly tied to \u201crecently\u201d) and focuses on inspiration rather than subject. Item 1 lacks timing details.", - "category": 1, - "retrieved_memories": [ - { - "id": "1562d91b-8358-42ea-9d94-748f46a499db", - "text": "Melanie shared a photo of a horse painting she created recently.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T15:31:00+00:00", - "weight": 0.3895082294940948, - "activation": 0.7983607649803162, - "semantic_similarity": 0.0, - "recency": 1.9687022595229384e-35, - "frequency": 2.0 - }, - { - "id": "e54b687e-8c75-4e9f-8479-208b2a49ac8a", - "text": "Melanie created an abstract painting and shared it.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3887945365546507, - "activation": 0.7959817885155023, - "semantic_similarity": 0.0, - "recency": 3.162525934754531e-33, - "frequency": 2.0 - }, - { - "id": "b9f441cf-00d4-4f87-a828-cfda1abfea34", - "text": "Melanie shared a painting she created last week, inspired by sunsets, with calming colors.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-06T10:31:00+00:00", - "weight": 0.3856785178184509, - "activation": 0.7855950593948364, - "semantic_similarity": 0.0, - "recency": 1.5704639019310304e-33, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'A horse painting' does not match the correct answer 'sunset'; they refer to different subjects, so they are not equivalent." - }, - { - "question": "In what ways is Caroline participating in the LGBTQ community?", - "correct_answer": "Joining activist group, going to pride parades, participating in an art show, mentoring program", - "predicted_answer": "She\u2019s joined the Connected LGBTQ Activists group, lends her voice to their advocacy, and uses her art to speak up for the community and promote acceptance.", - "reasoning": "I used item 0 to note she joined the activist group, item 1 to show she uses her art to advocate and promote acceptance, and item 2 to state she\u2019s giving her voice to the group. These directly describe her participation; there are no other relevant items in the context.", - "category": 1, - "retrieved_memories": [ - { - "id": "2ad708a1-5d1d-4eb7-bba5-c4fcd0edea17", - "text": "The activist group Caroline joined is called 'Connected LGBTQ Activists'.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.4003899335861224, - "activation": 0.8346331119537412, - "semantic_similarity": 0.0, - "recency": 6.720191728421265e-37, - "frequency": 2.0 - }, - { - "id": "cb96376b-7a1e-479e-a6a1-c09864dd44b0", - "text": "Caroline uses her art to speak up for the LGBTQ+ community and promote acceptance.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-14T14:24:00+00:00", - "weight": 0.3987769424915331, - "activation": 0.8292564749717771, - "semantic_similarity": 0.0, - "recency": 7.967010831132049e-36, - "frequency": 2.0 - }, - { - "id": "1c7af606-21b5-448c-a951-c5e46b267864", - "text": "Caroline is giving her voice to the LGBTQ activist group and believes she is making a real difference.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.3963842900762389, - "activation": 0.8212809669207964, - "semantic_similarity": 0.0, - "recency": 6.7201917280477665e-37, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer mentions joining an activist group and using art, which correspond to two items (activist group, art show) from the correct answer, but it does not mention participation in pride parades or a mentoring program. Therefore it does not fully match the correct answer." - }, - { - "question": "Where has Melanie camped?", - "correct_answer": "beach, mountains, forest", - "predicted_answer": "In the mountains.", - "reasoning": "Item 0 states she took her family camping in the mountains, and item 2 refers to it as a mountain camping trip. Item 1 mentions the camping trip and activities but does not specify the location, so it wasn\u2019t used to determine where she camped.", - "category": 1, - "retrieved_memories": [ - { - "id": "a3e155a9-36b4-49e6-b450-53ad02e14c68", - "text": "Melanie took her family camping in the mountains last week.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-20T10:37:00+00:00", - "weight": 0.3810712406358493, - "activation": 0.7702374687861645, - "semantic_similarity": 0.0, - "recency": 3.205003138677861e-38, - "frequency": 2.0 - }, - { - "id": "f279b6c9-c6bf-41b2-a0f5-910e095b9920", - "text": "Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T00:00:00+00:00", - "weight": 0.3723195632385826, - "activation": 0.7410652107952753, - "semantic_similarity": 0.0, - "recency": 1.8454472858831227e-35, - "frequency": 2.0 - }, - { - "id": "c213873d-124e-4263-87e9-bb1170423c67", - "text": "During the mountain camping trip, Melanie's family went on a hike.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-20T10:37:00+00:00", - "weight": 0.3714528811843924, - "activation": 0.7381762706146414, - "semantic_similarity": 0.0, - "recency": 3.2050031380880883e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer only mentions \"mountains\" while the correct answer includes \"beach, mountains, forest\". It does not cover all the locations, so it is not equivalent." - }, - { - "question": "How many times has Melanie gone to the beach in 2023?", - "correct_answer": 2, - "predicted_answer": "I don't know", - "reasoning": "Item 0 says Melanie went camping on July 8\u20139, 2023, but doesn\u2019t mention the beach. Item 1 is about reading a book in 2022. Item 2 is about her marriage since 2018. None of the provided context mentions any trips to the beach in 2023, so the number cannot be determined from the given information.", - "category": 1, - "retrieved_memories": [ - { - "id": "59bc760e-185f-46fc-baf0-d9d894871c09", - "text": "Melanie went camping with her family during the weekend of July 8\u20139, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-08T00:00:00+00:00", - "weight": 0.3702540230902451, - "activation": 0.7341800769674837, - "semantic_similarity": 0.0, - "recency": 1.8550168216657072e-37, - "frequency": 2.0 - }, - { - "id": "ae4d3b8d-c0b4-4b46-bd35-2b086a131cc5", - "text": "On 2022-07-12, Melanie read a book that reminded her to always pursue her dreams.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2022-07-12T16:33:00+00:00", - "weight": 0.3558258053168178, - "activation": 0.686086017722726, - "semantic_similarity": 0.0, - "recency": 4.1712409665945694e-53, - "frequency": 2.0 - }, - { - "id": "db2171ee-ecd6-4c14-be2b-f73b8206aaf0", - "text": "Melanie has been married for five years, with the marriage beginning around 2018-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2018-06-09T19:55:00+00:00", - "weight": 0.3554140152160531, - "activation": 0.6847133840535102, - "semantic_similarity": 0.0, - "recency": 5.530467814828731e-118, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not state the correct answer of 2, so it is not equivalent." - }, - { - "question": "What types of pottery have Melanie and her kids made?", - "correct_answer": "bowls, cup", - "predicted_answer": "Pots (including a cup) and a plate.", - "reasoning": "I used item 1, which says they each made their own pots, including a cup, and item 2, which says Melanie made a pottery plate. Item 0 doesn\u2019t specify a type, so it didn\u2019t add detail.", - "category": 1, - "retrieved_memories": [ - { - "id": "789ced0e-c74d-4aa0-85a5-dacb967c3417", - "text": "Melanie finished another pottery project.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.38920234675421395, - "activation": 0.79734115584738, - "semantic_similarity": 0.0, - "recency": 1.0728963393623516e-35, - "frequency": 2.0 - }, - { - "id": "efe08615-6069-4d6b-936e-6774bb24a47e", - "text": "Melanie took her children to a pottery workshop on Friday, July 14, 2023, where they each made their own pots, including a cup, and found the activity fun and therapeutic.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-14T13:51:00+00:00", - "weight": 0.38346448243836906, - "activation": 0.7782149414612304, - "semantic_similarity": 0.0, - "recency": 3.5808545786280813e-37, - "frequency": 2.0 - }, - { - "id": "0f5465f1-3ab7-4bf0-99bd-6be3fb69702e", - "text": "Melanie made a pottery plate in a pottery class on 2023-08-24 and expressed that she loves pottery because it is relaxing and creative.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-24T13:33:00+00:00", - "weight": 0.3752714820287074, - "activation": 0.7509049400956914, - "semantic_similarity": 0.0, - "recency": 2.1579987655436593e-35, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer mentions pots (including a cup) and a plate, which does not match the required bowls and cup. It adds a plate and replaces bowls with pots, so the content is not equivalent." - }, - { - "question": "What kind of art does Caroline make?", - "correct_answer": "abstract art", - "predicted_answer": "Painting", - "reasoning": "Item 0 explicitly states Caroline uses painting as a form of self-expression, indicating she makes paintings. Items 1 and 2 give background (duration and inspiration) but don't specify the type of art.", - "category": 1, - "retrieved_memories": [ - { - "id": "ecbe1bf6-7f69-40ac-afc4-e7e58e03f4bc", - "text": "Caroline loves creating art and uses painting as a form of self-expression.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T15:31:00+00:00", - "weight": 0.40007186978841314, - "activation": 0.8335728992947106, - "semantic_similarity": 0.0, - "recency": 1.9687030628835035e-35, - "frequency": 2.0 - }, - { - "id": "5970822b-a5b8-4f04-970b-aaef341659d5", - "text": "Caroline has been creating art since she was about 17 years old.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-09-13T00:09:00+00:00", - "weight": 0.39674192210263054, - "activation": 0.8224730736754352, - "semantic_similarity": 0.0, - "recency": 1.50796658585485e-34, - "frequency": 2.0 - }, - { - "id": "b8849ebd-a870-4b5d-a470-1f1408497290", - "text": "Caroline was inspired by the poetry reading posters to create her own artwork.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.38698611590142606, - "activation": 0.7899537196714204, - "semantic_similarity": 0.0, - "recency": 3.162527225453333e-33, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "Painting refers to a medium, while abstract art refers to a style; they are not the same, so the predicted answer does not match the correct answer." - }, - { - "question": "What books has Melanie read?", - "correct_answer": "\"Nothing is Impossible\", \"Charlotte's Web\"", - "predicted_answer": "Charlotte's Web. She also read an unspecified book on 2022-07-12 and another recommended by Caroline, but their titles are unknown.", - "reasoning": "- From item 2, Melanie recalled loving reading \u201cCharlotte\u2019s Web,\u201d so that is a known book she has read.\n- Item 0 mentions she read a book on 2022-07-12 but does not name it, so I can\u2019t specify the title.\n- Item 1 says she has been reading a book recommended by Caroline but gives no title, so I also can\u2019t name it.", - "category": 1, - "retrieved_memories": [ - { - "id": "ae4d3b8d-c0b4-4b46-bd35-2b086a131cc5", - "text": "On 2022-07-12, Melanie read a book that reminded her to always pursue her dreams.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2022-07-12T16:33:00+00:00", - "weight": 0.3661403746353914, - "activation": 0.7204679154513046, - "semantic_similarity": 0.0, - "recency": 4.1712368834006574e-53, - "frequency": 2.0 - }, - { - "id": "f2076461-bd79-437b-8c90-9377427205da", - "text": "Melanie has been reading a book that Caroline recommended and is painting to keep busy.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3598651331904296, - "activation": 0.6995504439680987, - "semantic_similarity": 0.0, - "recency": 3.16252847407352e-33, - "frequency": 2.0 - }, - { - "id": "17eb1bce-2528-474c-9877-2dbeb8fe58eb", - "text": "Melanie recalled that she loved reading the book \"Charlotte's Web\" when she was a child.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-06T20:18:00+00:00", - "weight": 0.3501349568246366, - "activation": 0.6671165227487886, - "semantic_similarity": 0.0, - "recency": 1.652808758243928e-37, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer only mentions Charlotte's Web and does not include the other required title, \"Nothing is Impossible\". Therefore it does not match the correct answer." - }, - { - "question": "When did Melanie read the book \"nothing is impossible\"?", - "correct_answer": 2022, - "predicted_answer": "I don't know", - "reasoning": "The context does not mention a book titled \u201cnothing is impossible.\u201d Item 0 notes that on 2022-07-12 Melanie read a book that reminded her to pursue her dreams, but it doesn\u2019t specify the title, so we can\u2019t conclude it\u2019s the same book. The other items are unrelated.", - "category": 2, - "retrieved_memories": [ - { - "id": "ae4d3b8d-c0b4-4b46-bd35-2b086a131cc5", - "text": "On 2022-07-12, Melanie read a book that reminded her to always pursue her dreams.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2022-07-12T16:33:00+00:00", - "weight": 0.3507559000544667, - "activation": 0.6691863335148891, - "semantic_similarity": 0.0, - "recency": 4.171243318098449e-53, - "frequency": 2.0 - }, - { - "id": "f2076461-bd79-437b-8c90-9377427205da", - "text": "Melanie has been reading a book that Caroline recommended and is painting to keep busy.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3358624892398728, - "activation": 0.6195416307995759, - "semantic_similarity": 0.0, - "recency": 3.162533352606885e-33, - "frequency": 2.0 - }, - { - "id": "db2171ee-ecd6-4c14-be2b-f73b8206aaf0", - "text": "Melanie has been married for five years, with the marriage beginning around 2018-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2018-06-09T19:55:00+00:00", - "weight": 0.3328075950501093, - "activation": 0.6093586501670311, - "semantic_similarity": 0.0, - "recency": 5.530470931504487e-118, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not provide the year 2022, so it is not equivalent to the correct answer." - }, - { - "question": "When did Melanie go camping in July?", - "correct_answer": "two weekends before 17 July 2023", - "predicted_answer": "During the weekend of July 8\u20139, 2023.", - "reasoning": "I used context item 0, which specifies a July camping trip on the weekend of July 8\u20139, 2023. Item 1 refers to August 23, not July, and item 2 lacks a specific date and does not indicate July.", - "category": 2, - "retrieved_memories": [ - { - "id": "59bc760e-185f-46fc-baf0-d9d894871c09", - "text": "Melanie went camping with her family during the weekend of July 8\u20139, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-08T00:00:00+00:00", - "weight": 0.3954033819081419, - "activation": 0.8180112730271397, - "semantic_similarity": 0.0, - "recency": 1.8550152396504902e-37, - "frequency": 2.0 - }, - { - "id": "f279b6c9-c6bf-41b2-a0f5-910e095b9920", - "text": "Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T00:00:00+00:00", - "weight": 0.3933308997748116, - "activation": 0.8111029992493721, - "semantic_similarity": 0.0, - "recency": 1.8454492160489734e-35, - "frequency": 2.0 - }, - { - "id": "a3e155a9-36b4-49e6-b450-53ad02e14c68", - "text": "Melanie took her family camping in the mountains last week.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-20T10:37:00+00:00", - "weight": 0.37908433166397615, - "activation": 0.7636144388799205, - "semantic_similarity": 0.0, - "recency": 3.205006490256024e-38, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The correct answer specifies \"two weekends before 17 July 2023,\" which refers to the weekend of 1\u20132 July 2023 (the second weekend prior to the 17th). The predicted answer gives the weekend of 8\u20139 July 2023, which is only one weekend before the 17th, so the answers are not equivalent." + "correctness_reasoning": "The correct answer specifies the Sunday before 25 May 2023, which is 21 May 2023. The predicted answer gives Saturday, 20 May 2023, a different day, so they are not equivalent." }, { "question": "How long ago was Caroline's 18th birthday?", "correct_answer": "10 years ago", - "predicted_answer": "I don\u2019t know.", - "reasoning": "The context provides dates for when Caroline moved (2019-06-09) and when she started guitar (2018-08-28, five years ago), and notes she began creating art at about 17, but it never states her birthdate or the date she turned 18. Without a date for when she was 17 or her current age, we cannot determine how long ago her 18th birthday was.", + "predicted_answer": "It cannot be determined from the provided memories.", + "reasoning": "From \u201cCaroline started transitioning on 2020-06-09, three years before the reference date,\u201d the reference date is June 9, 2023. However, none of the memories state when Caroline turned 18. Events on June 9, 2019 (moving) and June 9, 2020 (transition start) are not identified as her 18th birthday, so we cannot calculate how long ago her 18th birthday was relative to June 9, 2023.", "category": 2, "retrieved_memories": [ { - "id": "5970822b-a5b8-4f04-970b-aaef341659d5", - "text": "Caroline has been creating art since she was about 17 years old.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-09-13T00:09:00+00:00", - "weight": 0.3801309159359113, - "activation": 0.7671030531197043, + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.21475409181391988, + "activation": 0.7158469727130663, "semantic_similarity": 0.0, - "recency": 1.5079656123859377e-34, - "frequency": 2.0 + "recency": 3.680128178710665e-102, + "frequency": 1.0 }, { - "id": "eb08c29e-5e83-4c46-8660-25f9259d29c5", - "text": "Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.36625793978477394, - "activation": 0.7208597992825798, + "id": "95e34a58-9a42-45ce-ad7f-59f4e9c01376", + "text": "Caroline started transitioning on 2020-06-09, three years before the reference date.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2020-06-09T19:55:00+00:00", + "weight": 0.21271155921083132, + "activation": 0.7090385307027711, "semantic_similarity": 0.0, - "recency": 1.1090047027826934e-38, - "frequency": 2.0 + "recency": 2.8909526798869746e-86, + "frequency": 1.0 }, { - "id": "4efedc9a-a336-49b1-94f4-375fd888b6f2", - "text": "Caroline started playing acoustic guitar around 2018-08-28, five years ago, and uses it to express emotions and escape.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2018-08-28T15:19:00+00:00", - "weight": 0.36312609197562346, - "activation": 0.7104203065854116, + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.21158127646669578, + "activation": 0.7052709215556526, "semantic_similarity": 0.0, - "recency": 1.6173085032063291e-114, - "frequency": 2.0 + "recency": 4.127786312813782e-40, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don\u2019t know.' does not state that Caroline's 18th birthday was 10 years ago, so it is not equivalent to the correct answer." + "correctness_reasoning": "The predicted answer states that the information cannot be determined, which contradicts the correct answer of '10 years ago'. Therefore, they are not equivalent." }, { - "question": "Who supports Caroline when she has a negative experience?", - "correct_answer": "Her mentors, family, and friends", - "predicted_answer": "Her support system.", - "reasoning": "Item 0 states that Caroline received helpful support and realized the importance of having a support system. The context does not name a specific person, so the best-supported answer is that her support system supports her.", + "question": "Who is Melanie a fan of in terms of modern music?", + "correct_answer": "Ed Sheeran", + "predicted_answer": "Ed Sheeran (specifically his song \u201cPerfect\u201d).", + "reasoning": "Memory (2023-08-28) states Melanie is a fan of the modern artist Ed Sheeran\u2019s song \u201cPerfect.\u201d No later contradictory memories.", + "category": 4, + "retrieved_memories": [ + { + "id": "cbb2a822-d936-4019-889b-b23a61be0141", + "text": "Melanie is a fan of classical composers such as Bach and Mozart, as well as modern artist Ed Sheeran's song 'Perfect', as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.32687916291098484, + "activation": 0.7401122075352734, + "semantic_similarity": 0.0, + "recency": 3.035811119695323e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.3160419726916024, + "activation": 0.6643976171135195, + "semantic_similarity": 0.0, + "recency": 3.035811119333452e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "c94e3283-3b8c-4a21-a9eb-db10cd4363e8", + "text": "Melanie believes that music brings people together and creates joy, as expressed on 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.26820711219155613, + "activation": 0.6554630799453559, + "semantic_similarity": 0.0, + "recency": 3.0358111190979865e-35, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer identifies Ed Sheeran as the fan's favorite, matching the correct answer; the additional detail about the song \u201cPerfect\u201d does not change the correctness." + }, + { + "question": "When did Melanie paint a sunrise?", + "correct_answer": 2022, + "predicted_answer": "There\u2019s no record of Melanie painting a sunrise in the provided memories.", + "reasoning": "The memories mention a nature-inspired painting from the weekend of July 8, 2023, and a sunset-inspired painting on October 6, 2023, but none reference a sunrise.", + "category": 2, + "retrieved_memories": [ + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.28244640872514293, + "activation": 0.7909730312518192, + "semantic_similarity": 0.0, + "recency": 2.2326857956571897e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "7a1f971a-607f-4d84-841c-84317e09aafb", + "text": "Melanie shared a photo of the nature-inspired painting created on the weekend of 2023-07-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-08T13:51:00+00:00", + "weight": 0.2774107826481065, + "activation": 0.7741876109950311, + "semantic_similarity": 0.0, + "recency": 1.8397421747192633e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "7ed8394c-3774-446f-b17b-27709374b9ff", + "text": "Melanie created a sunset\u2011inspired painting last week (2023-10-06) that uses calming colors to evoke tranquility.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.23988213299651154, + "activation": 0.7996071099883718, + "semantic_similarity": 0.0, + "recency": 1.4701966665441808e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no record of Melanie painting a sunrise, which contradicts the correct answer that specifies the year 2022. Therefore, the answers are not equivalent." + }, + { + "question": "What did Caroline take away from the book \"Becoming Nicole\"?", + "correct_answer": "Lessons on self-acceptance and finding support", + "predicted_answer": "That it\u2019s an inspiring true story about a trans girl and her family.", + "reasoning": "From memory (2), Caroline described \u201cBecoming Nicole\u201d as an inspiring true story about a trans girl and her family. No other memories contradict or add nuance to this takeaway.", + "category": 4, + "retrieved_memories": [ + { + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.3005804444106501, + "activation": 0.6128591895103455, + "semantic_similarity": 0.0, + "recency": 2.9603652059909318e-33, + "frequency": 1.7781512503836434 + }, + { + "id": "5c5247d5-1e58-4d0c-919e-fbf20c51031e", + "text": "Caroline created a self-portrait last week and shared the recent painting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-16T15:31:00+00:00", + "weight": 0.27158867529391895, + "activation": 0.6042655886490821, + "semantic_similarity": 0.0, + "recency": 9.151348572226541e-36, + "frequency": 1.6020599913279623 + }, + { + "id": "c436a8ea-f961-47e7-be8f-ed898da44098", + "text": "Caroline recommended the book \"Becoming Nicole\" by Amy Ellis Nutt, describing it as an inspiring true story about a trans girl and her family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.20040525197982786, + "activation": 0.6680175065994263, + "semantic_similarity": 0.0, + "recency": 2.7753917324032097e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes the book as an inspiring true story about a trans girl and her family, which does not convey the specific lessons Caroline took away\u2014self-acceptance and finding support. Therefore it is not equivalent to the correct answer." + }, + { + "question": "What book did Melanie read from Caroline's suggestion?", + "correct_answer": "\"Becoming Nicole\"", + "predicted_answer": "The specific book title isn\u2019t provided in the memories.", + "reasoning": "The memories only state that Melanie was reading a book Caroline recommended on 2023-10-13, but they do not name the book.", "category": 1, "retrieved_memories": [ { - "id": "4f939db0-b897-49cc-9d05-db6e1c74eea7", - "text": "Caroline previously struggled with mental health, received helpful support, and realized the importance of having a support system for others.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-12T16:33:00+00:00", - "weight": 0.3837761342525482, - "activation": 0.7792537808418274, + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.3099296124156367, + "activation": 0.7945380806922913, "semantic_similarity": 0.0, - "recency": 2.9649260839110204e-37, - "frequency": 2.0 + "recency": 2.9604808789225754e-33, + "frequency": 1.4771212547196624 }, { - "id": "bc68a8e2-73de-4a2b-a296-b889e6e0bede", - "text": "Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.", - "context": "Conversation session between Caroline and Melanie", + "id": "5d88b0b7-29ab-4697-8026-64bcb223652f", + "text": "Melanie thanked Caroline for allowing her to join her journey.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.28789666509419376, + "activation": 0.721094922954148, + "semantic_similarity": 0.0, + "recency": 1.0381536986900385e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "f441c40a-d5a0-42c5-9e67-e265af66e2a1", + "text": "Melanie shared a painting with Caroline, prompting Caroline to look at it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.3738807587481465, - "activation": 0.7462691958271551, + "weight": 0.28316201948447567, + "activation": 0.7053127709217544, "semantic_similarity": 0.0, - "recency": 4.409249985871881e-40, - "frequency": 2.0 - }, - { - "id": "0dd690fb-a226-4bb3-923b-8f35d64dde98", - "text": "Caroline believes that her own life journey and the support she received made a huge difference in her well\u2011being.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.36851524114608764, - "activation": 0.7283841371536255, - "semantic_similarity": 0.0, - "recency": 6.454096034175689e-38, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The predicted answer \"Her support system\" refers to the people who provide support, which includes mentors, family, and friends as listed in the correct answer. Thus it conveys the same content in a broader form." - }, - { - "question": "When did Melanie go to the museum?", - "correct_answer": "5 July 2023", - "predicted_answer": "Yesterday", - "reasoning": "Item 1 states Melanie took her children to a museum yesterday. Item 0 only notes a picture was viewed, with no date. Item 2 is about a camping trip on 2023-08-23 and is unrelated to the museum visit\u2019s timing.", - "category": 2, - "retrieved_memories": [ - { - "id": "732c00a6-44fc-45e0-8015-f88f0d1632ef", - "text": "Caroline viewed a picture that Melanie shared of the museum visit with her kids.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-06T20:18:00+00:00", - "weight": 0.3668973927765309, - "activation": 0.7229913092551029, - "semantic_similarity": 0.0, - "recency": 1.6528113008167184e-37, - "frequency": 2.0 - }, - { - "id": "cef24409-ecaf-4f2b-9d16-9f374e4c66e9", - "text": "Melanie took her children to a museum yesterday, spending time with them and enjoying their excitement at the dinosaur exhibit.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-05T20:18:00+00:00", - "weight": 0.3558546607960458, - "activation": 0.6861822026534861, - "semantic_similarity": 0.0, - "recency": 1.4955255098416373e-37, - "frequency": 2.0 - }, - { - "id": "f279b6c9-c6bf-41b2-a0f5-910e095b9920", - "text": "Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T00:00:00+00:00", - "weight": 0.34598302793300517, - "activation": 0.653276759776684, - "semantic_similarity": 0.0, - "recency": 1.8454518216691754e-35, - "frequency": 2.0 + "recency": 4.127547793748235e-40, + "frequency": 1.4771212547196624 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer \"Yesterday\" does not match the specific date \"5 July 2023\"; they are not equivalent." + "correctness_reasoning": "The predicted answer states that the specific book title isn\u2019t provided, which does not match the correct answer \"Becoming Nicole\". Therefore, it does not contain the correct answer." }, { - "question": "When did Melanie go to the pottery workshop?", - "correct_answer": "The Friday before 15 July 2023", - "predicted_answer": "Friday, July 14, 2023", - "reasoning": "Context item 0 explicitly states that Melanie took her children to a pottery workshop on Friday, July 14, 2023. Items 1 and 2 discuss other pottery-related updates without mentioning the date of the workshop, so they were not used.", + "question": "When did Caroline apply to adoption agencies?", + "correct_answer": "The week of 23 August 2023", + "predicted_answer": "Not specified in the provided memories.", + "reasoning": "Memory 0 states Caroline applied to adoption agencies but includes no timestamp. Dated events are May 25, 2023 (choosing an agency) and October 20, 2023 (passing interviews). Since the application has no dated memory, a specific date cannot be given, though it occurred before May 25, 2023.", "category": 2, "retrieved_memories": [ { - "id": "efe08615-6069-4d6b-936e-6774bb24a47e", - "text": "Melanie took her children to a pottery workshop on Friday, July 14, 2023, where they each made their own pots, including a cup, and found the activity fun and therapeutic.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-14T13:51:00+00:00", - "weight": 0.38909876696158363, - "activation": 0.7969958898719455, + "id": "ccfbbb50-3ea6-43ba-aaee-c7b259f762dc", + "text": "Caroline applied to adoption agencies as the first step toward becoming a mother.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.34233566701094975, + "activation": 0.840088894372518, "semantic_similarity": 0.0, - "recency": 3.580852465352537e-37, - "frequency": 2.0 + "recency": 1.8429698787336322e-35, + "frequency": 1.6020599913279623 }, { - "id": "789ced0e-c74d-4aa0-85a5-dacb967c3417", - "text": "Melanie finished another pottery project.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.3887716376049302, - "activation": 0.7959054586831008, + "id": "335fce63-b1c6-4724-bd94-0ec2771e1e69", + "text": "On May 25, 2023, Caroline chose that adoption agency because it supports LGBTQ+ individuals in the adoption process.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-25T13:14:00+00:00", + "weight": 0.31598959876855726, + "activation": 0.8147380352020264, "semantic_similarity": 0.0, - "recency": 1.0728957059290157e-35, - "frequency": 2.0 + "recency": 2.2528696824403853e-39, + "frequency": 1.4771212547196624 }, { - "id": "4f53d7b8-a128-48cf-af5f-02869c396525", - "text": "Melanie expressed excitement about future possibilities in pottery.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-03T13:36:00+00:00", - "weight": 0.3836335549841391, - "activation": 0.7787785166137972, + "id": "7186d141-1d1c-4e0b-b82f-f2537109e873", + "text": "Caroline passed the adoption agency interviews on Friday, October 20, 2023, marking a major step toward her goal of having a family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-20T09:55:00+00:00", + "weight": 0.2879153721904785, + "activation": 0.8092029094696045, "semantic_similarity": 0.0, - "recency": 1.190721259603924e-37, - "frequency": 2.0 + "recency": 5.946928189391889e-33, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer that Caroline applied during the week of 23 August 2023." + }, + { + "question": "When did Melanie go camping in July?", + "correct_answer": "two weekends before 17 July 2023", + "predicted_answer": "July 1\u20132, 2023.", + "reasoning": "Memory 1 explicitly states Melanie went camping with her family on the weekend of July 1\u20132, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.2794387403787478, + "activation": 0.7809474700971687, + "semantic_similarity": 0.0, + "recency": 1.7275763456342553e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "e4e45c41-0436-46b4-a325-7e2f7b1de782", + "text": "Melanie went camping with her family on the weekend of July 1-2 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-01T00:00:00+00:00", + "weight": 0.2501141726834586, + "activation": 0.833713908944862, + "semantic_similarity": 0.0, + "recency": 8.623359561628027e-38, + "frequency": 1.0 + }, + { + "id": "c9b8fc44-9425-46ae-a71c-e4cd74adde80", + "text": "On June 25, 2023, Melanie and her family are planning to go camping during the summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-06-25T13:14:00+00:00", + "weight": 0.23407531177548735, + "activation": 0.7802510392516245, + "semantic_similarity": 0.0, + "recency": 5.00087870377962e-38, + "frequency": 1.0 } ], "is_correct": true, - "correctness_reasoning": "The Friday before 15 July 2023 is 14 July 2023, which matches the predicted answer \"Friday, July 14, 2023\". Therefore the answers are equivalent." + "correctness_reasoning": "The phrase \"two weekends before 17 July 2023\" refers to the weekend two weeks prior to that date, which is July 1\u20132, 2023. The predicted answer exactly states July 1\u20132, 2023, so they are equivalent." }, { - "question": "When did Caroline and Melanie go to a pride fesetival together?", + "question": "In what ways is Caroline participating in the LGBTQ community?", + "correct_answer": "Joining activist group, going to pride parades, participating in an art show, mentoring program", + "predicted_answer": "Caroline participates by promoting LGBTQ rights, living openly and helping others do the same, volunteering in support of the LGBTQ+ community, and being an active member of the transgender community after her transition.", + "reasoning": "From the memories: (0) she promotes LGBTQ rights and lives authentically while helping others; (1) she volunteers in work supporting the LGBTQ+ community; (2) she transitioned and joined the transgender community, participating as a member. No conflicting timestamps are provided.", + "category": 1, + "retrieved_memories": [ + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.29882939624401145, + "activation": 0.8455829896480475, + "semantic_similarity": 0.0, + "recency": 1.8430210116589003e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "7d7e35fe-3c49-4414-92af-cdf6e6d4b998", + "text": "Caroline volunteers work that supports the LGBTQ+ community, aiming to create a more loving world.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.296019855947935, + "activation": 0.8362178553277927, + "semantic_similarity": 0.0, + "recency": 1.4116979625091717e-34, + "frequency": 1.3010299956639813 + }, + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.29082661256884484, + "activation": 0.8189070440641589, + "semantic_similarity": 0.0, + "recency": 2.2327000435508547e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer lists general actions like promoting rights, living openly, volunteering, and being an active transgender community member, which do not match the specific activities in the correct answer (joining an activist group, attending pride parades, participating in an art show, and a mentoring program). Therefore, they are not equivalent." + }, + { + "question": "Where has Melanie camped?", + "correct_answer": "beach, mountains, forest", + "predicted_answer": "In the forest.", + "reasoning": "Memories state Melanie and her family went on another camping trip in the forest, and a few weeks before September 13, 2023 she camped with her children and explored a forest during that trip.", + "category": 1, + "retrieved_memories": [ + { + "id": "90aeba94-5058-4783-9690-c8df57b22c94", + "text": "Melanie and her family went on another camping trip in the forest.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.32132270800591123, + "activation": 0.7700456976890564, + "semantic_similarity": 0.0, + "recency": 3.7046161530527656e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.30953074023312177, + "activation": 0.7307391384464249, + "semantic_similarity": 0.0, + "recency": 1.727544664825934e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "e4e45c41-0436-46b4-a325-7e2f7b1de782", + "text": "Melanie went camping with her family on the weekend of July 1-2 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-01T00:00:00+00:00", + "weight": 0.26770745777214533, + "activation": 0.7418431947418271, + "semantic_similarity": 0.0, + "recency": 8.623201423269457e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions the forest, whereas the correct answer includes beach, mountains, and forest. It does not cover all required locations, so they are not equivalent." + }, + { + "question": "When did Melanie read the book \"nothing is impossible\"?", "correct_answer": 2022, "predicted_answer": "2022", - "reasoning": "I used context item 0, which explicitly states they attended a Pride festival together in 2022. Items 1 and 2 discuss other events (a school awareness event and a charity race) and do not mention the festival date.", + "reasoning": "Memory 0 states Melanie read a book in 2022 that reminded her to always pursue her dreams, which corresponds to the book \u201cNothing is Impossible.\u201d No more specific date is provided.", "category": 2, "retrieved_memories": [ { - "id": "af8180ca-e0a8-41b5-8252-77f85986e022", - "text": "Caroline and Melanie attended a Pride festival together in 2022, describing it as a blast with supportive friends.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2022-08-17T13:50:00+00:00", - "weight": 0.3739254043146731, - "activation": 0.7464180143822436, + "id": "57b74367-5b01-4925-b504-1893cc394695", + "text": "Melanie recalled reading a book in 2022 that reminded her to always pursue her dreams.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2022-07-12T16:33:00+00:00", + "weight": 0.1984255313873305, + "activation": 0.6614184379577683, "semantic_similarity": 0.0, - "recency": 1.509416212098467e-51, - "frequency": 2.0 + "recency": 3.904973800151816e-53, + "frequency": 1.0 }, { - "id": "e3fed70e-c0c8-4ab0-8bd6-3c142d3c1c64", - "text": "Melanie expressed pride and support for Caroline's effort to spread LGBTQ awareness at the school event.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.36565908836302435, - "activation": 0.7188636278767478, + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.1978725196199111, + "activation": 0.6595750653997037, "semantic_similarity": 0.0, - "recency": 1.109005840438538e-38, - "frequency": 2.0 + "recency": 2.960654400478314e-33, + "frequency": 1.0 }, { - "id": "c568bba4-2786-4b35-a624-757ab4bd9678", - "text": "Caroline expressed pride in Melanie for taking part in the charity race.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-25T13:14:00+00:00", - "weight": 0.3651260733604431, - "activation": 0.717086911201477, + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2018-06-09T19:55:00+00:00", + "weight": 0.18596167731741936, + "activation": 0.6198722577247312, "semantic_similarity": 0.0, - "recency": 2.4065684315101577e-39, - "frequency": 2.0 + "recency": 5.1774357053560066e-118, + "frequency": 1.0 } ], "is_correct": true, "correctness_reasoning": "The predicted answer '2022' exactly matches the correct answer '2022', so they are equivalent." }, { - "question": "When did Melanie paint a sunrise?", - "correct_answer": 2022, - "predicted_answer": "I don\u2019t know.", - "reasoning": "None of the context items mention Melanie painting a sunrise. Item 0 is about a painting inspired by sunsets (not sunrise). Item 1 is a landscape still-life dated 2023-08-25 with no sunrise mentioned. Item 2 notes an abstract painting with no details about a sunrise. Therefore, the date of a sunrise painting is not provided.", - "category": 2, - "retrieved_memories": [ - { - "id": "b9f441cf-00d4-4f87-a828-cfda1abfea34", - "text": "Melanie shared a painting she created last week, inspired by sunsets, with calming colors.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-06T10:31:00+00:00", - "weight": 0.38807059043856246, - "activation": 0.7935686347952082, - "semantic_similarity": 0.0, - "recency": 1.5704663602215603e-33, - "frequency": 2.0 - }, - { - "id": "bbe0dfe4-be5f-4837-9843-75d21004333b", - "text": "Melanie painted a landscape still\u2011life artwork on 2023-08-25, describing it as recent and expressing that painting landscapes and still life are her favorite art forms.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-25T13:33:00+00:00", - "weight": 0.38185437416596346, - "activation": 0.7728479138865448, - "semantic_similarity": 0.0, - "recency": 2.3849584307008766e-35, - "frequency": 2.0 - }, - { - "id": "e54b687e-8c75-4e9f-8479-208b2a49ac8a", - "text": "Melanie created an abstract painting and shared it.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3802450913336928, - "activation": 0.7674836377789759, - "semantic_similarity": 0.0, - "recency": 3.1625308841041375e-33, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don\u2019t know.' does not contain the correct answer '2022' and therefore is not equivalent." - }, - { - "question": "What do Melanie's kids like?", - "correct_answer": "dinosaurs, nature", - "predicted_answer": "Nature.", - "reasoning": "Item 0 explicitly states Melanie has two younger kids who love nature, directly answering what they like. Item 1 mentions a beach trip where they had fun, but it doesn\u2019t explicitly state a general preference. Item 2 is about Melanie\u2019s belief in family time and isn\u2019t relevant to the kids\u2019 likes.", + "question": "What items has Melanie bought?", + "correct_answer": "Figurines, shoes", + "predicted_answer": "Figurines (bought on October 21, 2023).", + "reasoning": "The memories explicitly state she bought figurines on October 21, 2023. The note about new purple running shoes says she \u201cjust got\u201d them, not that she bought them, so only the figurines are confirmed purchases.", "category": 1, "retrieved_memories": [ { - "id": "46b3991f-2036-483f-b4e5-240fc1b4be21", - "text": "Melanie has two younger kids who love nature.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.38538311334747793, - "activation": 0.7846103778249265, + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3272637518212398, + "activation": 0.6683301527303378, "semantic_similarity": 0.0, - "recency": 6.454102804100164e-38, - "frequency": 2.0 + "recency": 1.411576404942925e-34, + "frequency": 1.8450980400142567 }, { - "id": "b694e877-b762-486d-bb16-1ecc10f67941", - "text": "Melanie and her family went to the beach recently, and the kids had a blast.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.3689752496510462, - "activation": 0.7299174988368207, + "id": "c0636294-49b2-455b-a71d-baf7779466b2", + "text": "Melanie mentioned that she just got new purple shoes for running.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.24797626651157678, + "activation": 0.6760725572065986, "semantic_similarity": 0.0, - "recency": 6.7201941125962154e-37, - "frequency": 2.0 + "recency": 2.7754023007809526e-37, + "frequency": 1.3010299956639813 }, { - "id": "5407ad19-b809-4f32-a01d-02ecf2fcd851", - "text": "Melanie believes that family time matters to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.36274783535314625, - "activation": 0.7091594511771542, + "id": "a7ed70c2-b129-4c79-bbfa-226dd206784d", + "text": "Melanie bought figurines on Thursday, October 21, 2023, which she says remind her of family love.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-21T09:55:00+00:00", + "weight": 0.20649010461686793, + "activation": 0.6883003487228931, "semantic_similarity": 0.0, - "recency": 6.45410280046977e-38, - "frequency": 2.0 + "recency": 6.571988492324077e-33, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer only mentions \"Nature\" and does not include \"dinosaurs\", so it does not fully match the correct answer which requires both dinosaurs and nature." + "correctness_reasoning": "The predicted answer only lists Figurines and omits Shoes, which are part of the correct answer. Therefore it does not contain the full correct answer." }, { - "question": "When did Caroline go to the adoption meeting?", - "correct_answer": "The friday before 15 July 2023", - "predicted_answer": "Friday, July 14, 2023", - "reasoning": "I used context item 0, which explicitly states Caroline attended a council meeting about adoption on Friday, July 14, 2023. Items 1 and 2 discuss contacting a mentor and receiving assistance but do not provide the meeting date, so they were not used.", + "question": "When did Melanie go to the pottery workshop?", + "correct_answer": "The Friday before 15 July 2023", + "predicted_answer": "The date isn\u2019t specified. None of the memories record Melanie attending a pottery workshop.", + "reasoning": "The only time-related entry says she signed up for a pottery class \u201cyesterday,\u201d but there\u2019s no timestamp to convert that to a calendar date, and it refers to signup, not attendance. No memory mentions a workshop date.", "category": 2, "retrieved_memories": [ { - "id": "7db02005-85be-4b93-b42f-8b32bc1db9bc", - "text": "Caroline attended a council meeting about adoption on Friday, July 14, 2023, found it inspiring and emotional, and felt more determined to adopt a child.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-14T13:51:00+00:00", - "weight": 0.3965841357011633, - "activation": 0.8219471190038777, + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.34361714537128313, + "activation": 0.7959054824029344, "semantic_similarity": 0.0, - "recency": 3.5808543621645934e-37, - "frequency": 2.0 + "recency": 1.004400449590724e-35, + "frequency": 1.6989700043360187 }, { - "id": "82019d6f-9764-4b42-a3a3-bd25d8f3ea39", - "text": "Caroline contacted her mentor for adoption advice.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3951524051933051, - "activation": 0.8171746839776838, + "id": "a9a86858-7b84-4111-a291-d854421065ab", + "text": "Melanie signed up for a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-02T13:36:00+00:00", + "weight": 0.2880952662486098, + "activation": 0.8098025563300422, "semantic_similarity": 0.0, - "recency": 3.162529429193858e-33, - "frequency": 2.0 + "recency": 1.0086257490169836e-37, + "frequency": 1.3010299956639813 }, { - "id": "946ad9f3-41d8-41dd-889c-e2837acb55c6", - "text": "Caroline received assistance from an adoption advice/assistance group that she attended.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-23T15:31:00+00:00", - "weight": 0.39396363902742204, - "activation": 0.8132121300914069, + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.2843271022168609, + "activation": 0.7972420095575459, "semantic_similarity": 0.0, - "recency": 1.9687044345869747e-35, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The correct answer states the meeting was on the Friday before 15\u202fJuly\u202f2023. The Friday preceding 15\u202fJuly\u202f2023 is 14\u202fJuly\u202f2023, which is exactly what the predicted answer provides." - }, - { - "question": "Would Caroline pursue writing as a career option?", - "correct_answer": "LIkely no; though she likes reading, she wants to be a counselor", - "predicted_answer": "I don't know", - "reasoning": "The context states Caroline plans to explore career options and is specifically interested in counseling or mental health, and has been researching those paths. There is no mention of writing as a career option, so I cannot determine if she would pursue writing.", - "category": 3, - "retrieved_memories": [ - { - "id": "c56cff23-c869-4b69-ab1e-ca6e768c2b9b", - "text": "Caroline plans to continue her education and explore career options, expressing excitement about these next steps.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.3815960128066551, - "activation": 0.7719867093555172, - "semantic_similarity": 0.0, - "recency": 4.4092500067596425e-40, - "frequency": 2.0 - }, - { - "id": "bc68a8e2-73de-4a2b-a296-b889e6e0bede", - "text": "Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.379407303823347, - "activation": 0.7646910127444899, - "semantic_similarity": 0.0, - "recency": 4.409250006581064e-40, - "frequency": 2.0 - }, - { - "id": "27373bd4-58ac-4e3f-814c-45ca3fb29f4a", - "text": "Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.366556347403309, - "activation": 0.7218544913443633, - "semantic_similarity": 0.0, - "recency": 6.454096064414177e-38, - "frequency": 2.0 + "recency": 1.4116959938503457e-34, + "frequency": 1.3010299956639813 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not convey the correct answer that Caroline is likely not pursuing writing as a career because she wants to be a counselor. It fails to match the content of the correct answer." + "correctness_reasoning": "The predicted answer states that the date is not specified and that no record exists of Melanie attending a pottery workshop, which contradicts the correct answer that provides a specific date (the Friday before 15 July 2023). Therefore, the answers are not equivalent." }, { - "question": "Would Melanie be considered a member of the LGBTQ community?", - "correct_answer": "Likely no, she does not refer to herself as part of it", - "predicted_answer": "I don't know", - "reasoning": "Item 1 only states that Melanie expressed pride and support for Caroline\u2019s LGBTQ awareness efforts, which does not indicate Melanie\u2019s own identity or membership. Items 0 and 2 are about Caroline and provide no information about Melanie\u2019s community status. Therefore, the context does not establish whether Melanie is a member of the LGBTQ community.", - "category": 3, + "question": "What did Melanie and her family see during their camping trip last year?", + "correct_answer": "Perseid meteor shower", + "predicted_answer": "A forest.", + "reasoning": "Memory (a few weeks before 2023-09-13) states they explored a forest during that camping trip, which corresponds to their trip in 2023 (last year relative to that timeframe).", + "category": 4, "retrieved_memories": [ { - "id": "2ad708a1-5d1d-4eb7-bba5-c4fcd0edea17", - "text": "The activist group Caroline joined is called 'Connected LGBTQ Activists'.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-20T20:56:00+00:00", - "weight": 0.3633607991552833, - "activation": 0.7112026638509443, + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.30507315808808244, + "activation": 0.7783498996004435, "semantic_similarity": 0.0, - "recency": 6.720176542103995e-37, - "frequency": 2.0 + "recency": 1.727574987765745e-35, + "frequency": 1.4771212547196624 }, { - "id": "e3fed70e-c0c8-4ab0-8bd6-3c142d3c1c64", - "text": "Melanie expressed pride and support for Caroline's effort to spread LGBTQ awareness at the school event.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.36063754590265595, - "activation": 0.7021251530088533, + "id": "90aeba94-5058-4783-9690-c8df57b22c94", + "text": "Melanie and her family went on another camping trip in the forest.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.2924618595218689, + "activation": 0.8243578672409058, "semantic_similarity": 0.0, - "recency": 1.1090052109983196e-38, - "frequency": 2.0 + "recency": 3.7046811787526858e-37, + "frequency": 1.3010299956639813 }, { - "id": "7ad904ba-8899-4d20-84f6-0f2f5a536b10", - "text": "Caroline joined a new LGBTQ activist group on Tuesday, July 18, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-18T20:56:00+00:00", - "weight": 0.35733507871627807, - "activation": 0.6911169290542603, + "id": "dab366a0-1ec1-42c2-a217-09619b2b116b", + "text": "During a recent camping trip, Melanie and her family bonded over stories, campfires, and nature, waking up to birdsong and fresh air, which refreshed her soul.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-20T18:55:00+00:00", + "weight": 0.23321959673341575, + "activation": 0.7773986557780526, "semantic_similarity": 0.0, - "recency": 5.5020152006307116e-37, - "frequency": 2.0 + "recency": 6.174129755741968e-33, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer \"I don't know\" does not convey the same information as the correct answer, which states that Melanie is likely not a member of the LGBTQ community because she does not refer to herself as part of it. The responses are not equivalent." - }, - { - "question": "When did Caroline join a mentorship program?", - "correct_answer": "The weekend before 17 July 2023", - "predicted_answer": "During the weekend of July 15\u201316, 2023.", - "reasoning": "Context item 0 explicitly states that Caroline joined a mentorship program during the weekend of July 15\u201316, 2023. Items 1 and 2 discuss subsequent activities and are not about the join date.", - "category": 2, - "retrieved_memories": [ - { - "id": "ece6819a-2b2e-4d1a-bd4a-5298d43605c1", - "text": "Caroline joined a mentorship program for LGBTQ youth during the weekend of July 15\u201316, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-15T00:00:00+00:00", - "weight": 0.39126593820655753, - "activation": 0.8042197940218586, - "semantic_similarity": 0.0, - "recency": 3.735540268915374e-37, - "frequency": 2.0 - }, - { - "id": "dacb9dd9-745d-43ea-91ba-8b339634222e", - "text": "Caroline met and supported several amazing young LGBTQ individuals through her mentorship program as of July 17, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-17T14:31:00+00:00", - "weight": 0.3873682308981359, - "activation": 0.7912274363271198, - "semantic_similarity": 0.0, - "recency": 4.847090216304846e-37, - "frequency": 2.0 - }, - { - "id": "82019d6f-9764-4b42-a3a3-bd25d8f3ea39", - "text": "Caroline contacted her mentor for adoption advice.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-10-13T10:31:00+00:00", - "weight": 0.3869963802697436, - "activation": 0.7899879342324787, - "semantic_similarity": 0.0, - "recency": 3.162527440479593e-33, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The weekend before 17\u202fJuly\u202f2023 falls on Saturday\u202f15\u202fJuly and Sunday\u202f16\u202fJuly\u202f2023. The predicted answer states the weekend of July\u202f15\u201316\u202f2023, which is exactly the same period." - }, - { - "question": "When is Caroline going to the transgender conference?", - "correct_answer": "July 2023", - "predicted_answer": "July 2023", - "reasoning": "I used context item 0, which explicitly states Caroline plans to attend a transgender conference in July 2023. While item 2 mentions an LGBTQ conference on 2023-07-10, it does not explicitly say it\u2019s the transgender conference, so I did not assume they are the same event.", - "category": 2, - "retrieved_memories": [ - { - "id": "86fa0797-8e72-4388-8cd1-826a0fb15c09", - "text": "Caroline plans to attend a transgender conference in July 2023 to meet community members and learn about advocacy.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-03T13:36:00+00:00", - "weight": 0.40348256389744774, - "activation": 0.8449418796581594, - "semantic_similarity": 0.0, - "recency": 1.1907209769496226e-37, - "frequency": 2.0 - }, - { - "id": "de9d34a8-55f3-45db-b73d-354f8ae9fae9", - "text": "Caroline intends to keep Melanie updated about her upcoming transgender conference.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-03T13:36:00+00:00", - "weight": 0.39779543280601504, - "activation": 0.82598477602005, - "semantic_similarity": 0.0, - "recency": 1.1907209768958641e-37, - "frequency": 2.0 - }, - { - "id": "650fe33d-7b81-4ff7-b3f0-1a54ba21e48b", - "text": "At the LGBTQ conference on 2023-07-10, Caroline met and connected with people who have experienced similar gender\u2011identity journeys.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-10T16:33:00+00:00", - "weight": 0.39380459189414974, - "activation": 0.8126819729804993, - "semantic_similarity": 0.0, - "recency": 2.427472647166277e-37, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The predicted answer \"July 2023\" exactly matches the correct answer, so they are equivalent." + "correctness_reasoning": "The predicted answer 'A forest' does not match the correct answer 'Perseid meteor shower'; they refer to completely different things and are not equivalent." }, { "question": "When did Melanie sign up for a pottery class?", "correct_answer": "2 July 2023", - "predicted_answer": "I don't know.", - "reasoning": "Item 0 states Melanie signed up for a pottery class but provides no date. Item 1 includes a date (2023-08-24) for making a pottery plate, not for signing up. Item 2 notes another project finished without dates. Therefore, the sign-up date is not given in the context.", + "predicted_answer": "October 30, 2025", + "reasoning": "The memory states Melanie signed up for a pottery class \u201cyesterday.\u201d With today being October 31, 2025, \u201cyesterday\u201d corresponds to October 30, 2025.", "category": 2, "retrieved_memories": [ { - "id": "41d4b4de-a9ef-45e4-9515-f54c747f36c4", - "text": "Melanie signed up for a pottery class as a form of therapy and creative self\u2011expression.", - "context": "Conversation session between Caroline and Melanie", + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3539779326680998, + "activation": 0.8304414400589899, + "semantic_similarity": 0.0, + "recency": 1.411628631955299e-34, + "frequency": 1.6989700043360187 + }, + { + "id": "a9a86858-7b84-4111-a291-d854421065ab", + "text": "Melanie signed up for a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", "event_date": "2023-07-02T13:36:00+00:00", - "weight": 0.40377046190324195, - "activation": 0.8459015396774733, + "weight": 0.3414745800046097, + "activation": 0.8996879726555344, "semantic_similarity": 0.0, - "recency": 1.077409422506865e-37, - "frequency": 2.0 + "recency": 1.0085776204637284e-37, + "frequency": 1.4771212547196624 }, { - "id": "0f5465f1-3ab7-4bf0-99bd-6be3fb69702e", - "text": "Melanie made a pottery plate in a pottery class on 2023-08-24 and expressed that she loves pottery because it is relaxing and creative.", - "context": "Conversation session between Caroline and Melanie", + "id": "e0fba866-e7ae-4fe1-916d-58a5efeaea2c", + "text": "Melanie made a pottery piece in a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", "event_date": "2023-08-24T13:33:00+00:00", - "weight": 0.4012813643002917, - "activation": 0.8376045476676393, + "weight": 0.32247245926843227, + "activation": 0.8363475702016098, "semantic_similarity": 0.0, - "recency": 2.1579980375388765e-35, - "frequency": 2.0 - }, - { - "id": "789ced0e-c74d-4aa0-85a5-dacb967c3417", - "text": "Melanie finished another pottery project.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.3851301810222972, - "activation": 0.783767270074324, - "semantic_similarity": 0.0, - "recency": 1.072895976910963e-35, - "frequency": 2.0 + "recency": 2.020131326308767e-35, + "frequency": 1.4771212547196624 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know.' does not provide the date '2 July 2023' and therefore is not equivalent to the correct answer." + "correctness_reasoning": "The correct answer is 2 July 2023, while the predicted answer is October 30, 2025. These dates are different, so the predicted answer does not match the correct answer." }, { - "question": "What activities has Melanie done with her family?", - "correct_answer": "Pottery, painting, camping, museum, swimming, hiking", - "predicted_answer": "She has played games, eaten good food, and hung out together with her family.", - "reasoning": "I used context 0 because it explicitly lists the activities: played games, ate good food, and hung out together. Contexts 1 and 2 describe her beliefs and feelings about family time, not specific activities.", + "question": "What symbols are important to Caroline?", + "correct_answer": "Rainbow flag, transgender symbol", + "predicted_answer": "The provided memories do not specify any particular symbols that are important to Caroline.", + "reasoning": "Reviewing memories 0\u20132, they describe Caroline\u2019s art, its purposes, and that it expresses her trans experience, but they do not mention any specific symbols. There are no timestamps or details identifying particular symbols, so this cannot be determined from the given information.", "category": 1, "retrieved_memories": [ { - "id": "f5b06217-19e9-4833-a8be-f0ef73e80b38", - "text": "Melanie described a recent family gathering where they played games, ate good food, and hung out together.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.3856436708185873, - "activation": 0.7854789027286244, + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3416232081985925, + "activation": 0.6871990338326701, "semantic_similarity": 0.0, - "recency": 1.1090047287955196e-38, - "frequency": 2.0 + "recency": 1.4115649550853732e-34, + "frequency": 1.9030899869919433 }, { - "id": "5407ad19-b809-4f32-a01d-02ecf2fcd851", - "text": "Melanie believes that family time matters to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.38520373492218685, - "activation": 0.7840124497406229, + "id": "05fa7cd6-67ff-4de9-b990-a5fc5b60f7dc", + "text": "Caroline believes that art connects people, provides peace, and helps her express feelings.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2835940854693443, + "activation": 0.7067529908713164, "semantic_similarity": 0.0, - "recency": 6.454083119676822e-38, - "frequency": 2.0 + "recency": 2.2324896830649573e-35, + "frequency": 1.4771212547196624 }, { - "id": "8feaaee2-6e0b-4a9d-8a50-bf91dea39016", - "text": "Melanie expressed that she cherishes time with her family and feels alive and happy during those moments.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.3757344603538513, - "activation": 0.7524482011795044, + "id": "14d938bd-5294-4130-910e-3f0793e376ef", + "text": "Caroline's art expresses her trans experience, aiming to tell her story and help people understand the trans community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.2775763535664745, + "activation": 0.6866938845284172, "semantic_similarity": 0.0, - "recency": 1.1090047286838449e-38, - "frequency": 2.0 + "recency": 7.457678495114284e-36, + "frequency": 1.4771212547196624 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer mentions playing games, eating good food, and hanging out, which do not match the specific activities listed in the correct answer (pottery, painting, camping, museum, swimming, hiking). Therefore they are not equivalent." + "correctness_reasoning": "The predicted answer states that no symbols are specified, which does not match the correct answer that lists the rainbow flag and transgender symbol as important symbols." }, { - "question": "What did Caroline research?", - "correct_answer": "Adoption agencies", - "predicted_answer": "Counseling and mental health as a career.", - "reasoning": "I used context item 1, which explicitly states she has been researching counseling and mental health as a career. Item 0 mentions future research without specifics, and item 2 is about her sources of motivation, not the research topic.", + "question": "What do Melanie's kids like?", + "correct_answer": "dinosaurs, nature", + "predicted_answer": "They like going to museums.", + "reasoning": "A memory states Melanie took her children to a museum and enjoyed their excitement, indicating they like museums.", "category": 1, "retrieved_memories": [ { - "id": "b6873819-a2ba-4dfb-9b79-9a63a1251ce5", - "text": "Caroline said she is going to do some research after the conversation.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.3957800039321191, - "activation": 0.8192666797737304, - "semantic_similarity": 0.0, - "recency": 4.409244620307824e-40, - "frequency": 2.0 - }, - { - "id": "27373bd4-58ac-4e3f-814c-45ca3fb29f4a", - "text": "Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-27T10:37:00+00:00", - "weight": 0.3667885909550546, - "activation": 0.7226286365168487, - "semantic_similarity": 0.0, - "recency": 6.454088180187958e-38, - "frequency": 2.0 - }, - { - "id": "0aa11340-9afa-4c43-9782-98757ac9efe6", - "text": "Caroline identified her friends, family, and mentors as her sources of motivation.", - "context": "Conversation session between Caroline and Melanie", + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.36370347819945126, - "activation": 0.7123449273315041, + "weight": 0.3293066627407043, + "activation": 0.7482038736343384, "semantic_similarity": 0.0, - "recency": 1.1090055982722506e-38, - "frequency": 2.0 + "recency": 1.038170443150817e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.26358095937729187, + "activation": 0.7280882000923157, + "semantic_similarity": 0.0, + "recency": 3.7046808098066766e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "2ae744b2-932d-4c05-93f3-cb5c6979963e", + "text": "Melanie took her children to a museum yesterday, spending time with them and enjoying their excitement.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-05T20:18:00+00:00", + "weight": 0.2583013400920163, + "activation": 0.710489469141397, + "semantic_similarity": 0.0, + "recency": 1.3999998140121407e-37, + "frequency": 1.3010299956639813 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer 'Counseling and mental health as a career' does not match the correct answer 'Adoption agencies'; they refer to different topics." + "correctness_reasoning": "The predicted answer mentions museums, which does not include the specific items 'dinosaurs' and 'nature' from the correct answer, so they are not equivalent." }, { - "question": "What does Melanie do to destress?", - "correct_answer": "Running, pottery", - "predicted_answer": "She goes running (she\u2019s been running longer to destress).", - "reasoning": "I used context item 0, which explicitly says Melanie has been running longer to destress and clear her mind. Items 1 and 2 discuss her belief in self-care and being busy but don\u2019t specify how she destresses.", - "category": 1, - "retrieved_memories": [ - { - "id": "105d4582-ffce-4d2c-84ce-f5b7e625dd5b", - "text": "On 2023-07-12, Melanie has been running longer since her last conversation with Caroline, using it to destress and clear her mind.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-12T16:33:00+00:00", - "weight": 0.3726252794265747, - "activation": 0.742084264755249, - "semantic_similarity": 0.0, - "recency": 2.964921454652688e-37, - "frequency": 2.0 - }, - { - "id": "dab4a6e7-e86d-4dda-b4e2-ea89d7bfd1ad", - "text": "Melanie believes that taking care of oneself is vital.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.36710296869277953, - "activation": 0.7236765623092651, - "semantic_similarity": 0.0, - "recency": 4.409243101134483e-40, - "frequency": 2.0 - }, - { - "id": "eb82f8f8-0025-4bb8-b46e-aa11a89e3ae6", - "text": "Melanie is currently swamped with caring for her children and her work, indicating she feels very busy.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-05-08T13:56:00+00:00", - "weight": 0.36647307872772217, - "activation": 0.7215769290924072, - "semantic_similarity": 0.0, - "recency": 4.409243101047701e-40, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer only mentions running as a way Melanie destresses, but the correct answer includes both running and pottery. Since pottery is omitted, the answers are not equivalent." - }, - { - "question": "How long has Caroline had her current group of friends for?", - "correct_answer": "4 years", - "predicted_answer": "Four years.", - "reasoning": "Item 0 directly states she has known her current group of friends for four years. Item 2 corroborates this by noting she moved about four years ago on 2019-06-09. Item 1 (a recent meetup photo) doesn\u2019t inform the duration.", - "category": 2, - "retrieved_memories": [ - { - "id": "eb08c29e-5e83-4c46-8660-25f9259d29c5", - "text": "Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-09T19:55:00+00:00", - "weight": 0.4019898326390886, - "activation": 0.8399661087969621, - "semantic_similarity": 0.0, - "recency": 1.1090054992858055e-38, - "frequency": 2.0 - }, - { - "id": "853bf965-242e-4741-b9e2-471bf8f7a596", - "text": "The shared photo depicted Caroline and Melanie (and possibly other friends) meeting up last week.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-02T19:55:00+00:00", - "weight": 0.3656116733319568, - "activation": 0.7187055777731894, - "semantic_similarity": 0.0, - "recency": 5.507158327468794e-39, - "frequency": 2.0 - }, - { - "id": "3b03a48d-ac8f-400f-a851-85b09f6eac34", - "text": "Caroline moved from her home country approximately four years ago on 2019-06-09.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2019-06-09T19:55:00+00:00", - "weight": 0.3622080035333639, - "activation": 0.7073600117778798, - "semantic_similarity": 0.0, - "recency": 3.931062001105034e-102, - "frequency": 2.0 - } - ], - "is_correct": true, - "correctness_reasoning": "The predicted answer 'Four years.' conveys the same duration as the correct answer '4 years', just using words instead of numerals, so they are equivalent." - }, - { - "question": "Would Melanie be more interested in going to a national park or a theme park?", - "correct_answer": "National park; she likes the outdoors", - "predicted_answer": "I don't know", - "reasoning": "Item 1 only says Melanie enjoyed time at \u201ca park,\u201d which doesn\u2019t indicate whether she prefers national parks or theme parks. Item 0 just notes she\u2019s thinking about activities, and Item 2 is about Caroline\u2019s excitement for an event. None of these specify a preference between a national park and a theme park, so the context is insufficient to determine this.", + "question": "Would Caroline be considered religious?", + "correct_answer": "Somewhat, but not extremely religious", + "predicted_answer": "There isn\u2019t enough evidence to conclude that Caroline is religious.", + "reasoning": "None of the memories state Caroline\u2019s religious beliefs. While she created a stained glass window for a local church, that action alone doesn\u2019t confirm she is religious; it reflects her personal journey and community engagement rather than a stated faith affiliation.", "category": 3, "retrieved_memories": [ { - "id": "ea2fceb6-cf7c-44fc-befb-847d2bc3b58e", - "text": "Melanie said she would start thinking about possible activities for their upcoming trip.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.3704987752140302, - "activation": 0.7349959173801007, - "semantic_similarity": 0.0, - "recency": 1.0728959825175965e-35, - "frequency": 2.0 - }, - { - "id": "1ae3209b-37d4-4268-91fd-48724b3deac3", - "text": "Melanie also spent time at a park on the weekend of 2023-09-09 and enjoyed the experience, as noted by Caroline.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-09-09T00:00:00+00:00", - "weight": 0.3621915157976303, - "activation": 0.7073050526587678, - "semantic_similarity": 0.0, - "recency": 1.010189095040255e-34, - "frequency": 2.0 - }, - { - "id": "fb8d3c5e-2729-4ee6-8daa-3e21efd7c3b6", - "text": "Caroline told Melanie that she is stoked about an upcoming event", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-25T13:33:00+00:00", - "weight": 0.3564897414153972, - "activation": 0.688299138051324, - "semantic_similarity": 0.0, - "recency": 2.3849566841335316e-35, - "frequency": 2.0 - } - ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don't know' does not provide the correct answer 'National park; she likes the outdoors' and thus is not equivalent." - }, - { - "question": "What events has Caroline participated in to help children?", - "correct_answer": "Mentoring program, school speech", - "predicted_answer": "She volunteered at an LGBTQ+ youth center (2023-08-28) and attended an adoption advice/assistance group.", - "reasoning": "I used item 0 because volunteering at an LGBTQ+ youth center and speaking with young people directly indicates helping children/youth. I included item 2 because attending an adoption advice/assistance group is related to supporting children through adoption. I did not use item 1 since the advocacy event isn\u2019t specified as being focused on children.", - "category": 1, - "retrieved_memories": [ - { - "id": "b83914aa-4564-42d6-9983-380de1c26236", - "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, speaking with young people, finding the experience gratifying, and emphasizing the importance of kindness and support.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-28T15:19:00+00:00", - "weight": 0.37532529378081114, - "activation": 0.7510843126027038, - "semantic_similarity": 0.0, - "recency": 3.2431427274955706e-35, - "frequency": 2.0 - }, - { - "id": "93140621-4e07-4d23-873b-115fe08e100a", - "text": "Caroline attended an advocacy event that involved love and support, which she described as a cool experience.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-14T14:24:00+00:00", - "weight": 0.37514392733574076, - "activation": 0.7504797577858024, - "semantic_similarity": 0.0, - "recency": 7.967003787412433e-36, - "frequency": 2.0 - }, - { - "id": "946ad9f3-41d8-41dd-889c-e2837acb55c6", - "text": "Caroline received assistance from an adoption advice/assistance group that she attended.", - "context": "Conversation session between Caroline and Melanie", + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", "event_date": "2023-08-23T15:31:00+00:00", - "weight": 0.3743879691860735, - "activation": 0.7479598972869116, + "weight": 0.20843229814479303, + "activation": 0.6947743271493101, "semantic_similarity": 0.0, - "recency": 1.9687054022373425e-35, - "frequency": 2.0 + "recency": 1.8430338816112915e-35, + "frequency": 1.0 + }, + { + "id": "7d7e35fe-3c49-4414-92af-cdf6e6d4b998", + "text": "Caroline volunteers work that supports the LGBTQ+ community, aiming to create a more loving world.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.19812674511234432, + "activation": 0.6604224837078144, + "semantic_similarity": 0.0, + "recency": 1.4117078204892715e-34, + "frequency": 1.0 + }, + { + "id": "088a4c4c-9613-4f87-b05f-64a3c6541a26", + "text": "Caroline created a stained glass window for a local church to represent her personal journey as a transgender woman and to inspire others.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.19743766180985167, + "activation": 0.6581255393661722, + "semantic_similarity": 0.0, + "recency": 2.2327156346453065e-35, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The predicted answer mentions volunteering at an LGBTQ+ youth center and attending an adoption advice/assistance group, which do not match the correct answer of a mentoring program and a school speech. Therefore they are not equivalent." + "correctness_reasoning": "The correct answer states that Caroline is somewhat religious (though not extremely), whereas the predicted answer claims there is insufficient evidence to conclude she is religious at all. These statements are not equivalent." }, { - "question": "When is Melanie planning on going camping?", - "correct_answer": "June 2023", - "predicted_answer": "I don\u2019t know.", - "reasoning": "Item 0 and item 1 describe past camping trips (July 8\u20139, 2023 and 2023-08-23). Item 2 mentions an upcoming trip but gives no date. Therefore, the context does not specify when the planned camping trip will occur.", + "question": "When did Melanie go to the park?", + "correct_answer": "27 August 2023", + "predicted_answer": "August 27, 2023", + "reasoning": "Memory 0 explicitly states Melanie took her children to a park on 2023-08-27. This is the only precise date provided for a park visit.", "category": 2, "retrieved_memories": [ { - "id": "59bc760e-185f-46fc-baf0-d9d894871c09", - "text": "Melanie went camping with her family during the weekend of July 8\u20139, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-08T00:00:00+00:00", - "weight": 0.39126233354357876, - "activation": 0.804207778478596, + "id": "178bf2a4-a442-499e-94db-a7a40d99f2ab", + "text": "Melanie took her children to a park on 2023-08-27, where they explored the area and played, having a good time outdoors.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-27T15:19:00+00:00", + "weight": 0.22777148650714713, + "activation": 0.7592382883571571, "semantic_similarity": 0.0, - "recency": 1.8550181308077751e-37, - "frequency": 2.0 + "recency": 2.7471483769715e-35, + "frequency": 1.0 }, { - "id": "f279b6c9-c6bf-41b2-a0f5-910e095b9920", - "text": "Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.", - "context": "Conversation session between Caroline and Melanie", + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", "event_date": "2023-08-23T00:00:00+00:00", - "weight": 0.3831775535907677, - "activation": 0.7772585119692258, + "weight": 0.21623338010013532, + "activation": 0.7207779336671177, "semantic_similarity": 0.0, - "recency": 1.8454520920984068e-35, - "frequency": 2.0 + "recency": 1.7276186809451927e-35, + "frequency": 1.0 }, { - "id": "ea2fceb6-cf7c-44fc-befb-847d2bc3b58e", - "text": "Melanie said she would start thinking about possible activities for their upcoming trip.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-17T13:50:00+00:00", - "weight": 0.37952014383793775, - "activation": 0.7650671461264592, + "id": "5968036a-613b-4475-984d-07b944a288f5", + "text": "Melanie also spent enjoyable time at a park around the same weekend, finding the moments joyful and beautiful.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-09T00:00:00+00:00", + "weight": 0.21179834078540485, + "activation": 0.7059944692846829, "semantic_similarity": 0.0, - "recency": 1.0728977575621291e-35, - "frequency": 2.0 + "recency": 9.456893771802382e-35, + "frequency": 1.0 } ], - "is_correct": false, - "correctness_reasoning": "The predicted answer 'I don\u2019t know.' does not provide the required information 'June 2023' and therefore is not equivalent to the correct answer." + "is_correct": true, + "correctness_reasoning": "The predicted answer 'August 27, 2023' is the same date as the correct answer '27 August 2023', just formatted differently, so they are equivalent." }, { - "question": "What LGBTQ+ events has Caroline participated in?", - "correct_answer": "Pride parade, school speech, support group", - "predicted_answer": "She attended an LGBTQ+ counseling workshop on Friday, June 23, 2023, and she announced a great night featuring LGBTQ artists and their talents.", - "reasoning": "I used item 0 because it explicitly states she attended an LGBTQ+ counseling workshop (an event). I included item 1 because it mentions she announced a great night featuring LGBTQ artists\u2014an event she was involved in by announcing it. I did not use item 2 because it describes her general advocacy through art, not a specific event.", - "category": 1, + "question": "What was grandma's gift to Caroline?", + "correct_answer": "necklace", + "predicted_answer": "A necklace.", + "reasoning": "Memory 0 explicitly states Caroline received a necklace from her grandmother in Sweden when she was young.", + "category": 4, "retrieved_memories": [ { - "id": "78e6378d-91b1-4c1e-8599-be9a9ff13d06", - "text": "Caroline attended an LGBTQ+ counseling workshop on Friday, June 23, 2023.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-06-23T10:37:00+00:00", - "weight": 0.3886385035109075, - "activation": 0.7954616783696917, + "id": "d8dff1d7-0f5d-40af-82ce-0ea94bf6677a", + "text": "Caroline received a necklace from her grandmother in Sweden when she was young; the necklace symbolizes love, faith, and strength and serves as a reminder of her roots and family support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.29293267697229364, + "activation": 0.737881629214481, "semantic_similarity": 0.0, - "recency": 4.326311740913417e-38, - "frequency": 2.0 + "recency": 6.041832083455322e-38, + "frequency": 1.4771212547196624 }, { - "id": "75be79b3-4928-41c3-abfc-ec5f23c0c268", - "text": "Caroline announced that there will be a great night featuring LGBTQ artists and their talents", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-25T13:33:00+00:00", - "weight": 0.3876648258466968, - "activation": 0.792216086155656, + "id": "5d88b0b7-29ab-4697-8026-64bcb223652f", + "text": "Melanie thanked Caroline for allowing her to join her journey.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.25119492941856836, + "activation": 0.6868014335632373, "semantic_similarity": 0.0, - "recency": 2.3849599464418158e-35, - "frequency": 2.0 + "recency": 1.0381676570162976e-38, + "frequency": 1.3010299956639813 }, { - "id": "cb96376b-7a1e-479e-a6a1-c09864dd44b0", - "text": "Caroline uses her art to speak up for the LGBTQ+ community and promote acceptance.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-14T14:24:00+00:00", - "weight": 0.38520636277255693, - "activation": 0.7840212092418564, + "id": "df22bd10-e559-412a-a289-a2a0f54c8e98", + "text": "Caroline thanked Melanie for her backing and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2030762853988665, + "activation": 0.676920951329555, "semantic_similarity": 0.0, - "recency": 7.967008600341632e-36, - "frequency": 2.0 + "recency": 1.0381676569201654e-38, + "frequency": 1.0 } ], - "is_correct": false, - "correctness_reasoning": "The predicted answer mentions an LGBTQ+ counseling workshop and a night featuring LGBTQ artists, which do not match the listed events of a Pride parade, school speech, and support group. Therefore the content is not equivalent." + "is_correct": true, + "correctness_reasoning": "The predicted answer 'A necklace.' conveys the same information as the correct answer 'necklace', just with an article and punctuation, which is acceptable." + }, + { + "question": "When did Melanie's friend adopt a child?", + "correct_answer": 2022, + "predicted_answer": "October 13, 2022", + "reasoning": "Memories 1 and 2 explicitly state the adoption was completed on 2022-10-13, which is the adoption date.", + "category": 2, + "retrieved_memories": [ + { + "id": "1eba6b67-2d6a-4a16-b57c-874bc6fd17e1", + "text": "Melanie said she feels she might want to adopt a child herself on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2679212788458664, + "activation": 0.7425559316542308, + "semantic_similarity": 0.0, + "recency": 2.9604691275226092e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "c21cbc5a-58f0-40ae-8e18-849d52596c33", + "text": "Melanie's friend now has a new child as a result of the adoption completed on 2022-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2022-10-13T10:31:00+00:00", + "weight": 0.24833164215088066, + "activation": 0.8277721405029356, + "semantic_similarity": 0.0, + "recency": 4.1649706665880955e-49, + "frequency": 1.0 + }, + { + "id": "52bd23c4-e8a0-40d3-b594-c1404c35cef6", + "text": "A friend of Melanie completed the adoption of a child in late 2022 (2022-10-13), after a long process, and is now happy with the new kid.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2022-10-13T10:31:00+00:00", + "weight": 0.24373145028727652, + "activation": 0.8124381676242551, + "semantic_similarity": 0.0, + "recency": 4.164970666457882e-49, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer gives a specific date (October 13, 2022) which includes the year 2022, matching the required answer. Hence they are equivalent." }, { "question": "When did Caroline have a picnic?", "correct_answer": "The week before 6 July 2023", - "predicted_answer": "Last week.", - "reasoning": "I used context item 0, which explicitly states that Caroline and her friends/family had a picnic last week. Item 1 only mentions a photo and comments without timing, and item 2 is about a beach visit on 2023-08-18, unrelated to the picnic\u2019s timing.", + "predicted_answer": "The exact date isn\u2019t determinable from the provided memories.", + "reasoning": "The only reference says the picnic was \u201clast week,\u201d but there\u2019s no timestamp for that memory to convert it into a specific date.", "category": 2, "retrieved_memories": [ { - "id": "13d1d7ea-20e4-411b-99f3-123bf55e99d2", - "text": "Caroline and her friends/family had a picnic last week.", - "context": "Conversation session between Caroline and Melanie", + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3165020728858393, + "activation": 0.6659312844276428, + "semantic_similarity": 0.0, + "recency": 4.127541646386581e-40, + "frequency": 1.7781512503836434 + }, + { + "id": "e28898d8-4497-4c89-8647-feb7c2c75314", + "text": "Caroline proposed planning a special summer outing for just the two of them (or a family outing) to catch up and explore nature.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2382706873989136, + "activation": 0.6437206268310547, + "semantic_similarity": 0.0, + "recency": 1.0043492858898438e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "4d4dd474-b344-4105-b288-fecc0e9e77fe", + "text": "Caroline and her friends/family had a picnic last week, which contributed to her feeling supported during her transition.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", "event_date": "2023-06-29T20:18:00+00:00", - "weight": 0.40624428652261024, - "activation": 0.8541476217420342, + "weight": 0.22830538238005, + "activation": 0.7610179412668333, "semantic_similarity": 0.0, - "recency": 8.207612536429902e-38, - "frequency": 2.0 - }, - { - "id": "ac867b49-d96e-4aff-a478-15866a3f2353", - "text": "Melanie commented on and viewed a photo that Caroline shared of the picnic.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-07-06T20:18:00+00:00", - "weight": 0.384485782220536, - "activation": 0.7816192740684534, - "semantic_similarity": 0.0, - "recency": 1.6528101966511319e-37, - "frequency": 2.0 - }, - { - "id": "a4b30f95-7c26-4219-9504-c4a50275f069", - "text": "Caroline visited a beach on 2023-08-18, watched the sun dip below the horizon, and felt the experience was amazing and calming, which later inspired her sunset painting.", - "context": "Conversation session between Caroline and Melanie", - "event_date": "2023-08-18T13:33:00+00:00", - "weight": 0.3575930061219039, - "activation": 0.6919766870730131, - "semantic_similarity": 0.0, - "recency": 1.1843354346627286e-35, - "frequency": 2.0 + "recency": 7.683226518715481e-38, + "frequency": 1.0 } ], "is_correct": false, - "correctness_reasoning": "The correct answer specifies a concrete time frame: the week preceding 6\u202fJuly\u202f2023. The predicted answer \"Last week\" is a relative, ambiguous reference that depends on the current date and does not necessarily correspond to that specific week. Therefore the answers are not equivalent." + "correctness_reasoning": "The predicted answer states that the exact date cannot be determined, which contradicts the correct answer that specifies the picnic occurred the week before 6 July 2023. Therefore, they are not equivalent." + }, + { + "question": "When did Melanie buy the figurines?", + "correct_answer": "21 October 2023", + "predicted_answer": "Thursday, October 21, 2023", + "reasoning": "Memory (2) explicitly states that Melanie bought the figurines on Thursday, October 21, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.35626797703426116, + "activation": 0.7104386687278748, + "semantic_similarity": 0.0, + "recency": 1.4115681475800133e-34, + "frequency": 1.9542425094393248 + }, + { + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2018-06-09T19:55:00+00:00", + "weight": 0.31902721756392394, + "activation": 0.6743484333545915, + "semantic_similarity": 0.0, + "recency": 5.176919407411552e-118, + "frequency": 1.7781512503836434 + }, + { + "id": "a7ed70c2-b129-4c79-bbfa-226dd206784d", + "text": "Melanie bought figurines on Thursday, October 21, 2023, which she says remind her of family love.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-21T09:55:00+00:00", + "weight": 0.2758556460296459, + "activation": 0.7690038222668291, + "semantic_similarity": 0.0, + "recency": 6.571950047460005e-33, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Thursday, October 21, 2023' conveys the same date as the correct answer '21 October 2023', just with a different format and inclusion of the weekday, so they are equivalent." + }, + { + "question": "What do Melanie's family give her?", + "correct_answer": "Strength and motivation", + "predicted_answer": "Love and support.", + "reasoning": "Memory 0 explicitly states her family provided love and support during a move.", + "category": 4, + "retrieved_memories": [ + { + "id": "5bc37070-2e69-4edf-b94c-fb145430de8f", + "text": "Melanie's family helped her during a move, providing love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.31659396140613266, + "activation": 0.8167525773272777, + "semantic_similarity": 0.0, + "recency": 3.704596604299344e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "cf94140a-d632-490e-848c-084d4753a1eb", + "text": "Melanie believes that family time matters to her.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.3082180525269409, + "activation": 0.7888328810633052, + "semantic_similarity": 0.0, + "recency": 6.041710968508902e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "40e86bdc-21d7-4703-adfd-cda525f8a2ce", + "text": "Melanie expressed a desire to be courageous for her family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.27752792190550507, + "activation": 0.7745780751863597, + "semantic_similarity": 0.0, + "recency": 1.0381468458456823e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'Love and support' does not match the correct answer 'Strength and motivation'; they are different concepts and not equivalent." + }, + { + "question": "What does Melanie say running has been great for?", + "correct_answer": "Her mental health", + "predicted_answer": "Her headspace.", + "reasoning": "Memory 1 states running has been beneficial for her headspace, which aligns with \u201cgreat for.\u201d", + "category": 4, + "retrieved_memories": [ + { + "id": "0d82f3c8-e1a3-4f0c-bd68-3786b73b9011", + "text": "Melanie said she has been running longer since their last chat as a way to de\u2011stress and clear her mind.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.23407223224639892, + "activation": 0.7802407741546631, + "semantic_similarity": 0.0, + "recency": 2.7756634406168824e-37, + "frequency": 1.0 + }, + { + "id": "ce50b41f-b8a3-43d9-ba9c-1aaad30b41e3", + "text": "Melanie explained that she has been running farther to de\u2011stress, which has been beneficial for her headspace.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.22704507708549498, + "activation": 0.7568169236183167, + "semantic_similarity": 0.0, + "recency": 2.775663440433781e-37, + "frequency": 1.0 + }, + { + "id": "c0636294-49b2-455b-a71d-baf7779466b2", + "text": "Melanie mentioned that she just got new purple shoes for running.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.21888508200645446, + "activation": 0.7296169400215149, + "semantic_similarity": 0.0, + "recency": 2.7756634403117e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Her headspace' refers to her mental state or mental well-being, which is synonymous with 'her mental health' as given in the correct answer. Therefore the content matches despite different wording." + }, + { + "question": "What did Caroline research?", + "correct_answer": "Adoption agencies", + "predicted_answer": "A career in counseling and mental health, focused on working with trans people.", + "reasoning": "Memory 2 explicitly states she is researching a career in counseling and mental health to work with trans people. Memory 0 provides the date she did research (May 8, 2023) but the question asks what she researched, which is specified in Memory 2.", + "category": 1, + "retrieved_memories": [ + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3524483298446408, + "activation": 0.8253427639807933, + "semantic_similarity": 0.0, + "recency": 4.1276316518100974e-40, + "frequency": 1.6989700043360187 + }, + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.2816394008615397, + "activation": 0.700237375511968, + "semantic_similarity": 0.0, + "recency": 1.4116548645037144e-34, + "frequency": 1.4771212547196624 + }, + { + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.28147746158313547, + "activation": 0.6996975779172872, + "semantic_similarity": 0.0, + "recency": 6.041873596865351e-38, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions a career in counseling and mental health for trans people, which does not match the correct answer of 'Adoption agencies'. They are unrelated topics." + }, + { + "question": "What are Melanie's pets' names?", + "correct_answer": "Oliver, Luna, Bailey", + "predicted_answer": "Luna (the dog) and Oliver (the cat).", + "reasoning": "Memory 0 explicitly states Melanie\u2019s pets are named Luna (dog) and Oliver (cat). No conflicting or later memories alter this.", + "category": 1, + "retrieved_memories": [ + { + "id": "9f34aa80-193c-47a1-8b37-1a0be506593c", + "text": "Melanie revealed that the names of their pets are Luna (the dog) and Oliver (the cat).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.30401511713263923, + "activation": 0.774823096415633, + "semantic_similarity": 0.0, + "recency": 2.775448183067093e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "fcbd80dc-0903-4053-9dfe-e2fab2e62d02", + "text": "Melanie shared a picture of her pet Oliver.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3013664040449451, + "activation": 0.7035246844858357, + "semantic_similarity": 0.0, + "recency": 1.8428927796587888e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "e88e631d-a713-461e-88a0-855edb51f72a", + "text": "Melanie loves painting animals and finds it peaceful and special.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.24309292406706712, + "activation": 0.6597947490582331, + "semantic_similarity": 0.0, + "recency": 1.8428927795372454e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only lists Luna and Oliver, omitting Bailey, so it does not match the full correct answer." + }, + { + "question": "When did Caroline attend a pride parade in August?", + "correct_answer": "The Friday before 14 August 2023", + "predicted_answer": "Friday, August 11, 2023.", + "reasoning": "Memory 1 explicitly states Caroline attended a pride parade on Friday 2023-08-11. This is the only August-dated pride parade in the memories, so the date is August 11, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "a11e0dda-39b7-4f6e-9844-a177ad77fe51", + "text": "Caroline attended an LGBT pride event in June 2023 (mid-June) and experienced a supportive atmosphere of love and acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-06-15T00:00:00+00:00", + "weight": 0.3113822252925288, + "activation": 0.7993801236152649, + "semantic_similarity": 0.0, + "recency": 1.7409496273789834e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "3cf59b50-3756-48fd-9b70-1abd90388437", + "text": "Caroline attended a pride parade on Friday 2023-08-11, describing it as awesome with energy and love, feeling proud and reminded of the importance of standing up for equality.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-11T14:24:00+00:00", + "weight": 0.29779693418503117, + "activation": 0.8421414494514465, + "semantic_similarity": 0.0, + "recency": 5.5248745503963125e-36, + "frequency": 1.3010299956639813 + }, + { + "id": "70806def-0c13-45fe-a2bd-426d1e6c2fc2", + "text": "Caroline attended a pride parade a few weeks earlier, joined the celebration, felt accepted, happy, proud, grateful, and experienced supportive community vibes.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-06-24T13:51:00+00:00", + "weight": 0.29037045827675834, + "activation": 0.8173865297572039, + "semantic_similarity": 0.0, + "recency": 4.53642410928638e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The correct answer specifies the Friday before 14 August 2023. 14 August 2023 falls on a Monday, so the preceding Friday is 11 August 2023. The predicted answer states Friday, August 11, 2023, which is exactly that date. Hence they are equivalent." + }, + { + "question": "Would Caroline pursue writing as a career option?", + "correct_answer": "LIkely no; though she likes reading, she wants to be a counselor", + "predicted_answer": "No. Caroline plans to pursue counseling/mental health, not writing.", + "reasoning": "All available memories state Caroline intends to continue her education and pursue a career in counseling or mental health\u2014particularly to support trans people. There is no mention of writing as a career option.", + "category": 3, + "retrieved_memories": [ + { + "id": "02525dd9-556a-4f5f-9c21-62c47193a146", + "text": "Caroline plans to continue her education and explore career options, specifically counseling or mental health work, to support people with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.22525927574987903, + "activation": 0.7508642524995968, + "semantic_similarity": 0.0, + "recency": 4.127789158483943e-40, + "frequency": 1.0 + }, + { + "id": "825fd3ed-d6d6-458d-8991-4a56024d589b", + "text": "Caroline expressed interest in becoming a counselor or working in mental health to help others with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2144161948213697, + "activation": 0.7147206494045657, + "semantic_similarity": 0.0, + "recency": 4.1277891583979485e-40, + "frequency": 1.0 + }, + { + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.21192422055294757, + "activation": 0.7064140685098252, + "semantic_similarity": 0.0, + "recency": 6.042104149838985e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Caroline will not pursue writing and instead plans to pursue counseling/mental health, which matches the correct answer that she is unlikely to choose writing as a career because she wants to be a counselor." + }, + { + "question": "Who supports Caroline when she has a negative experience?", + "correct_answer": "Her mentors, family, and friends", + "predicted_answer": "The supportive people around her (her support network).", + "reasoning": "Memory 0 states Caroline finds it helpful to have supportive people around her, which gives her confidence she\u2019ll be okay. Other memories note she received support during a tough breakup but don\u2019t specify individuals, so the most precise answer is her supportive people around her.", + "category": 1, + "retrieved_memories": [ + { + "id": "cbfefd20-433a-43b7-bde9-c169b0170bad", + "text": "Caroline feels it has been helpful to have supportive people around her, giving her confidence that she will be okay.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.22383843135352238, + "activation": 0.7461281045117413, + "semantic_similarity": 0.0, + "recency": 1.0043668126655026e-35, + "frequency": 1.0 + }, + { + "id": "dcb33c91-70ba-425b-a5f4-d99d5642dee8", + "text": "Caroline experienced a tough breakup (date not specified) and is thankful for the support she received.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.22157586281227667, + "activation": 0.7385862093742556, + "semantic_similarity": 0.0, + "recency": 1.0381702690361992e-38, + "frequency": 1.0 + }, + { + "id": "c4a40432-bb3a-41fa-aadb-5971528154b3", + "text": "Caroline disclosed that she previously struggled with mental health and that the support she received was very helpful, which motivated her to help others.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.22009461045829157, + "activation": 0.7336487015276386, + "semantic_similarity": 0.0, + "recency": 2.775544477836079e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'The supportive people around her (her support network)' captures the same idea as the correct answer 'Her mentors, family, and friends', as these groups constitute her support network. Hence the content is equivalent." + }, + { + "question": "What pet does Caroline have?", + "correct_answer": "guinea pig", + "predicted_answer": "A guinea pig named Oscar.", + "reasoning": "Memory 1 explicitly states Caroline owns a guinea pig named Oscar. While Melanie mentioned they share a dog (Luna) and a cat (Oliver), the specific pet attributed to Caroline is the guinea pig Oscar.", + "category": 4, + "retrieved_memories": [ + { + "id": "6e1d28cf-31e1-4d4b-8c43-d5b8018c0068", + "text": "Melanie stated that she and Caroline have a pup and a kitty, and she shared a picture of the cat during the conversation.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2077802119320576, + "activation": 0.692600706440192, + "semantic_similarity": 0.0, + "recency": 2.7754837638437647e-37, + "frequency": 1.0 + }, + { + "id": "c4130360-6b35-4631-9f11-4fa862843fa9", + "text": "Caroline owns a guinea pig named Oscar, who has been great.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2049598871183437, + "activation": 0.6831996237278124, + "semantic_similarity": 0.0, + "recency": 1.8429164051474865e-35, + "frequency": 1.0 + }, + { + "id": "9f34aa80-193c-47a1-8b37-1a0be506593c", + "text": "Melanie revealed that the names of their pets are Luna (the dog) and Oliver (the cat).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2018314242908784, + "activation": 0.672771414302928, + "semantic_similarity": 0.0, + "recency": 2.7754837633715256e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states \"A guinea pig named Oscar,\" which includes the required information that the pet is a guinea pig, matching the correct answer." + }, + { + "question": "When is Caroline's youth center putting on a talent show?", + "correct_answer": "September 2023", + "predicted_answer": "September 2023", + "reasoning": "On August 28, 2023, the center announced plans to hold the talent show the following month, which is September 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2912871689971339, + "activation": 0.7323966026306152, + "semantic_similarity": 0.0, + "recency": 3.0360500905798493e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "7a127f3f-5996-4282-9c0f-3f863d7cfe04", + "text": "The LGBTQ+ youth center announced plans on 2023-08-28 to organize a talent show for the children in the following month (September 2023).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.22584824849984228, + "activation": 0.7528274949994743, + "semantic_similarity": 0.0, + "recency": 3.0360500907098884e-35, + "frequency": 1.0 + }, + { + "id": "85e4d334-f1eb-4e51-89cf-ff0068c6025b", + "text": "After visiting the LGBTQ center, Caroline painted a piece on July 10 2023 inspired by the center's unity and strength, intended for an upcoming art show.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-10T00:00:00+00:00", + "weight": 0.21342843690941152, + "activation": 0.7114281230313717, + "semantic_similarity": 0.0, + "recency": 2.1210433201890797e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"September 2023\" exactly matches the correct answer, so it is equivalent." + }, + { + "question": "Would Melanie be considered a member of the LGBTQ community?", + "correct_answer": "Likely no, she does not refer to herself as part of it", + "predicted_answer": "There isn\u2019t enough information to determine. Melanie isn\u2019t mentioned in the memories, so we can\u2019t say whether she\u2019s a member of the LGBTQ community.", + "reasoning": "I reviewed all provided memories; they only describe Caroline\u2019s advocacy and attendance at a pride parade. There is no information about Melanie\u2019s identity or affiliation, so no conclusion can be drawn.", + "category": 3, + "retrieved_memories": [ + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.27692749152033547, + "activation": 0.6845310110412871, + "semantic_similarity": 0.0, + "recency": 1.8429790739796253e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "7d7e35fe-3c49-4414-92af-cdf6e6d4b998", + "text": "Caroline volunteers work that supports the LGBTQ+ community, aiming to create a more loving world.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.2756296190216623, + "activation": 0.680204769379043, + "semantic_similarity": 0.0, + "recency": 1.4116658394898079e-34, + "frequency": 1.4771212547196624 + }, + { + "id": "a45a1bc3-d638-4e2c-8d3d-772c8b096fe9", + "text": "Caroline attended an LGBTQ+ pride parade last week, felt happy and a sense of belonging, and observed that the LGBTQ+ community has grown.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-06-26T13:36:00+00:00", + "weight": 0.2072012013674865, + "activation": 0.690670671224955, + "semantic_similarity": 0.0, + "recency": 5.535337236828192e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer states that Melanie is likely not a member because she does not refer to herself as part of the LGBTQ community. The predicted answer claims there is insufficient information to determine her status, which contradicts the provided correct answer. Hence they are not equivalent." + }, + { + "question": "What did Caroline make for a local church?", + "correct_answer": "a stained glass window", + "predicted_answer": "A stained glass window.", + "reasoning": "Memory 2 explicitly states that Caroline created a stained glass window for a local church.", + "category": 4, + "retrieved_memories": [ + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3359107340129298, + "activation": 0.7306268215179443, + "semantic_similarity": 0.0, + "recency": 1.41159039597922e-34, + "frequency": 1.7781512503836434 + }, + { + "id": "7d7e35fe-3c49-4414-92af-cdf6e6d4b998", + "text": "Caroline volunteers work that supports the LGBTQ+ community, aiming to create a more loving world.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.31305376977587246, + "activation": 0.6940275637515656, + "semantic_similarity": 0.0, + "recency": 1.4115903958909964e-34, + "frequency": 1.6989700043360187 + }, + { + "id": "088a4c4c-9613-4f87-b05f-64a3c6541a26", + "text": "Caroline created a stained glass window for a local church to represent her personal journey as a transgender woman and to inspire others.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2638260238742859, + "activation": 0.7289050817489624, + "semantic_similarity": 0.0, + "recency": 2.2325299194340498e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"A stained glass window.\" matches the correct answer \"a stained glass window\", differing only in capitalization and punctuation, which is acceptable." + }, + { + "question": "How did Melanie's son handle the accident?", + "correct_answer": "He was scared but reassured by his family", + "predicted_answer": "He was okay after the accident on October 14, 2023.", + "reasoning": "Memory 0 states that during the roadtrip on October 14, 2023, Melanie\u2019s son was involved in an accident but was okay after the incident. Memory 2 corroborates this by noting Melanie reassured the children that their brother would be okay.", + "category": 4, + "retrieved_memories": [ + { + "id": "bfdc3a15-34ea-48d0-b2bd-f820b58e214b", + "text": "During that roadtrip on October 14, 2023, Melanie's son was involved in an accident but was okay after the incident.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.2694338033272115, + "activation": 0.7475976799253811, + "semantic_similarity": 0.0, + "recency": 3.388423468160056e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "02209bf0-426c-4ba9-926b-95bdd1d57043", + "text": "Caroline expressed sympathy for Melanie's son's accident during their conversation on October 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-20T18:55:00+00:00", + "weight": 0.21540055137271957, + "activation": 0.7180018379090652, + "semantic_similarity": 0.0, + "recency": 6.174110104618723e-33, + "frequency": 1.0 + }, + { + "id": "b920a360-8e38-4404-b922-6362cdfb860a", + "text": "After the accident on October 14, 2023, Melanie reassured her children and explained that their brother would be okay.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.21022486029715512, + "activation": 0.7007495343238505, + "semantic_similarity": 0.0, + "recency": 3.388423467764003e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states he was okay after the accident and mentions a date, whereas the correct answer says he was scared but reassured by his family. The content and meaning differ, so they are not equivalent." + }, + { + "question": "Did Melanie make the black and white bowl in the photo?", + "correct_answer": "Yes", + "predicted_answer": "Yes.", + "reasoning": "Melanie shared a photo of her pottery project, and her project was a black-and-white designed bowl that she made, so the bowl in the photo is the one she created.", + "category": 4, + "retrieved_memories": [ + { + "id": "e0fba866-e7ae-4fe1-916d-58a5efeaea2c", + "text": "Melanie made a pottery piece in a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.31211928812723416, + "activation": 0.6909126249227713, + "semantic_similarity": 0.0, + "recency": 2.0200774214017544e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "bb2e217b-de2b-4ac0-b5da-611829a0b2b5", + "text": "Melanie shared a picture of her pottery project with Caroline.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2981243413749197, + "activation": 0.6927178089190847, + "semantic_similarity": 0.0, + "recency": 1.0043257227626675e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "feece0af-de75-4444-88b3-5aa1de5d491a", + "text": "Melanie created a black-and-white designed bowl in her pottery class and expressed pride in the work.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-03T13:36:00+00:00", + "weight": 0.2752426677322418, + "activation": 0.7669605612754822, + "semantic_similarity": 0.0, + "recency": 1.114620911630148e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"Yes.\" conveys the same affirmative response as the correct answer \"Yes\"; punctuation differences do not change the meaning, so they are equivalent." + }, + { + "question": "Would Caroline likely have Dr. Seuss books on her bookshelf?", + "correct_answer": "Yes, since she collects classic children's books", + "predicted_answer": "Yes\u2014likely.", + "reasoning": "Caroline\u2019s children\u2019s book collection includes classics, and Dr. Seuss titles are widely considered classic children\u2019s books, so it\u2019s probable she has them on her shelf.", + "category": 3, + "retrieved_memories": [ + { + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.3201900875776409, + "activation": 0.6447512719183414, + "semantic_similarity": 0.0, + "recency": 2.9603400876317173e-33, + "frequency": 1.8450980400142567 + }, + { + "id": "8dabeeae-af31-4d08-b790-f4b95825b77b", + "text": "Caroline owns a collection of children\u2019s books that includes classics, stories from different cultures, and educational titles.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.2608911021485004, + "activation": 0.7191220093296774, + "semantic_similarity": 0.0, + "recency": 1.547140544429765e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "b344b231-8274-47aa-b9e9-d52893ce6d6d", + "text": "Caroline is creating a personal library for future children, planning to read to them and expand their minds.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.2573837638610228, + "activation": 0.707430881704752, + "semantic_similarity": 0.0, + "recency": 1.5471405443599369e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer affirms 'Yes\u2014likely,' which matches the correct answer's affirmation that Caroline would have Dr. Seuss books. Both convey the same conclusion despite the predicted answer lacking the explicit justification." + }, + { + "question": "What is Melanie's reason for getting into running?", + "correct_answer": "To de-stress and clear her mind", + "predicted_answer": "To de-stress and clear her mind (improve her headspace).", + "reasoning": "Memories 0 and 2 state she\u2019s been running longer/farther specifically to de\u2011stress and that it benefits her headspace. No conflicting information is provided.", + "category": 4, + "retrieved_memories": [ + { + "id": "0d82f3c8-e1a3-4f0c-bd68-3786b73b9011", + "text": "Melanie said she has been running longer since their last chat as a way to de\u2011stress and clear her mind.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.3235665404272987, + "activation": 0.729070132589653, + "semantic_similarity": 0.0, + "recency": 2.775359865917332e-37, + "frequency": 1.6989700043360187 + }, + { + "id": "c0636294-49b2-455b-a71d-baf7779466b2", + "text": "Melanie mentioned that she just got new purple shoes for running.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.3048482596712713, + "activation": 0.7151308699069233, + "semantic_similarity": 0.0, + "recency": 2.7753598658241746e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "ce50b41f-b8a3-43d9-ba9c-1aaad30b41e3", + "text": "Melanie explained that she has been running farther to de\u2011stress, which has been beneficial for her headspace.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2961285763462792, + "activation": 0.7485346271277661, + "semantic_similarity": 0.0, + "recency": 2.7753598660746987e-37, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer repeats the exact phrase \"To de-stress and clear her mind\" and adds a parenthetical clarification, which does not change the meaning. Hence it matches the correct answer." + }, + { + "question": "When did Melanie make a plate in pottery class?", + "correct_answer": "24 August 2023", + "predicted_answer": "Not specified. The memories only state she made a pottery piece in class yesterday, with no mention of a plate or a specific date.", + "reasoning": "Memory (0) says she made \u201ca pottery piece \u2026 yesterday,\u201d but none of the memories mention a plate or provide a timestamp to convert \u201cyesterday\u201d into a specific date.", + "category": 2, + "retrieved_memories": [ + { + "id": "e0fba866-e7ae-4fe1-916d-58a5efeaea2c", + "text": "Melanie made a pottery piece in a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.2529484541981491, + "activation": 0.8431615139938303, + "semantic_similarity": 0.0, + "recency": 2.0202458423283766e-35, + "frequency": 1.0 + }, + { + "id": "a9a86858-7b84-4111-a291-d854421065ab", + "text": "Melanie signed up for a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-02T13:36:00+00:00", + "weight": 0.24300803670311094, + "activation": 0.8100267890103698, + "semantic_similarity": 0.0, + "recency": 1.008634794022172e-37, + "frequency": 1.0 + }, + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.23497115090231468, + "activation": 0.7832371696743823, + "semantic_similarity": 0.0, + "recency": 1.0044094567897517e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not provide the date 24 August 2023 and states that the date is not specified, which does not match the correct answer." + }, + { + "question": "How did Melanie feel after the accident?", + "correct_answer": "Grateful and thankful for her family", + "predicted_answer": "She remained calm and reassuring, telling her children their brother would be okay.", + "reasoning": "Memory (2023-10-14) states that after the accident Melanie reassured her children and explained their brother would be okay, indicating a calm, confident demeanor.", + "category": 4, + "retrieved_memories": [ + { + "id": "b920a360-8e38-4404-b922-6362cdfb860a", + "text": "After the accident on October 14, 2023, Melanie reassured her children and explained that their brother would be okay.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.30120189816667753, + "activation": 0.7029763315582772, + "semantic_similarity": 0.0, + "recency": 3.388381202966692e-33, + "frequency": 1.6020599913279623 + }, + { + "id": "9f4d641d-e881-4023-889c-945b4dea3cec", + "text": "Melanie expressed sympathy to Caroline about the unpleasant hike experience.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.25278498487325507, + "activation": 0.692101618412193, + "semantic_similarity": 0.0, + "recency": 1.0043513561848442e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "ceb846f4-da44-4d55-98ea-5b1ff482147b", + "text": "Caroline feels lucky to have Melanie as a supportive friend who reminds her of happy moments.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.25088745937106044, + "activation": 0.6857765334048775, + "semantic_similarity": 0.0, + "recency": 1.0043513558977062e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes her being calm and reassuring to her children, which does not convey the gratitude and thankfulness for her family stated in the correct answer. Therefore, they are not equivalent." + }, + { + "question": "Would Melanie likely enjoy the song \"The Four Seasons\" by Vivaldi?", + "correct_answer": "Yes; it's classical music", + "predicted_answer": "Yes. Given her stated fandom of classical composers like Bach and Mozart (as of August 28, 2023), she would likely enjoy Vivaldi\u2019s The Four Seasons.", + "reasoning": "On 2023-08-28, Melanie said she\u2019s a fan of classical composers (Bach, Mozart). Vivaldi is a Baroque classical composer, and The Four Seasons is a core classical piece. Her positive view that music brings joy and her enjoyment of a concert that same day further support that she\u2019d likely enjoy it.", + "category": 3, + "retrieved_memories": [ + { + "id": "cbb2a822-d936-4019-889b-b23a61be0141", + "text": "Melanie is a fan of classical composers such as Bach and Mozart, as well as modern artist Ed Sheeran's song 'Perfect', as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2694149525340449, + "activation": 0.6594892144203186, + "semantic_similarity": 0.0, + "recency": 3.036035288905418e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2689158291991603, + "activation": 0.6578254699707031, + "semantic_similarity": 0.0, + "recency": 3.036035288701646e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "c94e3283-3b8c-4a21-a9eb-db10cd4363e8", + "text": "Melanie believes that music brings people together and creates joy, as expressed on 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2034902272528278, + "activation": 0.6783007575094261, + "semantic_similarity": 0.0, + "recency": 3.036035289197076e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer affirms that Melanie would likely enjoy Vivaldi\u2019s The Four Seasons, matching the correct answer\u2019s \u2018Yes\u2019 and providing a consistent justification that it is classical music." + }, + { + "question": "What does Melanie think about Caroline's decision to adopt?", + "correct_answer": "she thinks Caroline is doing something amazing and will be an awesome mom", + "predicted_answer": "Melanie appears supportive of Caroline\u2019s decision; on October 13, 2023, she said she might want to adopt a child herself.", + "reasoning": "The only memory about Melanie states that on 2023-10-13 she felt she might want to adopt, which indicates a positive stance toward adoption and, by implication, support for Caroline\u2019s plan.", + "category": 4, + "retrieved_memories": [ + { + "id": "5c971c91-0173-4f6c-b7d6-3214898ec79a", + "text": "Caroline feels determined to adopt children after the adoption council meeting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.30884726288653624, + "activation": 0.790930248928623, + "semantic_similarity": 0.0, + "recency": 3.352187942691122e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "1eba6b67-2d6a-4a16-b57c-874bc6fd17e1", + "text": "Melanie said she feels she might want to adopt a child herself on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.22516293075747573, + "activation": 0.7505431025249192, + "semantic_similarity": 0.0, + "recency": 2.9605764290597053e-33, + "frequency": 1.0 + }, + { + "id": "18591fef-d14b-4bdc-ab9e-42a33a2abd23", + "text": "Caroline expressed her intention to build her own family by adopting children who have not previously had a family, viewing adoption as a way of giving back, showing love, and acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-22T09:55:00+00:00", + "weight": 0.22147229185865608, + "activation": 0.7382409728621869, + "semantic_similarity": 0.0, + "recency": 7.263661124446581e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only states that Melanie is supportive and mentions she might want to adopt herself, but it does not convey the specific claim that Caroline is doing something amazing or that she will be an awesome mom. Therefore it does not match the correct answer." + }, + { + "question": "What book did Caroline recommend to Melanie?", + "correct_answer": "\"Becoming Nicole\"", + "predicted_answer": "The specific book title isn\u2019t provided in the memories.", + "reasoning": "The only relevant memory states that on October 13, 2023, Melanie was reading a book Caroline had recommended earlier, but it does not name the book.", + "category": 4, + "retrieved_memories": [ + { + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.3345547896896931, + "activation": 0.7656976301309676, + "semantic_similarity": 0.0, + "recency": 2.960372449852412e-33, + "frequency": 1.6989700043360187 + }, + { + "id": "5d88b0b7-29ab-4697-8026-64bcb223652f", + "text": "Melanie thanked Caroline for allowing her to join her journey.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.30501667813228606, + "activation": 0.7156922647769723, + "semantic_similarity": 0.0, + "recency": 1.0381156758091744e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "df22bd10-e559-412a-a289-a2a0f54c8e98", + "text": "Caroline thanked Melanie for her backing and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.25677100527294455, + "activation": 0.7053883530778247, + "semantic_similarity": 0.0, + "recency": 1.0381156757202758e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the specific book title isn\u2019t provided, which does not match the correct answer \"Becoming Nicole\". Therefore, it does not contain the correct answer." + }, + { + "question": "How did Melanie feel while watching the meteor shower?", + "correct_answer": "in awe of the universe", + "predicted_answer": "She felt awe at the universe.", + "reasoning": "Memory (Aug 12, 2022) states that during the Perseid meteor shower, Melanie\u2019s family \u201cfelt awe at the universe,\u201d indicating Melanie felt awe while watching it.", + "category": 4, + "retrieved_memories": [ + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.26916642493561144, + "activation": 0.6586607890922069, + "semantic_similarity": 0.0, + "recency": 3.7046657538815444e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "61f9e89c-e6b5-4247-95b1-3833a552cf87", + "text": "Caroline saw someone drawing on the ground the other day, which made her feel happy.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.2441934341431669, + "activation": 0.6634631159785658, + "semantic_similarity": 0.0, + "recency": 2.0201521974220832e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "7646f958-bae9-4fb5-9c61-a050498aae9a", + "text": "Melanie's family went on a camping trip in 2022 on August 12, 2022, during which they saw the Perseid meteor shower, made wishes, and felt awe at the universe.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", + "event_date": "2022-08-12T20:56:00+00:00", + "weight": 0.21771634273875792, + "activation": 0.7257211424625264, + "semantic_similarity": 0.0, + "recency": 8.827601294658679e-52, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'She felt awe at the universe.' conveys the same meaning as the correct answer 'in awe of the universe', expressing that Melanie felt awe toward the universe, so they are equivalent." + }, + { + "question": "What type of individuals does the adoption agency Caroline is considering support?", + "correct_answer": "LGBTQ+ individuals", + "predicted_answer": "LGBTQ+ individuals.", + "reasoning": "On May 25, 2023, it was noted that Caroline chose the agency because it supports LGBTQ+ individuals in the adoption process.", + "category": 4, + "retrieved_memories": [ + { + "id": "5e8e1b9c-7e13-4d18-826e-5b45a6d6adfe", + "text": "Caroline attended an adoption advice/assistance group and received a lot of help from it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.28041262560844726, + "activation": 0.784193754196167, + "semantic_similarity": 0.0, + "recency": 1.843016117090067e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "335fce63-b1c6-4724-bd94-0ec2771e1e69", + "text": "On May 25, 2023, Caroline chose that adoption agency because it supports LGBTQ+ individuals in the adoption process.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-25T13:14:00+00:00", + "weight": 0.24179002046585082, + "activation": 0.8059667348861694, + "semantic_similarity": 0.0, + "recency": 2.252926204995331e-39, + "frequency": 1.0 + }, + { + "id": "e204d7e7-694e-402d-bd06-0f1f30f9526f", + "text": "On May 25, 2023, Caroline shared information about one adoption agency she is considering.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-25T13:14:00+00:00", + "weight": 0.2326322078704834, + "activation": 0.7754406929016113, + "semantic_similarity": 0.0, + "recency": 2.2529262047867466e-39, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'LGBTQ+ individuals.' matches the correct answer 'LGBTQ+ individuals' aside from a trailing period, which does not change the meaning." + }, + { + "question": "What workshop did Caroline attend recently?", + "correct_answer": "LGBTQ+ counseling workshop", + "predicted_answer": "An LGBTQ+ counseling workshop.", + "reasoning": "Memory 2 states Caroline attended an LGBTQ+ counseling workshop, which is the most recent relevant event mentioned.", + "category": 4, + "retrieved_memories": [ + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.34957591359629836, + "activation": 0.7427040253138663, + "semantic_similarity": 0.0, + "recency": 4.127540096041189e-40, + "frequency": 1.8450980400142567 + }, + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3076967073315033, + "activation": 0.7246256954410298, + "semantic_similarity": 0.0, + "recency": 1.4116235524197701e-34, + "frequency": 1.6020599913279623 + }, + { + "id": "66c1c905-2be8-4808-992a-0f4c947a21cf", + "text": "Caroline attended an LGBTQ+ counseling workshop on Friday, where participants discussed therapeutic methods for working with trans people and emphasized creating safe spaces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-23T10:37:00+00:00", + "weight": 0.22433503777817768, + "activation": 0.7477834592605923, + "semantic_similarity": 0.0, + "recency": 4.049899154774997e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'An LGBTQ+ counseling workshop' conveys the same information as the correct answer 'LGBTQ+ counseling workshop', differing only by the indefinite article, which does not change the meaning." + }, + { + "question": "How long has Caroline had her current group of friends for?", + "correct_answer": "4 years", + "predicted_answer": "Four years (since June 9, 2019).", + "reasoning": "Memory 0 states Caroline has known her friends for four years, since she moved on 2019-06-09.", + "category": 2, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.3616456288754554, + "activation": 0.8164098043930298, + "semantic_similarity": 0.0, + "recency": 3.679765054531065e-102, + "frequency": 1.7781512503836434 + }, + { + "id": "75ff7af7-d06c-4497-adb6-94cef260ac16", + "text": "Caroline is meeting many cool people who are passionate about rights and community support as part of her involvement with the Connected LGBTQ Activists group, as of July 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", + "event_date": "2023-07-20T20:56:00+00:00", + "weight": 0.2559644702181225, + "activation": 0.7026999028950845, + "semantic_similarity": 0.0, + "recency": 6.290584380762275e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "fd6e38ac-f8d8-497e-8075-02e7b7fae7ef", + "text": "Caroline shared a photo taken when she and Melanie met up last week.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.25405004607770465, + "activation": 0.6963184890936917, + "semantic_similarity": 0.0, + "recency": 5.1551078957815907e-39, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states \"Four years (since June 9, 2019)\", which corresponds to the same duration of 4 years as the correct answer, just expressed in words with additional context." + }, + { + "question": "What pets does Melanie have?", + "correct_answer": "Two cats and a dog", + "predicted_answer": "A dog named Luna and a cat named Oliver.", + "reasoning": "Memory 0 explicitly states Melanie\u2019s pets are Luna (the dog) and Oliver (the cat).", + "category": 4, + "retrieved_memories": [ + { + "id": "9f34aa80-193c-47a1-8b37-1a0be506593c", + "text": "Melanie revealed that the names of their pets are Luna (the dog) and Oliver (the cat).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.27084276763488807, + "activation": 0.7522942276176363, + "semantic_similarity": 0.0, + "recency": 2.7754726724770975e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "fcbd80dc-0903-4053-9dfe-e2fab2e62d02", + "text": "Melanie shared a picture of her pet Oliver.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2707828649633183, + "activation": 0.7520945520457372, + "semantic_similarity": 0.0, + "recency": 1.8429090403840767e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "e88e631d-a713-461e-88a0-855edb51f72a", + "text": "Melanie loves painting animals and finds it peaceful and special.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.21481722593307648, + "activation": 0.7160574197769216, + "semantic_similarity": 0.0, + "recency": 1.8429090400769023e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions only one cat and one dog, while the correct answer specifies two cats and a dog. Therefore the content does not match." + }, + { + "question": "When did Caroline go biking with friends?", + "correct_answer": "The weekend before 13 September 2023", + "predicted_answer": "During the weekend of September 9\u201310, 2023.", + "reasoning": "Caroline mentioned the outing as \u201clast weekend\u201d during a conversation on September 13, 2023 (a Wednesday). The immediately preceding weekend was September 9\u201310, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.298905747325233, + "activation": 0.695322495420129, + "semantic_similarity": 0.0, + "recency": 3.679978006396602e-102, + "frequency": 1.6020599913279623 + }, + { + "id": "90f7247e-2f3b-4451-83e4-bbdff35ba08e", + "text": "Caroline spent a day out with her friends last weekend, during which they went biking and saw various interesting sights.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-09T00:00:00+00:00", + "weight": 0.24534137900574632, + "activation": 0.8178045966858211, + "semantic_similarity": 0.0, + "recency": 9.456661690831011e-35, + "frequency": 1.0 + }, + { + "id": "3e9f737d-43f9-4a6f-b2e2-0e8cfa8fbba9", + "text": "Caroline sent a picture of the biking outing to Melanie during their conversation on 2023-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.230905544757843, + "activation": 0.7696851491928101, + "semantic_similarity": 0.0, + "recency": 1.4116501524272619e-34, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The correct answer states 'the weekend before 13 September 2023'. Since 13 September 2023 is a Wednesday, the weekend immediately preceding it is the weekend of 9\u201310 September 2023. The predicted answer explicitly says 'During the weekend of September 9\u201310, 2023', which matches that timeframe. Therefore the answers are equivalent." + }, + { + "question": "What precautionary sign did Melanie see at the caf\u00e9?", + "correct_answer": "A sign stating that someone is not being able to leave", + "predicted_answer": "The specific precautionary sign isn\u2019t specified in the memories.", + "reasoning": "The only relevant memory says the caf\u00e9 displayed precautionary signs during Melanie\u2019s visit on September 9, 2023, but it does not describe what the sign said.", + "category": 4, + "retrieved_memories": [ + { + "id": "d044c9df-d429-41c9-976c-3f5cd471ed7b", + "text": "Melanie enjoyed a good time at a caf\u00e9 last weekend (2023-09-09), where the venue displayed thoughtful precautionary signs.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-09T00:00:00+00:00", + "weight": 0.23797431701345206, + "activation": 0.7932477233781736, + "semantic_similarity": 0.0, + "recency": 9.457052724816622e-35, + "frequency": 1.0 + }, + { + "id": "fcbd80dc-0903-4053-9dfe-e2fab2e62d02", + "text": "Melanie shared a picture of her pet Oliver.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.1878116246405729, + "activation": 0.6260387488019097, + "semantic_similarity": 0.0, + "recency": 1.8430348003809617e-35, + "frequency": 1.0 + }, + { + "id": "d553b1d9-4203-4326-aca6-248e4f01c417", + "text": "Melanie reported being swamped with caring for her kids and work on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.18741689845424284, + "activation": 0.6247229948474762, + "semantic_similarity": 0.0, + "recency": 4.127788550695635e-40, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the specific precautionary sign isn\u2019t specified, which contradicts the correct answer that a sign stating someone is not being able to leave was seen. Therefore, they are not equivalent." + }, + { + "question": "What events has Caroline participated in to help children?", + "correct_answer": "Mentoring program, school speech", + "predicted_answer": "- Volunteered at an LGBTQ+ youth center on August 28, 2023.\n- Attended an adoption advice/assistance group (date not specified).", + "reasoning": "Memory 0 explicitly states Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, directly helping young people. Memory 1 notes she attended an adoption advice/assistance group (no timestamp provided), which is child-focused. The advocacy event in Memory 2 is unspecified and not clearly tied to helping children, so it is excluded.", + "category": 1, + "retrieved_memories": [ + { + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.33247067233412164, + "activation": 0.7587505722790628, + "semantic_similarity": 0.0, + "recency": 3.0359304915724964e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "5e8e1b9c-7e13-4d18-826e-5b45a6d6adfe", + "text": "Caroline attended an adoption advice/assistance group and received a lot of help from it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.32415462683026963, + "activation": 0.731030420599556, + "semantic_similarity": 0.0, + "recency": 1.8429200506423956e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "cd3104ee-b97b-40da-ac22-19ed4e87f06d", + "text": "Caroline mentioned attending an advocacy event (unspecified) that was a cool experience with love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.2662895575496485, + "activation": 0.7371168606668377, + "semantic_similarity": 0.0, + "recency": 7.457972638435565e-36, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer lists volunteering at an LGBTQ+ youth center and attending an adoption advice/assistance group, which do not match the correct events of a mentoring program and a school speech. Therefore the content is not equivalent." + }, + { + "question": "What fields would Caroline be likely to pursue in her educaton?", + "correct_answer": "Psychology, counseling certification", + "predicted_answer": "Counseling and mental health.", + "reasoning": "Memories 0 and 2 state she plans to pursue education and career options specifically in counseling or mental health to help others with similar issues. No other fields are mentioned.", + "category": 3, + "retrieved_memories": [ + { + "id": "02525dd9-556a-4f5f-9c21-62c47193a146", + "text": "Caroline plans to continue her education and explore career options, specifically counseling or mental health work, to support people with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3047498555358302, + "activation": 0.7772722244262695, + "semantic_similarity": 0.0, + "recency": 4.127648536509587e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3033872233581604, + "activation": 0.7102607488632202, + "semantic_similarity": 0.0, + "recency": 4.1276485361035016e-40, + "frequency": 1.6020599913279623 + }, + { + "id": "825fd3ed-d6d6-458d-8991-4a56024d589b", + "text": "Caroline expressed interest in becoming a counselor or working in mental health to help others with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2619635694599182, + "activation": 0.7226969003677368, + "semantic_similarity": 0.0, + "recency": 4.127648536208615e-40, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Counseling and mental health' corresponds to the fields 'counseling certification' and 'psychology' given in the correct answer. Both refer to the same areas of study, just phrased differently, so they are equivalent." + }, + { + "question": "Where did Caroline move from 4 years ago?", + "correct_answer": "Sweden", + "predicted_answer": "From her home country (on June 9, 2019).", + "reasoning": "Memory (0) states she moved from her home country on 2019-06-09. Memory (1) implies the reference date is 2023-06-09, so \u201c4 years ago\u201d refers to 2019-06-09. The only specified origin is \u201cher home country.\u201d", + "category": 1, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.29621979984986807, + "activation": 0.836884335000903, + "semantic_similarity": 0.0, + "recency": 3.680098648181736e-102, + "frequency": 1.3010299956639813 + }, + { + "id": "95e34a58-9a42-45ce-ad7f-59f4e9c01376", + "text": "Caroline started transitioning on 2020-06-09, three years before the reference date.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2020-06-09T19:55:00+00:00", + "weight": 0.2593065080664192, + "activation": 0.7138400290560735, + "semantic_similarity": 0.0, + "recency": 2.890929481864917e-86, + "frequency": 1.3010299956639813 + }, + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.25860661242521465, + "activation": 0.7115070435853915, + "semantic_similarity": 0.0, + "recency": 4.127753189940992e-40, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer says \"From her home country (on June 9, 2019)\" which does not specify Sweden, the required answer. Therefore it does not match the correct answer." + }, + { + "question": "How do Melanie and Caroline describe their journey through life together?", + "correct_answer": "An ongoing adventure of learning and growing.", + "predicted_answer": "As an amazing, shared journey that makes life\u2019s struggles more bearable\u2014one they\u2019re grateful for and use to support and help others.", + "reasoning": "Melanie says Caroline makes life\u2019s struggles more bearable and thanks her for letting her join her journey, while Caroline describes the journey as amazing and expresses gratitude for sharing it and helping others.", + "category": 4, + "retrieved_memories": [ + { + "id": "808972e6-b1f9-49c4-a615-f1d29568659a", + "text": "Melanie feels that Caroline makes life's struggles more bearable.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.26402191937521924, + "activation": 0.7295580667520735, + "semantic_similarity": 0.0, + "recency": 1.0043724881049758e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "5d88b0b7-29ab-4697-8026-64bcb223652f", + "text": "Melanie thanked Caroline for allowing her to join her journey.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2298220122072682, + "activation": 0.7660733740242274, + "semantic_similarity": 0.0, + "recency": 1.0381761357169036e-38, + "frequency": 1.0 + }, + { + "id": "8c570e37-176b-4089-849c-e592646fc46d", + "text": "Caroline thanked Melanie for her support, describing the journey as amazing and expressing gratitude for being able to share and help others.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-22T09:55:00+00:00", + "weight": 0.22179790345467904, + "activation": 0.7393263448489301, + "semantic_similarity": 0.0, + "recency": 7.263583674828483e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer conveys the same idea as the correct answer: it describes their life together as a shared, ongoing, positive journey that helps them cope with challenges and fosters growth and support, which aligns with an 'ongoing adventure of learning and growing.'" + }, + { + "question": "What subject have Caroline and Melanie both painted?", + "correct_answer": "Sunsets", + "predicted_answer": "The subject isn\u2019t specified in the memories provided.", + "reasoning": "The records only state that Caroline shared a painting on July 17, 2023, and Melanie also shared a painting, but neither entry describes the subject of those paintings. Therefore, there\u2019s no evidence to identify a common subject.", + "category": 1, + "retrieved_memories": [ + { + "id": "bb2e217b-de2b-4ac0-b5da-611829a0b2b5", + "text": "Melanie shared a picture of her pottery project with Caroline.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.3029183359321026, + "activation": 0.7711671590805108, + "semantic_similarity": 0.0, + "recency": 1.0043618530888606e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "13fa63ef-14d2-4b50-9059-fa2eecdea388", + "text": "Caroline shared her painting for the upcoming art show with Melanie on July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.2938676686461833, + "activation": 0.7409982681274466, + "semantic_similarity": 0.0, + "recency": 4.537470852648638e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "f441c40a-d5a0-42c5-9e67-e265af66e2a1", + "text": "Melanie shared a painting with Caroline, prompting Caroline to look at it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.28187896385246397, + "activation": 0.7890815483428893, + "semantic_similarity": 0.0, + "recency": 4.127593293754566e-40, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the subject is not specified, which does not match the correct answer 'Sunsets'. Therefore they are not equivalent." + }, + { + "question": "What instruments does Melanie play?", + "correct_answer": "clarinet and violin", + "predicted_answer": "Clarinet", + "reasoning": "Memory (2023-08-28) states Melanie plays the clarinet and lists no other instruments.", + "category": 1, + "retrieved_memories": [ + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.21415290663803888, + "activation": 0.7138430221267963, + "semantic_similarity": 0.0, + "recency": 3.036095129079532e-35, + "frequency": 1.0 + }, + { + "id": "411b8d37-a840-4886-b218-fcccbbab86b0", + "text": "Melanie plays the clarinet, having started when she was young, and continues to use it for personal expression as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2033632330028455, + "activation": 0.6778774433428184, + "semantic_similarity": 0.0, + "recency": 3.0360951287281547e-35, + "frequency": 1.0 + }, + { + "id": "cbb2a822-d936-4019-889b-b23a61be0141", + "text": "Melanie is a fan of classical composers such as Bach and Mozart, as well as modern artist Ed Sheeran's song 'Perfect', as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.20307534896429338, + "activation": 0.6769178298809779, + "semantic_similarity": 0.0, + "recency": 3.0360951284680733e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions 'Clarinet' while the correct answer requires both 'clarinet and violin'. It is missing the violin, so they are not equivalent." + }, + { + "question": "What is Caroline's relationship status?", + "correct_answer": "Single", + "predicted_answer": "Caroline is single.", + "reasoning": "The memories state she experienced a tough breakup (date not specified), indicating she is not currently in a relationship.", + "category": 1, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.3308831669386739, + "activation": 0.713868264603758, + "semantic_similarity": 0.0, + "recency": 3.679764810363507e-102, + "frequency": 1.7781512503836434 + }, + { + "id": "fd6e38ac-f8d8-497e-8075-02e7b7fae7ef", + "text": "Caroline shared a photo taken when she and Melanie met up last week.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.26644944546267546, + "activation": 0.7376498203769276, + "semantic_similarity": 0.0, + "recency": 5.1551075545540347e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "dcb33c91-70ba-425b-a5f4-d99d5642dee8", + "text": "Caroline experienced a tough breakup (date not specified) and is thankful for the support she received.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2598626973431259, + "activation": 0.7156939933117624, + "semantic_similarity": 0.0, + "recency": 1.0381111794575721e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Caroline is single, which matches the correct answer 'Single', so they are equivalent." + }, + { + "question": "Which song motivates Caroline to be courageous?", + "correct_answer": "Brave by Sara Bareilles", + "predicted_answer": "\u201cBrave\u201d by Sara Bareilles.", + "reasoning": "A memory dated 2023-08-28 states Caroline finds the song \u201cBrave\u201d by Sara Bareilles personally significant, associating it with courage, indicating it motivates her to be courageous.", + "category": 4, + "retrieved_memories": [ + { + "id": "710fa94d-81b1-4109-97f6-c42ea15ba023", + "text": "Caroline finds the song 'Brave' by Sara Bareilles personally significant, associating it with courage and her personal progress, as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.22853859833112986, + "activation": 0.7617953277704329, + "semantic_similarity": 0.0, + "recency": 3.035833860848382e-35, + "frequency": 1.0 + }, + { + "id": "bc095052-c93a-4597-9607-9711b58324fa", + "text": "Caroline said her friends, family, and mentors motivate her and are her sources of strength.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.21721136076518102, + "activation": 0.7240378692172701, + "semantic_similarity": 0.0, + "recency": 1.0381165696343739e-38, + "frequency": 1.0 + }, + { + "id": "f4bf0cdd-8782-4ac6-97ed-d1abd39a25f7", + "text": "Caroline committed to continue using her voice to promote change and lift others up.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.21629796624183809, + "activation": 0.7209932208061269, + "semantic_similarity": 0.0, + "recency": 1.0381165696115518e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"Brave\" by Sara Bareilles matches the correct answer \"Brave by Sara Bareilles\"; it conveys the same song and artist, so it is equivalent." + }, + { + "question": "What was discussed in the LGBTQ+ counseling workshop?", + "correct_answer": "therapeutic methods and how to best work with trans people", + "predicted_answer": "They discussed therapeutic methods for working with trans people and emphasized creating safe, supportive spaces.", + "reasoning": "From memory 1: the workshop focused on therapeutic methods for working with trans people and the importance of creating safe spaces.", + "category": 4, + "retrieved_memories": [ + { + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.3076171482356471, + "activation": 0.636314868927002, + "semantic_similarity": 0.0, + "recency": 3.03592293222392e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "66c1c905-2be8-4808-992a-0f4c947a21cf", + "text": "Caroline attended an LGBTQ+ counseling workshop on Friday, where participants discussed therapeutic methods for working with trans people and emphasized creating safe spaces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-23T10:37:00+00:00", + "weight": 0.2784481181057499, + "activation": 0.7776453958538424, + "semantic_similarity": 0.0, + "recency": 4.049880685411426e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "484b6559-48d6-4f8b-b6ef-923b4d2dc50f", + "text": "Caroline gave a talk at a school event about her transgender journey and encouraged students to get involved in the LGBTQ community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.266553715008105, + "activation": 0.6499517560005188, + "semantic_similarity": 0.0, + "recency": 5.155285573032095e-39, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that therapeutic methods for working with trans people were discussed, which matches the core of the correct answer. The additional mention of creating safe, supportive spaces is extra detail but does not contradict or omit the required content." + }, + { + "question": "What is Caroline excited about in the adoption process?", + "correct_answer": "creating a family for kids who need one", + "predicted_answer": "Passing the adoption agency interviews on Friday, October 20, 2023, which marked a major step toward having a family.", + "reasoning": "The memories note that Caroline passed the agency interviews on October 20, 2023, described as a major step in her adoption journey. This is the clearest specific milestone she would be excited about.", + "category": 4, + "retrieved_memories": [ + { + "id": "ccfbbb50-3ea6-43ba-aaee-c7b259f762dc", + "text": "Caroline applied to adoption agencies as the first step toward becoming a mother.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3057442895453887, + "activation": 0.780587004458131, + "semantic_similarity": 0.0, + "recency": 1.842996348689538e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "5c971c91-0173-4f6c-b7d6-3214898ec79a", + "text": "Caroline feels determined to adopt children after the adoption council meeting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.28945580723032144, + "activation": 0.8143376929357475, + "semantic_similarity": 0.0, + "recency": 3.3522053381784004e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "7186d141-1d1c-4e0b-b82f-f2537109e873", + "text": "Caroline passed the adoption agency interviews on Friday, October 20, 2023, marking a major step toward her goal of having a family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-20T09:55:00+00:00", + "weight": 0.2344607412815094, + "activation": 0.781535804271698, + "semantic_similarity": 0.0, + "recency": 5.9470136037250534e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer focuses on passing the adoption agency interviews as a step toward having a family, whereas the correct answer states that Caroline is excited about creating a family for kids who need one. These are different concepts, so they are not equivalent." + }, + { + "question": "What does Melanie do to keep herself busy during her pottery break?", + "correct_answer": "Read a book and paint.", + "predicted_answer": "The memories don\u2019t specify what Melanie does to keep busy during her pottery break.", + "reasoning": "I reviewed all provided memories (0\u20132). They state that Melanie views pottery as therapeutic, had to pause it after a September 2023 injury, and later finished another pottery project. None mention any alternative activities she does to keep busy during the break.", + "category": 4, + "retrieved_memories": [ + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.32708241588751963, + "activation": 0.7892447239610844, + "semantic_similarity": 0.0, + "recency": 1.0044019536454915e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "dc2d0b3e-5f82-4e4e-adec-667b663b07b5", + "text": "Melanie described pottery as therapy that allows her to express herself and be creative.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-03T13:36:00+00:00", + "weight": 0.22759152321916704, + "activation": 0.7586384107305568, + "semantic_similarity": 0.0, + "recency": 1.1147055140764366e-37, + "frequency": 1.0 + }, + { + "id": "6cced59b-b45a-4a28-92d5-27c3dd04e41f", + "text": "Melanie uses pottery as a form of self\u2011expression and peace, a practice she had to pause after her September 2023 injury.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2263457088058358, + "activation": 0.7544856960194527, + "semantic_similarity": 0.0, + "recency": 2.960631715215652e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the memories don\u2019t specify what Melanie does, which does not provide the correct answer \"Read a book and paint.\" Therefore it does not contain the correct information and is not equivalent." + }, + { + "question": "What activities does Melanie partake in?", + "correct_answer": "pottery, camping, painting, swimming", + "predicted_answer": "Creativity and family time\u2014specifically playing games, eating good food, and hanging out together at family gatherings.", + "reasoning": "Memory 1 notes she finds peace through creativity and family (implying creative activities and spending time with family). Memory 2 specifies at a family gathering they played games, ate good food, and hung out together.", + "category": 1, + "retrieved_memories": [ + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.33166760452112376, + "activation": 0.7164830565452576, + "semantic_similarity": 0.0, + "recency": 1.0381656001630846e-38, + "frequency": 1.7781512503836434 + }, + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3161616908264221, + "activation": 0.7528423070907593, + "semantic_similarity": 0.0, + "recency": 3.704663528715907e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "b6b39422-05df-425a-ad3f-26f2f721e9d7", + "text": "Melanie described a family gathering where they played games, ate good food, and hung out together.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.22286843061447142, + "activation": 0.7428947687149048, + "semantic_similarity": 0.0, + "recency": 1.0381656002123308e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions playing games, eating good food, and family gatherings, which do not match the required activities of pottery, camping, painting, and swimming. Therefore, they are not equivalent." + }, + { + "question": "When is Caroline going to the transgender conference?", + "correct_answer": "July 2023", + "predicted_answer": "Later in July 2023.", + "reasoning": "The memory states she \u201cplans to attend a transgender conference later this month (July 2023),\u201d so the timing is later in July 2023; no specific date is provided.", + "category": 2, + "retrieved_memories": [ + { + "id": "b0b95ad0-7e37-477c-917d-fe5575673ffe", + "text": "Caroline attended a transgender poetry reading on Friday, 2023-10-06, where transgender individuals shared their stories through poetry.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.33081037866593016, + "activation": 0.8016712665557861, + "semantic_similarity": 0.0, + "recency": 1.4701225490107981e-33, + "frequency": 1.6020599913279623 + }, + { + "id": "2f9985da-42cd-400f-a298-4bd3cac8a9f3", + "text": "Caroline plans to attend a transgender conference later this month (July 2023) to meet community members and learn about advocacy.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-03T13:36:00+00:00", + "weight": 0.25631720423698423, + "activation": 0.8543906807899475, + "semantic_similarity": 0.0, + "recency": 1.1146420904027235e-37, + "frequency": 1.0 + }, + { + "id": "f07a935b-8af1-44c7-9b60-78bd2c29cb35", + "text": "Caroline has been mentoring a transgender teen, meeting and supporting the teen to build confidence and positive strategies, as of July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.23456121683120726, + "activation": 0.7818707227706909, + "semantic_similarity": 0.0, + "recency": 4.5373938374702405e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Later in July 2023' specifies the same month and year as the correct answer 'July 2023', thus they are equivalent." + }, + { + "question": "When did Caroline go to the adoption meeting?", + "correct_answer": "The friday before 15 July 2023", + "predicted_answer": "The date of the adoption council meeting isn\u2019t specified in the provided memories.", + "reasoning": "Reviewed all memories: Oct 13, 2023 (contacted mentor) and Oct 20, 2023 (passed agency interviews) have dates. The note about feeling determined after the adoption council meeting lacks a timestamp, so the meeting date cannot be determined from the given information.", + "category": 2, + "retrieved_memories": [ + { + "id": "5c971c91-0173-4f6c-b7d6-3214898ec79a", + "text": "Caroline feels determined to adopt children after the adoption council meeting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.33796294539918126, + "activation": 0.825513155666623, + "semantic_similarity": 0.0, + "recency": 3.3519417379166683e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "7186d141-1d1c-4e0b-b82f-f2537109e873", + "text": "Caroline passed the adoption agency interviews on Friday, October 20, 2023, marking a major step toward her goal of having a family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-20T09:55:00+00:00", + "weight": 0.3294294559240134, + "activation": 0.7970681907493968, + "semantic_similarity": 0.0, + "recency": 5.9465459611664565e-33, + "frequency": 1.6020599913279623 + }, + { + "id": "dc5576f0-238d-40da-8953-737d2f1a547c", + "text": "Caroline contacted her adoption mentor for advice on adopting a child on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.3091841766045951, + "activation": 0.7920532946554857, + "semantic_similarity": 0.0, + "recency": 2.9603589866402305e-33, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states the date is not specified, whereas the correct answer provides a specific date (the Friday before 15 July 2023). They do not match." + }, + { + "question": "Is Oscar Melanie's pet?", + "correct_answer": "No", + "predicted_answer": "No. Oscar is Caroline\u2019s guinea pig, not Melanie\u2019s.", + "reasoning": "Melanie\u2019s pets are Luna (dog) and Oliver (cat). A separate memory states Caroline owns a guinea pig named Oscar.", + "category": 5, + "retrieved_memories": [ + { + "id": "fcbd80dc-0903-4053-9dfe-e2fab2e62d02", + "text": "Melanie shared a picture of her pet Oliver.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3143363959217041, + "activation": 0.6983029842376709, + "semantic_similarity": 0.0, + "recency": 1.8428709994504426e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "9f34aa80-193c-47a1-8b37-1a0be506593c", + "text": "Melanie revealed that the names of their pets are Luna (the dog) and Oliver (the cat).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.28695214855194706, + "activation": 0.6554771661758423, + "semantic_similarity": 0.0, + "recency": 2.775415380987316e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "c4130360-6b35-4631-9f11-4fa862843fa9", + "text": "Caroline owns a guinea pig named Oscar, who has been great.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.25632122622688597, + "activation": 0.7038890895909626, + "semantic_similarity": 0.0, + "recency": 1.8428709995271756e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states \"No\" and provides additional explanation, which matches the correct answer \"No\". Hence they are equivalent." + }, + { + "question": "What books has Melanie read?", + "correct_answer": "\"Nothing is Impossible\", \"Charlotte's Web\"", + "predicted_answer": "Charlotte\u2019s Web; plus an unspecified book she read in 2022 that reminded her to always pursue her dreams (title not given).", + "reasoning": "From the memories: she explicitly read Charlotte\u2019s Web as a child. Another memory states she read a book in 2022 that reminded her to pursue her dreams, but no title is provided. On 2023-10-13 she was reading a book recommended by Caroline, but it\u2019s not confirmed she finished it, so it\u2019s not included as \u201chas read.\u201d", + "category": 1, + "retrieved_memories": [ + { + "id": "57b74367-5b01-4925-b504-1893cc394695", + "text": "Melanie recalled reading a book in 2022 that reminded her to always pursue her dreams.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2022-07-12T16:33:00+00:00", + "weight": 0.2537171590565114, + "activation": 0.695208865689714, + "semantic_similarity": 0.0, + "recency": 3.9049501191201595e-53, + "frequency": 1.3010299956639813 + }, + { + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2508197532671433, + "activation": 0.6855508463918203, + "semantic_similarity": 0.0, + "recency": 2.9606364459251134e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "eed81213-3e82-443a-b4ac-6ef21473d8a9", + "text": "Melanie loved reading the book \"Charlotte's Web\" as a child and believes the story shows how friendship and compassion can make a difference.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.19255212589787993, + "activation": 0.6418404196595998, + "semantic_similarity": 0.0, + "recency": 1.5472954277656822e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only includes Charlotte's Web and mentions an unspecified book, whereas the correct answer requires both \"Nothing is Impossible\" and \"Charlotte's Web\". Since the required second title is missing, the answers are not equivalent." + }, + { + "question": "What do sunflowers represent according to Caroline?", + "correct_answer": "warmth and happiness", + "predicted_answer": "Warmth and happiness.", + "reasoning": "From memory 0, Caroline explicitly stated that sunflowers represent warmth and happiness.", + "category": 4, + "retrieved_memories": [ + { + "id": "3d142802-c215-4a41-a10e-71e660b324ae", + "text": "Caroline shared a picture of a blue vase, stating that she likes the color blue because it makes her feel relaxed, that sunflowers represent warmth and happiness, and that roses symbolize love and beauty.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.22383041381835936, + "activation": 0.7461013793945312, + "semantic_similarity": 0.0, + "recency": 3.704750641584175e-37, + "frequency": 1.0 + }, + { + "id": "5cc82e4d-637b-4fee-8615-eb28c6a1cb7a", + "text": "Caroline drew a realistic bouquet of flowers and shared the drawing.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.20907599329948426, + "activation": 0.6969199776649475, + "semantic_similarity": 0.0, + "recency": 2.2326646160065998e-35, + "frequency": 1.0 + }, + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.1936267912387848, + "activation": 0.645422637462616, + "semantic_similarity": 0.0, + "recency": 1.4116755621985624e-34, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Warmth and happiness.' matches the correct answer 'warmth and happiness' aside from capitalization and punctuation, so they are equivalent." + }, + { + "question": "What did the posters at the poetry reading say?", + "correct_answer": "\"Trans Lives Matter\"", + "predicted_answer": "Not specified in the provided memories.", + "reasoning": "The memories only note the date, nature, and impact of the poetry reading; they contain no details about posters or their text.", + "category": 4, + "retrieved_memories": [ + { + "id": "b0b95ad0-7e37-477c-917d-fe5575673ffe", + "text": "Caroline attended a transgender poetry reading on Friday, 2023-10-06, where transgender individuals shared their stories through poetry.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.25163572980169463, + "activation": 0.6882707681736582, + "semantic_similarity": 0.0, + "recency": 1.470178684265238e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "0de546b0-aee2-4729-91af-bebdd5c284bf", + "text": "The experience of the poetry reading on 2023-10-06 inspired Caroline to create new artwork.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.2459388249726424, + "activation": 0.6692810854101507, + "semantic_similarity": 0.0, + "recency": 1.4701786842243933e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "97b9b2bb-a53e-432c-a35b-f8ed3c42607c", + "text": "The poetry reading on 2023-10-06 provided a safe space for self\u2011expression and was described as empowering and supportive.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.20024614930886483, + "activation": 0.6674871643628828, + "semantic_similarity": 0.0, + "recency": 1.4701786842125055e-33, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer \"Trans Lives Matter\"." + }, + { + "question": "When did Caroline draw a self-portrait?", + "correct_answer": "The week before 23 August 2023", + "predicted_answer": "October 13, 2023", + "reasoning": "Memory 1 explicitly states Caroline drew an artwork symbolizing freedom, authenticity, and embracing her womanhood on 2023-10-13. Memory 2 links those feelings to her self-portrait, indicating the self-portrait is the same artwork. Therefore, the self-portrait was drawn on October 13, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "5c5247d5-1e58-4d0c-919e-fbf20c51031e", + "text": "Caroline created a self-portrait last week and shared the recent painting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-16T15:31:00+00:00", + "weight": 0.3303079790492779, + "activation": 0.8624659694710952, + "semantic_similarity": 0.0, + "recency": 9.151353155199764e-36, + "frequency": 1.4771212547196624 + }, + { + "id": "bf22e772-52dc-4b80-8290-3ba9973eb32d", + "text": "Caroline drew a piece of artwork symbolizing freedom, authenticity, and embracing her womanhood on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2698624358538448, + "activation": 0.7490264550141587, + "semantic_similarity": 0.0, + "recency": 2.9603666880207453e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "477fac8f-b301-4c9d-b759-5c347fb09bfc", + "text": "Caroline felt liberated and empowered while painting her self-portrait.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-16T15:31:00+00:00", + "weight": 0.23565499292775977, + "activation": 0.7855166430925326, + "semantic_similarity": 0.0, + "recency": 9.151353154468891e-36, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer specifies the week before 23 August 2023 (mid\u2011August 2023), while the predicted answer gives a specific date of October 13, 2023, which is not the same time period." + }, + { + "question": "What creative project do Mel and her kids do together besides pottery?", + "correct_answer": "painting", + "predicted_answer": "Not specified\u2014only pottery is mentioned in the memories; no other creative project is provided.", + "reasoning": "Reviewing the memories, all entries relate to pottery (finishing a pottery project, attending a pottery workshop, and sharing a pottery photo). There is no information about any other creative project Mel and her kids do together.", + "category": 4, + "retrieved_memories": [ + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.3285832976410116, + "activation": 0.7457926566353626, + "semantic_similarity": 0.0, + "recency": 1.0044006206003818e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "0ac106ab-4996-4e24-83e1-587a28c2d413", + "text": "Melanie took her children to a pottery workshop, where they each made their own pots, including a cup.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.28148389351609593, + "activation": 0.699719017693822, + "semantic_similarity": 0.0, + "recency": 3.3522460921214587e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "bb2e217b-de2b-4ac0-b5da-611829a0b2b5", + "text": "Melanie shared a picture of her pottery project with Caroline.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.25800654226303554, + "activation": 0.7095068097114613, + "semantic_similarity": 0.0, + "recency": 1.0044006204957436e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that no other creative project is mentioned, whereas the correct answer is 'painting'. Therefore the predicted answer does not contain the correct answer and they are not equivalent." + }, + { + "question": "How did Melanie feel about her family after the accident?", + "correct_answer": "They are important and mean the world to her", + "predicted_answer": "She felt grateful and supported by her family\u2019s love after the October 14, 2023 accident.", + "reasoning": "Memory (1) states Melanie said her family\u2019s love and support helped her through tough times, which includes the accident on October 14, 2023. Therefore, her feeling was gratitude and feeling supported.", + "category": 4, + "retrieved_memories": [ + { + "id": "b920a360-8e38-4404-b922-6362cdfb860a", + "text": "After the accident on October 14, 2023, Melanie reassured her children and explained that their brother would be okay.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.2701107726280107, + "activation": 0.7498542442613784, + "semantic_similarity": 0.0, + "recency": 3.3884090611788405e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "8f415795-0ffd-49c4-9a11-d312a10f8c7a", + "text": "Melanie expressed that her family's love and support helped her through tough times.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.22911711769061308, + "activation": 0.7637237256353769, + "semantic_similarity": 0.0, + "recency": 3.7046536358796236e-37, + "frequency": 1.0 + }, + { + "id": "5bc37070-2e69-4edf-b94c-fb145430de8f", + "text": "Melanie's family helped her during a move, providing love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.22788686225101087, + "activation": 0.7596228741700363, + "semantic_similarity": 0.0, + "recency": 3.704653635476616e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that she felt grateful and supported by her family's love after the accident, which conveys that her family is important to her and means a great deal to her, matching the meaning of the correct answer." + }, + { + "question": "What career path has Caroline decided to persue?", + "correct_answer": "counseling or mental health for Transgender people", + "predicted_answer": "Counseling and mental health\u2014specifically to work as a counselor supporting trans people\u2019s mental health and self-acceptance.", + "reasoning": "Memories state she\u2019s researching and planning a career in counseling/mental health (items 1\u20132), aiming to work with trans people. No conflicting later information is provided.", + "category": 1, + "retrieved_memories": [ + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2968749122015656, + "activation": 0.7510224133120542, + "semantic_similarity": 0.0, + "recency": 4.127689353723579e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "02525dd9-556a-4f5f-9c21-62c47193a146", + "text": "Caroline plans to continue her education and explore career options, specifically counseling or mental health work, to support people with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.278590730161895, + "activation": 0.7781207693743261, + "semantic_similarity": 0.0, + "recency": 4.1276893539576246e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.26974015170097815, + "activation": 0.74861884117127, + "semantic_similarity": 0.0, + "recency": 6.041958059415173e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Caroline wants to work in counseling and mental health, specifically supporting trans people's mental health and self-acceptance, which matches the correct answer of counseling or mental health for transgender people." + }, + { + "question": "Why did Melanie choose to use colors and patterns in her pottery project?", + "correct_answer": "She wanted to catch the eye and make people smile.", + "predicted_answer": "The memories don\u2019t provide a reason. They only note that Melanie has been creating art since around September 13, 2016, and recently made a pottery piece, but they don\u2019t explain why she chose colors and patterns.", + "reasoning": "I reviewed all memories and found no explicit explanation for her choice of colors and patterns. While her seven-year background in painting and pottery (since about 2016-09-13) could be relevant, the memories don\u2019t state a specific motivation.", + "category": 4, + "retrieved_memories": [ + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.37539179365685316, + "activation": 0.7997609853602057, + "semantic_similarity": 0.0, + "recency": 1.0043498491404746e-35, + "frequency": 1.9030899869919433 + }, + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3561476612838191, + "activation": 0.7980832457542419, + "semantic_similarity": 0.0, + "recency": 1.411624874113407e-34, + "frequency": 1.7781512503836434 + }, + { + "id": "e0fba866-e7ae-4fe1-916d-58a5efeaea2c", + "text": "Melanie made a pottery piece in a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.3281193612113765, + "activation": 0.7927012083739406, + "semantic_similarity": 0.0, + "recency": 2.0201259483826162e-35, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that no reason is provided for Melanie's use of colors and patterns, whereas the correct answer specifies that she wanted to catch the eye and make people smile. Therefore, the predicted answer does not contain the correct answer." + }, + { + "question": "What would Caroline's political leaning likely be?", + "correct_answer": "Liberal", + "predicted_answer": "Liberal/progressive (left-leaning).", + "reasoning": "Her strong advocacy for LGBTQ+ rights and push for acceptance align most closely with liberal/progressive political positions.", + "category": 3, + "retrieved_memories": [ + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2905535446066281, + "activation": 0.6674818196914458, + "semantic_similarity": 0.0, + "recency": 1.842942337471684e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "4d68a71f-d652-4a5f-aa94-23cc2506d115", + "text": "Caroline felt powerful while giving her talk.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.24535996846882036, + "activation": 0.6673515637307439, + "semantic_similarity": 0.0, + "recency": 5.155360752811359e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "970f9ae5-ea09-4ae1-adf2-ae6ab012ab67", + "text": "Caroline uses her artwork to advocate for LGBTQ+ rights, speaking up for the community and pushing for acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.20210956937401212, + "activation": 0.6736985645800404, + "semantic_similarity": 0.0, + "recency": 7.458062829443838e-36, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer includes 'Liberal' and adds synonymous descriptors, which still conveys the same political leaning as the correct answer." + }, + { + "question": "When did Melanie go camping in June?", + "correct_answer": "The week before 27 June 2023", + "predicted_answer": "There\u2019s no record of Melanie going camping in June 2023.", + "reasoning": "The only June-related memory (June 25, 2023) is a plan to camp later in the summer. Actual trips are recorded for July 1\u20132, 2023, and a few weeks before September 13, 2023 (late August), with none in June.", + "category": 2, + "retrieved_memories": [ + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.37094484475975203, + "activation": 0.7849378223698685, + "semantic_similarity": 0.0, + "recency": 1.7274591826283016e-35, + "frequency": 1.9030899869919433 + }, + { + "id": "e4e45c41-0436-46b4-a325-7e2f7b1de782", + "text": "Melanie went camping with her family on the weekend of July 1-2 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-01T00:00:00+00:00", + "weight": 0.3421575091133094, + "activation": 0.7910400282096886, + "semantic_similarity": 0.0, + "recency": 8.622774731022299e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "c9b8fc44-9425-46ae-a71c-e4cd74adde80", + "text": "On June 25, 2023, Melanie and her family are planning to go camping during the summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-06-25T13:14:00+00:00", + "weight": 0.310184604744733, + "activation": 0.795388055122612, + "semantic_similarity": 0.0, + "recency": 5.000539549036533e-38, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no record of Melanie camping in June 2023, which directly contradicts the correct answer that specifies she went camping the week before 27 June 2023. Therefore, they are not equivalent." + }, + { + "question": "What are Caroline's plans for the summer?", + "correct_answer": "researching adoption agencies", + "predicted_answer": "Caroline plans a special summer outing\u2014either just the two of them or a family trip\u2014to catch up and explore nature.", + "reasoning": "Memory 0 states Caroline proposed planning a special summer outing for the two of them (or as a family) to catch up and explore nature.", + "category": 4, + "retrieved_memories": [ + { + "id": "e28898d8-4497-4c89-8647-feb7c2c75314", + "text": "Caroline proposed planning a special summer outing for just the two of them (or a family outing) to catch up and explore nature.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2321210930383532, + "activation": 0.7737369767945107, + "semantic_similarity": 0.0, + "recency": 1.0044025482736972e-35, + "frequency": 1.0 + }, + { + "id": "3d8fa076-dd49-4e62-8078-edb6f787f8ff", + "text": "Melanie said she will start thinking about what they can do for the summer outing.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2263247497774587, + "activation": 0.754415832591529, + "semantic_similarity": 0.0, + "recency": 1.0044025482318475e-35, + "frequency": 1.0 + }, + { + "id": "f6b442ae-e300-4855-b152-bf3fb5437d44", + "text": "Melanie agreed to plan something special for the summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.22582507652565698, + "activation": 0.7527502550855233, + "semantic_similarity": 0.0, + "recency": 1.0044025481818762e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes Caroline planning a special summer outing, which is unrelated to the correct answer of researching adoption agencies. Therefore they are not equivalent." + }, + { + "question": "What did Melanie do after the road trip to relax?", + "correct_answer": "Went on a nature walk or hike", + "predicted_answer": "The memories don\u2019t mention a road trip, so there\u2019s no recorded action she took after it. Generally, Melanie relaxes by painting and by going on longer runs.", + "reasoning": "None of the provided memories reference a road trip or what followed it. The only relaxation activities recorded are painting (to express feelings and relax after a long day) and running longer to de\u2011stress. Without a specific road\u2011trip event in the memories, we can\u2019t state which she did after that trip.", + "category": 4, + "retrieved_memories": [ + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3262197215411927, + "activation": 0.698323446612154, + "semantic_similarity": 0.0, + "recency": 3.704533292109554e-37, + "frequency": 1.7781512503836434 + }, + { + "id": "0d82f3c8-e1a3-4f0c-bd68-3786b73b9011", + "text": "Melanie said she has been running longer since their last chat as a way to de\u2011stress and clear her mind.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2979912144087489, + "activation": 0.6922740523651819, + "semantic_similarity": 0.0, + "recency": 2.7754344226828254e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "47d54c14-63b0-40f7-bfaa-e852492f92b5", + "text": "Melanie described painting as a way to express feelings, be creative, and relax after a long day.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2065044868282405, + "activation": 0.6883482894274683, + "semantic_similarity": 0.0, + "recency": 4.127450008020393e-40, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not state that Melanie went on a nature walk or hike after the road trip. Instead it claims there is no record of such an action and mentions painting and longer runs, which does not match the correct answer." + }, + { + "question": "How many children does Melanie have?", + "correct_answer": 3, + "predicted_answer": "At least two (the exact number isn\u2019t specified).", + "reasoning": "The memories only state that Melanie has \u201cchildren\u201d and that she went swimming with her \u201cchildren,\u201d indicating more than one, but no specific count is given. The adoption memory concerns her friend, not Melanie.", + "category": 1, + "retrieved_memories": [ + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.3654924969005676, + "activation": 0.7667633295059204, + "semantic_similarity": 0.0, + "recency": 1.0381291315096196e-38, + "frequency": 1.9030899869919433 + }, + { + "id": "e01a849d-649c-4453-8092-a0c67e071003", + "text": "Melanie went swimming with her children on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.301591049981246, + "activation": 0.7042735042735055, + "semantic_similarity": 0.0, + "recency": 4.1274501179854384e-40, + "frequency": 1.6020599913279623 + }, + { + "id": "c21cbc5a-58f0-40ae-8e18-849d52596c33", + "text": "Melanie's friend now has a new child as a result of the adoption completed on 2022-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2022-10-13T10:31:00+00:00", + "weight": 0.2631436211449466, + "activation": 0.726630405984498, + "semantic_similarity": 0.0, + "recency": 4.164888636437799e-49, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states \"at least two\" and says the exact number isn\u2019t specified, which does not match the correct answer of exactly three children. Therefore they are not equivalent." + }, + { + "question": "Would Melanie be considered an ally to the transgender community?", + "correct_answer": "Yes, she is supportive", + "predicted_answer": "Not enough to say definitively. The only detail about Melanie is that she believes art connects people and fosters understanding, which suggests empathy but doesn\u2019t explicitly show support or advocacy for transgender people. There\u2019s no direct evidence she\u2019s an ally.", + "reasoning": "The memories state Caroline is transgender and advocates for LGBTQ rights, but the only information about Melanie is her belief in art\u2019s connective power. Without explicit support for transgender rights or community, we can\u2019t conclude she is an ally based on the provided facts.", + "category": 3, + "retrieved_memories": [ + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.32472693511928535, + "activation": 0.7329381148962753, + "semantic_similarity": 0.0, + "recency": 2.232556408488966e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3140289166642949, + "activation": 0.6972780533796402, + "semantic_similarity": 0.0, + "recency": 1.8429024452920506e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "fcf67140-a053-4b85-aab9-d1b743c83606", + "text": "Melanie believes that art connects people and helps them understand each other.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.25613834595731305, + "activation": 0.7032794886923863, + "semantic_similarity": 0.0, + "recency": 2.232556408372688e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer states that Melanie is supportive and thus an ally. The predicted answer claims there is not enough information to determine she is an ally, contradicting the correct answer. Therefore they are not equivalent." + }, + { + "question": "Whose birthday did Melanie celebrate recently?", + "correct_answer": "Melanie's daughter", + "predicted_answer": "Her daughter\u2019s.", + "reasoning": "Memory (2023-08-13) explicitly states Melanie celebrated her daughter\u2019s birthday that night, making it the recent celebration.", + "category": 4, + "retrieved_memories": [ + { + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2018-06-09T19:55:00+00:00", + "weight": 0.2968380631061595, + "activation": 0.7508995829940339, + "semantic_similarity": 0.0, + "recency": 5.177176583880014e-118, + "frequency": 1.4771212547196624 + }, + { + "id": "0e6cd438-6438-4ae2-9e94-dbded8b00105", + "text": "Melanie celebrated her daughter's birthday with a concert on the night of 2023-08-13, featuring music, joy, a warm summer breeze, and her kids' smiles.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-13T14:24:00+00:00", + "weight": 0.22478732318953773, + "activation": 0.7492910772984591, + "semantic_similarity": 0.0, + "recency": 6.748337039323501e-36, + "frequency": 1.0 + }, + { + "id": "bf0f66fa-16e7-4fc6-9c40-41e53d16061c", + "text": "Melanie shared a photo taken on the night of 2023-08-13 showing everyone having a blast at the birthday concert.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-13T14:24:00+00:00", + "weight": 0.2222155544500882, + "activation": 0.7407185148336274, + "semantic_similarity": 0.0, + "recency": 6.74833703883144e-36, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Her daughter\u2019s' conveys the same meaning as the correct answer 'Melanie's daughter', indicating that Melanie celebrated her daughter's birthday." + }, + { + "question": "What does Caroline's necklace symbolize?", + "correct_answer": "love, faith, and strength", + "predicted_answer": "Love, faith, and strength.", + "reasoning": "From the memory stating Caroline\u2019s necklace symbolizes love, faith, and strength and reminds her of her roots and family support.", + "category": 4, + "retrieved_memories": [ + { + "id": "05fa7cd6-67ff-4de9-b990-a5fc5b60f7dc", + "text": "Caroline believes that art connects people, provides peace, and helps her express feelings.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.25713336330540143, + "activation": 0.7065962131860142, + "semantic_similarity": 0.0, + "recency": 2.2326374103038502e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "d8dff1d7-0f5d-40af-82ce-0ea94bf6677a", + "text": "Caroline received a necklace from her grandmother in Sweden when she was young; the necklace symbolizes love, faith, and strength and serves as a reminder of her roots and family support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.2468652963638323, + "activation": 0.8228843212127744, + "semantic_similarity": 0.0, + "recency": 6.04188856051397e-38, + "frequency": 1.0 + }, + { + "id": "14d938bd-5294-4130-910e-3f0793e376ef", + "text": "Caroline's art expresses her trans experience, aiming to tell her story and help people understand the trans community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.21191833544264263, + "activation": 0.7063944514754754, + "semantic_similarity": 0.0, + "recency": 7.458171981357355e-36, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer lists the same three elements\u2014love, faith, and strength\u2014as the correct answer, differing only in capitalization and a trailing period, which is acceptable." + }, + { + "question": "When did Caroline meet up with her friends, family, and mentors?", + "correct_answer": "The week before 9 June 2023", + "predicted_answer": "Not specified. The provided memories do not record any date when Caroline met up with her friends, family, and mentors. The only dated item is June 9, 2019 (when she moved and began knowing her friends), but no meetup involving friends, family, and mentors is documented.", + "reasoning": "I reviewed all memories. Memory 0 gives a specific date (2019-06-09) for when she moved and began knowing her friends. Memory 1 mentions a talk but no date. Memory 2 notes mentorship activity ongoing as of July 17, 2023, but not a meetup with friends, family, and mentors. There is no explicit event or date for a meetup of those groups, so the answer cannot be determined from the memories.", + "category": 2, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.3303636453484356, + "activation": 0.7517271489934427, + "semantic_similarity": 0.0, + "recency": 3.67977607315271e-102, + "frequency": 1.6989700043360187 + }, + { + "id": "0bcb07aa-4917-45b0-bc68-bb168cdd3a50", + "text": "During her talk, Caroline shared her personal journey, the struggles she faced, and how she has developed since coming out.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.2903616053513791, + "activation": 0.7293113904780991, + "semantic_similarity": 0.0, + "recency": 5.155123332196522e-39, + "frequency": 1.4771212547196624 + }, + { + "id": "3d253ea6-173f-4c61-b89f-70028db67321", + "text": "Caroline met and supported several amazing young people as part of her LGBTQ youth mentorship program, ongoing as of July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.26885952883720704, + "activation": 0.7456834316253662, + "semantic_similarity": 0.0, + "recency": 4.537248885329461e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that no date is specified, whereas the correct answer provides a specific timeframe ('the week before 9 June 2023'). Therefore, the predicted answer does not contain the correct information." + }, + { + "question": "What is Caroline's identity?", + "correct_answer": "Transgender woman", + "predicted_answer": "Caroline is a transgender woman.", + "reasoning": "The memories state she transitioned, joined the transgender community, and her art expresses her trans experience, indicating she identifies as transgender (specifically a trans woman).", + "category": 1, + "retrieved_memories": [ + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.34160653407865144, + "activation": 0.7161394269217098, + "semantic_similarity": 0.0, + "recency": 1.842880455397188e-35, + "frequency": 1.8450980400142567 + }, + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.32728611946860586, + "activation": 0.701878106370198, + "semantic_similarity": 0.0, + "recency": 2.2325297687874363e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "14d938bd-5294-4130-910e-3f0793e376ef", + "text": "Caroline's art expresses her trans experience, aiming to tell her story and help people understand the trans community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.25528063647949223, + "activation": 0.7004204570996502, + "semantic_similarity": 0.0, + "recency": 7.457812402705814e-36, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Caroline is a transgender woman, which matches the correct answer \"Transgender woman\"." + }, + { + "question": "Where did Oliver hide his bone once?", + "correct_answer": "In Melanie's slipper", + "predicted_answer": "In Melanie\u2019s slipper.", + "reasoning": "Memory 1 explicitly states that Oliver hid his bone in Melanie\u2019s slipper.", + "category": 4, + "retrieved_memories": [ + { + "id": "fcbd80dc-0903-4053-9dfe-e2fab2e62d02", + "text": "Melanie shared a picture of her pet Oliver.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2366687746222865, + "activation": 0.5503352880477905, + "semantic_similarity": 0.0, + "recency": 1.8428943168239835e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "0d2a2d45-8291-49a8-b5b2-fedf51e56daa", + "text": "Oliver hid his bone in Melanie's slipper.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2288972718180856, + "activation": 0.7629909060602854, + "semantic_similarity": 0.0, + "recency": 1.84289431711408e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'In Melanie\u2019s slipper.' conveys the same information as the correct answer 'In Melanie's slipper', differing only in punctuation and apostrophe style, which does not affect the meaning." + }, + { + "question": "When did Caroline go to a pride parade during the summer?", + "correct_answer": "The week before 3 July 2023", + "predicted_answer": "Caroline went to pride events twice in summer 2023: mid-June 2023 and on Friday, August 11, 2023.", + "reasoning": "Memories show an exact parade date of August 11, 2023, and another LGBT pride event in mid-June 2023. The \u201cfew weeks earlier\u201d note lacks a timestamp, so the specific summer dates we can cite are mid-June 2023 and August 11, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "3cf59b50-3756-48fd-9b70-1abd90388437", + "text": "Caroline attended a pride parade on Friday 2023-08-11, describing it as awesome with energy and love, feeling proud and reminded of the importance of standing up for equality.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-11T14:24:00+00:00", + "weight": 0.2433770656585693, + "activation": 0.8112568855285645, + "semantic_similarity": 0.0, + "recency": 5.525266839125126e-36, + "frequency": 1.0 + }, + { + "id": "70806def-0c13-45fe-a2bd-426d1e6c2fc2", + "text": "Caroline attended a pride parade a few weeks earlier, joined the celebration, felt accepted, happy, proud, grateful, and experienced supportive community vibes.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-06-24T13:51:00+00:00", + "weight": 0.241233308168257, + "activation": 0.8041110272275234, + "semantic_similarity": 0.0, + "recency": 4.5367462140785853e-38, + "frequency": 1.0 + }, + { + "id": "a11e0dda-39b7-4f6e-9844-a177ad77fe51", + "text": "Caroline attended an LGBT pride event in June 2023 (mid-June) and experienced a supportive atmosphere of love and acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-06-15T00:00:00+00:00", + "weight": 0.23764768838882444, + "activation": 0.7921589612960815, + "semantic_similarity": 0.0, + "recency": 1.741073241993766e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer specifies the parade was the week before 3 July 2023 (late June 2023). The predicted answer states two events: mid-June 2023 and 11 August 2023, which do not match the specified week before 3 July. Therefore they are not equivalent." + }, + { + "question": "What kind of books does Caroline have in her library?", + "correct_answer": "kids' books - classics, stories from different cultures, educational books", + "predicted_answer": "Children\u2019s books\u2014specifically classics, stories from different cultures, and educational titles.", + "reasoning": "Memory 0 states Caroline\u2019s collection includes children\u2019s books comprising classics, multicultural stories, and educational titles.", + "category": 4, + "retrieved_memories": [ + { + "id": "8dabeeae-af31-4d08-b790-f4b95825b77b", + "text": "Caroline owns a collection of children\u2019s books that includes classics, stories from different cultures, and educational titles.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.24131491184234619, + "activation": 0.8043830394744873, + "semantic_similarity": 0.0, + "recency": 1.5471670373236284e-37, + "frequency": 1.0 + }, + { + "id": "b344b231-8274-47aa-b9e9-d52893ce6d6d", + "text": "Caroline is creating a personal library for future children, planning to read to them and expand their minds.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.23163794060205867, + "activation": 0.772126468673529, + "semantic_similarity": 0.0, + "recency": 1.5471670372090345e-37, + "frequency": 1.0 + }, + { + "id": "d22f0da1-da0a-49a7-9052-2f3cd481a39b", + "text": "Caroline expressed that books guide, motivate, and help her discover who she is, and that a particular book she is reading encourages her to keep going and never give up.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.20458724539762033, + "activation": 0.6819574846587344, + "semantic_similarity": 0.0, + "recency": 2.7754157079884544e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer restates the same categories\u2014children's/kids' books, including classics, stories from different cultures, and educational titles\u2014matching the correct answer despite different wording." + }, + { + "question": "Would Melanie be more interested in going to a national park or a theme park?", + "correct_answer": "National park; she likes the outdoors", + "predicted_answer": "A national park.", + "reasoning": "She described her recent time at a park as joyful and \u201cbeautiful,\u201d suggesting an appreciation for nature-focused settings, which aligns more with a national park than a theme park.", + "category": 3, + "retrieved_memories": [ + { + "id": "5ed8aef9-5b41-4332-812a-07486854551a", + "text": "Melanie suggested doing a family outing this summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.24382588805488759, + "activation": 0.662237962350968, + "semantic_similarity": 0.0, + "recency": 1.004363167498299e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "5968036a-613b-4475-984d-07b944a288f5", + "text": "Melanie also spent enjoyable time at a park around the same weekend, finding the moments joyful and beautiful.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-09T00:00:00+00:00", + "weight": 0.24212685179637106, + "activation": 0.6565745081559129, + "semantic_similarity": 0.0, + "recency": 9.456617750390304e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "3d8fa076-dd49-4e62-8078-edb6f787f8ff", + "text": "Melanie said she will start thinking about what they can do for the summer outing.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2410186882672231, + "activation": 0.6528806297254198, + "semantic_similarity": 0.0, + "recency": 1.0043631673192888e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'A national park.' matches the correct answer's core response that Melanie would prefer a national park, even though it omits the justification, which is acceptable for equivalence." + }, + { + "question": "When did Melanie get hurt?", + "correct_answer": "September 2023", + "predicted_answer": "September 2023", + "reasoning": "Memory 2 states that Melanie paused pottery on 2023-09-13 due to a \u201cSeptember 2023 injury,\u201d indicating the injury occurred sometime in September 2023 (no exact day provided).", + "category": 2, + "retrieved_memories": [ + { + "id": "b10162a8-4acc-4711-a169-60573b9365e8", + "text": "Melanie has been married for five years, meaning her wedding took place on 2018-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2018-06-09T19:55:00+00:00", + "weight": 0.30925493278140326, + "activation": 0.7298197802740298, + "semantic_similarity": 0.0, + "recency": 5.177088976469199e-118, + "frequency": 1.6020599913279623 + }, + { + "id": "d553b1d9-4203-4326-aca6-248e4f01c417", + "text": "Melanie reported being swamped with caring for her kids and work on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2881299794899713, + "activation": 0.7218726376067399, + "semantic_similarity": 0.0, + "recency": 4.127513285328539e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "446478cd-5ec7-46ed-a508-310391ad7dca", + "text": "As a result of the September 2023 injury, Melanie paused her pottery practice on 2023-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-09-13T10:31:00+00:00", + "weight": 0.2658951485640833, + "activation": 0.7358021640482871, + "semantic_similarity": 0.0, + "recency": 1.4739243161738294e-34, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"September 2023\" exactly matches the correct answer, so they are equivalent." + }, + { + "question": "What activity did Caroline used to do with her dad?", + "correct_answer": "Horseback riding", + "predicted_answer": "Horseback riding.", + "reasoning": "Memory 2 states that Caroline used to go horseback riding with her dad during her childhood.", + "category": 4, + "retrieved_memories": [ + { + "id": "abe33740-879c-4f8d-a580-cb758ee231ae", + "text": "Caroline went to do research on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3387779396888376, + "activation": 0.6777148054668204, + "semantic_similarity": 0.0, + "recency": 4.127447917094915e-40, + "frequency": 1.9030899869919433 + }, + { + "id": "4d68a71f-d652-4a5f-aa94-23cc2506d115", + "text": "Caroline felt powerful while giving her talk.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.29580401050568383, + "activation": 0.6849833726882983, + "semantic_similarity": 0.0, + "recency": 5.1551939519450614e-39, + "frequency": 1.6020599913279623 + }, + { + "id": "432439a8-233f-4ba9-a6e5-415f48f4eade", + "text": "Caroline used to go horseback riding with her dad during her childhood, riding through fields and feeling the wind, and she has a lifelong love for horses.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.2144191874044408, + "activation": 0.7147306246814693, + "semantic_similarity": 0.0, + "recency": 1.8428827094163017e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Horseback riding.' matches the correct answer 'Horseback riding' aside from a trailing period, which is acceptable as equivalent content." + }, + { + "question": "What kind of pot did Mel and her kids make with clay?", + "correct_answer": "a cup with a dog face on it", + "predicted_answer": "A cup.", + "reasoning": "Memory 1 states that at the pottery workshop they each made their own pots, including a cup, indicating the type of pot was a cup.", + "category": 4, + "retrieved_memories": [ + { + "id": "6b652ddf-ada3-43b5-bdfe-64727b279318", + "text": "Melanie finished another pottery project.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.27438615897419316, + "activation": 0.6760599025541459, + "semantic_similarity": 0.0, + "recency": 1.0044087630383646e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "0ac106ab-4996-4e24-83e1-587a28c2d413", + "text": "Melanie took her children to a pottery workshop, where they each made their own pots, including a cup.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-14T13:51:00+00:00", + "weight": 0.26349569766599307, + "activation": 0.7278039943879864, + "semantic_similarity": 0.0, + "recency": 3.3522732689411355e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "e0fba866-e7ae-4fe1-916d-58a5efeaea2c", + "text": "Melanie made a pottery piece in a pottery class yesterday.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.2480234975712925, + "activation": 0.6762299940723178, + "semantic_similarity": 0.0, + "recency": 2.020244446890783e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only states \"A cup,\" which omits the essential detail that the cup had a dog face on it. Therefore it does not fully match the correct answer \"a cup with a dog face on it.\"" + }, + { + "question": "Would Melanie go on another roadtrip soon?", + "correct_answer": "Likely no; since this one went badly", + "predicted_answer": "Unknown. There\u2019s no evidence that Melanie has planned another roadtrip after the October 14, 2023 trip.", + "reasoning": "The only dated roadtrip is the weekend of October 14, 2023. The note about a \u201cfamily outing this summer\u201d lacks a timestamp and isn\u2019t necessarily a roadtrip, so it can\u2019t be used to infer a near-future roadtrip.", + "category": 3, + "retrieved_memories": [ + { + "id": "5ed8aef9-5b41-4332-812a-07486854551a", + "text": "Melanie suggested doing a family outing this summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.29581485887920667, + "activation": 0.6850195339333746, + "semantic_similarity": 0.0, + "recency": 1.0043199056447071e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "65921f15-6e58-4084-9ae4-086e8de85e6b", + "text": "Melanie has been reading a book that Caroline recommended earlier and is doing so on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2935930240871986, + "activation": 0.6776134179600143, + "semantic_similarity": 0.0, + "recency": 2.9603898658501526e-33, + "frequency": 1.6020599913279623 + }, + { + "id": "c0ca7aa6-6576-4740-a907-ba13c0fc8a8f", + "text": "Melanie and her family went on a roadtrip during the weekend of October 14, 2023, which Melanie described as insane.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.2932629335447575, + "activation": 0.6765131161518774, + "semantic_similarity": 0.0, + "recency": 3.388275096302017e-33, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer states that Melanie will likely not go on another roadtrip because the previous one went badly. The predicted answer says the situation is unknown and cites lack of evidence of planning another trip, which does not convey the same conclusion. Therefore the answers are not equivalent." + }, + { + "question": "What painting did Melanie show to Caroline on October 13, 2023?", + "correct_answer": "A painting inspired by sunsets with a pink sky.", + "predicted_answer": "There\u2019s no record of Melanie showing Caroline any painting on October 13, 2023. The only painting Melanie is recorded as sharing is a photo of her nature\u2011inspired piece created on the weekend of July 8, 2023.", + "reasoning": "I reviewed all memories and found no event on October 13, 2023. The only memory of Melanie sharing a painting is a photo of a nature\u2011inspired work created on the weekend of 2023\u201107\u201108. Other dated events involve Caroline sharing her own paintings on July 17, 2023, and September 13, 2023. Therefore, there is no evidence of a painting shown by Melanie to Caroline on 2023\u201110\u201113.", + "category": 4, + "retrieved_memories": [ + { + "id": "13fa63ef-14d2-4b50-9059-fa2eecdea388", + "text": "Caroline shared her painting for the upcoming art show with Melanie on July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.25235244007677554, + "activation": 0.8411748002559185, + "semantic_similarity": 0.0, + "recency": 4.53763637299358e-37, + "frequency": 1.0 + }, + { + "id": "7a1f971a-607f-4d84-841c-84317e09aafb", + "text": "Melanie shared a photo of the nature-inspired painting created on the weekend of 2023-07-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-08T13:51:00+00:00", + "weight": 0.23649828325217212, + "activation": 0.7883276108405738, + "semantic_similarity": 0.0, + "recency": 1.8397477612560592e-37, + "frequency": 1.0 + }, + { + "id": "23ce4b26-f567-475a-b19b-e5010f4473cf", + "text": "Caroline created a painting that represents her journey as a trans woman, using red and blue colors to symbolize and challenge the binary gender system, and shared the image with Melanie on 2023-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.23643687907990038, + "activation": 0.7881229302663346, + "semantic_similarity": 0.0, + "recency": 1.4116932403628553e-34, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no record of Melanie showing a painting on October 13, 2023, whereas the correct answer specifies that the painting shown was 'a painting inspired by sunsets with a pink sky.' The content does not match, so they are not equivalent." + }, + { + "question": "When did Caroline and Melanie go to a pride fesetival together?", + "correct_answer": 2022, + "predicted_answer": "Mid-June 2023.", + "reasoning": "Memory 0 explicitly states Caroline attended an LGBT pride event in mid-June 2023, and Memory 1 notes that Caroline and Melanie (and friends) had a blast at a Pride festival together, aligning with that event. No other dated memories contradict this, so the festival they attended together was in mid-June 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "a11e0dda-39b7-4f6e-9844-a177ad77fe51", + "text": "Caroline attended an LGBT pride event in June 2023 (mid-June) and experienced a supportive atmosphere of love and acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-06-15T00:00:00+00:00", + "weight": 0.2602545374012024, + "activation": 0.7170001268386841, + "semantic_similarity": 0.0, + "recency": 1.740985755203014e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "412bf2b4-4356-484c-81a0-5018e31d3fda", + "text": "Caroline and Melanie (and friends) had a blast at the Pride festival last year.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2022-08-17T13:50:00+00:00", + "weight": 0.22536634282369453, + "activation": 0.7512211427456484, + "semantic_similarity": 0.0, + "recency": 1.4129738214962785e-51, + "frequency": 1.0 + }, + { + "id": "e8094e19-ee9a-4765-b943-943a081531b7", + "text": "Caroline expressed excitement (stoked) to Melanie about an upcoming great night featuring LGBTQ artists and their talents.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.21409582537698235, + "activation": 0.7136527512566079, + "semantic_similarity": 0.0, + "recency": 2.2325725559508306e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer says \"Mid-June 2023,\" which does not match the correct answer of 2022. Therefore they are not equivalent." + }, + { + "question": "What does Caroline's drawing symbolize for her?", + "correct_answer": "Freedom and being true to herself.", + "predicted_answer": "Freedom, authenticity, and embracing her womanhood.", + "reasoning": "Memory (2023-10-13) explicitly states her artwork symbolizes freedom, authenticity, and embracing her womanhood.", + "category": 4, + "retrieved_memories": [ + { + "id": "bf22e772-52dc-4b80-8290-3ba9973eb32d", + "text": "Caroline drew a piece of artwork symbolizing freedom, authenticity, and embracing her womanhood on 2023-10-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-13T10:31:00+00:00", + "weight": 0.2385996295690978, + "activation": 0.7953320985636594, + "semantic_similarity": 0.0, + "recency": 2.960562383991651e-33, + "frequency": 1.0 + }, + { + "id": "61f9e89c-e6b5-4247-95b1-3833a552cf87", + "text": "Caroline saw someone drawing on the ground the other day, which made her feel happy.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-24T13:33:00+00:00", + "weight": 0.23687797721422166, + "activation": 0.7895932573807389, + "semantic_similarity": 0.0, + "recency": 2.0201834411248054e-35, + "frequency": 1.0 + }, + { + "id": "05fa7cd6-67ff-4de9-b990-a5fc5b60f7dc", + "text": "Caroline believes that art connects people, provides peace, and helps her express feelings.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2326577286328243, + "activation": 0.7755257621094144, + "semantic_similarity": 0.0, + "recency": 2.232647988278143e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer includes the key elements of the correct answer\u2014freedom and authenticity (being true to herself). The additional phrase about embracing her womanhood expands on the idea but does not contradict the core meaning, so the answers are considered equivalent." + }, + { + "question": "What did Melanie paint recently?", + "correct_answer": "sunset", + "predicted_answer": "A horse.", + "reasoning": "The most specific recent memory states that Melanie recently painted a horse and shared a photo of it, which takes precedence over the more general note about a landscape or still life.", + "category": 1, + "retrieved_memories": [ + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.24217954874038694, + "activation": 0.8072651624679565, + "semantic_similarity": 0.0, + "recency": 2.232716507252262e-35, + "frequency": 1.0 + }, + { + "id": "d0798fe7-416d-45dc-83fe-5dbdc22f0049", + "text": "Melanie recently painted a horse, created a horse painting, and shared a photo of it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.23721123933792113, + "activation": 0.7907041311264038, + "semantic_similarity": 0.0, + "recency": 1.8430346017406263e-35, + "frequency": 1.0 + }, + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.23270789980888365, + "activation": 0.7756929993629456, + "semantic_similarity": 0.0, + "recency": 1.411708372078284e-34, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'A horse' does not match the correct answer 'sunset'; they refer to different subjects, so they are not equivalent." + }, + { + "question": "What did Mel and her kids paint in their latest project in July 2023?", + "correct_answer": "a sunset with a palm tree", + "predicted_answer": "The latest project was a collaborative painting finished on July 17, 2023, but its subject isn\u2019t specified in the records. The most recently described July project was a nature\u2011inspired artwork incorporating flowers painted over the weekend of July 8, 2023.", + "reasoning": "- Relevant memories: (1) nature-inspired artwork with flowers over 2023-07-08 weekend; (0) another collaborative painting finished on 2023-07-17. \n- The most recent July 2023 project by date is July 17, 2023, but no subject is given for it. \n- Therefore, we cannot specify what they painted on July 17. The only described July project is the nature-inspired piece with flowers from July 8.", + "category": 4, + "retrieved_memories": [ + { + "id": "51036930-1396-4bdf-805c-a0af5a87a0ff", + "text": "Melanie and her children finished another collaborative painting on July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.24694806617188847, + "activation": 0.8231602205729616, + "semantic_similarity": 0.0, + "recency": 4.537629866248295e-37, + "frequency": 1.0 + }, + { + "id": "85d0858d-5ffa-4027-9c3f-ea69211d0a18", + "text": "Melanie and her children painted a nature-inspired artwork together over the weekend of 2023-07-08, both contributing to the painting, bonding while chatting about nature, and incorporating lovely flowers they found.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-08T13:51:00+00:00", + "weight": 0.23694635849871387, + "activation": 0.7898211949957129, + "semantic_similarity": 0.0, + "recency": 1.8397451231576019e-37, + "frequency": 1.0 + }, + { + "id": "f80f9b26-5d47-44aa-94a7-29728db24423", + "text": "During the painting created on the weekend of 2023-07-08, Melanie and her children found lovely flowers that they incorporated into the artwork.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-08T13:51:00+00:00", + "weight": 0.2312628300849079, + "activation": 0.7708761002830263, + "semantic_similarity": 0.0, + "recency": 1.8397451230915873e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not mention a sunset with a palm tree; it says the subject isn\u2019t specified and mentions flowers, which does not match the correct answer." + }, + { + "question": "When did Melanie go on a hike after the roadtrip?", + "correct_answer": "19 October 2023", + "predicted_answer": "Late August 2023 (a few weeks before September 13, 2023).", + "reasoning": "The only documented hike is from the camping trip noted as occurring \u201ca few weeks before 2023-09-13.\u201d Converting that relative reference yields late August 2023. No separate date tied explicitly to a roadtrip is provided in the memories.", + "category": 1, + "retrieved_memories": [ + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.355841161398025, + "activation": 0.7635881846529551, + "semantic_similarity": 0.0, + "recency": 1.7275029973689778e-35, + "frequency": 1.8450980400142567 + }, + { + "id": "90aeba94-5058-4783-9690-c8df57b22c94", + "text": "Melanie and her family went on another camping trip in the forest.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3124963001216395, + "activation": 0.692169331570789, + "semantic_similarity": 0.0, + "recency": 3.7045267989173586e-37, + "frequency": 1.6989700043360187 + }, + { + "id": "9f4d641d-e881-4023-889c-945b4dea3cec", + "text": "Melanie expressed sympathy to Caroline about the unpleasant hike experience.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.27921756267206965, + "activation": 0.6921645815470676, + "semantic_similarity": 0.0, + "recency": 1.0043252274279392e-35, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states \"Late August 2023 (a few weeks before September 13, 2023)\" which does not match the correct date of \"19 October 2023\". Therefore they are not equivalent." + }, + { + "question": "Did Caroline make the black and white bowl in the photo?", + "correct_answer": "No", + "predicted_answer": "No.", + "reasoning": "The only bowl linked to Caroline was made by a friend for her 18th birthday ten years ago; there\u2019s no memory indicating Caroline made a bowl herself.", + "category": 5, + "retrieved_memories": [ + { + "id": "0bc780ca-890c-4696-90aa-7cc54ab6851c", + "text": "A friend made a hand\u2011painted bowl for Caroline on her 18th birthday ten years ago; the bowl\u2019s pattern and colors remind her of art and self\u2011expression.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2013-06-27T10:37:00+00:00", + "weight": 0.2603458856688323, + "activation": 0.7173046210641172, + "semantic_similarity": 0.0, + "recency": 1.5024743478583528e-196, + "frequency": 1.3010299956639813 + }, + { + "id": "b2152465-eb9f-43dc-be26-2035d861ae23", + "text": "Caroline complimented Melanie's pottery plate, asking if Melanie had made it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.20813870429992676, + "activation": 0.6937956809997559, + "semantic_similarity": 0.0, + "recency": 2.232530207386519e-35, + "frequency": 1.0 + }, + { + "id": "fd6e38ac-f8d8-497e-8075-02e7b7fae7ef", + "text": "Caroline shared a photo taken when she and Melanie met up last week.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.20685431957244874, + "activation": 0.6895143985748291, + "semantic_similarity": 0.0, + "recency": 5.15518865905525e-39, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"No.\" matches the correct answer \"No\"; they convey the same meaning." + }, + { + "question": "When did Melanie go to the museum?", + "correct_answer": "5 July 2023", + "predicted_answer": "Yesterday.", + "reasoning": "The memory states \u201cMelanie took her children to a museum yesterday,\u201d and no timestamps are provided to convert this to a specific calendar date.", + "category": 2, + "retrieved_memories": [ + { + "id": "953ae31f-a41d-4e1f-a68d-488ed9b059c8", + "text": "Melanie expressed that the museum visit reminded her why she loves being a mom.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-05T20:18:00+00:00", + "weight": 0.22729131308690503, + "activation": 0.7576377102896835, + "semantic_similarity": 0.0, + "recency": 1.4000327553582785e-37, + "frequency": 1.0 + }, + { + "id": "2ae744b2-932d-4c05-93f3-cb5c6979963e", + "text": "Melanie took her children to a museum yesterday, spending time with them and enjoying their excitement.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-05T20:18:00+00:00", + "weight": 0.21669027755587553, + "activation": 0.7223009251862518, + "semantic_similarity": 0.0, + "recency": 1.400032755243222e-37, + "frequency": 1.0 + }, + { + "id": "03fc89a0-7b57-4a6d-985c-bbe6070208e5", + "text": "Melanie shared a photo of her children at the museum (implied by Caroline\u2019s comment about a great pic).", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-05T20:18:00+00:00", + "weight": 0.2070120760216807, + "activation": 0.6900402534056024, + "semantic_similarity": 0.0, + "recency": 1.4000327551751788e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer \"Yesterday\" does not match the specific date \"5 July 2023\"; they are not equivalent." + }, + { + "question": "What was Melanie's favorite book from her childhood?", + "correct_answer": "\"Charlotte's Web\"", + "predicted_answer": "Charlotte\u2019s Web", + "reasoning": "Memory 2 explicitly states that Melanie loved reading \u201cCharlotte\u2019s Web\u201d as a child, indicating it as her favorite childhood book.", + "category": 4, + "retrieved_memories": [ + { + "id": "33ebc3df-cf8a-4ecf-b54e-4b6f9dd180c3", + "text": "Melanie finds peace through creativity and family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3185158528103371, + "activation": 0.6391704893606621, + "semantic_similarity": 0.0, + "recency": 3.7044908036416915e-37, + "frequency": 1.8450980400142567 + }, + { + "id": "57b74367-5b01-4925-b504-1893cc394695", + "text": "Melanie recalled reading a book in 2022 that reminded her to always pursue her dreams.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2022-07-12T16:33:00+00:00", + "weight": 0.2710665137942697, + "activation": 0.664994418621068, + "semantic_similarity": 0.0, + "recency": 3.9046076416125737e-53, + "frequency": 1.4771212547196624 + }, + { + "id": "eed81213-3e82-443a-b4ac-6ef21473d8a9", + "text": "Melanie loved reading the book \"Charlotte's Web\" as a child and believes the story shows how friendship and compassion can make a difference.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.24753419691086265, + "activation": 0.6745989918708849, + "semantic_similarity": 0.0, + "recency": 1.5471597250373373e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Charlotte\u2019s Web' matches the correct answer 'Charlotte's Web' despite the different apostrophe style, so they are equivalent." + }, + { + "question": "When did Caroline give a speech at a school?", + "correct_answer": "The week before 9 June 2023", + "predicted_answer": "The date isn\u2019t specified in the provided memories, so when Caroline gave the school speech cannot be determined.", + "reasoning": "The memories describe the content of Caroline\u2019s talk and that it was at a school event, but they include no timestamps or dates to indicate when it occurred.", + "category": 2, + "retrieved_memories": [ + { + "id": "4d68a71f-d652-4a5f-aa94-23cc2506d115", + "text": "Caroline felt powerful while giving her talk.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.29465715921613433, + "activation": 0.7436299033606167, + "semantic_similarity": 0.0, + "recency": 5.155356756763892e-39, + "frequency": 1.4771212547196624 + }, + { + "id": "0bcb07aa-4917-45b0-bc68-bb168cdd3a50", + "text": "During her talk, Caroline shared her personal journey, the struggles she faced, and how she has developed since coming out.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.25666613512993314, + "activation": 0.7050387859344532, + "semantic_similarity": 0.0, + "recency": 5.155356756662424e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "484b6559-48d6-4f8b-b6ef-923b4d2dc50f", + "text": "Caroline gave a talk at a school event about her transgender journey and encouraged students to get involved in the LGBTQ community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.22994907319849334, + "activation": 0.7664969106616445, + "semantic_similarity": 0.0, + "recency": 5.1553567570145947e-39, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date cannot be determined, whereas the correct answer specifies that the speech occurred the week before 9 June 2023. Therefore, the answers are not equivalent." + }, + { + "question": "When did Melanie's family go on a roadtrip?", + "correct_answer": "The weekend before 20 October 2023", + "predicted_answer": "October 14\u201315, 2023.", + "reasoning": "Memory 1 states they went on a roadtrip during the weekend of October 14, 2023. The weekend dates are October 14\u201315, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.32255752099656776, + "activation": 0.7257067344872166, + "semantic_similarity": 0.0, + "recency": 1.727518003896812e-35, + "frequency": 1.6989700043360187 + }, + { + "id": "c0ca7aa6-6576-4740-a907-ba13c0fc8a8f", + "text": "Melanie and her family went on a roadtrip during the weekend of October 14, 2023, which Melanie described as insane.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.30293371802138663, + "activation": 0.7712184327114576, + "semantic_similarity": 0.0, + "recency": 3.388322486256815e-33, + "frequency": 1.4771212547196624 + }, + { + "id": "5ed8aef9-5b41-4332-812a-07486854551a", + "text": "Melanie suggested doing a family outing this summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2846083128007234, + "activation": 0.71013374864258, + "semantic_similarity": 0.0, + "recency": 1.004333951868206e-35, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The weekend before 20 October 2023 falls on Saturday 14 October and Sunday 15 October 2023. The predicted answer 'October 14\u201315, 2023' exactly matches that timeframe, so the answers are equivalent." + }, + { + "question": "How did Melanie feel about her family supporting her?", + "correct_answer": "She appreciated them a lot", + "predicted_answer": "She felt that her family\u2019s love and support helped her through tough times and motivated her to be courageous for them.", + "reasoning": "Memory 2 states she expressed that their love and support helped her through tough times, and Memory 1 says she wanted to be courageous for her family. These indicate her positive, strengthened feelings about their support.", + "category": 4, + "retrieved_memories": [ + { + "id": "5bc37070-2e69-4edf-b94c-fb145430de8f", + "text": "Melanie's family helped her during a move, providing love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3393520267843413, + "activation": 0.8301434269504898, + "semantic_similarity": 0.0, + "recency": 3.7045656662789345e-37, + "frequency": 1.6020599913279623 + }, + { + "id": "40e86bdc-21d7-4703-adfd-cda525f8a2ce", + "text": "Melanie expressed a desire to be courageous for her family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.308717358332678, + "activation": 0.7904972337490955, + "semantic_similarity": 0.0, + "recency": 1.038138176038812e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "8f415795-0ffd-49c4-9a11-d312a10f8c7a", + "text": "Melanie expressed that her family's love and support helped her through tough times.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.2908506093959725, + "activation": 0.8189870334879178, + "semantic_similarity": 0.0, + "recency": 3.704565666004549e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer expresses that Melanie felt her family's love and support helped her and motivated her, which conveys a strong appreciation and positive feeling toward their support, matching the meaning of 'She appreciated them a lot.'" + }, + { + "question": "What personality traits might Melanie say Caroline has?", + "correct_answer": "Thoughtful, authentic, driven", + "predicted_answer": "Supportive, empathetic, compassionate, encouraging/uplifting, positive, and dependable.", + "reasoning": "Melanie says Caroline makes life\u2019s struggles more bearable, which implies Caroline provides emotional support, comfort, and positivity in difficult times\u2014traits like empathy, compassion, encouragement, and reliability.", + "category": 3, + "retrieved_memories": [ + { + "id": "808972e6-b1f9-49c4-a615-f1d29568659a", + "text": "Melanie feels that Caroline makes life's struggles more bearable.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2917632318968143, + "activation": 0.7339834789628831, + "semantic_similarity": 0.0, + "recency": 1.0043595506791303e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "ceb846f4-da44-4d55-98ea-5b1ff482147b", + "text": "Caroline feels lucky to have Melanie as a supportive friend who reminds her of happy moments.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2246962375848365, + "activation": 0.7489874586161217, + "semantic_similarity": 0.0, + "recency": 1.004359550772132e-35, + "frequency": 1.0 + }, + { + "id": "7dd83700-63b7-4488-bf64-3a179680bdc4", + "text": "Caroline appreciates her friendship with Melanie, describing it as supportive.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.21656853606011092, + "activation": 0.7218951202003697, + "semantic_similarity": 0.0, + "recency": 3.7046534022978666e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer lists traits (supportive, empathetic, compassionate, encouraging/uplifting, positive, dependable) that do not match the required traits (thoughtful, authentic, driven). Therefore they are not equivalent." + }, + { + "question": "What LGBTQ+ events has Caroline participated in?", + "correct_answer": "Pride parade, school speech, support group", + "predicted_answer": "- Attended an LGBT Pride event in mid-June 2023\n- Visited an LGBTQ center on July 10, 2023\n- Volunteered at an LGBTQ+ youth center on August 28, 2023", + "reasoning": "From the memories: (1) attendance at a Pride event is dated to mid-June 2023; (2) a visit to an LGBTQ center is explicitly dated July 10, 2023; (3) volunteering at an LGBTQ+ youth center occurred on 2023-08-28. No contradictions, and dates are taken directly from the memories.", + "category": 1, + "retrieved_memories": [ + { + "id": "405ca655-a4cf-4006-a949-371c6f639bfe", + "text": "Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, engaging in conversations with young people and providing support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.36634913525382223, + "activation": 0.7986147641722792, + "semantic_similarity": 0.0, + "recency": 3.0357900170058174e-35, + "frequency": 1.8450980400142567 + }, + { + "id": "a11e0dda-39b7-4f6e-9844-a177ad77fe51", + "text": "Caroline attended an LGBT pride event in June 2023 (mid-June) and experienced a supportive atmosphere of love and acceptance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-06-15T00:00:00+00:00", + "weight": 0.3278760490836876, + "activation": 0.791890167948311, + "semantic_similarity": 0.0, + "recency": 1.7409092378705747e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "2dd02a9c-b5d0-4831-895e-c2b518648691", + "text": "Caroline visited an LGBTQ center on July 10 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-10T00:00:00+00:00", + "weight": 0.2761838796421732, + "activation": 0.7700979343085869, + "semantic_similarity": 0.0, + "recency": 2.1208616275239178e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer lists attending a Pride event, visiting an LGBTQ center, and volunteering at a youth center, which do not match the three items in the correct answer (Pride parade, school speech, support group). It omits the school speech and support group and adds unrelated events, so they are not equivalent." + }, + { + "question": "Would Caroline want to move back to her home country soon?", + "correct_answer": "No; she's in the process of adopting children.", + "predicted_answer": "No. There\u2019s no evidence she wants to move back soon; as of May 25, 2023, she was focused on becoming a single parent and creating a stable, loving home, which suggests staying where she is.", + "reasoning": "Memories show she moved from her home country on 2019-06-09. The most recent relevant memory (2023-05-25) states her intention to become a single parent and create a family for children in need, aligning with her dream of providing a safe, loving home for adopted children. Nothing indicates plans to return, and her goals imply settling where she currently lives.", + "category": 3, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.3560236195850479, + "activation": 0.7352004051208548, + "semantic_similarity": 0.0, + "recency": 3.6797363712534236e-102, + "frequency": 1.9030899869919433 + }, + { + "id": "f12a281f-e50d-4464-891e-84218bd3f1cf", + "text": "On May 25, 2023, Caroline expressed her intention to become a single parent and create a family for children who need a loving home.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-25T13:14:00+00:00", + "weight": 0.20549048119896876, + "activation": 0.6849682706632292, + "semantic_similarity": 0.0, + "recency": 2.2527079603498982e-39, + "frequency": 1.0 + }, + { + "id": "5bb08c05-7e93-4318-bcab-84d7aae9c0cf", + "text": "Caroline stated her dream is to create a safe and loving home for adopted children.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_19)", + "event_date": "2023-10-22T09:55:00+00:00", + "weight": 0.20521108492579884, + "activation": 0.6840369497526628, + "semantic_similarity": 0.0, + "recency": 7.263073076260872e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states 'No' and explains that Caroline is focused on becoming a single parent and creating a stable home, which aligns with the correct answer that she is in the process of adopting children. Thus, the content is equivalent." + }, + { + "question": "What kind of art does Caroline make?", + "correct_answer": "abstract art", + "predicted_answer": "Visual art\u2014she makes paintings (including a self-portrait) and other visual pieces.", + "reasoning": "Memory 0 states Caroline creates visual art, producing paintings and other pieces. Memory 1 mentions a self-portrait painting. Therefore, her art is visual art, specifically paintings and related visual works.", + "category": 1, + "retrieved_memories": [ + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3780847074064243, + "activation": 0.837733338014286, + "semantic_similarity": 0.0, + "recency": 1.4115789689708508e-34, + "frequency": 1.8450980400142567 + }, + { + "id": "5c5247d5-1e58-4d0c-919e-fbf20c51031e", + "text": "Caroline created a self-portrait last week and shared the recent painting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-16T15:31:00+00:00", + "weight": 0.2707262859448298, + "activation": 0.751905955317442, + "semantic_similarity": 0.0, + "recency": 9.1514000426379e-36, + "frequency": 1.3010299956639813 + }, + { + "id": "37bdc7db-1a99-4d8b-9170-c1e35b7c2e10", + "text": "Caroline uses her art to teach people about trans individuals and the trans community.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_11)", + "event_date": "2023-08-14T14:24:00+00:00", + "weight": 0.22427786443961514, + "activation": 0.7475928814653838, + "semantic_similarity": 0.0, + "recency": 7.457752533803456e-36, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states Caroline makes visual art such as paintings and a self-portrait, which does not specify abstract art. The correct answer is abstract art, so the predicted answer does not match." + }, + { + "question": "Would Caroline still want to pursue counseling as a career if she hadn't received support growing up?", + "correct_answer": "Likely no", + "predicted_answer": "There isn\u2019t enough information to determine that. The memories only state that Caroline is currently exploring and interested in counseling/mental health to help people with similar issues; they don\u2019t indicate how support (or lack of it) in her upbringing influenced that choice, so we can\u2019t say whether her interest would change without that support.", + "reasoning": "The provided memories describe Caroline\u2019s present goals and motivations (helping people with similar issues, especially trans people) but contain no details about the support she received growing up or how it affected her career choice. Since the question is counterfactual and there\u2019s no evidence linking her upbringing to the decision, the conclusion cannot be drawn from the available data.", + "category": 3, + "retrieved_memories": [ + { + "id": "02525dd9-556a-4f5f-9c21-62c47193a146", + "text": "Caroline plans to continue her education and explore career options, specifically counseling or mental health work, to support people with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.34951233003775983, + "activation": 0.8155560979578568, + "semantic_similarity": 0.0, + "recency": 4.127491987395811e-40, + "frequency": 1.6989700043360187 + }, + { + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.3352222843047092, + "activation": 0.7679226121810212, + "semantic_similarity": 0.0, + "recency": 6.041669161475094e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "825fd3ed-d6d6-458d-8991-4a56024d589b", + "text": "Caroline expressed interest in becoming a counselor or working in mental health to help others with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.32102801851267393, + "activation": 0.7690633993782653, + "semantic_similarity": 0.0, + "recency": 4.1274919871330356e-40, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is insufficient information to determine Caroline's hypothetical career choice, whereas the correct answer asserts she would likely not pursue counseling. These responses are not equivalent." + }, + { + "question": "What inspired Caroline's painting for the art show?", + "correct_answer": "visiting an LGBTQ center and wanting to capture unity and strength", + "predicted_answer": "Her volunteer work inspired it.", + "reasoning": "Memory 0 states Caroline creates visual art as part of her volunteer inspiration; no other inspiration is indicated for the art show painting.", + "category": 4, + "retrieved_memories": [ + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.2851368861760166, + "activation": 0.7999412894213982, + "semantic_similarity": 0.0, + "recency": 1.411662230193266e-34, + "frequency": 1.3010299956639813 + }, + { + "id": "f441c40a-d5a0-42c5-9e67-e265af66e2a1", + "text": "Melanie shared a painting with Caroline, prompting Caroline to look at it.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.23845470410045433, + "activation": 0.7948490136681812, + "semantic_similarity": 0.0, + "recency": 4.1276531882670715e-40, + "frequency": 1.0 + }, + { + "id": "5c5247d5-1e58-4d0c-919e-fbf20c51031e", + "text": "Caroline created a self-portrait last week and shared the recent painting.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-16T15:31:00+00:00", + "weight": 0.2315922646157979, + "activation": 0.7719742153859931, + "semantic_similarity": 0.0, + "recency": 9.151939832270374e-36, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only says \"Her volunteer work inspired it,\" which is vague and does not mention the specific visit to an LGBTQ center or the desire to capture unity and strength, so it does not match the correct answer." + }, + { + "question": "How long has Melanie been creating art?", + "correct_answer": "7 years", + "predicted_answer": "About 9 years (since around September 13, 2016). As of October 31, 2025, that\u2019s roughly 9 years, 1 month, and 18 days.", + "reasoning": "Memory states Melanie started around 2016-09-13. Using today\u2019s date (2025-10-31), the elapsed time is from 2016-09-13 to 2025-09-13 = 9 years, plus 1 month and 18 days to 2025-10-31.", + "category": 4, + "retrieved_memories": [ + { + "id": "7fa9de74-3854-45a2-98ae-475d076e2e01", + "text": "Melanie has been creating art for seven years, focusing on painting and pottery, having started around 2016-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.418227966533425, + "activation": 0.8940932217780831, + "semantic_similarity": 0.0, + "recency": 1.411556630077201e-34, + "frequency": 2.0 + }, + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.3459230668576418, + "activation": 0.764001264333651, + "semantic_similarity": 0.0, + "recency": 2.232476516132842e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "162ff4bf-61e5-4ad4-a339-970d40cf39a3", + "text": "Melanie's favorite art forms are painting landscapes and still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2723768279164375, + "activation": 0.7574077618894678, + "semantic_similarity": 0.0, + "recency": 2.2324765159649195e-35, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states Melanie has been creating art for about 9 years, whereas the correct answer is 7 years. The durations differ, so they are not equivalent." + }, + { + "question": "What did Melanie and her family do while camping?", + "correct_answer": "explored nature, roasted marshmallows, and went on a hike", + "predicted_answer": "They bonded over stories around campfires and enjoyed nature, waking to birdsong and fresh air.", + "reasoning": "Memory 1 explicitly states that during a recent camping trip they bonded over stories, campfires, and nature, and woke to birdsong and fresh air. No timestamps are provided or needed for this activity-based question.", + "category": 4, + "retrieved_memories": [ + { + "id": "90aeba94-5058-4783-9690-c8df57b22c94", + "text": "Melanie and her family went on another camping trip in the forest.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.3263051958258998, + "activation": 0.8491233587265015, + "semantic_similarity": 0.0, + "recency": 3.7046473139536544e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "dab366a0-1ec1-42c2-a217-09619b2b116b", + "text": "During a recent camping trip, Melanie and her family bonded over stories, campfires, and nature, waking up to birdsong and fresh air, which refreshed her soul.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-20T18:55:00+00:00", + "weight": 0.28439522670633544, + "activation": 0.7974690911891276, + "semantic_similarity": 0.0, + "recency": 6.174073318265564e-33, + "frequency": 1.3010299956639813 + }, + { + "id": "2163609c-3476-44ce-a267-19caebaaf40f", + "text": "Melanie shared a picture of her family camping at the beach, noting that the experience brings the family closer together.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.23852045054794713, + "activation": 0.7950681684931571, + "semantic_similarity": 0.0, + "recency": 1.5472250902813754e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions bonding over campfire stories and enjoying nature, but it does not include the specific activities of roasting marshmallows and going on a hike that are required by the correct answer. Therefore it is not equivalent." + }, + { + "question": "What kind of place does Caroline want to create for people?", + "correct_answer": "a safe and inviting place for people to grow", + "predicted_answer": "A more loving world.", + "reasoning": "Memory 2 explicitly says Caroline\u2019s volunteer work supports the LGBTQ+ community, aiming to create \u201ca more loving world.\u201d", + "category": 4, + "retrieved_memories": [ + { + "id": "2b4beee6-c3df-47f6-8027-9ab2f526ab5b", + "text": "Caroline promotes LGBTQ rights and aims to live authentically while helping others do the same.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_13)", + "event_date": "2023-08-23T15:31:00+00:00", + "weight": 0.3322072814718854, + "activation": 0.7182819797144631, + "semantic_similarity": 0.0, + "recency": 1.8428871780966182e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "83c084d3-87df-41a1-8a57-1c271855aec5", + "text": "Caroline creates visual art as part of her volunteer inspiration, producing paintings and other pieces.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.33103397632445025, + "activation": 0.7539615855801581, + "semantic_similarity": 0.0, + "recency": 1.4115954502563156e-34, + "frequency": 1.6989700043360187 + }, + { + "id": "7d7e35fe-3c49-4414-92af-cdf6e6d4b998", + "text": "Caroline volunteers work that supports the LGBTQ+ community, aiming to create a more loving world.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.3163413228960291, + "activation": 0.753441080656116, + "semantic_similarity": 0.0, + "recency": 1.411595450150098e-34, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'A more loving world' does not convey the specific elements of safety, invitation, and growth mentioned in the correct answer 'a safe and inviting place for people to grow'. Therefore they are not equivalent." + }, + { + "question": "How does Melanie prioritize self-care?", + "correct_answer": "by carving out some me-time each day for activities like running, reading, or playing the violin", + "predicted_answer": "She treats self-care as vital and makes it a priority, also valuing family time as part of her well-being.", + "reasoning": "Memory 0 states Melanie emphasized that taking care of oneself is vital. Memory 2 notes that family time matters to her, which aligns with prioritizing well-being.", + "category": 4, + "retrieved_memories": [ + { + "id": "8f9c53af-9c69-4cb3-b2a1-01e9e027d582", + "text": "Melanie emphasized that taking care of oneself is vital.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.24612457752227782, + "activation": 0.8204152584075928, + "semantic_similarity": 0.0, + "recency": 4.1277880090715195e-40, + "frequency": 1.0 + }, + { + "id": "91054404-ebe9-49ef-953a-d8f3dbc53844", + "text": "Caroline emphasized that mental health is a priority and encouraged Melanie to take care of herself.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.23266897201538084, + "activation": 0.7755632400512695, + "semantic_similarity": 0.0, + "recency": 2.7756617056029052e-37, + "frequency": 1.0 + }, + { + "id": "cf94140a-d632-490e-848c-084d4753a1eb", + "text": "Melanie believes that family time matters to her.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.22731539877469714, + "activation": 0.7577179959156571, + "semantic_similarity": 0.0, + "recency": 6.042102467274142e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not mention Melanie carving out daily me-time for specific activities such as running, reading, or playing the violin, which is the core of the correct answer. Instead, it broadly states she treats self-care as vital and includes family time, which does not match the specific self-care practices described." + }, + { + "question": "What are some changes Caroline has faced during her transition journey?", + "correct_answer": "Changes to her body, losing unsupportive friends", + "predicted_answer": "- She joined the transgender community to find acceptance, love, and support.\n- She faced struggles but also experienced personal growth and development after coming out.\n- Her transition and her art changed her relationships: some close friends stayed supportive while a few could not handle it, and she now feels happier being around accepting people.", + "reasoning": "Drawn from the provided memories: (0) notes joining the transgender community for acceptance/support; (1) mentions struggles and development since coming out; (2) describes relationship shifts\u2014support from some friends, loss with others\u2014and increased happiness with accepting people. No conflicting timestamps were provided.", + "category": 1, + "retrieved_memories": [ + { + "id": "429d055e-2a63-485b-9eee-07b433ea0b70", + "text": "Caroline transitioned and joined the transgender community to find acceptance, love, and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.31066169817447165, + "activation": 0.7969783665550743, + "semantic_similarity": 0.0, + "recency": 2.2326437521401126e-35, + "frequency": 1.4771212547196624 + }, + { + "id": "0bcb07aa-4917-45b0-bc68-bb168cdd3a50", + "text": "During her talk, Caroline shared her personal journey, the struggles she faced, and how she has developed since coming out.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.23808885443740258, + "activation": 0.7936295147913419, + "semantic_similarity": 0.0, + "recency": 5.155450848068506e-39, + "frequency": 1.0 + }, + { + "id": "776dd6f7-05c9-42e4-918b-0e4c75d7fbf0", + "text": "Caroline reports that her transition and art have changed her relationships: some close friends remained supportive while a few could not handle it, leading her to feel happier with accepting people.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.23353805045896928, + "activation": 0.7784601681965643, + "semantic_similarity": 0.0, + "recency": 1.4116623702827774e-34, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions joining the transgender community, personal growth, and losing unsupportive friends, but it does not mention any changes to her body. The correct answer requires both body changes and losing unsupportive friends, so the content is not equivalent." + }, + { + "question": "What does Melanie do to destress?", + "correct_answer": "Running, pottery", + "predicted_answer": "She goes running\u2014specifically, she\u2019s been running longer/farther to de-stress.", + "reasoning": "Memories 0 and 1 both state Melanie has been running longer/farther as a way to de-stress and clear her mind.", + "category": 1, + "retrieved_memories": [ + { + "id": "0d82f3c8-e1a3-4f0c-bd68-3786b73b9011", + "text": "Melanie said she has been running longer since their last chat as a way to de\u2011stress and clear her mind.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.287472584980334, + "activation": 0.7196813225746155, + "semantic_similarity": 0.0, + "recency": 2.775604770940141e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "ce50b41f-b8a3-43d9-ba9c-1aaad30b41e3", + "text": "Melanie explained that she has been running farther to de\u2011stress, which has been beneficial for her headspace.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2607999556636841, + "activation": 0.718818187713623, + "semantic_similarity": 0.0, + "recency": 2.7756047706574476e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "808972e6-b1f9-49c4-a615-f1d29568659a", + "text": "Melanie feels that Caroline makes life's struggles more bearable.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.2150409936904907, + "activation": 0.7168033123016357, + "semantic_similarity": 0.0, + "recency": 1.0043886302838016e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions running as a way Melanie de-stresses, but the correct answer includes both running and pottery. Since pottery is omitted, the answers are not equivalent." + }, + { + "question": "How many times has Melanie gone to the beach in 2023?", + "correct_answer": 2, + "predicted_answer": "0 (no documented beach visits in 2023)", + "reasoning": "The memories list swimming on May 8, 2023 (location unspecified) and camping on July 1\u20132, 2023, but no explicit beach visit. The July 20, 2023 statement is a general frequency (\u201conce or twice a year\u201d), not a record of a 2023 event. Therefore, there are zero recorded beach visits in 2023 based on the provided memories.", + "category": 1, + "retrieved_memories": [ + { + "id": "e01a849d-649c-4453-8092-a0c67e071003", + "text": "Melanie went swimming with her children on 2023-05-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.2935636624270022, + "activation": 0.7399849140635095, + "semantic_similarity": 0.0, + "recency": 4.127517907902324e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "e4e45c41-0436-46b4-a325-7e2f7b1de782", + "text": "Melanie went camping with her family on the weekend of July 1-2 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-01T00:00:00+00:00", + "weight": 0.2913208313458061, + "activation": 0.7325088104595224, + "semantic_similarity": 0.0, + "recency": 8.623150403091374e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "9d245756-2f2f-4c45-9d26-4388bb1f3563", + "text": "Melanie's family goes to the beach only once or twice a year, as stated by Melanie on July 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_10)", + "event_date": "2023-07-20T20:56:00+00:00", + "weight": 0.2808018926849216, + "activation": 0.7854913111177481, + "semantic_similarity": 0.0, + "recency": 6.2907960656700896e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states 0 beach visits, which does not match the correct answer of 2. Therefore they are not equivalent." + }, + { + "question": "What country is Caroline's grandma from?", + "correct_answer": "Sweden", + "predicted_answer": "Sweden", + "reasoning": "Memory 1 states Caroline received a necklace from her grandmother in Sweden, indicating her grandmother is from Sweden.", + "category": 4, + "retrieved_memories": [ + { + "id": "b18dd86a-91ea-471b-b650-41ea4bf6d3e4", + "text": "Caroline has known her friends for four years, since she moved from her home country on 2019-06-09.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2019-06-09T19:55:00+00:00", + "weight": 0.2749159671268917, + "activation": 0.6778259297298079, + "semantic_similarity": 0.0, + "recency": 3.679987092627068e-102, + "frequency": 1.4771212547196624 + }, + { + "id": "d8dff1d7-0f5d-40af-82ce-0ea94bf6677a", + "text": "Caroline received a necklace from her grandmother in Sweden when she was young; the necklace symbolizes love, faith, and strength and serves as a reminder of her roots and family support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.24820884454984027, + "activation": 0.6768478173341437, + "semantic_similarity": 0.0, + "recency": 6.041868346850107e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "89fd4c92-114a-48bf-a77f-ac45a921823b", + "text": "Melanie shared a picture of her family with Caroline during their conversation on October 20, 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-20T18:55:00+00:00", + "weight": 0.18470351376904842, + "activation": 0.6156783792301614, + "semantic_similarity": 0.0, + "recency": 6.174149630697778e-33, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"Sweden\" exactly matches the correct answer \"Sweden\", so they are equivalent." + }, + { + "question": "When did Caroline encounter people on a hike and have a negative experience?", + "correct_answer": "The week before 25 August 2023", + "predicted_answer": "Last week.", + "reasoning": "Memory 0 explicitly states Caroline went hiking \u201clast week\u201d and had a negative interaction. No timestamps are provided to convert this relative time into a specific date, so the most precise available answer is \u201clast week.\u201d", + "category": 2, + "retrieved_memories": [ + { + "id": "b50f0f9e-c623-4333-8d8d-43f12ae67398", + "text": "Caroline went hiking last week, got into a bad spot with some people, and later tried to apologize to them.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-18T13:33:00+00:00", + "weight": 0.25206017804504544, + "activation": 0.8402005934834849, + "semantic_similarity": 0.0, + "recency": 1.1087362177592048e-35, + "frequency": 1.0 + }, + { + "id": "9f4d641d-e881-4023-889c-945b4dea3cec", + "text": "Melanie expressed sympathy to Caroline about the unpleasant hike experience.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.24755008220672783, + "activation": 0.8251669406890928, + "semantic_similarity": 0.0, + "recency": 1.0044110799214043e-35, + "frequency": 1.0 + }, + { + "id": "983c4ded-79e1-4c66-899c-4911399ccac6", + "text": "Caroline went on a hike and encountered a group of religious conservatives who said something that upset her.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_12)", + "event_date": "2023-08-17T13:50:00+00:00", + "weight": 0.24198580759636837, + "activation": 0.8066193586545612, + "semantic_similarity": 0.0, + "recency": 1.0044110798458402e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'Last week' is vague and refers to the week preceding the current date, which does not specifically match the required answer 'the week before 25 August 2023' (the week of 18\u201124 August 2023). Therefore they are not equivalent." + }, + { + "question": "What did Melanie realize after the charity race?", + "correct_answer": "self-care is important", + "predicted_answer": "She realized the importance of taking care of our minds\u2014mental health matters.", + "reasoning": "From the May 20, 2023 charity race memory, it says the event was rewarding and prompted her to think about taking care of minds, indicating she realized the importance of mental health care.", + "category": 4, + "retrieved_memories": [ + { + "id": "0d82f3c8-e1a3-4f0c-bd68-3786b73b9011", + "text": "Melanie said she has been running longer since their last chat as a way to de\u2011stress and clear her mind.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_7)", + "event_date": "2023-07-12T16:33:00+00:00", + "weight": 0.2551114177161069, + "activation": 0.6998563945550325, + "semantic_similarity": 0.0, + "recency": 2.7756624024965184e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "375391b0-2fc2-4710-9c65-afa156bb1da6", + "text": "Melanie ran a charity race for mental health on Saturday, May 20, 2023, which she found rewarding and prompted her to think about taking care of minds.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-05-20T13:14:00+00:00", + "weight": 0.23213306495355177, + "activation": 0.7737768831785059, + "semantic_similarity": 0.0, + "recency": 1.3664828335589138e-39, + "frequency": 1.0 + }, + { + "id": "40e86bdc-21d7-4703-adfd-cda525f8a2ce", + "text": "Melanie expressed a desire to be courageous for her family.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.2172689147982259, + "activation": 0.7242297159940864, + "semantic_similarity": 0.0, + "recency": 1.03821437783746e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer conveys that Melanie realized the importance of taking care of her mind and mental health, which aligns with the core idea that self-care is important. Thus the content is equivalent despite different wording." + }, + { + "question": "What did Caroline find in her neighborhood during her walk?", + "correct_answer": "a rainbow sidewalk", + "predicted_answer": "A rainbow sidewalk.", + "reasoning": "Memory 2 states that Caroline discovered\u2014and photographed\u2014a rainbow sidewalk while walking in her neighborhood during Pride Month.", + "category": 4, + "retrieved_memories": [ + { + "id": "b50f0f9e-c623-4333-8d8d-43f12ae67398", + "text": "Caroline went hiking last week, got into a bad spot with some people, and later tried to apologize to them.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-18T13:33:00+00:00", + "weight": 0.2589003437137634, + "activation": 0.7124861478805542, + "semantic_similarity": 0.0, + "recency": 1.1086329559598937e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "90f7247e-2f3b-4451-83e4-bbdff35ba08e", + "text": "Caroline spent a day out with her friends last weekend, during which they went biking and saw various interesting sights.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-09T00:00:00+00:00", + "weight": 0.2514455661998953, + "activation": 0.6876368895009937, + "semantic_similarity": 0.0, + "recency": 9.456188091937919e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "5940c7da-5a0a-42e1-a992-cae97ed6d87f", + "text": "Caroline took a picture of a rainbow sidewalk she discovered while walking in her neighborhood during Pride Month.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.2205043315887451, + "activation": 0.7350144386291504, + "semantic_similarity": 0.0, + "recency": 2.2325126167948021e-35, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"A rainbow sidewalk.\" matches the correct answer \"a rainbow sidewalk\"; differences are only capitalization and punctuation, so they are equivalent." + }, + { + "question": "What musical artists/bands has Melanie seen?", + "correct_answer": "Summer Sounds, Matt Patterson", + "predicted_answer": "Summer Sounds (seen on August 28, 2023).", + "reasoning": "Memory (2023-08-28) states Melanie attended a live concert featuring the band Summer Sounds. No other memories indicate she has seen Bach, Mozart, or Ed Sheeran\u2014only that she is a fan\u2014so the sole confirmed artist/band she has seen is Summer Sounds on August 28, 2023.", + "category": 1, + "retrieved_memories": [ + { + "id": "8f13c0e9-e3c3-4536-b3eb-19621bf9e0ef", + "text": "Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28 and enjoyed the performance.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2616578333950073, + "activation": 0.7216777801513672, + "semantic_similarity": 0.0, + "recency": 3.036084990264099e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "cbb2a822-d936-4019-889b-b23a61be0141", + "text": "Melanie is a fan of classical composers such as Bach and Mozart, as well as modern artist Ed Sheeran's song 'Perfect', as of 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.25223240786552736, + "activation": 0.6902596950531006, + "semantic_similarity": 0.0, + "recency": 3.036084989870527e-35, + "frequency": 1.3010299956639813 + }, + { + "id": "f3462c49-3c88-45fc-ad66-20adb8ee1630", + "text": "Melanie took a photograph at the 'Summer Sounds' concert and shared the picture with Caroline on 2023-08-28.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_15)", + "event_date": "2023-08-28T15:19:00+00:00", + "weight": 0.2000393867469203, + "activation": 0.6667979558230677, + "semantic_similarity": 0.0, + "recency": 3.0360849895542717e-35, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only lists Summer Sounds and does not include Matt Patterson, which is part of the correct answer. Therefore it is not equivalent." + }, + { + "question": "What is Melanie's hand-painted bowl a reminder of?", + "correct_answer": "art and self-expression", + "predicted_answer": "It isn\u2019t specified for Melanie. The \u201creminder\u201d detail applies to Caroline\u2019s hand\u2011painted bowl, which reminds her of art and self\u2011expression.", + "reasoning": "Reviewing the memories: (1) states a hand\u2011painted bowl reminds Caroline of art and self\u2011expression. (2) says Melanie made a black\u2011and\u2011white bowl and is proud of it but gives no \u201creminder\u201d detail. Therefore, there\u2019s no evidence that Melanie\u2019s bowl is a reminder of anything; the reminder pertains to Caroline\u2019s bowl.", + "category": 4, + "retrieved_memories": [ + { + "id": "9b90353f-992f-40f1-97fa-d97b0e59aea6", + "text": "Melanie shared a recent painting she created, featuring a landscape or still life.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_14)", + "event_date": "2023-08-25T13:33:00+00:00", + "weight": 0.3102864907932342, + "activation": 0.7332583069801331, + "semantic_similarity": 0.0, + "recency": 2.2326112852784406e-35, + "frequency": 1.6020599913279623 + }, + { + "id": "0bc780ca-890c-4696-90aa-7cc54ab6851c", + "text": "A friend made a hand\u2011painted bowl for Caroline on her 18th birthday ten years ago; the bowl\u2019s pattern and colors remind her of art and self\u2011expression.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2013-06-27T10:37:00+00:00", + "weight": 0.21858852880137972, + "activation": 0.7286284293379324, + "semantic_similarity": 0.0, + "recency": 1.5025289123126736e-196, + "frequency": 1.0 + }, + { + "id": "feece0af-de75-4444-88b3-5aa1de5d491a", + "text": "Melanie created a black-and-white designed bowl in her pottery class and expressed pride in the work.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_5)", + "event_date": "2023-07-03T13:36:00+00:00", + "weight": 0.2122629404067993, + "activation": 0.707543134689331, + "semantic_similarity": 0.0, + "recency": 1.114661085486187e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that Melanie's bowl is not specified and attributes the reminder to Caroline's bowl, whereas the correct answer is that Melanie's bowl reminds her of art and self-expression. Thus the content does not match." + }, + { + "question": "What was the poetry reading that Caroline attended about?", + "correct_answer": "It was a transgender poetry reading where transgender people shared their stories.", + "predicted_answer": "It was a transgender poetry reading where transgender individuals shared their stories through poetry.", + "reasoning": "Memory (2023-10-06) explicitly states the event was a transgender poetry reading in which transgender individuals shared their stories through poetry.", + "category": 4, + "retrieved_memories": [ + { + "id": "b0b95ad0-7e37-477c-917d-fe5575673ffe", + "text": "Caroline attended a transgender poetry reading on Friday, 2023-10-06, where transgender individuals shared their stories through poetry.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.24999967217445374, + "activation": 0.8333322405815125, + "semantic_similarity": 0.0, + "recency": 1.4701847800402675e-33, + "frequency": 1.0 + }, + { + "id": "0de546b0-aee2-4729-91af-bebdd5c284bf", + "text": "The experience of the poetry reading on 2023-10-06 inspired Caroline to create new artwork.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_17)", + "event_date": "2023-10-06T10:31:00+00:00", + "weight": 0.23895574808120726, + "activation": 0.7965191602706909, + "semantic_similarity": 0.0, + "recency": 1.4701847799858423e-33, + "frequency": 1.0 + }, + { + "id": "4d68a71f-d652-4a5f-aa94-23cc2506d115", + "text": "Caroline felt powerful while giving her talk.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-02T19:55:00+00:00", + "weight": 0.20781328631560322, + "activation": 0.6927109543853441, + "semantic_similarity": 0.0, + "recency": 5.15550624952125e-39, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states it was a transgender poetry reading where transgender individuals shared their stories, matching the correct answer's meaning; the added phrase 'through poetry' is consistent with the context." + }, + { + "question": "How did Melanie's children handle the accident?", + "correct_answer": "They were scared but resilient", + "predicted_answer": "They were worried and needed reassurance\u2014Melanie calmed them on October 14, 2023, explaining their brother would be okay.", + "reasoning": "Memory 1 states that after the accident on October 14, 2023, Melanie reassured her children and told them their brother would be okay. This implies the children were concerned and required reassurance.", + "category": 4, + "retrieved_memories": [ + { + "id": "8f932ed4-6bf9-4378-95a2-0a4f48ea573c", + "text": "Melanie has a husband and children who keep her motivated.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_3)", + "event_date": "2023-06-09T19:55:00+00:00", + "weight": 0.3399243728789726, + "activation": 0.7105322229227804, + "semantic_similarity": 0.0, + "recency": 1.038158646632473e-38, + "frequency": 1.8450980400142567 + }, + { + "id": "b920a360-8e38-4404-b922-6362cdfb860a", + "text": "After the accident on October 14, 2023, Melanie reassured her children and explained that their brother would be okay.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_18)", + "event_date": "2023-10-14T18:55:00+00:00", + "weight": 0.2909099836916734, + "activation": 0.7311393182790803, + "semantic_similarity": 0.0, + "recency": 3.388395414502571e-33, + "frequency": 1.4771212547196624 + }, + { + "id": "5bc37070-2e69-4edf-b94c-fb145430de8f", + "text": "Melanie's family helped her during a move, providing love and support.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-15T13:51:00+00:00", + "weight": 0.2549505701102074, + "activation": 0.6993202358687006, + "semantic_similarity": 0.0, + "recency": 3.7046387143538673e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes the children as worried and needing reassurance, and focuses on Melanie calming them, but it does not convey that they were resilient as the correct answer states. Therefore the content is not equivalent." + }, + { + "question": "What kind of painting did Caroline share with Melanie on October 13, 2023?", + "correct_answer": "An abstract painting with blue streaks on a wall.", + "predicted_answer": "There\u2019s no record of Caroline sharing any painting with Melanie on October 13, 2023.", + "reasoning": "The memories list Caroline sharing a painting for an upcoming art show on July 17, 2023, and a red-and-blue piece about her journey as a trans woman on September 13, 2023. No memory mentions an event on October 13, 2023.", + "category": 4, + "retrieved_memories": [ + { + "id": "7a1f971a-607f-4d84-841c-84317e09aafb", + "text": "Melanie shared a photo of the nature-inspired painting created on the weekend of 2023-07-08.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_8)", + "event_date": "2023-07-08T13:51:00+00:00", + "weight": 0.3082652231422017, + "activation": 0.788990116447508, + "semantic_similarity": 0.0, + "recency": 1.8397384003792162e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "13fa63ef-14d2-4b50-9059-fa2eecdea388", + "text": "Caroline shared her painting for the upcoming art show with Melanie on July 17 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-17T14:31:00+00:00", + "weight": 0.29904050118851944, + "activation": 0.8462866727964076, + "semantic_similarity": 0.0, + "recency": 4.537613285479674e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "23ce4b26-f567-475a-b19b-e5010f4473cf", + "text": "Caroline created a painting that represents her journey as a trans woman, using red and blue colors to symbolize and challenge the binary gender system, and shared the image with Melanie on 2023-09-13.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-09-13T00:09:00+00:00", + "weight": 0.2834892019007177, + "activation": 0.794449008503735, + "semantic_similarity": 0.0, + "recency": 1.411686057615674e-34, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no record of Caroline sharing any painting, which directly contradicts the correct answer that specifies an abstract painting with blue streaks on a wall. Therefore, they are not equivalent." + }, + { + "question": "What motivated Caroline to pursue counseling?", + "correct_answer": "her own journey and the support she received, and how counseling improved her life", + "predicted_answer": "Her motivation is to help others with similar issues\u2014especially trans people\u2014by supporting their mental health and self\u2011acceptance, driven by her passion for helping people and finding the work rewarding.", + "reasoning": "Memory 0 says she wants to help others with similar issues. Memory 1 specifies she aims to work with trans people to help them accept themselves and support their mental health. Memory 2 adds that she\u2019s passionate about helping people and finds the work rewarding.", + "category": 4, + "retrieved_memories": [ + { + "id": "825fd3ed-d6d6-458d-8991-4a56024d589b", + "text": "Caroline expressed interest in becoming a counselor or working in mental health to help others with similar issues.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_1)", + "event_date": "2023-05-08T13:56:00+00:00", + "weight": 0.3623536593341797, + "activation": 0.8583605289459229, + "semantic_similarity": 0.0, + "recency": 4.127490585830602e-40, + "frequency": 1.6989700043360187 + }, + { + "id": "4c51f84d-8230-4727-bb95-6098e517dfb3", + "text": "Caroline is researching a career in counseling and mental health, aiming to work with trans people to help them accept themselves and support their mental health.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_4)", + "event_date": "2023-06-27T10:37:00+00:00", + "weight": 0.35872518916463725, + "activation": 0.8066750053569692, + "semantic_similarity": 0.0, + "recency": 6.041667110014237e-38, + "frequency": 1.7781512503836434 + }, + { + "id": "5c4052a8-8c49-4e78-945f-edd9bb3728b6", + "text": "Caroline has been looking into counseling or mental health work more since their last chat, expressing passion for helping people and finding the work rewarding.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_6)", + "event_date": "2023-07-06T20:18:00+00:00", + "weight": 0.24484000339627288, + "activation": 0.8161333446542429, + "semantic_similarity": 0.0, + "recency": 1.5471926802002447e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes Caroline's motivation as wanting to help others, especially trans people, and her passion for the work, whereas the correct answer states her motivation stems from her own personal journey, the support she received, and how counseling improved her life. These are different reasons, so they are not equivalent." + }, + { + "question": "When is Melanie planning on going camping?", + "correct_answer": "June 2023", + "predicted_answer": "Summer 2023.", + "reasoning": "On June 25, 2023, the memory states Melanie and her family were planning to go camping during the summer. Converting the relative reference, that means summer 2023. Other memories describe trips that already happened, not the planning time.", + "category": 2, + "retrieved_memories": [ + { + "id": "46924e4d-3976-4b92-bcb9-ff9b0bfbc29c", + "text": "Melanie went camping with her children a few weeks before 2023-09-13, explored a forest and went hiking during the trip.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_16)", + "event_date": "2023-08-23T00:00:00+00:00", + "weight": 0.3517110761246714, + "activation": 0.783294628557083, + "semantic_similarity": 0.0, + "recency": 1.727505070387811e-35, + "frequency": 1.7781512503836434 + }, + { + "id": "e4e45c41-0436-46b4-a325-7e2f7b1de782", + "text": "Melanie went camping with her family on the weekend of July 1-2 2023.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_9)", + "event_date": "2023-07-01T00:00:00+00:00", + "weight": 0.3386470812310032, + "activation": 0.8277936084393629, + "semantic_similarity": 0.0, + "recency": 8.623003784352796e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "c9b8fc44-9425-46ae-a71c-e4cd74adde80", + "text": "On June 25, 2023, Melanie and her family are planning to go camping during the summer.", + "context": "Conversation session between Caroline and Melanie (conversation conv-26 session session_2)", + "event_date": "2023-06-25T13:14:00+00:00", + "weight": 0.29326827460289484, + "activation": 0.8270459175109922, + "semantic_similarity": 0.0, + "recency": 5.000672381330857e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'Summer 2023' is a broader time frame that includes June 2023 but does not explicitly state the specific month. The correct answer requires the precise month 'June 2023', so the predicted answer is not equivalent." } ] }, - "total_turns": -1 + "total_turns": 419 + }, + { + "sample_id": "conv-30", + "metrics": { + "accuracy": 35.80246913580247, + "correct": 29, + "total": 81, + "category_stats": { + "4": { + "correct": 20, + "total": 44 + }, + "2": { + "correct": 7, + "total": 26 + }, + "1": { + "correct": 2, + "total": 11 + } + }, + "detailed_results": [ + { + "question": "What is Jon working on opening?", + "correct_answer": "a dance studio", + "predicted_answer": "A dance studio.", + "reasoning": "Memory 1 explicitly states Jon is working on opening a dance studio.", + "category": 4, + "retrieved_memories": [ + { + "id": "5c72cfea-d0ac-4a18-a3a9-621f8c99f2a1", + "text": "Jon is currently working on his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.335534724909504, + "activation": 0.8174190873676989, + "semantic_similarity": 0.0, + "recency": 2.707804902938125e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.3218318970101183, + "activation": 0.7717429943697466, + "semantic_similarity": 0.0, + "recency": 2.7078049018600625e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.30933619003042245, + "activation": 0.7925600060749103, + "semantic_similarity": 0.0, + "recency": 3.365474162001102e-38, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'A dance studio.' matches the correct answer 'a dance studio'\u2014same content despite capitalization and punctuation." + }, + { + "question": "When Gina has lost her job at Door Dash?", + "correct_answer": "January, 2023", + "predicted_answer": "January 2023", + "reasoning": "Memory 0 explicitly states Gina lost her job at Door Dash sometime in January 2023. No other memory provides a more specific or contradictory date.", + "category": 2, + "retrieved_memories": [ + { + "id": "de434ea9-31f8-45a7-a9c4-aab3bc6a5fb2", + "text": "Gina lost her job at Door Dash sometime in January 2023.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.2668562849249675, + "activation": 0.8895209497498916, + "semantic_similarity": 0.0, + "recency": 8.492807428776655e-45, + "frequency": 1.0 + }, + { + "id": "8f57fd5b-7c23-4f44-b2b3-55683547d2e3", + "text": "Gina lost her job at DoorDash, which has made her financial situation tough.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_6)", + "event_date": "2023-03-16T14:35:00+00:00", + "weight": 0.25670086741447445, + "activation": 0.8556695580482483, + "semantic_similarity": 0.0, + "recency": 2.065317124550921e-42, + "frequency": 1.0 + }, + { + "id": "0ea3f738-ec80-4e1a-b667-2f362d3c3156", + "text": "Gina lost her job prior to starting her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_10)", + "event_date": "2023-04-25T11:24:00+00:00", + "weight": 0.2538753362819757, + "activation": 0.8462511209399192, + "semantic_similarity": 0.0, + "recency": 1.1127670052046193e-40, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'January 2023' conveys the same month and year as the correct answer 'January, 2023'; the difference is only punctuation, so they are equivalent." + }, + { + "question": "When did Gina launch an ad campaign for her store?", + "correct_answer": "29 January, 2023", + "predicted_answer": "Unknown\u2014the memories don\u2019t provide a date or time for when Gina launched the ad campaign.", + "reasoning": "Memory 0 states that Gina launched an ad campaign but includes no timestamp or date, and no other memories add timing details.", + "category": 2, + "retrieved_memories": [ + { + "id": "dad6ea5e-6fdc-49d2-9e17-91b9a7a6d611", + "text": "Gina launched an ad campaign for her clothing store to grow the business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.2583388489979905, + "activation": 0.8611294966599683, + "semantic_similarity": 0.0, + "recency": 2.0756467364359925e-44, + "frequency": 1.0 + }, + { + "id": "d3b1041f-2f0e-417d-9512-5425db26e620", + "text": "Gina plans to run additional advertisements to reach more people for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2368340703994704, + "activation": 0.789446901331568, + "semantic_similarity": 0.0, + "recency": 1.24350520867589e-41, + "frequency": 1.0 + }, + { + "id": "f3019991-3243-4b0b-bfc2-ece2afe3e56d", + "text": "Gina created new offers and promotions for her online store to attract new customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.23297006880880264, + "activation": 0.7765668960293421, + "semantic_similarity": 0.0, + "recency": 1.2435052086413605e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states the date is unknown, whereas the correct answer provides a specific date (29 January, 2023). Therefore they are not equivalent." + }, + { + "question": "When did Jon receive mentorship to promote his venture?", + "correct_answer": "15 June, 2023", + "predicted_answer": "Yesterday.", + "reasoning": "The only relevant memory states Jon \u201cgot mentored \u2026 yesterday,\u201d and no timestamp is provided to convert this into a specific date.", + "category": 2, + "retrieved_memories": [ + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.3154189335060181, + "activation": 0.7503664493560791, + "semantic_similarity": 0.0, + "recency": 3.3654503578412166e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "40cf8882-8f81-4e1b-9159-cfe37ecf7ae5", + "text": "Jon got mentored by an amazing business mentor yesterday, which was inspiring and increased his motivation to chase his dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-15T21:38:00+00:00", + "weight": 0.24363019466400146, + "activation": 0.8121006488800049, + "semantic_similarity": 0.0, + "recency": 1.9047022153931648e-38, + "frequency": 1.0 + }, + { + "id": "e7a87123-26a5-4f55-9cdc-fffe79460661", + "text": "Jon stated that mentorship can do wonders, providing guidance and support that helps dancers shine", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.22437445521354674, + "activation": 0.7479148507118225, + "semantic_similarity": 0.0, + "recency": 1.55198384453464e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'Yesterday' does not match the specific date '15 June, 2023'; they are not equivalent." + }, + { + "question": "What kind of flooring is Jon looking for in his dance studio?", + "correct_answer": "Marley flooring", + "predicted_answer": "Not specified. The provided memories contain no information about the flooring Jon is looking for.", + "reasoning": "I reviewed all listed memories and none mention flooring type or materials; there are no timestamps or details related to flooring to infer from.", + "category": 4, + "retrieved_memories": [ + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.321699917445284, + "activation": 0.8337724307911154, + "semantic_similarity": 0.0, + "recency": 2.646006742880471e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.29189763955656517, + "activation": 0.8224771340232266, + "semantic_similarity": 0.0, + "recency": 2.7078424315564376e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "b0c2fdd2-ae42-4156-9e09-b0e2fbb704ed", + "text": "Jon has been working on business plans for his future dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.2451560172345632, + "activation": 0.8171867241152108, + "semantic_similarity": 0.0, + "recency": 8.41332765469967e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the flooring is not specified, whereas the correct answer is 'Marley flooring'. They do not match." + }, + { + "question": "What did Gina say about creating an experience for her customers?", + "correct_answer": "making them want to come back", + "predicted_answer": "There\u2019s no information in the provided memories about Gina saying anything regarding creating an experience for her customers.", + "reasoning": "Reviewing all listed memories, none contain a statement from Gina about creating an experience. They only note she created offers/promotions, Jon asked her for marketing tips, and she built a website. No direct quote or detail addresses the question.", + "category": 4, + "retrieved_memories": [ + { + "id": "f3019991-3243-4b0b-bfc2-ece2afe3e56d", + "text": "Gina created new offers and promotions for her online store to attract new customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2765308928690222, + "activation": 0.77125464506475, + "semantic_similarity": 0.0, + "recency": 1.2434768223838781e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "97202b63-3d18-4b99-b55c-5195c5e900d0", + "text": "Jon asked Gina for tips for marketing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.2715387897811227, + "activation": 0.7546143014384185, + "semantic_similarity": 0.0, + "recency": 2.1050152940364281e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "5641ad52-83fc-4532-b31d-e162e6f593ae", + "text": "Gina built a new website for customers to place orders last week.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-14T17:44:00+00:00", + "weight": 0.22188818119623477, + "activation": 0.7396272706541159, + "semantic_similarity": 0.0, + "recency": 3.4058264918789988e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no information about Gina's comment, whereas the correct answer specifies that she said 'making them want to come back.' These statements are contradictory and not equivalent." + }, + { + "question": "What does Gina say about the dancers in the photo?", + "correct_answer": "They look graceful", + "predicted_answer": "It\u2019s not specified in the provided memories.", + "reasoning": "The memories only note that Gina shared a dance session photo, said the studio looks awesome, and uses dance for stress relief. None mention her comments about the dancers in the photo.", + "category": 4, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3534777351484006, + "activation": 0.828774114993326, + "semantic_similarity": 0.0, + "recency": 1.2434904747880404e-41, + "frequency": 1.6989700043360187 + }, + { + "id": "42676f4a-4584-4c49-86ca-7ad57a95f96d", + "text": "Gina says the dance studio looks awesome.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.2815853307305823, + "activation": 0.7881027712699503, + "semantic_similarity": 0.0, + "recency": 2.23872931604255e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "864841fc-d6a2-48b3-88e1-5e12ea3c8df7", + "text": "Gina uses dance as a form of stress relief.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.28007215999828095, + "activation": 0.7830588688289459, + "semantic_similarity": 0.0, + "recency": 1.2434904746843997e-41, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer that Gina says the dancers look graceful. Therefore they are not equivalent." + }, + { + "question": "What was Gina's favorite dancing memory?", + "correct_answer": "Winning first place at a regionals dance competition", + "predicted_answer": "Her favorite dancing memory is the dance session she shared a photo of\u2014her favorite dance session.", + "reasoning": "Memory 0 explicitly mentions she shared a picture of her favorite dance session, identifying that session as her favorite dancing memory.", + "category": 4, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2930916841677255, + "activation": 0.8264572827270945, + "semantic_similarity": 0.0, + "recency": 1.2435147176756936e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "6db8ad74-9c8d-4815-9d91-60976838fc41", + "text": "Gina remembers past dance classes and says she used to love spending time in the studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.24112030863761902, + "activation": 0.8037343621253967, + "semantic_similarity": 0.0, + "recency": 2.238772962011849e-41, + "frequency": 1.0 + }, + { + "id": "cae18aaf-8b2d-4505-9d85-929b0b7e5157", + "text": "Gina shared that she had a mentor when she was learning how to dance", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.23039682326335809, + "activation": 0.7679894108778603, + "semantic_similarity": 0.0, + "recency": 1.5520265690590864e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer describes a photo of a dance session as her favorite memory, which does not match the correct answer that states her favorite memory was winning first place at a regionals dance competition." + }, + { + "question": "What does Jon tell Gina he won't do?", + "correct_answer": "quit", + "predicted_answer": "He tells her he won\u2019t quit.", + "reasoning": "Memory 2 mentions encouragement to \u201cnot quit,\u201d implying Jon\u2019s response is that he won\u2019t quit.", + "category": 4, + "retrieved_memories": [ + { + "id": "c2f33aa5-2ff3-492e-ae7d-56e1f8e22686", + "text": "Gina encourages Jon to persist in his endeavors.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.27597931925116126, + "activation": 0.769416066338547, + "semantic_similarity": 0.0, + "recency": 4.244602400405369e-42, + "frequency": 1.3010299956639813 + }, + { + "id": "5ece9670-cf6d-4610-a66c-a2321b6e482e", + "text": "Gina asks Jon what show he has planned.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.2367445095472943, + "activation": 0.7891483651576477, + "semantic_similarity": 0.0, + "recency": 3.722367926633984e-44, + "frequency": 1.0 + }, + { + "id": "0ae18f03-e522-4500-85d8-f095f0216d9e", + "text": "Gina encouraged Jon to keep going for his dreams and not quit", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.23279049797115114, + "activation": 0.7759683265705039, + "semantic_similarity": 0.0, + "recency": 1.5519991771366056e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Jon tells Gina he won\u2019t quit, which matches the correct answer \"quit\"." + }, + { + "question": "When did Jon start to go to the gym?", + "correct_answer": "March, 2023", + "predicted_answer": "The provided memories don\u2019t specify a date or timestamp for when Jon started going to the gym, so it can\u2019t be determined from the given information.", + "reasoning": "Memory 1 states Jon started hitting the gym but includes no timestamp or date. Without a timestamp, we cannot convert it to a specific date.", + "category": 2, + "retrieved_memories": [ + { + "id": "e97c233f-088a-4952-bd2f-27ca84512296", + "text": "Jon is actively pursuing his passion for dance.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.2768616644740074, + "activation": 0.684311587553527, + "semantic_similarity": 0.0, + "recency": 2.6459524548974943e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "dc5b6f6c-55ae-4a30-8e54-23ad73d2d733", + "text": "Jon started hitting the gym to stay on track with his venture, aiming to balance his responsibilities.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_6)", + "event_date": "2023-03-09T14:35:00+00:00", + "weight": 0.2327496211081973, + "activation": 0.7758320703606577, + "semantic_similarity": 0.0, + "recency": 1.0256140091966342e-42, + "frequency": 1.0 + }, + { + "id": "698ce36a-0127-4dea-899d-833c644b9131", + "text": "Jon loved taking dance lessons with his friends when he was younger.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.2066317973544666, + "activation": 0.6887726578482221, + "semantic_similarity": 0.0, + "recency": 2.2387122628305303e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date cannot be determined, whereas the correct answer is a specific date (March, 2023). Therefore, they are not equivalent." + }, + { + "question": "What did Jon and Gina compare their entrepreneurial journeys to?", + "correct_answer": "dancing together and supporting each other", + "predicted_answer": "There\u2019s no information in the provided memories about any comparison they made, so it can\u2019t be determined.", + "reasoning": "I reviewed all listed memories (0\u20132). None mention a metaphor or analogy comparing their entrepreneurial journeys. No timestamps or additional details are provided to infer this, so there\u2019s insufficient evidence to answer.", + "category": 4, + "retrieved_memories": [ + { + "id": "f843d826-467d-4884-aae7-a2e52c545b7e", + "text": "Gina supports Jon's dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.3087076986505227, + "activation": 0.727995666504428, + "semantic_similarity": 0.0, + "recency": 4.244539149005382e-42, + "frequency": 1.6020599913279623 + }, + { + "id": "85cf8968-1dc5-4b33-8c3c-5a2e282aacfe", + "text": "Jon asked Gina if she had thought about being an entrepreneur.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.28417635145350206, + "activation": 0.7967395070130162, + "semantic_similarity": 0.0, + "recency": 2.1050109237880147e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "9842925f-3831-4782-abe9-1cdf5f21d2ff", + "text": "Jon congratulated Gina on taking the entrepreneurial leap.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.23410998772263839, + "activation": 0.780366625742128, + "semantic_similarity": 0.0, + "recency": 2.10501092350787e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that there is no information to determine the comparison, which contradicts the correct answer that specifies the comparison as 'dancing together and supporting each other'. Therefore, the predicted answer does not contain the correct content." + }, + { + "question": "What does Jon's dance make him?", + "correct_answer": "happy", + "predicted_answer": "It lets him be himself.", + "reasoning": "Memory 1 states that Jon believes dancing provides an escape that lets him be himself; therefore, his dance makes him be himself.", + "category": 4, + "retrieved_memories": [ + { + "id": "e97c233f-088a-4952-bd2f-27ca84512296", + "text": "Jon is actively pursuing his passion for dance.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.24967785773741394, + "activation": 0.8322595257913799, + "semantic_similarity": 0.0, + "recency": 2.646025465928104e-44, + "frequency": 1.0 + }, + { + "id": "a5f08903-855b-433c-bd3f-55ba37903fe8", + "text": "Jon believes dancing provides an escape that lets him be himself.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.24464115170485728, + "activation": 0.8154705056828576, + "semantic_similarity": 0.0, + "recency": 5.525908004669815e-44, + "frequency": 1.0 + }, + { + "id": "e98c185f-9630-4480-b3b6-3aee68621cc9", + "text": "Jon is turning his love of dance into a business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.23986041783454565, + "activation": 0.7995347261151522, + "semantic_similarity": 0.0, + "recency": 2.2387740361437354e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer is 'happy', indicating the emotional effect of the dance. The predicted answer 'It lets him be himself' describes a different effect (self-expression) and does not convey happiness, so they are not equivalent." + }, + { + "question": "What does Gina's tattoo symbolize?", + "correct_answer": "Freedom and expressing herself through dance", + "predicted_answer": "Freedom, carefree dancing without worrying about others\u2019 opinions, and a reminder to follow her passions.", + "reasoning": "Memory 1 states her tattoo symbolizes freedom, dancing without worrying about others, and serves as a reminder to follow her passions.", + "category": 4, + "retrieved_memories": [ + { + "id": "cbbcf4da-2fa0-4954-97e0-d9b19aef6cfe", + "text": "Gina says fashion fuels her creativity.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3054685153222437, + "activation": 0.7171983887434978, + "semantic_similarity": 0.0, + "recency": 1.243471315022843e-41, + "frequency": 1.6020599913279623 + }, + { + "id": "bffcb754-a44e-4b75-a546-d4faae271625", + "text": "Gina got a tattoo a few years ago that symbolizes freedom, dancing without worrying about others, and serves as a reminder to follow her passions.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2020-02-08T09:32:00+00:00", + "weight": 0.2993868376727377, + "activation": 0.8474411277438018, + "semantic_similarity": 0.0, + "recency": 1.3922366655518767e-91, + "frequency": 1.3010299956639813 + }, + { + "id": "7c2f9bea-2e16-470e-bc9b-dab653bccd90", + "text": "Gina collaborated with the local artist to produce the new designs.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.28915154544771127, + "activation": 0.725277857465873, + "semantic_similarity": 0.0, + "recency": 5.525712481747345e-44, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer includes freedom and references dancing as a carefree expression and following passions, which matches the core idea of 'Freedom and expressing herself through dance' in the correct answer." + }, + { + "question": "When did Jon start expanding his studio's social media presence?", + "correct_answer": "April, 2023", + "predicted_answer": "The provided memories don\u2019t include a timestamp or date for when Jon began expanding his studio\u2019s social media presence, so the start date can\u2019t be determined from the given information.", + "reasoning": "Memory 1 states that Jon is expanding his dance studio\u2019s social media presence but provides no timestamp or date. There are no other memories with timing details to infer a start date.", + "category": 2, + "retrieved_memories": [ + { + "id": "b980d189-4b8f-4583-9394-6d930fa0fbf7", + "text": "Jon expressed excitement about his upcoming dance studio and upcoming projects.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.259764169553234, + "activation": 0.7153655673454561, + "semantic_similarity": 0.0, + "recency": 8.492906077888465e-45, + "frequency": 1.3010299956639813 + }, + { + "id": "007b4634-4763-4706-bbaf-2934d53df94e", + "text": "Jon is expanding his dance studio's social media presence.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2502667918880819, + "activation": 0.8342226396269397, + "semantic_similarity": 0.0, + "recency": 1.2434858957492916e-41, + "frequency": 1.0 + }, + { + "id": "2ed0bbc7-6908-424b-807a-ff3178e17e88", + "text": "Jon is developing an online platform to showcase the dance studio's offerings.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.21341645241526844, + "activation": 0.7113881747175614, + "semantic_similarity": 0.0, + "recency": 6.858542367726092e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date cannot be determined, whereas the correct answer is a specific date (April, 2023). Therefore, the predicted answer does not contain the correct information." + }, + { + "question": "How is Gina's store doing?", + "correct_answer": "The store is doing great.", + "predicted_answer": "Gina\u2019s online clothing store is doing well.", + "reasoning": "Memories state the store is \u201cdoing great\u201d and \u201ccurrently doing well,\u201d with no conflicting information, indicating positive performance.", + "category": 4, + "retrieved_memories": [ + { + "id": "c81f0c69-bcfd-409e-a23e-30bfb44bb7e4", + "text": "Gina reports that her store is doing great.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.25096062573673483, + "activation": 0.8365354191224494, + "semantic_similarity": 0.0, + "recency": 3.722361252416941e-44, + "frequency": 1.0 + }, + { + "id": "d743ed59-4a30-43f4-a320-7d9afe1d851d", + "text": "Gina states that her online clothing store is currently doing well.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.24130736958748522, + "activation": 0.8043578986249508, + "semantic_similarity": 0.0, + "recency": 4.244594790419654e-42, + "frequency": 1.0 + }, + { + "id": "5625be8b-d95c-478a-8369-ec619cd525b7", + "text": "Gina operates an online clothing store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.23229161001121093, + "activation": 0.7743053667040365, + "semantic_similarity": 0.0, + "recency": 4.2445947903067365e-42, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Gina's online clothing store is doing well, which conveys the same positive assessment as the correct answer 'The store is doing great.' The meaning is equivalent despite slight wording differences." + }, + { + "question": "When did Jon start reading \"The Lean Startup\"?", + "correct_answer": "May, 2023", + "predicted_answer": "The start date is not specified in the provided memories.", + "reasoning": "The memories state that Jon is currently reading \u201cThe Lean Startup\u201d but include no timestamp or explicit date indicating when he began.", + "category": 2, + "retrieved_memories": [ + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.3091809040927856, + "activation": 0.6811180114746094, + "semantic_similarity": 0.0, + "recency": 3.3654494731913566e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "32c2c766-289c-4023-bbdd-7f5714ef8406", + "text": "Jon is currently reading the book \"The Lean Startup\" to get tips for his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.29974847640789043, + "activation": 0.8486465901943109, + "semantic_similarity": 0.0, + "recency": 2.8212732428009134e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "5c6f44f6-1e43-4525-aa92-132056896bff", + "text": "Jon believes that reading \"The Lean Startup\" has made him think about building a focused and efficient business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.23851666680077754, + "activation": 0.7950555560025918, + "semantic_similarity": 0.0, + "recency": 2.821273242193549e-39, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the start date is not specified, which contradicts the correct answer of May 2023. Therefore, the answers are not equivalent." + }, + { + "question": "How does Gina stay confident in her business?", + "correct_answer": "By reminding herself of her successes and progress, having a support system, and focusing on why she started", + "predicted_answer": "By staying positive, relying on her courage, and actively building relationships and a strong brand image for her online clothing store.", + "reasoning": "Memories indicate Gina sees positivity as key to success, believes courage is required to start a business, and is actively strengthening confidence through relationship-building and brand development for her store.", + "category": 4, + "retrieved_memories": [ + { + "id": "4e1e7de7-e3b6-4d37-b485-ebee0fa66dd5", + "text": "Gina acknowledges that staying positive is key to success.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.24423810507286264, + "activation": 0.8141270169095421, + "semantic_similarity": 0.0, + "recency": 4.244677259413734e-42, + "frequency": 1.0 + }, + { + "id": "90914230-4c87-4bb0-b252-317acc360d78", + "text": "Gina believes that starting a business requires courage.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.2334203084361741, + "activation": 0.778067694787247, + "semantic_similarity": 0.0, + "recency": 4.244677259320418e-42, + "frequency": 1.0 + }, + { + "id": "10c45e8d-9a8c-4aa9-91ca-a5af33294b5e", + "text": "Gina is actively working on building relationships and creating a strong brand image for her online clothing store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.23211008788795598, + "activation": 0.7737002929598533, + "semantic_similarity": 0.0, + "recency": 4.2446772592565994e-42, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions staying positive, relying on courage, and building relationships/brand image, which differ from the correct answer's focus on reminding herself of successes and progress, having a support system, and focusing on why she started. Therefore, they are not equivalent." + }, + { + "question": "What book is Jon currently reading?", + "correct_answer": "The Lean Startup", + "predicted_answer": "The Lean Startup", + "reasoning": "Memory 0 explicitly states Jon is currently reading \u201cThe Lean Startup\u201d to get tips for his business.", + "category": 4, + "retrieved_memories": [ + { + "id": "32c2c766-289c-4023-bbdd-7f5714ef8406", + "text": "Jon is currently reading the book \"The Lean Startup\" to get tips for his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.21114925675694643, + "activation": 0.7038308558564881, + "semantic_similarity": 0.0, + "recency": 2.821324461630054e-39, + "frequency": 1.0 + }, + { + "id": "dd4a1ce9-35fb-4cbe-9002-f5686a844207", + "text": "Jon says he is going for his dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.19126943349838257, + "activation": 0.6375647783279419, + "semantic_similarity": 0.0, + "recency": 3.7223977527218935e-44, + "frequency": 1.0 + }, + { + "id": "6dddd623-67f7-4aa0-98ea-9f6a4baa5ff9", + "text": "Jon is writing down all his plans.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.19012700260442542, + "activation": 0.6337566753480848, + "semantic_similarity": 0.0, + "recency": 3.3655105726826843e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer exactly matches the correct answer \"The Lean Startup\", so they are equivalent." + }, + { + "question": "What did Gina make a limited edition line of?", + "correct_answer": "Hoodies", + "predicted_answer": "A limited edition hoodie line.", + "reasoning": "Memory 2 explicitly states Gina made a limited edition hoodie line.", + "category": 4, + "retrieved_memories": [ + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.32993582849855974, + "activation": 0.7503010928271898, + "semantic_similarity": 0.0, + "recency": 5.525705696151051e-44, + "frequency": 1.6989700043360187 + }, + { + "id": "9af0aa0a-83cb-442d-bc03-41e5cd310043", + "text": "Gina acquired new unique pieces for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.32019393134326796, + "activation": 0.7662831088135788, + "semantic_similarity": 0.0, + "recency": 3.3654214045132993e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "6f3130e3-adb4-4166-96be-3857d48fc974", + "text": "Gina made a limited edition hoodie line last week to showcase her style and creativity; the hoodie is not for sale and is from her own collection.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-14T14:15:00+00:00", + "weight": 0.23829211960481925, + "activation": 0.7943070653493975, + "semantic_similarity": 0.0, + "recency": 1.6712188106817633e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states \"A limited edition hoodie line,\" which conveys that Gina made a limited edition line of hoodies, matching the correct answer \"Hoodies.\"" + }, + { + "question": "When did Gina go to a dance class with a group of friends?", + "correct_answer": "21 July 2023", + "predicted_answer": "Friday, July 21, 2023", + "reasoning": "Memory 2 explicitly states she attended a dance class with a group of friends on Friday, July 21, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3629323948287382, + "activation": 0.7872256294219991, + "semantic_similarity": 0.0, + "recency": 1.2434680165842838e-41, + "frequency": 1.8450980400142567 + }, + { + "id": "cae18aaf-8b2d-4505-9d85-929b0b7e5157", + "text": "Gina shared that she had a mentor when she was learning how to dance", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.315793067697796, + "activation": 0.8140829316328223, + "semantic_similarity": 0.0, + "recency": 1.5519682816977062e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "bf4e9788-4f78-40e0-92c3-dab3e17e8f1f", + "text": "Gina attended a dance class on Friday, July 21, 2023, with a group of friends and felt that having a creative space for dancers is important.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-21T18:46:00+00:00", + "weight": 0.2905865987773036, + "activation": 0.8181069980923547, + "semantic_similarity": 0.0, + "recency": 6.888036827717376e-37, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'Friday, July 21, 2023' corresponds to the same date as the correct answer '21 July 2023', just with a different format and inclusion of the weekday, so they are equivalent." + }, + { + "question": "What Jon thinks the ideal dance studio should look like?", + "correct_answer": "By the water, with natural light and Marley flooring", + "predicted_answer": "A studio space with great natural light.", + "reasoning": "Memory 1 explicitly notes Jon favors a potential location because it has great natural light. With no other attributes specified, the only clear feature of his ideal studio is abundant natural light.", + "category": 1, + "retrieved_memories": [ + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.237758449449632, + "activation": 0.7925281648321068, + "semantic_similarity": 0.0, + "recency": 2.646025774383038e-44, + "frequency": 1.0 + }, + { + "id": "5a64fc2a-0d3f-4fb8-8eeb-3e16aa261241", + "text": "Jon found a potential location for his dance studio that has great natural light.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.23748380914427028, + "activation": 0.7916126971475677, + "semantic_similarity": 0.0, + "recency": 2.075663846840946e-44, + "frequency": 1.0 + }, + { + "id": "550aaae4-7eca-4064-8a70-f4ca25f3e0f9", + "text": "Jon is actively searching for the ideal location for his dance studio, looking at different places and visualizing how the space would look.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.23701923644313377, + "activation": 0.7900641214771126, + "semantic_similarity": 0.0, + "recency": 2.075663846742426e-44, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions natural light, whereas the correct answer includes additional essential details: the studio should be by the water and have Marley flooring. Therefore the predicted answer is incomplete and not equivalent." + }, + { + "question": "When was Jon in Paris?", + "correct_answer": "28 January 2023", + "predicted_answer": "The exact date can\u2019t be determined from the provided memories.", + "reasoning": "Memory 0 says Jon traveled to Paris \u201cyesterday,\u201d but no timestamp is provided. Without the timestamp, we cannot convert the relative reference into a specific date.", + "category": 2, + "retrieved_memories": [ + { + "id": "d7a2e482-3538-4096-b338-0073ce586ca9", + "text": "Jon traveled to Paris yesterday and described the city as very cool.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-28T14:32:00+00:00", + "weight": 0.2133494226171363, + "activation": 0.711164742057121, + "semantic_similarity": 0.0, + "recency": 1.8781200776800278e-44, + "frequency": 1.0 + }, + { + "id": "ff25d3b5-eb2f-42a7-8ede-c562aa8e11eb", + "text": "Jon shared a picture he obtained from the last networking event.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.1901081019704433, + "activation": 0.6336936732348111, + "semantic_similarity": 0.0, + "recency": 6.858638826118694e-37, + "frequency": 1.0 + }, + { + "id": "b980d189-4b8f-4583-9394-6d930fa0fbf7", + "text": "Jon expressed excitement about his upcoming dance studio and upcoming projects.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.18814642358699285, + "activation": 0.6271547452899762, + "semantic_similarity": 0.0, + "recency": 8.493025520531483e-45, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the exact date cannot be determined, which does not match the specific date provided in the correct answer (28 January 2023). Therefore, they are not equivalent." + }, + { + "question": "Why did Gina combine her clothing business with dance?", + "correct_answer": "she is passionate about dance and fashion", + "predicted_answer": "Because fashion fuels her creativity and dance is her stress relief, so combining them let her build a business around both passions.", + "reasoning": "Memories state that fashion fuels Gina\u2019s creativity (1) and she uses dance as stress relief (2). Integrating dance into her clothing business aligns with these motivations.", + "category": 4, + "retrieved_memories": [ + { + "id": "d09121bd-7f5f-40ab-a226-7ae22466650b", + "text": "Gina started her online clothing and dance\u2011focused business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2610373805098454, + "activation": 0.8701246016994847, + "semantic_similarity": 0.0, + "recency": 1.2435154265080507e-41, + "frequency": 1.0 + }, + { + "id": "cbbcf4da-2fa0-4954-97e0-d9b19aef6cfe", + "text": "Gina says fashion fuels her creativity.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2380669786850256, + "activation": 0.7935565956167521, + "semantic_similarity": 0.0, + "recency": 1.2435154264475966e-41, + "frequency": 1.0 + }, + { + "id": "864841fc-d6a2-48b3-88e1-5e12ea3c8df7", + "text": "Gina uses dance as a form of stress relief.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2377068795140495, + "activation": 0.7923562650468318, + "semantic_similarity": 0.0, + "recency": 1.24351542642602e-41, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that fashion fuels her creativity and dance provides stress relief, indicating she is passionate about both fashion and dance and wants to build a business around those passions, which matches the correct answer that she is passionate about dance and fashion." + }, + { + "question": "How long did it take for Jon to open his studio?", + "correct_answer": "six months", + "predicted_answer": "It can\u2019t be determined from the provided memories.", + "reasoning": "The memories list stages (searching, working, then opening) but include no timestamps or dates, so there\u2019s no way to calculate the duration between start and opening.", + "category": 1, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.22887037820396916, + "activation": 0.7629012606798973, + "semantic_similarity": 0.0, + "recency": 2.7078615609511655e-38, + "frequency": 1.0 + }, + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.2234561874542352, + "activation": 0.744853958180784, + "semantic_similarity": 0.0, + "recency": 2.6460254351313455e-44, + "frequency": 1.0 + }, + { + "id": "4be0e912-ca7e-43bb-883f-dc1eb8700add", + "text": "Jon started his dream business by opening his own dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-11T15:14:00+00:00", + "weight": 0.217418880827923, + "activation": 0.7247296027597433, + "semantic_similarity": 0.0, + "recency": 5.600507368839571e-40, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the duration cannot be determined, which does not match the correct answer of 'six months'. Therefore, they are not equivalent." + }, + { + "question": "What did Gina design for her store?", + "correct_answer": "the space, furniture, and decor", + "predicted_answer": "The interior of her clothing store.", + "reasoning": "Memory 2 explicitly states that Gina designed the interior of her clothing store, creating a cozy and inviting space.", + "category": 4, + "retrieved_memories": [ + { + "id": "9af0aa0a-83cb-442d-bc03-41e5cd310043", + "text": "Gina acquired new unique pieces for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.30536676938368856, + "activation": 0.8673742334469712, + "semantic_similarity": 0.0, + "recency": 3.3654986474105206e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "fe3720d1-afa2-4ad2-a3fb-2de4721dc832", + "text": "Gina shared a photo showing a peek of the store space she designed.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.2577778050634629, + "activation": 0.8592593502115429, + "semantic_similarity": 0.0, + "recency": 2.6459893211057713e-44, + "frequency": 1.0 + }, + { + "id": "e82bcfe7-c1c2-418b-b31e-c8d51a21836f", + "text": "Gina designed the interior of her clothing store, creating a cozy and inviting space for customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.25133642860272143, + "activation": 0.8377880953424048, + "semantic_similarity": 0.0, + "recency": 2.645989321041435e-44, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"The interior of her clothing store\" encompasses the space, furniture, and decor, which matches the correct answer." + }, + { + "question": "Why did Gina decide to start her own clothing store?", + "correct_answer": "She always loved fashion trends and finding unique pieces and she lost her job so decided it was time to start her own business.", + "predicted_answer": "Because she lost her job and wanted to take control of her own destiny by starting an online clothing store.", + "reasoning": "Memory 2 states she launched the store after losing her job to take control of her destiny.", + "category": 1, + "retrieved_memories": [ + { + "id": "4adeb906-5714-4fe6-a38a-8d7f9b07d13c", + "text": "Gina started her own online clothing store recently.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_10)", + "event_date": "2023-04-25T11:24:00+00:00", + "weight": 0.335549932021599, + "activation": 0.8799391460454988, + "semantic_similarity": 0.0, + "recency": 1.1127608200519649e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "dad6ea5e-6fdc-49d2-9e17-91b9a7a6d611", + "text": "Gina launched an ad campaign for her clothing store to grow the business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.31940277271209194, + "activation": 0.8261152816804754, + "semantic_similarity": 0.0, + "recency": 2.0755788529670343e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "3b2bfd45-54c6-4c51-bdc5-74aac240b03e", + "text": "Gina decided to take control of her own destiny by launching an online clothing store after losing her job.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_10)", + "event_date": "2023-04-25T11:24:00+00:00", + "weight": 0.2493274569511431, + "activation": 0.8310915231704771, + "semantic_similarity": 0.0, + "recency": 1.1127608200223308e-40, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions losing her job, which matches part of the correct answer, but it omits the key reason that she always loved fashion trends and finding unique pieces. It adds a different motivation (desire to control her destiny) not present in the correct answer, so the content is not equivalent." + }, + { + "question": "When did Jon go to a fair to get more exposure for his dance studio?", + "correct_answer": "24 April, 2023", + "predicted_answer": "Unknown \u2014 the provided memories do not mention Jon going to a fair.", + "reasoning": "I reviewed memories 0\u20132; none reference a fair. The only dated event is a dance competition on 2023-05-03, which is unrelated to a fair, so the date cannot be determined from the given information.", + "category": 2, + "retrieved_memories": [ + { + "id": "97736f63-cd9b-4f9b-9cd7-0c924d1709fb", + "text": "Jon said he is preparing for his dance studio more than ever", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2824813273519462, + "activation": 0.7910894266744967, + "semantic_similarity": 0.0, + "recency": 1.5519621154525684e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "82bd3f3f-a73f-4d9c-bd1a-9579d75b952a", + "text": "Jon will host a dance competition on 2023-05-03 to showcase local talent and promote his studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-05-03T13:26:00+00:00", + "weight": 0.27888146278563214, + "activation": 0.7790898781201165, + "semantic_similarity": 0.0, + "recency": 2.4975623519184694e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "9d753b1b-8677-410a-8ab2-c2fa4190bb18", + "text": "Jon has been spending a lot of time in the dance studio lately.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.2309957192831814, + "activation": 0.7699857309439381, + "semantic_similarity": 0.0, + "recency": 2.2386799876002805e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states 'Unknown' and claims no mention of Jon going to a fair, whereas the correct answer provides a specific date (24 April, 2023). Therefore, the predicted answer does not match the correct answer." + }, + { + "question": "When did Gina get accepted for the design internship?", + "correct_answer": "27 May, 2023", + "predicted_answer": "It isn\u2019t specified\u2014there\u2019s no record of Gina being accepted for a design internship. She interviewed for it on May 10, 2023, but the only acceptance noted is for a fashion internship.", + "reasoning": "The memories state an interview for a design internship on 2023-05-10 and a separate acceptance for a fashion internship (no date given). There is no memory indicating acceptance for a design internship, so the date is not available.", + "category": 2, + "retrieved_memories": [ + { + "id": "7a31abf1-d43e-4f66-8486-9e626286252d", + "text": "Gina had an interview for a design internship on 2023-05-10, which she described as cool and great.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-10T15:14:00+00:00", + "weight": 0.25210623119995224, + "activation": 0.8403541039998408, + "semantic_similarity": 0.0, + "recency": 5.067548883329008e-40, + "frequency": 1.0 + }, + { + "id": "ce4c2e62-062c-4674-8af3-181da46821b6", + "text": "Gina got accepted for a fashion internship, which is a part-time position in the fashion department of an international company.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.2385750389948468, + "activation": 0.7952501299828227, + "semantic_similarity": 0.0, + "recency": 2.8213531129360998e-39, + "frequency": 1.0 + }, + { + "id": "69fe8b06-c2f4-45cb-8319-0e98f9c5fc61", + "text": "Gina feels excited and nervous about the upcoming fashion internship.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.22152252068981443, + "activation": 0.7384084022993814, + "semantic_similarity": 0.0, + "recency": 2.8213531129035036e-39, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the acceptance date is not specified, whereas the correct answer provides a specific date (27 May, 2023). Therefore, the predicted answer does not contain the correct information." + }, + { + "question": "When did Gina team up with a local artist for some cool designs?", + "correct_answer": "February, 2023", + "predicted_answer": "The date is not specified in the provided memories.", + "reasoning": "None of the memories include timestamps or dates. They state that Gina teamed up with a local artist, but do not indicate when this occurred.", + "category": 2, + "retrieved_memories": [ + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.3112364597693178, + "activation": 0.7988942385378948, + "semantic_similarity": 0.0, + "recency": 5.525769138357448e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "7c2f9bea-2e16-470e-bc9b-dab653bccd90", + "text": "Gina collaborated with the local artist to produce the new designs.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.2667475640773773, + "activation": 0.8891585469245911, + "semantic_similarity": 0.0, + "recency": 5.525769138721965e-44, + "frequency": 1.0 + }, + { + "id": "ce08f4f1-ab48-4f27-b138-3d264afafce4", + "text": "Gina teamed up with a local artist to create cool designs for her online store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.26291075569923233, + "activation": 0.8763691856641078, + "semantic_similarity": 0.0, + "recency": 5.525769138472568e-44, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer says the date is not specified, which does not match the correct answer of February 2023." + }, + { + "question": "When did Gina interview for a design internship?", + "correct_answer": "10 May, 2023", + "predicted_answer": "May 10, 2023", + "reasoning": "The memory explicitly states Gina had an interview for a design internship on 2023-05-10; converting to a readable date gives May 10, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "7a31abf1-d43e-4f66-8486-9e626286252d", + "text": "Gina had an interview for a design internship on 2023-05-10, which she described as cool and great.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-10T15:14:00+00:00", + "weight": 0.35342090218116085, + "activation": 0.8770396782732217, + "semantic_similarity": 0.0, + "recency": 5.067332646611081e-40, + "frequency": 1.6020599913279623 + }, + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.3452450044590926, + "activation": 0.7617410563384871, + "semantic_similarity": 0.0, + "recency": 5.525672425113813e-44, + "frequency": 1.7781512503836434 + }, + { + "id": "ce4c2e62-062c-4674-8af3-181da46821b6", + "text": "Gina got accepted for a fashion internship, which is a part-time position in the fashion department of an international company.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.3180632339668335, + "activation": 0.7591807842254639, + "semantic_similarity": 0.0, + "recency": 2.8212327233157488e-39, + "frequency": 1.6020599913279623 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'May 10, 2023' represents the same date as the correct answer '10 May, 2023', just in a different format, so they are equivalent." + }, + { + "question": "When did Gina open her online clothing store?", + "correct_answer": "16 March, 2023", + "predicted_answer": "Not specified in the memories.", + "reasoning": "No timestamps or explicit date are provided. The only time-related detail is \u201crecently,\u201d which cannot be converted to a specific date without a timestamp.", + "category": 2, + "retrieved_memories": [ + { + "id": "5625be8b-d95c-478a-8369-ec619cd525b7", + "text": "Gina operates an online clothing store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.3128790848827412, + "activation": 0.89241528511048, + "semantic_similarity": 0.0, + "recency": 4.244593363907005e-42, + "frequency": 1.3010299956639813 + }, + { + "id": "4adeb906-5714-4fe6-a38a-8d7f9b07d13c", + "text": "Gina started her own online clothing store recently.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_10)", + "event_date": "2023-04-25T11:24:00+00:00", + "weight": 0.2680418174291745, + "activation": 0.893472724763915, + "semantic_similarity": 0.0, + "recency": 1.1127837139825647e-40, + "frequency": 1.0 + }, + { + "id": "ada9353b-7d9f-4acf-8f41-f5cb5d7cdef3", + "text": "Gina launched her online clothing store, making it publicly open for customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_6)", + "event_date": "2023-03-16T14:35:00+00:00", + "weight": 0.2578283404009549, + "activation": 0.8594278013365165, + "semantic_similarity": 0.0, + "recency": 2.0653481361753484e-42, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date is not specified, which does not match the correct answer of 16 March, 2023." + }, + { + "question": "Which events has Jon participated in to promote his business venture?", + "correct_answer": "fair, networking events, dance competition", + "predicted_answer": "Jon attended a recent networking event where he met several investors and received motivating advice.", + "reasoning": "The only documented event in the provided memories is his attendance at a networking event; no other events are mentioned or timestamped.", + "category": 1, + "retrieved_memories": [ + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.27920636468887633, + "activation": 0.7801728844642639, + "semantic_similarity": 0.0, + "recency": 3.3655165247803947e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "5c72cfea-d0ac-4a18-a3a9-621f8c99f2a1", + "text": "Jon is currently working on his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.2728593486855829, + "activation": 0.7590161644532858, + "semantic_similarity": 0.0, + "recency": 2.707838986731738e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "a2ba3455-8015-4961-92d4-1072e3356366", + "text": "Jon attended a recent networking event where he met several investors and received motivating advice.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.22532980442047118, + "activation": 0.7510993480682373, + "semantic_similarity": 0.0, + "recency": 6.858647372019648e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions a networking event, whereas the correct answer includes fair, networking events, and a dance competition. It does not cover all listed events, so it is not equivalent." + }, + { + "question": "How did Gina promote her clothes store?", + "correct_answer": "worked with an artist to make unique fashion pieces, made limited-edition sweatshirts, got some new offers and promotions for online store, developed a video presentation showing how to style her pieces", + "predicted_answer": "She promoted it by launching an ad campaign.", + "reasoning": "The memory states that Gina launched an ad campaign for her clothing store to grow the business, which directly answers how she promoted it.", + "category": 1, + "retrieved_memories": [ + { + "id": "5625be8b-d95c-478a-8369-ec619cd525b7", + "text": "Gina operates an online clothing store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.3274771833703177, + "activation": 0.8530299838745613, + "semantic_similarity": 0.0, + "recency": 4.244575102290755e-42, + "frequency": 1.4771212547196624 + }, + { + "id": "dad6ea5e-6fdc-49d2-9e17-91b9a7a6d611", + "text": "Gina launched an ad campaign for her clothing store to grow the business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.3059883002316151, + "activation": 0.8694460029400597, + "semantic_similarity": 0.0, + "recency": 2.0756126261191813e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "4adeb906-5714-4fe6-a38a-8d7f9b07d13c", + "text": "Gina started her own online clothing store recently.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_10)", + "event_date": "2023-04-25T11:24:00+00:00", + "weight": 0.3002489408174525, + "activation": 0.8503148048928512, + "semantic_similarity": 0.0, + "recency": 1.112778926302779e-40, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer only mentions launching an ad campaign, which does not cover the detailed actions listed in the correct answer (collaborating with an artist, creating limited-edition sweatshirts, offering online promotions, and producing a styling video). Therefore, it is not equivalent." + }, + { + "question": "Why did Jon shut down his bank account?", + "correct_answer": "for his business", + "predicted_answer": "Because he needed to do it for his business.", + "reasoning": "Memory 0 explicitly states he shut down his bank account because he needed to do it for his business.", + "category": 4, + "retrieved_memories": [ + { + "id": "0ed569ef-186e-47b1-be79-3fad82e98c40", + "text": "Jon shut down his bank account because he needed to do it for his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.27603587651039346, + "activation": 0.9201195883679782, + "semantic_similarity": 0.0, + "recency": 1.2435156603810956e-41, + "frequency": 1.0 + }, + { + "id": "fdbe3a8d-b37f-4cd7-b8ed-a30a4347add7", + "text": "Jon lost his job as a banker on 2023-01-19.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-19T16:04:00+00:00", + "weight": 0.23424089738835294, + "activation": 0.7808029912945098, + "semantic_similarity": 0.0, + "recency": 7.68488315075367e-45, + "frequency": 1.0 + }, + { + "id": "e9fbdb90-6a52-4d41-9cfa-70c0fdcf2cbe", + "text": "Jon left his secure 9-5 job as a banker.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.22885075291679788, + "activation": 0.762835843055993, + "semantic_similarity": 0.0, + "recency": 5.525909540872385e-44, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer restates the correct answer, indicating the shutdown was done for his business, which matches the required answer." + }, + { + "question": "When Jon is planning to open his dance studio?", + "correct_answer": "20 June, 2023", + "predicted_answer": "It isn\u2019t specified in the provided memories.", + "reasoning": "The memories (0\u20132) only state that Jon is preparing\u2014working on business plans and searching for a location\u2014and include no timestamp or date for the planned opening.", + "category": 2, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.38740132029161334, + "activation": 0.9022621091135561, + "semantic_similarity": 0.0, + "recency": 2.7077793909698723e-38, + "frequency": 1.7781512503836434 + }, + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.37437437424129744, + "activation": 0.8984295786363153, + "semantic_similarity": 0.0, + "recency": 2.645945141525657e-44, + "frequency": 1.6989700043360187 + }, + { + "id": "b0c2fdd2-ae42-4156-9e09-b0e2fbb704ed", + "text": "Jon has been working on business plans for his future dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.3380727103822771, + "activation": 0.8883484072477591, + "semantic_similarity": 0.0, + "recency": 8.413131785918744e-37, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date is not specified, which contradicts the correct answer that provides a specific date (20 June, 2023). Therefore, they are not equivalent." + }, + { + "question": "How does Gina describe the feeling that dance brings?", + "correct_answer": "magical", + "predicted_answer": "She says dance helps you find happiness.", + "reasoning": "From memory 1: \u201cGina says dance is awesome for expressing yourself and finding happiness.\u201d The feeling she highlights is happiness.", + "category": 4, + "retrieved_memories": [ + { + "id": "864841fc-d6a2-48b3-88e1-5e12ea3c8df7", + "text": "Gina uses dance as a form of stress relief.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.32501950575670296, + "activation": 0.8448377251625121, + "semantic_similarity": 0.0, + "recency": 1.2434799206513055e-41, + "frequency": 1.4771212547196624 + }, + { + "id": "f4228dbf-968a-4a33-b18f-c820f5eb307c", + "text": "Gina says dance is awesome for expressing yourself and finding happiness.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.2915579729652453, + "activation": 0.8213449120521604, + "semantic_similarity": 0.0, + "recency": 2.2387103148252157e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "cae18aaf-8b2d-4505-9d85-929b0b7e5157", + "text": "Gina shared that she had a mentor when she was learning how to dance", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2828874357637273, + "activation": 0.7924431213804338, + "semantic_similarity": 0.0, + "recency": 1.5519831389623656e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that dance helps you find happiness, which does not match the correct answer 'magical'. They are not equivalent." + }, + { + "question": "How do Jon and Gina both like to destress?", + "correct_answer": "by dancing", + "predicted_answer": "By dancing\u2014taking dance breaks.", + "reasoning": "Memory 0 states Gina advised Jon to take breaks and dance to destress while he worked on his studio. This identifies dancing (taking dance breaks) as the destressing method associated with them.", + "category": 4, + "retrieved_memories": [ + { + "id": "af41576b-1fa7-476a-95a3-75b2664bbf5b", + "text": "Gina advised Jon to take breaks and dance to destress while working on his studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.23335010906310608, + "activation": 0.7778336968770203, + "semantic_similarity": 0.0, + "recency": 2.075662641879998e-44, + "frequency": 1.0 + }, + { + "id": "f843d826-467d-4884-aae7-a2e52c545b7e", + "text": "Gina supports Jon's dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.22959087843786383, + "activation": 0.7653029281262128, + "semantic_similarity": 0.0, + "recency": 4.244677382980987e-42, + "frequency": 1.0 + }, + { + "id": "c2f33aa5-2ff3-492e-ae7d-56e1f8e22686", + "text": "Gina encourages Jon to persist in his endeavors.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.22666240215225297, + "activation": 0.75554134050751, + "semantic_similarity": 0.0, + "recency": 4.2446773824013074e-42, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that Jon and Gina destress by dancing (specifically taking dance breaks), which matches the correct answer 'by dancing'." + }, + { + "question": "What did Jon say about creating a special experience for customers?", + "correct_answer": "It's the key to making them feel welcome and coming back", + "predicted_answer": "He said to build relationships with customers so they feel cared for.", + "reasoning": "From memory 1, Jon advises building relationships with customers to show they are cared for, which addresses creating a special customer experience.", + "category": 4, + "retrieved_memories": [ + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.336471673324911, + "activation": 0.7324966192245483, + "semantic_similarity": 0.0, + "recency": 3.365414982309937e-38, + "frequency": 1.7781512503836434 + }, + { + "id": "01f1e08f-7731-4232-bbe4-0a614c718f50", + "text": "Jon advises building relationships with customers to show they are cared for.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.23723017947493955, + "activation": 0.7907672649164652, + "semantic_similarity": 0.0, + "recency": 4.244515851471899e-42, + "frequency": 1.0 + }, + { + "id": "483e1a68-162b-41f2-9ad1-d9d4419b2083", + "text": "Jon intends to apply lessons about adapting and tweaking based on customer feedback to his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.2292572600092141, + "activation": 0.7641908666973803, + "semantic_similarity": 0.0, + "recency": 2.8212443269032672e-39, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer talks about building relationships so customers feel cared for, which does not match the original statement that creating a special experience is the key to making customers feel welcome and encouraging them to return." + }, + { + "question": "What is Jon's attitude towards being part of the dance festival?", + "correct_answer": "Glad", + "predicted_answer": "Positive and enthusiastic\u2014he felt joyful and validated by the compliments, with the experience reinforcing his passion for dance.", + "reasoning": "Memory 2 states that after performing at the festival, many people complimented Jon\u2019s dance moves, which reinforced his joy and passion for dancing. This indicates a strongly positive, encouraged attitude toward being part of the festival.", + "category": 4, + "retrieved_memories": [ + { + "id": "e97c233f-088a-4952-bd2f-27ca84512296", + "text": "Jon is actively pursuing his passion for dance.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.3283444487979805, + "activation": 0.7934515003292872, + "semantic_similarity": 0.0, + "recency": 2.645910900846728e-44, + "frequency": 1.6020599913279623 + }, + { + "id": "a5f08903-855b-433c-bd3f-55ba37903fe8", + "text": "Jon believes dancing provides an escape that lets him be himself.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.27742328981705117, + "activation": 0.7742293015581799, + "semantic_similarity": 0.0, + "recency": 5.525668749123061e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "8abcedeb-16f5-4ba1-96fc-2a4a4211c74e", + "text": "Jon performed at a festival, where many people complimented his dance moves, reinforcing his joy and passion for dancing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.23602710151510867, + "activation": 0.7867570050503623, + "semantic_similarity": 0.0, + "recency": 5.52566874923174e-44, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer describes Jon as positive, enthusiastic, joyful, and validated, which aligns with the meaning of 'Glad'. Therefore it conveys the same attitude as the correct answer." + }, + { + "question": "What does Jon plan to do at the grand opening of his dance studio?", + "correct_answer": "savor all the good vibes", + "predicted_answer": "This isn\u2019t specified in the provided memories.", + "reasoning": "The memories only state that Jon is opening a dance studio, searching for a location, and working on business plans. They include no details about any grand opening plans.", + "category": 4, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.3879311388199712, + "activation": 0.8705547760594425, + "semantic_similarity": 0.0, + "recency": 2.707777063599993e-38, + "frequency": 1.8450980400142567 + }, + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.37131668520364197, + "activation": 0.8486466588203182, + "semantic_similarity": 0.0, + "recency": 2.645942867208176e-44, + "frequency": 1.7781512503836434 + }, + { + "id": "b0c2fdd2-ae42-4156-9e09-b0e2fbb704ed", + "text": "Jon has been working on business plans for his future dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.34273922282813096, + "activation": 0.8414340804297888, + "semantic_similarity": 0.0, + "recency": 8.413124554348079e-37, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer \"savor all the good vibes\". Therefore, the answers are not equivalent." + }, + { + "question": "Where is Gina's fashion internship?", + "correct_answer": "fashion department of an international company", + "predicted_answer": "In the fashion department of an international company.", + "reasoning": "The memories state that Gina\u2019s fashion internship is a part-time position in the fashion department of an international company; no specific geographic location is provided.", + "category": 4, + "retrieved_memories": [ + { + "id": "ce4c2e62-062c-4674-8af3-181da46821b6", + "text": "Gina got accepted for a fashion internship, which is a part-time position in the fashion department of an international company.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.32657701580564247, + "activation": 0.8500294253256437, + "semantic_similarity": 0.0, + "recency": 2.8213286808782383e-39, + "frequency": 1.4771212547196624 + }, + { + "id": "7a31abf1-d43e-4f66-8486-9e626286252d", + "text": "Gina had an interview for a design internship on 2023-05-10, which she described as cool and great.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-10T15:14:00+00:00", + "weight": 0.2989744046924454, + "activation": 0.7580207216149868, + "semantic_similarity": 0.0, + "recency": 5.067504999349125e-40, + "frequency": 1.4771212547196624 + }, + { + "id": "69fe8b06-c2f4-45cb-8319-0e98f9c5fc61", + "text": "Gina feels excited and nervous about the upcoming fashion internship.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.2812364067484694, + "activation": 0.786939691329574, + "semantic_similarity": 0.0, + "recency": 2.8213286807346232e-39, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'In the fashion department of an international company.' conveys the same information as the correct answer 'fashion department of an international company', merely adding a preposition, so they are equivalent." + }, + { + "question": "How does Jon use the clipboard with a notepad attached to it?", + "correct_answer": "To set goals, track achievements, and find areas for improvement", + "predicted_answer": "The provided memories don\u2019t mention Jon using a clipboard with a notepad; they only describe his use of a whiteboard to track ideas, milestones, goals, and successes.", + "reasoning": "I reviewed all memories and found no reference to a clipboard or notepad. The only documented tool is a whiteboard and how he uses it. Therefore, there\u2019s insufficient evidence to state how he uses a clipboard with a notepad.", + "category": 4, + "retrieved_memories": [ + { + "id": "5c72cfea-d0ac-4a18-a3a9-621f8c99f2a1", + "text": "Jon is currently working on his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.26732945690730764, + "activation": 0.6525375623311943, + "semantic_similarity": 0.0, + "recency": 2.7078205620750256e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "ad72cb70-71eb-4c1b-8904-0a923435164c", + "text": "Jon uses a whiteboard to keep track of ideas and milestones, providing a visual of his progress and helping him stay organized.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.21181795141910925, + "activation": 0.7060598380636975, + "semantic_similarity": 0.0, + "recency": 2.8213102536326333e-39, + "frequency": 1.0 + }, + { + "id": "e6b8b7d8-da41-4599-afb1-9187a12c89bb", + "text": "Jon uses a whiteboard to stay on track, visualize goals, and tokenize successes, which keeps him motivated and focused", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.21084768901439774, + "activation": 0.7028256300479925, + "semantic_similarity": 0.0, + "recency": 1.552003797340857e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that Jon's use of a clipboard with a notepad is not mentioned and refers to a whiteboard instead, which does not match the correct answer that specifies the clipboard/notepad is used to set goals, track achievements, and find areas for improvement." + }, + { + "question": "According to Gina, what makes Jon a perfect mentor and guide?", + "correct_answer": "His positivity and determination", + "predicted_answer": "His right attitude and commitment to continual learning and growth.", + "reasoning": "Memory 2 states Gina says Jon has the right attitude and encourages him to keep learning and growing; these qualities are what make him a perfect mentor and guide.", + "category": 4, + "retrieved_memories": [ + { + "id": "c2f33aa5-2ff3-492e-ae7d-56e1f8e22686", + "text": "Gina encourages Jon to persist in his endeavors.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.3101588303377669, + "activation": 0.7953021404327252, + "semantic_similarity": 0.0, + "recency": 4.244516132395954e-42, + "frequency": 1.4771212547196624 + }, + { + "id": "0ae18f03-e522-4500-85d8-f095f0216d9e", + "text": "Gina encouraged Jon to keep going for his dreams and not quit", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2774410500757085, + "activation": 0.7742885024203711, + "semantic_similarity": 0.0, + "recency": 1.55196763307748e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "624f0f7e-179c-4178-8fe2-b3f3a8fd932d", + "text": "Gina expresses that Jon has the right attitude and encourages him to keep learning and growing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.2344174861907959, + "activation": 0.7813916206359863, + "semantic_similarity": 0.0, + "recency": 2.8212445127397126e-39, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer captures the same ideas as the correct answer: 'right attitude' corresponds to 'positivity' and 'commitment to continual learning and growth' corresponds to 'determination'. Hence they are equivalent." + }, + { + "question": "What do Jon and Gina both have in common?", + "correct_answer": "They lost their jobs and decided to start their own businesses.", + "predicted_answer": "There isn\u2019t enough information in the memories to determine anything they both have in common.", + "reasoning": "All provided memories only describe Gina\u2019s support for Jon. There\u2019s no explicit detail about Jon\u2019s views or traits, so no shared characteristic can be confirmed from the evidence.", + "category": 1, + "retrieved_memories": [ + { + "id": "f843d826-467d-4884-aae7-a2e52c545b7e", + "text": "Gina supports Jon's dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.23664036502362393, + "activation": 0.7888012167454131, + "semantic_similarity": 0.0, + "recency": 4.2446765641120885e-42, + "frequency": 1.0 + }, + { + "id": "6cd9c45a-9fae-4c28-bd40-44e2bf50cd0d", + "text": "Gina says she is rooting for Jon all the way.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.22845187102401732, + "activation": 0.7615062367467245, + "semantic_similarity": 0.0, + "recency": 4.244676562765977e-42, + "frequency": 1.0 + }, + { + "id": "8c7c6375-1ef4-4112-b80c-32637f901d52", + "text": "Gina told Jon that she is always around for him", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.22497703805223765, + "activation": 0.7499234601741255, + "semantic_similarity": 0.0, + "recency": 1.5520262935528487e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is insufficient information to determine a commonality, which contradicts the correct answer that specifies they both lost their jobs and started their own businesses. Therefore, the answers are not equivalent." + }, + { + "question": "What offer does Gina make to Jon regarding social media?", + "correct_answer": "Helping with making content and managing his social media accounts.", + "predicted_answer": "There\u2019s no record in the provided memories of Gina making any offer regarding social media to Jon.", + "reasoning": "I reviewed all listed memories (0\u20132). They mention Gina asking about Jon\u2019s show, Jon asking for marketing tips, and Gina encouraging persistence. None mention an offer related to social media.", + "category": 4, + "retrieved_memories": [ + { + "id": "5ece9670-cf6d-4610-a66c-a2321b6e482e", + "text": "Gina asks Jon what show he has planned.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.3380994814711622, + "activation": 0.8259682759065595, + "semantic_similarity": 0.0, + "recency": 3.72228382560936e-44, + "frequency": 1.6020599913279623 + }, + { + "id": "97202b63-3d18-4b99-b55c-5195c5e900d0", + "text": "Jon asked Gina for tips for marketing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.3354166110046241, + "activation": 0.8170253743514326, + "semantic_similarity": 0.0, + "recency": 2.1049947320502402e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "c2f33aa5-2ff3-492e-ae7d-56e1f8e22686", + "text": "Gina encourages Jon to persist in his endeavors.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.3339640697398839, + "activation": 0.812183570135632, + "semantic_similarity": 0.0, + "recency": 4.2445064997035284e-42, + "frequency": 1.6020599913279623 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer claims there is no record of Gina making any social media offer, which directly contradicts the correct answer that she offered to help with creating content and managing Jon's social media accounts. Therefore, they are not equivalent." + }, + { + "question": "When did Jon start learning marketing and analytics tools?", + "correct_answer": "July, 2023", + "predicted_answer": "October 31, 2025.", + "reasoning": "The memory states Jon started on the \u201creference day.\u201d With no other timestamp provided, the reference day aligns with the session\u2019s current date, which is 2025-10-31.", + "category": 2, + "retrieved_memories": [ + { + "id": "42bbe6ce-322c-4388-8a37-de13f5c4f9a2", + "text": "Jon started learning marketing and analytics tools on the reference day to push his business forward.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_17)", + "event_date": "2023-07-09T13:25:00+00:00", + "weight": 0.243953547831197, + "activation": 0.8131784927706567, + "semantic_similarity": 0.0, + "recency": 2.0289784192802384e-37, + "frequency": 1.0 + }, + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.20727280400016326, + "activation": 0.6909093466672109, + "semantic_similarity": 0.0, + "recency": 3.3655444227648343e-38, + "frequency": 1.0 + }, + { + "id": "5c72cfea-d0ac-4a18-a3a9-621f8c99f2a1", + "text": "Jon is currently working on his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.20638817624904862, + "activation": 0.6879605874968288, + "semantic_similarity": 0.0, + "recency": 2.707861433064284e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'October 31, 2025' does not match the correct answer 'July, 2023'; they refer to different dates, so they are not equivalent." + }, + { + "question": "What kind of dance piece did Gina's team perform to win first place?", + "correct_answer": "\"Finding Freedom\"", + "predicted_answer": "A contemporary piece.", + "reasoning": "Memory 2 states that Gina\u2019s team performed a contemporary piece titled \u201cFinding Freedom,\u201d which corresponds to the first-place win mentioned in Memory 1.", + "category": 4, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3372613072500382, + "activation": 0.7351287323083057, + "semantic_similarity": 0.0, + "recency": 1.243483010918611e-41, + "frequency": 1.7781512503836434 + }, + { + "id": "e3dcb819-417c-4e55-8af7-2287c3f162d9", + "text": "Gina recalled that when she was fifteen, her team won first place at a regional dance competition.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.2326557974424487, + "activation": 0.7755193248081623, + "semantic_similarity": 0.0, + "recency": 8.492886377426267e-45, + "frequency": 1.0 + }, + { + "id": "4975d5f9-c605-4a9a-a198-9d212446c14a", + "text": "Gina's team performed a contemporary piece titled \"Finding Freedom\".", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.22116651065150003, + "activation": 0.7372217021716668, + "semantic_similarity": 0.0, + "recency": 8.492886376138613e-45, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The correct answer is the specific title \"Finding Freedom,\" while the predicted answer only says \"A contemporary piece,\" which does not identify the same dance piece." + }, + { + "question": "Do Jon and Gina start businesses out of what they love?", + "correct_answer": "Yes", + "predicted_answer": "No clear evidence. The memories only show that Gina took an entrepreneurial leap; there\u2019s no information that Jon started a business or that either did so based on what they love.", + "reasoning": "The provided memories state: (0) Gina supports Jon\u2019s dreams, (1) Jon asked Gina about being an entrepreneur, and (2) Jon congratulated Gina on taking the entrepreneurial leap. None mention Jon starting a business or that either person\u2019s venture is based on what they love. Therefore, we cannot conclude that Jon and Gina start businesses out of what they love.", + "category": 1, + "retrieved_memories": [ + { + "id": "f843d826-467d-4884-aae7-a2e52c545b7e", + "text": "Gina supports Jon's dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.325602174463269, + "activation": 0.7358555793762207, + "semantic_similarity": 0.0, + "recency": 4.244522082622232e-42, + "frequency": 1.6989700043360187 + }, + { + "id": "85cf8968-1dc5-4b33-8c3c-5a2e282aacfe", + "text": "Jon asked Gina if she had thought about being an entrepreneur.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.304817686612497, + "activation": 0.7774983280151587, + "semantic_similarity": 0.0, + "recency": 2.1050024599824802e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "9842925f-3831-4782-abe9-1cdf5f21d2ff", + "text": "Jon congratulated Gina on taking the entrepreneurial leap.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.26567102604866333, + "activation": 0.7350550889968872, + "semantic_similarity": 0.0, + "recency": 2.105002459480555e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no clear evidence that Jon and Gina started businesses out of what they love, which contradicts the correct answer 'Yes'. Therefore, the answers are not equivalent." + }, + { + "question": "Which city have both Jean and John visited?", + "correct_answer": "Rome", + "predicted_answer": "None", + "reasoning": "The memories state Jon visited Paris and Gina visited Rome. There is no overlap, and no memories mention Jean or John visiting any city. Therefore, there is no city both have visited.", + "category": 1, + "retrieved_memories": [ + { + "id": "d7a2e482-3538-4096-b338-0073ce586ca9", + "text": "Jon traveled to Paris yesterday and described the city as very cool.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-28T14:32:00+00:00", + "weight": 0.2216183231587408, + "activation": 0.5882127460304787, + "semantic_similarity": 0.0, + "recency": 1.878112917408687e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "f843d826-467d-4884-aae7-a2e52c545b7e", + "text": "Gina supports Jon's dreams.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.22158151878595908, + "activation": 0.5000444352600324, + "semantic_similarity": 0.0, + "recency": 4.244622445857685e-42, + "frequency": 1.4771212547196624 + }, + { + "id": "ebd0dddf-c9a4-4d1f-b8cc-ef86234173cc", + "text": "Gina has visited Rome once in the past.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-29T14:32:00+00:00", + "weight": 0.15100983369233204, + "activation": 0.5033661123077735, + "semantic_similarity": 0.0, + "recency": 2.075635777100633e-44, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'None' does not match the correct answer 'Rome'; they are not equivalent." + }, + { + "question": "What did Gina find for her clothing store on 1 February, 2023?", + "correct_answer": "The perfect spot for her store", + "predicted_answer": "A cool new fashion piece for her store.", + "reasoning": "The memory for February 1, 2023 states that Gina found a cool new fashion piece for her store and planned to share it with customers. Other memories refer to acquiring pieces more generally and sharing a photo about store expansion, not the specific find on that date.", + "category": 4, + "retrieved_memories": [ + { + "id": "9af0aa0a-83cb-442d-bc03-41e5cd310043", + "text": "Gina acquired new unique pieces for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.2345296561717987, + "activation": 0.7817655205726624, + "semantic_similarity": 0.0, + "recency": 3.3655428266946977e-38, + "frequency": 1.0 + }, + { + "id": "29e5fb00-ffc0-4a62-a24d-46d7c8cafb0a", + "text": "Gina found a cool new fashion piece for her store and plans to share it with her customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.2286755655617212, + "activation": 0.7622518852057374, + "semantic_similarity": 0.0, + "recency": 5.525905059969254e-44, + "frequency": 1.0 + }, + { + "id": "500c9d78-8604-4462-9dfc-ef5699527e1e", + "text": "Gina shared a picture (photo) related to her clothing store expansion.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.22686122495763192, + "activation": 0.7562040831921064, + "semantic_similarity": 0.0, + "recency": 2.646024055290661e-44, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'A cool new fashion piece for her store' does not match the correct answer 'The perfect spot for her store'; they refer to different concepts and are not equivalent." + }, + { + "question": "When did Gina start being recognized by fashion editors?", + "correct_answer": "July 2023", + "predicted_answer": "October 20\u201326, 2025.", + "reasoning": "Memory 2 says she was noticed \u201clast week.\u201d Using the current date (October 31, 2025), \u201clast week\u201d refers to the week of October 20\u201326, 2025.", + "category": 2, + "retrieved_memories": [ + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.24256420604693374, + "activation": 0.8085473534897791, + "semantic_similarity": 0.0, + "recency": 5.525907832208938e-44, + "frequency": 1.0 + }, + { + "id": "cbbcf4da-2fa0-4954-97e0-d9b19aef6cfe", + "text": "Gina says fashion fuels her creativity.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.22684243401415458, + "activation": 0.7561414467138486, + "semantic_similarity": 0.0, + "recency": 1.2435152754454178e-41, + "frequency": 1.0 + }, + { + "id": "b3d83fbd-ae02-4e0e-adf6-a58385fca00e", + "text": "Gina was noticed by fashion editors last week, which she described as wild, amazing, and a bit scary.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_17)", + "event_date": "2023-07-02T13:25:00+00:00", + "weight": 0.22630385552404247, + "activation": 0.7543461850801416, + "semantic_similarity": 0.0, + "recency": 1.007560892264495e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'October 20\u201326, 2025' does not match the correct answer 'July 2023'; they refer to different dates, so they are not equivalent." + }, + { + "question": "What do the dancers in the photo represent?", + "correct_answer": "They are performing at the festival", + "predicted_answer": "Hard work, dedication, and joy.", + "reasoning": "The only explicit statement about what a photo represents is Gina\u2019s photo serving as a reminder of \u201chard work, dedication, and joy.\u201d Therefore, the dancers in the photo represent those qualities.", + "category": 4, + "retrieved_memories": [ + { + "id": "c6d39bc3-be5f-41e9-bdd8-654b168df1b8", + "text": "Jon reports that his dancers are excited about the upcoming competition and studio activities.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2085251639515357, + "activation": 0.6950838798384523, + "semantic_similarity": 0.0, + "recency": 1.2435154915378775e-41, + "frequency": 1.0 + }, + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.20633447728547918, + "activation": 0.6877815909515973, + "semantic_similarity": 0.0, + "recency": 1.243515491334939e-41, + "frequency": 1.0 + }, + { + "id": "14b165d9-148d-4ede-a812-08642fbe1e8a", + "text": "Gina shares a photo of one of her trophies from a dance contest as a reminder of hard work, dedication, and joy.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.20161501178830968, + "activation": 0.6720500392943656, + "semantic_similarity": 0.0, + "recency": 2.2387743549021616e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'Hard work, dedication, and joy.' does not convey that the dancers are performing at the festival, which is the correct answer. It describes abstract qualities rather than the specific activity, so they are not equivalent." + }, + { + "question": "What is the general sentiment about the upcoming grand opening?", + "correct_answer": "excitement", + "predicted_answer": "Very positive and excited\u2014both Jon and Gina are enthusiastic and looking forward to the grand opening.", + "reasoning": "All statements express anticipation and positivity: \u201cmake awesome memories,\u201d \u201ccan\u2019t wait,\u201d and \u201cwill be a lot of fun,\u201d indicating an enthusiastic sentiment.", + "category": 4, + "retrieved_memories": [ + { + "id": "d04f2b48-e37a-4768-b4ba-da7ca01ac6ce", + "text": "Jon invited Gina to make awesome memories tomorrow at the grand opening of the dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.23006415807424246, + "activation": 0.616365529082151, + "semantic_similarity": 0.0, + "recency": 2.707767254786266e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "d1253361-010c-4e2c-9914-b2883f9d8670", + "text": "Gina said she can't wait for tomorrow's grand opening.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.2084272034550194, + "activation": 0.6947573448500647, + "semantic_similarity": 0.0, + "recency": 2.7077672553848174e-38, + "frequency": 1.0 + }, + { + "id": "ea557855-7613-4fb2-88c1-ad3aac7af429", + "text": "Jon said tomorrow's opening will be a lot of fun, and he can't wait for it and for Gina to be there.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.1929400863367301, + "activation": 0.6431336211224337, + "semantic_similarity": 0.0, + "recency": 2.7077672552501e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer expresses excitement and a very positive, enthusiastic attitude toward the grand opening, which matches the required sentiment of 'excitement'." + }, + { + "question": "When Jon has lost his job as a banker?", + "correct_answer": "19 January, 2023", + "predicted_answer": "January 19, 2023.", + "reasoning": "Memory 0 explicitly states: \u201cJon lost his job as a banker on 2023-01-19,\u201d which corresponds to January 19, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "fdbe3a8d-b37f-4cd7-b8ed-a30a4347add7", + "text": "Jon lost his job as a banker on 2023-01-19.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-19T16:04:00+00:00", + "weight": 0.32170523199503376, + "activation": 0.9218357754847886, + "semantic_similarity": 0.0, + "recency": 7.684731836084886e-45, + "frequency": 1.3010299956639813 + }, + { + "id": "e9fbdb90-6a52-4d41-9cfa-70c0fdcf2cbe", + "text": "Jon left his secure 9-5 job as a banker.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.3014777474975635, + "activation": 0.8544108271598877, + "semantic_similarity": 0.0, + "recency": 5.525800736285894e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "0ed569ef-186e-47b1-be79-3fad82e98c40", + "text": "Jon shut down his bank account because he needed to do it for his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.28739902218872887, + "activation": 0.8074817427971056, + "semantic_similarity": 0.0, + "recency": 1.2434911752677229e-41, + "frequency": 1.3010299956639813 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'January 19, 2023' conveys the same date as the correct answer '19 January, 2023', just in a different format, so they are equivalent." + }, + { + "question": "What advice does Gina give to Jon about running a successful business?", + "correct_answer": "build relationships with customers, create a strong brand image, stay positive", + "predicted_answer": "The memories don\u2019t specify Gina\u2019s advice. They only show that Jon asked for marketing tips and later thanked her, but the actual advice isn\u2019t recorded.", + "reasoning": "Reviewing the memories: (0) Jon asked Gina for marketing tips; (1) Jon asked about entrepreneurship; (2) Jon thanked Gina for the advice. None of these entries contain the content of the advice, so the specific guidance Gina gave isn\u2019t available.", + "category": 4, + "retrieved_memories": [ + { + "id": "97202b63-3d18-4b99-b55c-5195c5e900d0", + "text": "Jon asked Gina for tips for marketing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.3479232272824251, + "activation": 0.8587140952774358, + "semantic_similarity": 0.0, + "recency": 2.1049951929418027e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "85cf8968-1dc5-4b33-8c3c-5a2e282aacfe", + "text": "Jon asked Gina if she had thought about being an entrepreneur.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.33961868897527153, + "activation": 0.8310323009202574, + "semantic_similarity": 0.0, + "recency": 2.104995192664053e-38, + "frequency": 1.6020599913279623 + }, + { + "id": "1447efa7-60c4-4adb-a2b6-2cd8ec2059a8", + "text": "Jon thanked Gina for the marketing advice.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.24930758027158928, + "activation": 0.8310252675719643, + "semantic_similarity": 0.0, + "recency": 2.1049951924399092e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that Gina's advice is not recorded, whereas the correct answer lists specific advice (build relationships with customers, create a strong brand image, stay positive). The predicted answer does not contain or convey the same content." + }, + { + "question": "What did Gina receive from a dance contest?", + "correct_answer": "a trophy", + "predicted_answer": "A trophy.", + "reasoning": "Memory 1 states Gina shared a photo of one of her trophies from a dance contest, indicating she received a trophy.", + "category": 4, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2811312366145758, + "activation": 0.7865891242165953, + "semantic_similarity": 0.0, + "recency": 1.24351493016991e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "14b165d9-148d-4ede-a812-08642fbe1e8a", + "text": "Gina shares a photo of one of her trophies from a dance contest as a reminder of hard work, dedication, and joy.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.2782838675874883, + "activation": 0.7770978941263037, + "semantic_similarity": 0.0, + "recency": 2.238773344588072e-41, + "frequency": 1.3010299956639813 + }, + { + "id": "77eb9eff-a570-40e5-9e11-d47add0f435e", + "text": "Gina confirmed she will attend the upcoming dance competition event.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.2445261273070502, + "activation": 0.8150870910235007, + "semantic_similarity": 0.0, + "recency": 1.243514930236107e-41, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer \"A trophy.\" matches the correct answer \"a trophy\"; differences in capitalization and punctuation do not affect equivalence." + }, + { + "question": "What did Gina want her customers to feel in her store?", + "correct_answer": "cozy and comfortable", + "predicted_answer": "Not specified in the provided memories.", + "reasoning": "The memories mention Gina acquiring unique pieces, creating promotions, and focusing on growth, but none state what she wanted customers to feel in her store. No timestamps or details address this directly.", + "category": 4, + "retrieved_memories": [ + { + "id": "9af0aa0a-83cb-442d-bc03-41e5cd310043", + "text": "Gina acquired new unique pieces for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.34384723240396026, + "activation": 0.7966724391785248, + "semantic_similarity": 0.0, + "recency": 3.365405811784731e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "f3019991-3243-4b0b-bfc2-ece2afe3e56d", + "text": "Gina created new offers and promotions for her online store to attract new customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3097885100748682, + "activation": 0.7940677395563961, + "semantic_similarity": 0.0, + "recency": 1.2434640268084052e-41, + "frequency": 1.4771212547196624 + }, + { + "id": "35a0b7db-8bdb-428c-a734-0c6a56da91f3", + "text": "Gina is focused on growing her customer base and making her store a top destination for fashion fans.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.23617336693009336, + "activation": 0.7872445564336445, + "semantic_similarity": 0.0, + "recency": 1.2434640267925724e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer 'cozy and comfortable'. Therefore, they are not equivalent." + }, + { + "question": "What does Gina say to Jon about the grand opening?", + "correct_answer": "Let's live it up and make some great memories", + "predicted_answer": "It isn\u2019t specified\u2014there\u2019s no memory of Gina saying anything about the grand opening.", + "reasoning": "Among the provided memories, only Jon\u2019s invitation to the grand opening is recorded; there\u2019s no entry where Gina responds or comments on it.", + "category": 4, + "retrieved_memories": [ + { + "id": "5ece9670-cf6d-4610-a66c-a2321b6e482e", + "text": "Gina asks Jon what show he has planned.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.3212848485714249, + "activation": 0.8323888678782518, + "semantic_similarity": 0.0, + "recency": 3.722311090637004e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "97202b63-3d18-4b99-b55c-5195c5e900d0", + "text": "Jon asked Gina for tips for marketing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.30650930924621506, + "activation": 0.7831370701275524, + "semantic_similarity": 0.0, + "recency": 2.1050101506571228e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "d04f2b48-e37a-4768-b4ba-da7ca01ac6ce", + "text": "Jon invited Gina to make awesome memories tomorrow at the grand opening of the dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.24005057931097099, + "activation": 0.8001685977032367, + "semantic_similarity": 0.0, + "recency": 2.7077711560736976e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that Gina's comment about the grand opening is not specified, whereas the correct answer provides a specific quote: \"Let's live it up and make some great memories.\" The two responses are not equivalent." + }, + { + "question": "What is Jon offering to the dancers at his dance studio?", + "correct_answer": "One-on-one mentoring and training", + "predicted_answer": "The memories don\u2019t specify what Jon is offering to dancers at his studio.", + "reasoning": "Reviewing memories 0\u20132, none mention any specific offerings or services for dancers. Although memory 2 says Jon runs a dance studio, there are no details about what he offers.", + "category": 4, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.32524573634726667, + "activation": 0.8455918271310577, + "semantic_similarity": 0.0, + "recency": 2.707825513692986e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "b0c2fdd2-ae42-4156-9e09-b0e2fbb704ed", + "text": "Jon has been working on business plans for his future dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.29387092073668625, + "activation": 0.8290547379569635, + "semantic_similarity": 0.0, + "recency": 8.413275087798563e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "54770deb-3ada-4679-b2cc-a55fd12c04cf", + "text": "Jon runs a dance studio business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_7)", + "event_date": "2023-03-23T19:28:00+00:00", + "weight": 0.2499763667555297, + "activation": 0.8332545558517657, + "semantic_similarity": 0.0, + "recency": 4.244622797748669e-42, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, which does not match the correct answer of 'One-on-one mentoring and training'. Therefore, they are not equivalent." + }, + { + "question": "What does Jon's dance studio offer?", + "correct_answer": "one-on-one metoring and training to dancers, workshops and classes to local schools and centers", + "predicted_answer": "Dance classes, workshops, and one-on-one mentoring and training.", + "reasoning": "Memory 2 explicitly states the studio offers dance classes, workshops, and one-on-one mentoring and training; no conflicting memories are provided.", + "category": 1, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.3929149928970559, + "activation": 0.8325953882705239, + "semantic_similarity": 0.0, + "recency": 2.7077403055909643e-38, + "frequency": 1.9542425094393248 + }, + { + "id": "b0c2fdd2-ae42-4156-9e09-b0e2fbb704ed", + "text": "Jon has been working on business plans for his future dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.3516481111904834, + "activation": 0.8226753684669352, + "semantic_similarity": 0.0, + "recency": 8.41301034656795e-37, + "frequency": 1.6989700043360187 + }, + { + "id": "deaa5fcc-d340-47f1-9e98-e13f9a045c1e", + "text": "Jon is offering dance classes, workshops, and one-on-one mentoring and training to help dancers reach their full potential", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2474745069489769, + "activation": 0.8249150231632564, + "semantic_similarity": 0.0, + "recency": 1.5519577977131508e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer lists the same three offerings as the correct answer: one-on-one mentoring/training, workshops, and classes. The reference to \"local schools and centers\" in the correct answer is a detail about where the classes are offered, which is captured by the generic term \"dance classes\" in the prediction. Hence the content is equivalent." + }, + { + "question": "What did Jon say about Gina's progress with her store?", + "correct_answer": "hard work's paying off", + "predicted_answer": "There\u2019s no record of Jon saying anything about Gina\u2019s progress with her store.", + "reasoning": "The memories only note that Jon asked Gina what\u2019s been happening, asked for marketing tips, and whether she\u2019d considered entrepreneurship. None mention a store or any comment on her store\u2019s progress.", + "category": 4, + "retrieved_memories": [ + { + "id": "02c4635f-ece6-42c6-b20b-8ed4a47a35ed", + "text": "Jon asked Gina what has been happening with her lately.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.2501825690051849, + "activation": 0.8339418966839496, + "semantic_similarity": 0.0, + "recency": 2.1050804114892273e-38, + "frequency": 1.0 + }, + { + "id": "97202b63-3d18-4b99-b55c-5195c5e900d0", + "text": "Jon asked Gina for tips for marketing.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.243641081073349, + "activation": 0.8121369369111634, + "semantic_similarity": 0.0, + "recency": 2.1050804111627647e-38, + "frequency": 1.0 + }, + { + "id": "85cf8968-1dc5-4b33-8c3c-5a2e282aacfe", + "text": "Jon asked Gina if she had thought about being an entrepreneur.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.2428209257966557, + "activation": 0.8094030859888524, + "semantic_similarity": 0.0, + "recency": 2.1050804107144886e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states there is no record of Jon saying anything about Gina's progress, which contradicts the correct answer that Jon said her hard work is paying off. Therefore they are not equivalent." + }, + { + "question": "Which cities has Jon visited?", + "correct_answer": "Paris, Rome", + "predicted_answer": "Paris and Rome.", + "reasoning": "Memory 0 states Jon traveled to Paris. Memory 1 states he took a short trip to Rome. No other cities are mentioned.", + "category": 1, + "retrieved_memories": [ + { + "id": "d7a2e482-3538-4096-b338-0073ce586ca9", + "text": "Jon traveled to Paris yesterday and described the city as very cool.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-28T14:32:00+00:00", + "weight": 0.30412525608901664, + "activation": 0.7127208579660743, + "semantic_similarity": 0.0, + "recency": 1.8780748749452243e-44, + "frequency": 1.6020599913279623 + }, + { + "id": "9d06592f-63e1-4779-b819-4481a957d762", + "text": "Jon took a short trip to Rome last week to clear his mind.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-12T10:04:00+00:00", + "weight": 0.2470999952449675, + "activation": 0.6731516529845677, + "semantic_similarity": 0.0, + "recency": 1.3446390064918417e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "0108bfc9-cef5-4d78-a261-0244f654eed9", + "text": "Jon has been actively networking lately, which resulted in acquiring valuable items and connections.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.1945998430252089, + "activation": 0.6486661434173631, + "semantic_similarity": 0.0, + "recency": 6.858473750647049e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer lists the same two cities (Paris and Rome) as the correct answer, just using a different conjunction, so they are equivalent." + }, + { + "question": "When did Jon and Gina decide to collaborate to create dance content?", + "correct_answer": "21 July 2023", + "predicted_answer": "The date/time isn\u2019t specified in the provided memories, so it can\u2019t be determined.", + "reasoning": "None of the memories include timestamps or explicit dates. They mention a class suggestion, thanks for help, and a promise to send a video, but no specific time for when they decided to collaborate on dance content.", + "category": 2, + "retrieved_memories": [ + { + "id": "a5775a80-05ca-4453-b77f-7389788016d4", + "text": "Jon suggested that he and Gina attend a dance class together.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.2856696909199744, + "activation": 0.8017173052345907, + "semantic_similarity": 0.0, + "recency": 8.492724752239281e-45, + "frequency": 1.3010299956639813 + }, + { + "id": "00a0f3b8-5e7b-4f6f-a063-a2a9373daee9", + "text": "Jon thanked Gina for her help with his dance studio project.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-11T15:14:00+00:00", + "weight": 0.2401326513211343, + "activation": 0.8004421710704477, + "semantic_similarity": 0.0, + "recency": 5.600255367934713e-40, + "frequency": 1.0 + }, + { + "id": "39b7bf5b-6996-4983-b7f2-2d91bb312f41", + "text": "Jon committed to sending the video of his dance routine to Gina soon.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-11T15:14:00+00:00", + "weight": 0.22754405736923217, + "activation": 0.7584801912307739, + "semantic_similarity": 0.0, + "recency": 5.600255367740288e-40, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date/time is not specified and cannot be determined, which contradicts the correct answer that provides a specific date (21 July 2023). Therefore, they are not equivalent." + }, + { + "question": "What plans does Jon have after receiving advice at the networking event?", + "correct_answer": "Sprucing up his business plan, tweaking his pitch to investors, and working on an online platform.", + "predicted_answer": "He plans to act on the advice by focusing on his business and \u201cmaking things happen,\u201d investing his time with determination and focus.", + "reasoning": "Memory 1 says Jon received motivating advice at a networking event. Memory 2 states that after this, he attended events \u201cto make things happen,\u201d showing determination and focus. Memory 0 confirms he\u2019s investing his time in his business. Combined, this indicates his plan is to take action on his business with focused effort.", + "category": 4, + "retrieved_memories": [ + { + "id": "abdc8528-575c-4796-abde-435286d9e096", + "text": "Jon is investing his time in his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.35535423054479987, + "activation": 0.7619650818088713, + "semantic_similarity": 0.0, + "recency": 3.365412718780853e-38, + "frequency": 1.8450980400142567 + }, + { + "id": "a2ba3455-8015-4961-92d4-1072e3356366", + "text": "Jon attended a recent networking event where he met several investors and received motivating advice.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.2817385092701953, + "activation": 0.7886133664019936, + "semantic_similarity": 0.0, + "recency": 6.858435825860778e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "fe1df68b-a04b-48d2-8942-dfeb2d8358cc", + "text": "Jon attended networking events yesterday to make things happen, expressing determination and focus.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-20T14:15:00+00:00", + "weight": 0.23674864014966965, + "activation": 0.7891621338322322, + "semantic_similarity": 0.0, + "recency": 3.0451513557355703e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer is vague and does not mention the specific actions of sprucing up the business plan, tweaking the pitch to investors, or working on an online platform, which are required to match the correct answer." + }, + { + "question": "What kind of professional experience did Gina get accepted for on May 23, 2023?", + "correct_answer": "fashion internship", + "predicted_answer": "A part-time fashion internship in the fashion department of an international company.", + "reasoning": "Memory 1 states Gina was accepted for a fashion internship (part-time in the fashion department of an international company). The question specifies the acceptance date as May 23, 2023, so the accepted role on that date was the fashion internship.", + "category": 4, + "retrieved_memories": [ + { + "id": "7a31abf1-d43e-4f66-8486-9e626286252d", + "text": "Gina had an interview for a design internship on 2023-05-10, which she described as cool and great.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-10T15:14:00+00:00", + "weight": 0.27949575017627726, + "activation": 0.7811375027556002, + "semantic_similarity": 0.0, + "recency": 5.067507885393868e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "ce4c2e62-062c-4674-8af3-181da46821b6", + "text": "Gina got accepted for a fashion internship, which is a part-time position in the fashion department of an international company.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_12)", + "event_date": "2023-05-27T19:18:00+00:00", + "weight": 0.2585690078537051, + "activation": 0.7113816950136932, + "semantic_similarity": 0.0, + "recency": 2.821330287227018e-39, + "frequency": 1.3010299956639813 + }, + { + "id": "bf4e9788-4f78-40e0-92c3-dab3e17e8f1f", + "text": "Gina attended a dance class on Friday, July 21, 2023, with a group of friends and felt that having a creative space for dancers is important.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-21T18:46:00+00:00", + "weight": 0.21408621794756225, + "activation": 0.7136207264918741, + "semantic_similarity": 0.0, + "recency": 6.88824336748207e-37, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer specifies a part-time fashion internship, which includes the core element 'fashion internship' required by the correct answer. Additional details do not change the equivalence." + }, + { + "question": "When did Gina design a limited collection of hoodies?", + "correct_answer": "June 2023", + "predicted_answer": "Insufficient information to give a specific date. The memory only states it happened \u201clast week\u201d relative to its (unspecified) timestamp.", + "reasoning": "The relevant memory says Gina made the limited edition hoodie line \u201clast week,\u201d but no timestamp for that memory is provided. Without the exact timestamp, the relative reference can\u2019t be converted into a specific date.", + "category": 2, + "retrieved_memories": [ + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.3643525274857522, + "activation": 0.7919594049453792, + "semantic_similarity": 0.0, + "recency": 5.525661981519602e-44, + "frequency": 1.8450980400142567 + }, + { + "id": "cbbcf4da-2fa0-4954-97e0-d9b19aef6cfe", + "text": "Gina says fashion fuels her creativity.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.3231362360316926, + "activation": 0.7276357846042995, + "semantic_similarity": 0.0, + "recency": 1.2434599507716616e-41, + "frequency": 1.6989700043360187 + }, + { + "id": "6f3130e3-adb4-4166-96be-3857d48fc974", + "text": "Gina made a limited edition hoodie line last week to showcase her style and creativity; the hoodie is not for sale and is from her own collection.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-14T14:15:00+00:00", + "weight": 0.2894616266052238, + "activation": 0.8143570908520886, + "semantic_similarity": 0.0, + "recency": 1.6712055893235871e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not provide the specific date June 2023; it claims insufficient information and only mentions \"last week\" relative to an unspecified timestamp, which does not match the correct answer." + }, + { + "question": "When did Gina get her tattoo?", + "correct_answer": "A few years ago", + "predicted_answer": "The exact date isn\u2019t specified; the only information is that Gina got the tattoo \u201ca few years ago.\u201d", + "reasoning": "The memories provided include no timestamps. Memory 2 states it happened \u201ca few years ago,\u201d but without a timestamp to anchor that relative reference, a specific date cannot be determined.", + "category": 2, + "retrieved_memories": [ + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.29575731606459366, + "activation": 0.684827724551331, + "semantic_similarity": 0.0, + "recency": 5.525740850175691e-44, + "frequency": 1.6020599913279623 + }, + { + "id": "7c2f9bea-2e16-470e-bc9b-dab653bccd90", + "text": "Gina collaborated with the local artist to produce the new designs.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.2621705888192712, + "activation": 0.7233869648989134, + "semantic_similarity": 0.0, + "recency": 5.525740850354807e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "bffcb754-a44e-4b75-a546-d4faae271625", + "text": "Gina got a tattoo a few years ago that symbolizes freedom, dancing without worrying about others, and serves as a reminder to follow her passions.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2020-02-08T09:32:00+00:00", + "weight": 0.23981852528729017, + "activation": 0.7993950842909673, + "semantic_similarity": 0.0, + "recency": 1.3922438132133e-91, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer states that the only information provided is that Gina got the tattoo 'a few years ago,' which matches the correct answer. It conveys the same content, just with additional clarification, so they are equivalent." + }, + { + "question": "Did Jon and Gina both participate in dance competitions?", + "correct_answer": "Yes", + "predicted_answer": "No. There\u2019s no evidence that both participated in dance competitions; they were only planning to attend a competition and a dance class.", + "reasoning": "Memories indicate Jon invited Gina to attend a dance competition and suggested attending a dance class together. \u201cAttend\u201d implies spectating or taking a class, not competing. No memory states that either Jon or Gina competed.", + "category": 1, + "retrieved_memories": [ + { + "id": "f4ff3227-4c3f-43b8-b496-1dd88fee1acc", + "text": "Gina said Jon is inspiring with his determination and passion for dance.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.24176779789156863, + "activation": 0.8058926596385622, + "semantic_similarity": 0.0, + "recency": 2.1050309867378404e-38, + "frequency": 1.0 + }, + { + "id": "0e5e5708-dcad-4e82-8d58-dfcd09f14065", + "text": "Jon invited Gina to attend the dance competition event next month.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.23884240122852354, + "activation": 0.7961413374284119, + "semantic_similarity": 0.0, + "recency": 1.2434860920257757e-41, + "frequency": 1.0 + }, + { + "id": "a5775a80-05ca-4453-b77f-7389788016d4", + "text": "Jon suggested that he and Gina attend a dance class together.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.23669593284963653, + "activation": 0.7889864428321218, + "semantic_similarity": 0.0, + "recency": 8.492907418607816e-45, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states 'No' while the correct answer is 'Yes', so they are not equivalent." + }, + { + "question": "When did Jon visit networking events for his store?", + "correct_answer": "20 June, 2023", + "predicted_answer": "October 30, 2025", + "reasoning": "Memory 2 says Jon attended networking events \u201cyesterday.\u201d With the current date being October 31, 2025, \u201cyesterday\u201d converts to October 30, 2025.", + "category": 2, + "retrieved_memories": [ + { + "id": "a2ba3455-8015-4961-92d4-1072e3356366", + "text": "Jon attended a recent networking event where he met several investors and received motivating advice.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.2980495901282679, + "activation": 0.754938006401062, + "semantic_similarity": 0.0, + "recency": 6.858408069763578e-37, + "frequency": 1.4771212547196624 + }, + { + "id": "0108bfc9-cef5-4d78-a261-0244f654eed9", + "text": "Jon has been actively networking lately, which resulted in acquiring valuable items and connections.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_18)", + "event_date": "2023-07-21T17:44:00+00:00", + "weight": 0.2758839343923702, + "activation": 0.7690981168092433, + "semantic_similarity": 0.0, + "recency": 6.858408071899011e-37, + "frequency": 1.3010299956639813 + }, + { + "id": "fe1df68b-a04b-48d2-8942-dfeb2d8358cc", + "text": "Jon attended networking events yesterday to make things happen, expressing determination and focus.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-20T14:15:00+00:00", + "weight": 0.27173622939239667, + "activation": 0.7552724334759984, + "semantic_similarity": 0.0, + "recency": 3.045139031976528e-38, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'October 30, 2025' does not match the correct answer '20 June, 2023'; the dates are different, so they are not equivalent." + }, + { + "question": "When was Jon in Rome?", + "correct_answer": "June 2023", + "predicted_answer": "October 20\u201326, 2025.", + "reasoning": "Memory 1 states Jon was in Rome \u201clast week.\u201d Using the current date (2025-10-31, a Friday), the current week runs Mon Oct 27\u2013Sun Nov 2, 2025. Therefore, \u201clast week\u201d is the prior Monday\u2013Sunday: Oct 20\u2013Oct 26, 2025.", + "category": 2, + "retrieved_memories": [ + { + "id": "d7a2e482-3538-4096-b338-0073ce586ca9", + "text": "Jon traveled to Paris yesterday and described the city as very cool.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-28T14:32:00+00:00", + "weight": 0.2934815336841364, + "activation": 0.628786776779112, + "semantic_similarity": 0.0, + "recency": 1.8780634138435387e-44, + "frequency": 1.6989700043360187 + }, + { + "id": "9d06592f-63e1-4779-b819-4481a957d762", + "text": "Jon took a short trip to Rome last week to clear his mind.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-12T10:04:00+00:00", + "weight": 0.2930940274064552, + "activation": 0.7384194639950196, + "semantic_similarity": 0.0, + "recency": 1.3446308009444827e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "fdbe3a8d-b37f-4cd7-b8ed-a30a4347add7", + "text": "Jon lost his job as a banker on 2023-01-19.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-19T16:04:00+00:00", + "weight": 0.2585147344613058, + "activation": 0.6231551541778548, + "semantic_similarity": 0.0, + "recency": 7.684575429217711e-45, + "frequency": 1.4771212547196624 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer 'October 20\u201326, 2025' does not match the correct answer 'June 2023'; they refer to different times, so they are not equivalent." + }, + { + "question": "When is Jon's group performing at a festival?", + "correct_answer": "February, 2023", + "predicted_answer": "February 2023", + "reasoning": "Memories state the festival performance is scheduled for and will occur in February 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "3075186b-a4ec-4165-b784-19479ba7c9be", + "text": "Jon and his dance group have been practicing hard for the upcoming festival.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.22772216962112046, + "activation": 0.7590738987370682, + "semantic_similarity": 0.0, + "recency": 8.493011703481239e-45, + "frequency": 1.0 + }, + { + "id": "33ab4c23-f1b5-48d6-a2e3-701c513b3a37", + "text": "Jon is completing choreography for a performance at a nearby festival scheduled for February 2023.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-02-01T16:04:00+00:00", + "weight": 0.225417070065915, + "activation": 0.75139023355305, + "semantic_similarity": 0.0, + "recency": 2.819779188022662e-44, + "frequency": 1.0 + }, + { + "id": "91cd810d-796b-428b-9278-26331ee70d0d", + "text": "Jon's choreography will be performed at the nearby festival in February 2023.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-02-01T16:04:00+00:00", + "weight": 0.2190990882306477, + "activation": 0.730330294102159, + "semantic_similarity": 0.0, + "recency": 2.819779187960631e-44, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'February 2023' conveys the same month and year as the correct answer 'February, 2023', differing only by punctuation, so they are equivalent." + }, + { + "question": "When did Jon host a dance competition?", + "correct_answer": "May, 2023", + "predicted_answer": "May 3, 2023.", + "reasoning": "Memory 0 explicitly states Jon will host a dance competition on 2023-05-03; this is the event date, so the hosting occurred on May 3, 2023.", + "category": 2, + "retrieved_memories": [ + { + "id": "82bd3f3f-a73f-4d9c-bd1a-9579d75b952a", + "text": "Jon will host a dance competition on 2023-05-03 to showcase local talent and promote his studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-05-03T13:26:00+00:00", + "weight": 0.24518167780474023, + "activation": 0.8172722593491342, + "semantic_similarity": 0.0, + "recency": 2.49762922497921e-40, + "frequency": 1.0 + }, + { + "id": "97736f63-cd9b-4f9b-9cd7-0c924d1709fb", + "text": "Jon said he is preparing for his dance studio more than ever", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2290518369423014, + "activation": 0.7635061231410047, + "semantic_similarity": 0.0, + "recency": 1.5520036688945857e-38, + "frequency": 1.0 + }, + { + "id": "4bde4b76-d17f-468e-b4e2-d88a0238cd73", + "text": "Jon shared a picture taken at a local competition in which his dance crew won first place in 2022.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2022-01-20T16:04:00+00:00", + "weight": 0.22877969999131947, + "activation": 0.762598999971065, + "semantic_similarity": 0.0, + "recency": 1.1948445025866325e-60, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer specifies May 3, 2023, which includes the month May and year 2023 as given in the correct answer. The additional day detail does not contradict the correct answer, so they are equivalent." + }, + { + "question": "What made Gina choose the furniture and decor for her store?", + "correct_answer": "personal style and customer comfort", + "predicted_answer": "To create a cozy, inviting space for customers\u2014she chose pieces that were aesthetically pleasing and comfortable.", + "reasoning": "Memory 1 states she designed the interior to create a cozy, inviting space, and Memory 2 notes she selected furniture for its aesthetic appeal and comfort. Together, these show her choices were driven by comfort and aesthetics to achieve an inviting atmosphere.", + "category": 4, + "retrieved_memories": [ + { + "id": "9af0aa0a-83cb-442d-bc03-41e5cd310043", + "text": "Gina acquired new unique pieces for her store.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_16)", + "event_date": "2023-06-21T14:15:00+00:00", + "weight": 0.31773768058198204, + "activation": 0.820564974580109, + "semantic_similarity": 0.0, + "recency": 3.36547523390484e-38, + "frequency": 1.4771212547196624 + }, + { + "id": "e82bcfe7-c1c2-418b-b31e-c8d51a21836f", + "text": "Gina designed the interior of her clothing store, creating a cozy and inviting space for customers.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.283201064289011, + "activation": 0.793488549798046, + "semantic_similarity": 0.0, + "recency": 2.645970913236473e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "eb8a9a25-0794-44f0-b092-8a5f7e654647", + "text": "Gina selected furniture for her store that is both aesthetically pleasing and comfortable.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.251785823809256, + "activation": 0.8392860793641868, + "semantic_similarity": 0.0, + "recency": 2.645970913410981e-44, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer explains that Gina chose furniture and decor to create a cozy, inviting space for customers, emphasizing comfort, and mentions that the pieces were aesthetically pleasing, which reflects her personal style. This matches the required factors of personal style and customer comfort." + }, + { + "question": "What is Gina's favorite style of dance?", + "correct_answer": "Contemporary", + "predicted_answer": "It\u2019s not specified in the provided memories.", + "reasoning": "None of the memories mention a specific dance style\u2014only that Gina shared a picture of a favorite session and commented on the studio and dance generally\u2014so the favorite style cannot be determined.", + "category": 4, + "retrieved_memories": [ + { + "id": "f552b59a-67eb-4084-86d1-edb094917476", + "text": "Gina shared a picture of her favorite dance session.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.33097059231565934, + "activation": 0.8022053120548833, + "semantic_similarity": 0.0, + "recency": 1.2435029236134067e-41, + "frequency": 1.6020599913279623 + }, + { + "id": "42676f4a-4584-4c49-86ca-7ad57a95f96d", + "text": "Gina says the dance studio looks awesome.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.24135115372975552, + "activation": 0.8045038457658518, + "semantic_similarity": 0.0, + "recency": 2.2387517286258367e-41, + "frequency": 1.0 + }, + { + "id": "f4228dbf-968a-4a33-b18f-c820f5eb307c", + "text": "Gina says dance is awesome for expressing yourself and finding happiness.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.23914897791883163, + "activation": 0.7971632597294388, + "semantic_similarity": 0.0, + "recency": 2.238751728457442e-41, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the information is not specified, whereas the correct answer is 'Contemporary'. Therefore, the predicted answer does not contain the correct answer." + }, + { + "question": "Why did Jon decide to start his dance studio?", + "correct_answer": "He lost his job and decided to start his own business to share his passion.", + "predicted_answer": "Because he\u2019s passionate about dancing and wants to share the joy of dance with others.", + "reasoning": "Memory 2 explicitly states Jon announced he\u2019s starting the dance studio because he is passionate about dancing and wants to share the joy of dance with others. There are no conflicting or time-dependent details to adjust.", + "category": 4, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.39501031922021757, + "activation": 0.8651560705714203, + "semantic_similarity": 0.0, + "recency": 2.7077754634483983e-38, + "frequency": 1.9030899869919433 + }, + { + "id": "4be0e912-ca7e-43bb-883f-dc1eb8700add", + "text": "Jon started his dream business by opening his own dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_11)", + "event_date": "2023-05-11T15:14:00+00:00", + "weight": 0.3033697317879003, + "activation": 0.8607174414610104, + "semantic_similarity": 0.0, + "recency": 5.600329298580025e-40, + "frequency": 1.3010299956639813 + }, + { + "id": "c632b017-f2d1-4f5b-bb97-3aefa7de837b", + "text": "Jon announced that he is starting his own dance studio business because he is passionate about dancing and wants to share the joy of dance with others.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.2571859359741211, + "activation": 0.8572864532470703, + "semantic_similarity": 0.0, + "recency": 8.492836864858953e-45, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer mentions Jon's passion for dancing and desire to share it, but it omits the crucial detail that he lost his job, which was the primary reason he decided to start his own studio. Therefore, the answers are not equivalent." + }, + { + "question": "How does Jon feel about the opening night of his dance studio?", + "correct_answer": "excited", + "predicted_answer": "He feels excited about it.", + "reasoning": "Memory 2 states Jon expressed excitement about his upcoming dance studio and projects, which includes the opening night.", + "category": 4, + "retrieved_memories": [ + { + "id": "2f210dd9-b62e-4211-81c0-c796925aad6c", + "text": "Jon is working on opening a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.3432698352703856, + "activation": 0.7947477820666093, + "semantic_similarity": 0.0, + "recency": 2.70778931199403e-38, + "frequency": 1.6989700043360187 + }, + { + "id": "c26ff31d-629b-4ce0-b009-ff676a474353", + "text": "Jon is searching for a location to open a dance studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.322070164065437, + "activation": 0.7725372178874755, + "semantic_similarity": 0.0, + "recency": 2.6459548354717976e-44, + "frequency": 1.6020599913279623 + }, + { + "id": "b980d189-4b8f-4583-9394-6d930fa0fbf7", + "text": "Jon expressed excitement about his upcoming dance studio and upcoming projects.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.30915538384279295, + "activation": 0.7919573187828121, + "semantic_similarity": 0.0, + "recency": 8.492880300974674e-45, + "frequency": 1.4771212547196624 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'He feels excited about it.' conveys the same meaning as the correct answer 'excited', just expressed in a full sentence, so they are equivalent." + }, + { + "question": "What did Jon take a trip to Rome for?", + "correct_answer": "To clear his mind", + "predicted_answer": "To clear his mind.", + "reasoning": "Memory 1 explicitly states: \u201cJon took a short trip to Rome last week to clear his mind.\u201d", + "category": 4, + "retrieved_memories": [ + { + "id": "d7a2e482-3538-4096-b338-0073ce586ca9", + "text": "Jon traveled to Paris yesterday and described the city as very cool.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_2)", + "event_date": "2023-01-28T14:32:00+00:00", + "weight": 0.28041795234193445, + "activation": 0.696165880446617, + "semantic_similarity": 0.0, + "recency": 1.8781002521904185e-44, + "frequency": 1.4771212547196624 + }, + { + "id": "9d06592f-63e1-4779-b819-4481a957d762", + "text": "Jon took a short trip to Rome last week to clear his mind.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-12T10:04:00+00:00", + "weight": 0.2479251697041172, + "activation": 0.8264172323470574, + "semantic_similarity": 0.0, + "recency": 1.344657176246822e-38, + "frequency": 1.0 + }, + { + "id": "4180adb1-7cf0-4da7-b265-0c32f2c622bd", + "text": "Gina believes that Jon's trip to Rome will help him concentrate better on his business.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_15)", + "event_date": "2023-06-19T10:04:00+00:00", + "weight": 0.21361164965560178, + "activation": 0.7120388321853393, + "semantic_similarity": 0.0, + "recency": 2.707807028869833e-38, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer 'To clear his mind.' matches the correct answer 'To clear his mind' aside from a trailing period, which is acceptable as equivalent content." + }, + { + "question": "How does Gina describe the studio that Jon has opened?", + "correct_answer": "amazing", + "predicted_answer": "She doesn\u2019t describe it\u2014there\u2019s no memory of Jon having opened a studio, only that Gina encouraged his search for one.", + "reasoning": "Among the provided memories, the only related item says Gina encouraged Jon about his search for the perfect dance studio. There is no memory indicating he opened a studio or Gina describing it. Following the evidence, no description exists.", + "category": 4, + "retrieved_memories": [ + { + "id": "5ece9670-cf6d-4610-a66c-a2321b6e482e", + "text": "Gina asks Jon what show he has planned.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.2846338431786739, + "activation": 0.7982644794302558, + "semantic_similarity": 0.0, + "recency": 3.7223428133024015e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "830ddebb-e159-4352-a75a-78e304822be4", + "text": "Gina encourages Jon about his search for the perfect dance studio, telling him to hang in there.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_4)", + "event_date": "2023-02-04T10:43:00+00:00", + "weight": 0.22961402115905452, + "activation": 0.7653800705301818, + "semantic_similarity": 0.0, + "recency": 3.7223428124623337e-44, + "frequency": 1.0 + }, + { + "id": "30c1dc89-1e1c-4a54-a68e-16c35bac8a6f", + "text": "Jon asked Gina to show him the video presentation she developed", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2266763226196962, + "activation": 0.755587742065654, + "semantic_similarity": 0.0, + "recency": 1.5519887057634127e-38, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer does not state that the studio is \"amazing\"; instead it claims there is no description, which does not match the correct answer." + }, + { + "question": "When did Gina develop a video presentation to teach how to style her fashion pieces? ", + "correct_answer": "June, 2023", + "predicted_answer": "The date is not specified in the provided memories.", + "reasoning": "The memory stating that Gina developed a video presentation has no timestamp or date, so there\u2019s no evidence to determine when it occurred.", + "category": 2, + "retrieved_memories": [ + { + "id": "cbbcf4da-2fa0-4954-97e0-d9b19aef6cfe", + "text": "Gina says fashion fuels her creativity.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_8)", + "event_date": "2023-04-03T13:26:00+00:00", + "weight": 0.30146957591120427, + "activation": 0.7663379590108498, + "semantic_similarity": 0.0, + "recency": 1.2434996184301994e-41, + "frequency": 1.4771212547196624 + }, + { + "id": "b80b8b88-b4cd-420f-9361-93d2b855c2f0", + "text": "Gina developed a video presentation to teach how to style her fashion pieces", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.2856117018692717, + "activation": 0.9520390062309056, + "semantic_similarity": 0.0, + "recency": 1.5520077239046293e-38, + "frequency": 1.0 + }, + { + "id": "25580ae4-9c62-4a33-aa90-161ab1129f96", + "text": "Gina got the idea for the designs from a fashion magazine.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_5)", + "event_date": "2023-02-08T09:32:00+00:00", + "weight": 0.27408679140586745, + "activation": 0.7631076401875676, + "semantic_similarity": 0.0, + "recency": 5.525838255538593e-44, + "frequency": 1.3010299956639813 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states that the date is not specified, which contradicts the correct answer of June 2023. Therefore, the answers are not equivalent." + }, + { + "question": "What is Jon's favorite style of dance?", + "correct_answer": "Contemporary", + "predicted_answer": "Contemporary dance.", + "reasoning": "Memory 1 explicitly states Jon prefers contemporary dance, describing it as expressive and powerful, indicating it is his favorite style.", + "category": 4, + "retrieved_memories": [ + { + "id": "e97c233f-088a-4952-bd2f-27ca84512296", + "text": "Jon is actively pursuing his passion for dance.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_3)", + "event_date": "2023-02-01T00:48:00+00:00", + "weight": 0.2873526519572216, + "activation": 0.8073271753587481, + "semantic_similarity": 0.0, + "recency": 2.6459781858108017e-44, + "frequency": 1.3010299956639813 + }, + { + "id": "f7c63c7d-dcf5-4104-813c-6a204a37b4d7", + "text": "Jon prefers contemporary dance, describing it as expressive and powerful.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_1)", + "event_date": "2023-01-20T16:04:00+00:00", + "weight": 0.2377456892208559, + "activation": 0.7924856307361864, + "semantic_similarity": 0.0, + "recency": 8.4929552391685e-45, + "frequency": 1.0 + }, + { + "id": "cadb2adc-f08b-4b61-861f-e9268b65506b", + "text": "Jon enjoys dancing now with his own studio.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_9)", + "event_date": "2023-04-09T10:33:00+00:00", + "weight": 0.23029733390502144, + "activation": 0.7676577796834049, + "semantic_similarity": 0.0, + "recency": 2.238734030930655e-41, + "frequency": 1.0 + } + ], + "is_correct": true, + "correctness_reasoning": "The predicted answer includes \"Contemporary\" and adds the word \"dance\", which matches the correct answer \"Contemporary\"; thus they are equivalent." + }, + { + "question": "When did Gina mention Shia Labeouf?", + "correct_answer": " 23 July, 2023", + "predicted_answer": "Unknown \u2014 no timestamp was provided for when Gina mentioned Shia LaBeouf.", + "reasoning": "The memories note that Gina identified Shia LaBeouf as the source of \u201cjust do it,\u201d but there is no associated timestamp; therefore the date/time cannot be determined.", + "category": 2, + "retrieved_memories": [ + { + "id": "02c4635f-ece6-42c6-b20b-8ed4a47a35ed", + "text": "Jon asked Gina what has been happening with her lately.", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_14)", + "event_date": "2023-06-16T21:38:00+00:00", + "weight": 0.24905784041027818, + "activation": 0.6796778035356033, + "semantic_similarity": 0.0, + "recency": 2.1050425751650967e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "8c7c6375-1ef4-4112-b80c-32637f901d52", + "text": "Gina told Jon that she is always around for him", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_13)", + "event_date": "2023-06-13T20:29:00+00:00", + "weight": 0.24273545632975863, + "activation": 0.6586031899338716, + "semantic_similarity": 0.0, + "recency": 1.5519993853631792e-38, + "frequency": 1.3010299956639813 + }, + { + "id": "72a72556-b5c5-4216-849d-5f4639ebb134", + "text": "Gina identified Shia LaBeouf as the source of the phrase \"just do it\".", + "context": "Conversation session between Jon and Gina (conversation conv-30 session session_19)", + "event_date": "2023-07-23T18:46:00+00:00", + "weight": 0.23438195502489143, + "activation": 0.7812731834163048, + "semantic_similarity": 0.0, + "recency": 8.413235791790268e-37, + "frequency": 1.0 + } + ], + "is_correct": false, + "correctness_reasoning": "The predicted answer states the timestamp is unknown, which does not match the correct answer of 23 July, 2023. Therefore they are not equivalent." + } + ] + }, + "total_turns": 369 } ] } \ No newline at end of file diff --git a/benchmarks/locomo/locomo_benchmark.py b/benchmarks/locomo/locomo_benchmark.py new file mode 100644 index 00000000..ac97aeb8 --- /dev/null +++ b/benchmarks/locomo/locomo_benchmark.py @@ -0,0 +1,258 @@ +""" +LoComo-specific benchmark implementations. + +Provides dataset, answer generator, and evaluator for the LoComo benchmark. +""" +import sys +from pathlib import Path + +# Add parent directory to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +import json +from datetime import datetime, timezone +from typing import List, Dict, Any, Tuple, Optional +import asyncio +import pydantic +from openai import AsyncOpenAI +import os +from dotenv import load_dotenv + +load_dotenv() + +# Import common framework +sys.path.insert(0, str(Path(__file__).parent.parent)) +from common.benchmark_runner import BenchmarkDataset, LLMAnswerGenerator, LLMAnswerEvaluator + +class LoComoDataset(BenchmarkDataset): + """LoComo dataset implementation.""" + + def load(self, path: Path, max_items: Optional[int] = None) -> List[Dict[str, Any]]: + """Load LoComo dataset from JSON file.""" + with open(path, 'r') as f: + dataset = json.load(f) + + if max_items: + dataset = dataset[:max_items] + + return dataset + + def get_item_id(self, item: Dict) -> str: + """Get sample ID from LoComo item.""" + return item['sample_id'] + + def prepare_sessions_for_ingestion(self, item: Dict) -> List[Dict[str, Any]]: + """ + Prepare LoComo conversation sessions for batch ingestion. + + Returns: + List of session dicts with 'content', 'context', 'event_date' + """ + conv = item['conversation'] + speaker_a = conv['speaker_a'] + speaker_b = conv['speaker_b'] + + # Get all session keys sorted + session_keys = sorted([k for k in conv.keys() if k.startswith('session_') and not k.endswith('_date_time')]) + + batch_contents = [] + + for session_key in session_keys: + if session_key not in conv or not isinstance(conv[session_key], list): + continue + + session_data = conv[session_key] + + # Build session content from all turns + session_parts = [] + for turn in session_data: + speaker = turn['speaker'] + text = turn['text'] + session_parts.append(f"{speaker}: {text}") + + if not session_parts: + continue + + # Get session date + date_key = f"{session_key}_date_time" + session_date = self._parse_date(conv.get(date_key, "1:00 pm on 1 January, 2023")) + + # Add to batch + session_content = "\n".join(session_parts) + batch_contents.append({ + "content": session_content, + "context": f"Conversation session between {speaker_a} and {speaker_b} (conversation {item['sample_id']} session {session_key})", + "event_date": session_date + }) + + return batch_contents + + def get_qa_pairs(self, item: Dict) -> List[Dict[str, Any]]: + """ + Extract QA pairs from LoComo item. + + Returns: + List of QA dicts with 'question', 'answer', 'category' + """ + return item['qa'] + + def _parse_date(self, date_string: str) -> datetime: + """Parse LoComo date format to datetime.""" + # Format: "1:56 pm on 8 May, 2023" + try: + dt = datetime.strptime(date_string, "%I:%M %p on %d %B, %Y") + return dt.replace(tzinfo=timezone.utc) + except: + return datetime.now(timezone.utc) + + +class QuestionAnswer(pydantic.BaseModel): + """Answer format for LoComo questions.""" + answer: str + reasoning: str + + +class LoComoAnswerGenerator(LLMAnswerGenerator): + """LoComo-specific answer generator using OpenAI.""" + + async def generate_answer( + self, + question: str, + memories: List[Dict[str, Any]] + ) -> Tuple[str, str]: + """ + Generate answer from retrieved memories using OpenAI. + + Returns: + Tuple of (answer, reasoning) + """ + # Format context + context_parts = [] + for i, result in enumerate(memories): + context_parts.append(f"{i}. {result['text']}") + + context = "\n".join(context_parts) + + # Use OpenAI to generate answer + try: + client = AsyncOpenAI() + response = await client.beta.chat.completions.parse( + model="gpt-5", + messages=[ + { + "role": "system", + "content": "You are a helpful expert assistant answering questions from lme_experiment users based on the provided context." + }, + { + "role": "user", + "content": f""" +# CONTEXT: +You have access to facts and entities from a conversation. + +# INSTRUCTIONS: +1. Carefully analyze all provided memories +2. Pay special attention to the timestamps to determine the answer +3. If the question asks about a specific event or fact, look for direct evidence in the memories +4. If the memories contain contradictory information, prioritize the most recent memory +5. Always convert relative time references to specific dates, months, or years. +6. Be as specific as possible when talking about people, places, and events +7. Timestamps in memories represent the actual time the event occurred, not the time the event was mentioned in a message. + +Clarification: +When interpreting memories, use the timestamp to determine when the described event happened, not when someone talked about the event. + +Example: + +Memory: (2023-03-15T16:33:00Z) I went to the vet yesterday. +Question: What day did I go to the vet? +Correct Answer: March 15, 2023 +Explanation: +Even though the phrase says "yesterday," the timestamp shows the event was recorded as happening on March 15th. Therefore, the actual vet visit happened on that date, regardless of the word "yesterday" in the text. + + +# APPROACH (Think step by step): +1. First, examine all memories that contain information related to the question +2. Examine the timestamps and content of these memories carefully +3. Look for explicit mentions of dates, times, locations, or events that answer the question +4. If the answer requires calculation (e.g., converting relative time references), show your work +5. Formulate a precise, concise answer based solely on the evidence in the memories +6. Double-check that your answer directly addresses the question asked +7. Ensure your final answer is specific and avoids vague time references + +Context: + +{context} + +Question: {question} +Answer: + +""" + } + ], + response_format=QuestionAnswer + ) + answer_obj = response.choices[0].message.parsed + return answer_obj.answer, answer_obj.reasoning + except Exception as e: + return f"Error generating answer: {str(e)}", "Error occurred during answer generation." + + +class JudgeResponse(pydantic.BaseModel): + """Judge response format.""" + correct: bool + reasoning: str + + +class LoComoAnswerEvaluator(LLMAnswerEvaluator): + """LoComo-specific answer evaluator using Groq.""" + + def __init__(self): + """Initialize with Groq client.""" + groq_api_key = os.getenv('GROQ_API_KEY') + if not groq_api_key: + raise ValueError("GROQ_API_KEY environment variable not set") + + base_url = os.getenv('GROQ_BASE_URL', 'https://api.groq.com/openai/v1') + self.client = AsyncOpenAI( + api_key=groq_api_key, + base_url=base_url + ) + + async def judge_answer( + self, + question: str, + correct_answer: str, + predicted_answer: str, + semaphore: asyncio.Semaphore + ) -> Tuple[bool, str]: + """ + Evaluate predicted answer using Groq LLM-as-judge. + + Returns: + Tuple of (is_correct, reasoning) + """ + async with semaphore: + try: + response = await self.client.beta.chat.completions.parse( + model="openai/gpt-oss-120b", + messages=[ + { + "role": "system", + "content": "You are an objective judge. Determine if the predicted answer contains the correct answer or they are the same content (with different form is fine)." + }, + { + "role": "user", + "content": f"Question: {question}\nCorrect answer: {correct_answer}\nPredicted answer: {predicted_answer}\n\nAre they equivalent?" + } + ], + temperature=0, + max_tokens=512, + response_format=JudgeResponse + ) + + judgement = response.choices[0].message.parsed + return judgement.correct, judgement.reasoning + + except Exception as e: + print(f"Error judging answer: {e}") + return False, f"Error: {str(e)}" diff --git a/benchmarks/locomo/results_table.md b/benchmarks/locomo/results_table.md new file mode 100644 index 00000000..07a55674 --- /dev/null +++ b/benchmarks/locomo/results_table.md @@ -0,0 +1,8 @@ +# LoComo Benchmark Results + +**Overall Accuracy**: 41.70% (98/235) + +| Sample ID | Turns | Questions | Correct | Accuracy | Multi-hop | Single-hop | Temporal | Open-domain | +|-----------|-------|-----------|---------|----------|-----------|------------|----------|-------------| +| conv-26 | 419 | 154 | 69 | 44.81% | N/A | N/A | N/A | N/A | +| conv-30 | 369 | 81 | 29 | 35.80% | N/A | N/A | N/A | N/A | \ No newline at end of file diff --git a/benchmarks/locomo/run_benchmark.py b/benchmarks/locomo/run_benchmark.py index d7bc51cf..251a2bb0 100644 --- a/benchmarks/locomo/run_benchmark.py +++ b/benchmarks/locomo/run_benchmark.py @@ -2,402 +2,28 @@ LoComo Benchmark Runner for Entity-Aware Memory System Evaluates the memory system on the LoComo (Long-term Conversational Memory) benchmark. + +Uses the common benchmark framework with LoComo-specific implementations. """ import sys from pathlib import Path # Add parent directory to path for imports sys.path.insert(0, str(Path(__file__).parent.parent.parent)) +sys.path.insert(0, str(Path(__file__).parent.parent)) -import json -from datetime import datetime, timezone, timedelta -from memory import TemporalSemanticMemory -from typing import List, Dict -from openai import AsyncOpenAI -import openai -from dotenv import load_dotenv -import os import asyncio -import pydantic -from rich.console import Console -from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn -from rich.table import Table -from rich import box +import argparse +from memory import TemporalSemanticMemory +from locomo_benchmark import LoComoDataset, LoComoAnswerGenerator, LoComoAnswerEvaluator +from common.benchmark_runner import BenchmarkRunner -load_dotenv() -console = Console() - - -def get_groq_client() -> AsyncOpenAI: - """ - Get configured async Groq client for LLM judge. - - Returns: - Configured AsyncOpenAI client pointing to Groq - """ - groq_api_key = os.getenv('GROQ_API_KEY') - if not groq_api_key: - raise ValueError("GROQ_API_KEY environment variable not set") - - base_url = os.getenv('GROQ_BASE_URL', 'https://api.groq.com/openai/v1') - return AsyncOpenAI( - api_key=groq_api_key, - base_url=base_url - ) - - -def parse_date(date_string: str) -> datetime: - """Parse LoComo date format to datetime.""" - # Format: "1:56 pm on 8 May, 2023" - try: - dt = datetime.strptime(date_string, "%I:%M %p on %d %B, %Y") - return dt.replace(tzinfo=timezone.utc) - except: - return datetime.now(timezone.utc) - - -async def ingest_conversation(memory: TemporalSemanticMemory, conversation_data: Dict, agent_id: str): - """ - Ingest a LoComo conversation into the memory system (ASYNC version). - - Ingests ALL sessions in ONE batch for maximum efficiency. - - Args: - memory: Memory system instance - conversation_data: Conversation data from LoComo - agent_id: Agent ID to use - """ - conv = conversation_data['conversation'] - speaker_a = conv['speaker_a'] - speaker_b = conv['speaker_b'] - - # Get all session keys sorted - session_keys = sorted([k for k in conv.keys() if k.startswith('session_') and not k.endswith('_date_time')]) - - # Collect all sessions as batch items - batch_contents = [] - total_turns = 0 - - for session_key in session_keys: - if session_key not in conv or not isinstance(conv[session_key], list): - continue - - session_data = conv[session_key] - - # Build session content from all turns - session_parts = [] - for turn in session_data: - speaker = turn['speaker'] - text = turn['text'] - session_parts.append(f"{speaker}: {text}") - total_turns += 1 - - if not session_parts: - continue - - # Get session date - date_key = f"{session_key}_date_time" - session_date = parse_date(conv.get(date_key, "1:00 pm on 1 January, 2023")) - - # Add to batch - session_content = "\n".join(session_parts) - batch_contents.append({ - "content": session_content, - "context": f"Conversation session between {speaker_a} and {speaker_b}", - "event_date": session_date - }) - - # Ingest ALL sessions in ONE batch call (MUCH faster!) - if batch_contents: - await memory.put_batch_async( - agent_id=agent_id, - contents=batch_contents - ) - - return total_turns - -class QuestionAnswer(pydantic.BaseModel): - answer: str - reasoning: str - -async def answer_question(memory: TemporalSemanticMemory, agent_id: str, question: str, thinking_budget: int = 500) -> tuple[str, str, List[Dict]]: - """ - Answer a question using the memory system (ASYNC version). - - Args: - memory: Memory system instance - agent_id: Agent ID - question: Question to answer - thinking_budget: How many memory units to explore - - Returns: - Tuple of (answer string, reasoning string, retrieved memories list) - """ - # Search memory - results = await memory.search_async( - agent_id=agent_id, - query=question, - thinking_budget=thinking_budget, - top_k=20 # Get more results for better context - ) - if not results: - return "I don't have enough information to answer that question.", "No relevant memories found.", [] - - context_parts = [] - for i, result in enumerate(results): - context_parts.append(f"{i}. {result['text']}") - - context = "\n".join(context_parts) - - # Use AsyncOpenAI to generate answer from context - try: - client = AsyncOpenAI() - response = await client.beta.chat.completions.parse( - model="gpt-5", - messages=[ - { - "role": "system", - "content": "You are a helpful assistant. Answer the question based ONLY on the provided context. If the context doesn't contain the answer, say 'I don't know'. In the reasoning, explain why you choose or not choose the context items for the answer." - }, - { - "role": "user", - "content": f"Context:\n{context}\n\nQuestion: {question}\n\nAnswer:" - } - ], - - response_format=QuestionAnswer - ) - answer = response.choices[0].message.parsed - return answer.answer, answer.reasoning, results - except Exception as e: - return f"Error generating answer: {str(e)}", "Error occurred during answer generation.", results - - -async def evaluate_qa_task( - memory: TemporalSemanticMemory, - agent_id: str, - qa_pairs: List[Dict], - sample_id: str, - max_questions: int = None -) -> Dict: - """ - Evaluate the QA task (ASYNC version - processes questions in parallel). - - Returns: - Dict with evaluation metrics - """ - questions_to_eval = qa_pairs[:max_questions] if max_questions else qa_pairs - - with Progress( - SpinnerColumn(), - TextColumn("[progress.description]{task.description}"), - BarColumn(), - TextColumn("[progress.percentage]{task.percentage:>3.0f}%"), - console=console - ) as progress: - task = progress.add_task(f"[cyan]Evaluating QA for sample {sample_id} (parallel)...", total=len(questions_to_eval)) - - # Create tasks for all questions - async def process_question(qa): - question = qa['question'] - correct_answer = qa['answer'] - category = qa.get('category', 0) - - # Get predicted answer, reasoning, and retrieved memories - predicted_answer, reasoning, retrieved_memories = await answer_question(memory, agent_id, question) - - return { - 'question': question, - 'correct_answer': correct_answer, - 'predicted_answer': predicted_answer, - 'reasoning': reasoning, - 'category': category, - 'retrieved_memories': retrieved_memories - } - - # Process all questions in parallel - question_tasks = [process_question(qa) for qa in questions_to_eval] - - # Use as_completed to update progress as results come in - results = [] - for coro in asyncio.as_completed(question_tasks): - result = await coro - results.append(result) - progress.update(task, advance=1) - - return results - -class JudgeResponse(pydantic.BaseModel): - correct: bool - reasoning: str - -async def judge_single_answer(client: AsyncOpenAI, result: Dict, semaphore: asyncio.Semaphore) -> Dict: - """ - Judge a single answer using LLM (with concurrency control). - - Args: - client: Async OpenAI client (Groq) - result: Result dict with question, correct_answer, predicted_answer, category - semaphore: Semaphore to limit concurrent requests - - Returns: - Updated result dict with is_correct field - """ - async with semaphore: - try: - response = await client.beta.chat.completions.parse( - model="openai/gpt-oss-120b", - messages=[ - { - "role": "system", - "content": - "You are an objective judge. Determine if the predicted answer contains the correct answer or they are the same content (with different form is fine)." - }, - { - "role": "user", - "content": f"Question: {result['question']}\nCorrect answer: {result['correct_answer']}\nPredicted answer: {result['predicted_answer']}\n\nAre they equivalent?" - } - ], - temperature=0, - max_tokens=512, - response_format=JudgeResponse - - ) - - judgement = response.choices[0].message.parsed - result['is_correct'] = judgement.correct - result['correctness_reasoning'] = judgement.reasoning - - except Exception as e: - console.print(f"[red]Error judging answer: {e}[/red]") - result['is_correct'] = False - - return result - - -async def calculate_metrics(results: List[Dict]) -> Dict: - """ - Calculate evaluation metrics using parallel LLM-as-judge. - - Processes up to 8 judgments concurrently for speed. - """ - total = len(results) - client = get_groq_client() - - # Semaphore to limit to 8 concurrent requests - semaphore = asyncio.Semaphore(8) - - with Progress( - SpinnerColumn(), - TextColumn("[progress.description]{task.description}"), - BarColumn(), - TextColumn("[progress.percentage]{task.percentage:>3.0f}%"), - console=console - ) as progress: - task = progress.add_task("[yellow]Judging answers with LLM (parallel, max 8)...", total=total) - - # Create all judgment tasks - judgment_tasks = [] - for result in results: - judgment_task = judge_single_answer(client, result, semaphore) - judgment_tasks.append(judgment_task) - - # Process in parallel with progress updates - judged_results = [] - for coro in asyncio.as_completed(judgment_tasks): - judged_result = await coro - judged_results.append(judged_result) - progress.update(task, advance=1) - - # Calculate stats - correct = sum(1 for r in judged_results if r.get('is_correct', False)) - category_stats = {} - - for result in judged_results: - category = result['category'] - if category not in category_stats: - category_stats[category] = {'correct': 0, 'total': 0} - category_stats[category]['total'] += 1 - if result.get('is_correct', False): - category_stats[category]['correct'] += 1 - - accuracy = (correct / total * 100) if total > 0 else 0 - - return { - 'accuracy': accuracy, - 'correct': correct, - 'total': total, - 'category_stats': category_stats, - 'detailed_results': judged_results - } - - -async def process_single_conversation( - memory: TemporalSemanticMemory, - conv_data: Dict, - i: int, - total_convs: int, - max_questions_per_conv: int, - skip_ingestion: bool -) -> Dict: - """ - Process a single conversation (ingest + evaluate). - - Args: - memory: Memory system instance - conv_data: Conversation data - i: Conversation index (1-based) - total_convs: Total number of conversations - max_questions_per_conv: Max questions to evaluate per conversation - skip_ingestion: Whether to skip ingestion - - Returns: - Result dict with sample_id, metrics, total_turns - """ - sample_id = conv_data['sample_id'] - agent_id = "locomo" # Single agent for all Locomo benchmark data - - console.print(f"\n[bold blue]Conversation {i}/{total_convs}[/bold blue] (Sample ID: {sample_id})") - - if not skip_ingestion: - # Clear previous locomo agent data only (multi-tenant safe) - if i == 1: # Only cleanup on first conversation - console.print(" [2] Clearing previous 'locomo' agent data...") - memory.delete_agent(agent_id) - console.print(f" [green]✓[/green] Cleared 'locomo' agent data") - - # Ingest conversation (sessions processed in parallel) - console.print(" [3] Ingesting conversation (sessions in parallel)...") - total_turns = await ingest_conversation(memory, conv_data, agent_id) - console.print(f" [green]✓[/green] Ingested {total_turns} turns across multiple sessions") - else: - total_turns = -1 - - # Evaluate QA (async - questions processed in parallel) - console.print(f" [4] Evaluating {len(conv_data['qa'])} QA pairs (parallel)...") - qa_results = await evaluate_qa_task( - memory, - agent_id, - conv_data['qa'], - sample_id, - max_questions=max_questions_per_conv - ) - - # Calculate metrics (async with parallel LLM judging) - console.print(" [5] Calculating metrics...") - metrics = await calculate_metrics(qa_results) - - console.print(f" [green]✓[/green] Accuracy: {metrics['accuracy']:.2f}% ({metrics['correct']}/{metrics['total']})") - - return { - 'sample_id': sample_id, - 'metrics': metrics, - 'total_turns': total_turns - } - - -def run_benchmark(max_conversations: int = None, max_questions_per_conv: int = None, skip_ingestion: bool = False): +async def run_benchmark( + max_conversations: int = None, + max_questions_per_conv: int = None, + skip_ingestion: bool = False +): """ Run the LoComo benchmark. @@ -406,81 +32,103 @@ def run_benchmark(max_conversations: int = None, max_questions_per_conv: int = N max_questions_per_conv: Maximum questions per conversation (None for all) skip_ingestion: Whether to skip ingestion and use existing data """ - console.print("\n[bold cyan]LoComo Benchmark - Entity-Aware Memory System[/bold cyan]") - console.print("=" * 80) - - # Load dataset - console.print("\n[1] Loading LoComo dataset...") - with open('locomo10.json', 'r') as f: - dataset = json.load(f) - - conversations_to_eval = dataset[:max_conversations] if max_conversations else dataset - console.print(f" [green]✓[/green] Loaded {len(conversations_to_eval)} conversations") - - # Initialize memory system - console.print("\n[2] Initializing memory system...") + # Initialize components + dataset = LoComoDataset() + answer_generator = LoComoAnswerGenerator() + answer_evaluator = LoComoAnswerEvaluator() memory = TemporalSemanticMemory() - console.print(" [green]✓[/green] Memory system initialized") - # Run evaluation (conversations sequential, sessions within each conversation parallel) - all_results = [] - - for i, conv_data in enumerate(conversations_to_eval, 1): - result = asyncio.run( - process_single_conversation( - memory, conv_data, i, len(conversations_to_eval), - max_questions_per_conv, skip_ingestion - ) - ) - all_results.append(result) - - # Overall results - console.print("\n[bold green]✓ Benchmark Complete![/bold green]\n") - - # Calculate overall metrics - total_correct = sum(r['metrics']['correct'] for r in all_results) - total_questions = sum(r['metrics']['total'] for r in all_results) - overall_accuracy = (total_correct / total_questions * 100) if total_questions > 0 else 0 - - # Display results table - table = Table(title="LoComo Benchmark Results", box=box.ROUNDED) - table.add_column("Sample ID", style="cyan") - table.add_column("Turns", justify="right", style="yellow") - table.add_column("Questions", justify="right", style="blue") - table.add_column("Correct", justify="right", style="green") - table.add_column("Accuracy", justify="right", style="magenta") - - for result in all_results: - metrics = result['metrics'] - table.add_row( - result['sample_id'], - str(result['total_turns']), - str(metrics['total']), - str(metrics['correct']), - f"{metrics['accuracy']:.1f}%" - ) - - table.add_row( - "[bold]OVERALL[/bold]", - "-", - f"[bold]{total_questions}[/bold]", - f"[bold]{total_correct}[/bold]", - f"[bold]{overall_accuracy:.1f}%[/bold]" + # Create benchmark runner + runner = BenchmarkRunner( + dataset=dataset, + answer_generator=answer_generator, + answer_evaluator=answer_evaluator, + memory=memory ) - console.print(table) + # Run benchmark + dataset_path = Path(__file__).parent / 'locomo10.json' + results = await runner.run( + dataset_path=dataset_path, + agent_id="locomo", + max_items=max_conversations, + max_questions_per_item=max_questions_per_conv, + thinking_budget=500, + top_k=20, + skip_ingestion=skip_ingestion, + max_concurrent_questions=16, + eval_semaphore_size=8 + ) - return { - 'overall_accuracy': overall_accuracy, - 'total_correct': total_correct, - 'total_questions': total_questions, - 'conversation_results': all_results + # Display and save results + runner.display_results(results) + runner.save_results(results, Path(__file__).parent / 'benchmark_results.json') + + # Generate markdown table + generate_markdown_table(results) + + return results + + +def generate_markdown_table(results: dict): + """ + Generate a markdown table with benchmark results. + + Category mapping: + 1 = Multi-hop + 2 = Single-hop + 3 = Temporal + 4 = Open-domain + """ + from rich.console import Console + console = Console() + + category_names = { + '1': 'Multi-hop', + '2': 'Single-hop', + '3': 'Temporal', + '4': 'Open-domain' } + # Build markdown content + lines = [] + lines.append("# LoComo Benchmark Results") + lines.append("") + lines.append(f"**Overall Accuracy**: {results['overall_accuracy']:.2f}% ({results['total_correct']}/{results['total_questions']})") + lines.append("") + lines.append("| Sample ID | Sessions | Questions | Correct | Accuracy | Multi-hop | Single-hop | Temporal | Open-domain |") + lines.append("|-----------|----------|-----------|---------|----------|-----------|------------|----------|-------------|") + + for item_result in results['item_results']: + item_id = item_result['item_id'] + num_sessions = item_result['num_sessions'] + metrics = item_result['metrics'] + + # Calculate category accuracies + cat_stats = metrics.get('category_stats', {}) + cat_accuracies = {} + + for cat_id in ['1', '2', '3', '4']: + if cat_id in cat_stats: + stats = cat_stats[cat_id] + acc = (stats['correct'] / stats['total'] * 100) if stats['total'] > 0 else 0 + cat_accuracies[cat_id] = f"{acc:.1f}% ({stats['correct']}/{stats['total']})" + else: + cat_accuracies[cat_id] = "N/A" + + lines.append( + f"| {item_id} | {num_sessions} | {metrics['total']} | {metrics['correct']} | " + f"{metrics['accuracy']:.2f}% | {cat_accuracies['1']} | {cat_accuracies['2']} | " + f"{cat_accuracies['3']} | {cat_accuracies['4']} |" + ) + + # Write to file + output_file = Path(__file__).parent / 'results_table.md' + output_file.write_text('\n'.join(lines)) + console.print(f"\n[green]✓[/green] Results table saved to {output_file}") + if __name__ == "__main__": - import argparse - parser = argparse.ArgumentParser(description='Run LoComo benchmark') parser.add_argument('--max-conversations', type=int, default=None, help='Maximum conversations to evaluate') parser.add_argument('--max-questions', type=int, default=None, help='Maximum questions per conversation') @@ -488,14 +136,8 @@ if __name__ == "__main__": args = parser.parse_args() - results = run_benchmark( + results = asyncio.run(run_benchmark( max_conversations=args.max_conversations, max_questions_per_conv=args.max_questions, skip_ingestion=args.skip_ingestion - ) - - # Save results - with open('benchmark_results.json', 'w') as f: - json.dump(results, f, indent=2) - - console.print(f"\n[green]✓[/green] Results saved to benchmark_results.json") + )) diff --git a/benchmarks/longmemeval/longmemeval_benchmark.py b/benchmarks/longmemeval/longmemeval_benchmark.py new file mode 100644 index 00000000..917fa0da --- /dev/null +++ b/benchmarks/longmemeval/longmemeval_benchmark.py @@ -0,0 +1,254 @@ +""" +LongMemEval-specific benchmark implementations. + +Provides dataset, answer generator, and evaluator for the LongMemEval benchmark. +""" +import sys +from pathlib import Path + +# Add parent directory to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent.parent)) + +import json +from datetime import datetime, timezone +from typing import List, Dict, Any, Tuple, Optional +import asyncio +from openai import AsyncOpenAI +import os +from dotenv import load_dotenv + +load_dotenv() + +# Import common framework +sys.path.insert(0, str(Path(__file__).parent.parent)) +from common.benchmark_runner import BenchmarkDataset, LLMAnswerGenerator, LLMAnswerEvaluator + + +class LongMemEvalDataset(BenchmarkDataset): + """LongMemEval dataset implementation.""" + + def load(self, path: Path, max_items: Optional[int] = None) -> List[Dict[str, Any]]: + """Load LongMemEval dataset from JSON file.""" + with open(path, 'r') as f: + dataset = json.load(f) + + if max_items: + dataset = dataset[:max_items] + + return dataset + + def get_item_id(self, item: Dict) -> str: + """Get question ID from LongMemEval item.""" + return item.get("question_id", "unknown") + + def prepare_sessions_for_ingestion(self, item: Dict) -> List[Dict[str, Any]]: + """ + Prepare LongMemEval conversation sessions for batch ingestion. + + Returns: + List of session dicts with 'content', 'context', 'event_date' + """ + sessions = item.get("haystack_sessions", []) + dates = item.get("haystack_dates", []) + session_ids = item.get("haystack_session_ids", []) + + # Ensure all lists have same length + if not (len(sessions) == len(dates) == len(session_ids)): + min_len = min(len(sessions), len(dates), len(session_ids)) + sessions = sessions[:min_len] + dates = dates[:min_len] + session_ids = session_ids[:min_len] + + batch_contents = [] + + # Process each session + for session_turns, date_str, session_id in zip(sessions, dates, session_ids): + # Parse session date + session_date = self._parse_date(date_str) if date_str else datetime.now(timezone.utc) + + # Combine all turns in the session into one content string + session_content_parts = [] + for turn_dict in session_turns: + role = turn_dict.get("role", "") + content = turn_dict.get("content", "") + + if not content.strip(): + continue + + # Format as "role: content" + session_content_parts.append(f"{role}: {content}") + + # Add session to batch + if session_content_parts: + session_content = "\n".join(session_content_parts) + batch_contents.append({ + "content": session_content, + "context": f"Session {session_id}", + "event_date": session_date + }) + + return batch_contents + + def get_qa_pairs(self, item: Dict) -> List[Dict[str, Any]]: + """ + Extract QA pairs from LongMemEval item. + + For LongMemEval, each item has one question. + + Returns: + List with single QA dict with 'question', 'answer', 'category' + """ + return [{ + 'question': item.get("question", ""), + 'answer': item.get("answer", ""), + 'category': item.get("question_type", "unknown") + }] + + def _parse_date(self, date_str: str) -> datetime: + """Parse date string to datetime object.""" + try: + # LongMemEval format: "2023/05/20 (Sat) 02:21" + # Try to parse the main part before the day name + date_str_cleaned = date_str.split('(')[0].strip() if '(' in date_str else date_str + + # Try multiple formats + for fmt in ["%Y/%m/%d %H:%M", "%Y-%m-%d %H:%M:%S", "%Y-%m-%d", "%Y/%m/%d"]: + try: + dt = datetime.strptime(date_str_cleaned, fmt) + return dt.replace(tzinfo=timezone.utc) + except ValueError: + continue + + # Fallback: try ISO format + return datetime.fromisoformat(date_str.replace('Z', '+00:00')) + except Exception: + return datetime.now(timezone.utc) + + +class LongMemEvalAnswerGenerator(LLMAnswerGenerator): + """LongMemEval-specific answer generator using OpenAI.""" + + def __init__(self, model: str = "gpt-4o-mini"): + """Initialize with OpenAI client.""" + self.model = model + openai_api_key = os.getenv("OPENAI_API_KEY") + if not openai_api_key: + raise ValueError("OPENAI_API_KEY environment variable not set") + self.client = AsyncOpenAI(api_key=openai_api_key) + + async def generate_answer( + self, + question: str, + memories: List[Dict[str, Any]] + ) -> Tuple[str, str]: + """ + Generate answer from retrieved memories using OpenAI. + + Returns: + Tuple of (answer, reasoning) + """ + # Format memories as context + context_parts = [] + for i, mem in enumerate(memories, 1): + context_parts.append(f"[Memory {i}] {mem['text']}") + + context = "\n".join(context_parts) if context_parts else "No relevant memories found." + + prompt = f"""You are a helpful assistant. Based on the following memories from past conversations, answer the question. + +Memories: +{context} + +Question: {question} + +Instructions: +- Answer based ONLY on the provided memories +- If the memories don't contain the answer, say "I don't have enough information to answer this question" +- Be concise and direct +- If asked to abstain (e.g., for unanswerable questions), explicitly say you cannot answer + +Answer:""" + + try: + response = await self.client.chat.completions.create( + model=self.model, + messages=[{"role": "user", "content": prompt}], + temperature=0.0, + max_tokens=300 + ) + answer = response.choices[0].message.content.strip() + return answer, "" # LongMemEval doesn't use reasoning + except Exception as e: + return f"Error generating answer: {str(e)}", "" + + +class LongMemEvalAnswerEvaluator(LLMAnswerEvaluator): + """LongMemEval-specific answer evaluator using OpenAI.""" + + def __init__(self, model: str = "gpt-4o"): + """Initialize with OpenAI client.""" + self.model = model + openai_api_key = os.getenv("OPENAI_API_KEY") + if not openai_api_key: + raise ValueError("OPENAI_API_KEY environment variable not set") + self.client = AsyncOpenAI(api_key=openai_api_key) + + async def judge_answer( + self, + question: str, + correct_answer: str, + predicted_answer: str, + semaphore: asyncio.Semaphore + ) -> Tuple[bool, str]: + """ + Evaluate predicted answer using OpenAI LLM-as-judge. + + Returns: + Tuple of (is_correct, reasoning) + """ + async with semaphore: + prompt = f"""You are an expert evaluator. Evaluate if the predicted answer is semantically equivalent to the gold answer. + +Question: {question} + +Gold Answer: {correct_answer} + +Predicted Answer: {predicted_answer} + +Instructions: +- Score 1 if the predicted answer is semantically equivalent (same meaning, different wording is OK) +- Score 1 if the predicted answer correctly abstains when the gold answer indicates the question is unanswerable +- Score 0 if the predicted answer is incorrect or contradicts the gold answer +- Score 0 if the predicted answer provides an answer when it should abstain +- Provide a brief explanation + +Output format: +Score: [0 or 1] +Explanation: [brief explanation]""" + + try: + response = await self.client.chat.completions.create( + model=self.model, + messages=[{"role": "user", "content": prompt}], + temperature=0.0, + max_tokens=200 + ) + + content = response.choices[0].message.content.strip() + + # Parse score and explanation + lines = content.split('\n') + score = 0 + explanation = "" + + for line in lines: + if line.startswith("Score:"): + score_str = line.replace("Score:", "").strip() + score = int(score_str) if score_str.isdigit() else 0 + elif line.startswith("Explanation:"): + explanation = line.replace("Explanation:", "").strip() + + return score == 1, explanation + + except Exception as e: + return False, f"Evaluation error: {str(e)}" diff --git a/benchmarks/longmemeval/run_benchmark.py b/benchmarks/longmemeval/run_benchmark.py index 72173e16..e4041649 100644 --- a/benchmarks/longmemeval/run_benchmark.py +++ b/benchmarks/longmemeval/run_benchmark.py @@ -11,70 +11,28 @@ which tests five core long-term memory abilities: Dataset: LongMemEval-S (~115k tokens, ~40 sessions per instance, 500 questions) Source: https://github.com/xiaowu0162/LongMemEval + +Uses the common benchmark framework with LongMemEval-specific implementations. """ -import json -import os import sys -import argparse -from datetime import datetime, timezone -from typing import Dict, List, Any from pathlib import Path -import time -import asyncio -import subprocess -from dotenv import load_dotenv -# Load environment variables from .env -load_dotenv() - -# Add parent directory to path +# Add parent directory to path for imports sys.path.insert(0, str(Path(__file__).parent.parent.parent)) +sys.path.insert(0, str(Path(__file__).parent.parent)) -from memory import TemporalSemanticMemory -from openai import OpenAI +import asyncio +import argparse +import subprocess from rich.console import Console -from rich.progress import Progress, SpinnerColumn, TextColumn, BarColumn, TimeElapsedColumn -from rich.table import Table +from memory import TemporalSemanticMemory +from longmemeval_benchmark import LongMemEvalDataset, LongMemEvalAnswerGenerator, LongMemEvalAnswerEvaluator +from common.benchmark_runner import BenchmarkRunner console = Console() -def parse_args(): - parser = argparse.ArgumentParser(description="Run LongMemEval benchmark") - parser.add_argument( - "--max-instances", - type=int, - default=None, - help="Limit number of instances to evaluate (default: all 500)" - ) - parser.add_argument( - "--max-questions", - type=int, - default=None, - help="Limit number of questions per instance (for quick testing)" - ) - parser.add_argument( - "--output", - type=str, - default="benchmark_results.json", - help="Output file for results" - ) - parser.add_argument( - "--thinking-budget", - type=int, - default=100, - help="Thinking budget for spreading activation search" - ) - parser.add_argument( - "--top-k", - type=int, - default=20, - help="Number of memory units to retrieve per query" - ) - return parser.parse_args() - - def download_dataset(dataset_path: Path) -> bool: """ Download the LongMemEval dataset if it doesn't exist. @@ -112,256 +70,24 @@ def download_dataset(dataset_path: Path) -> bool: return False -def load_dataset(dataset_path: str) -> List[Dict[str, Any]]: - """Load LongMemEval dataset from JSON file.""" - with open(dataset_path, 'r') as f: - data = json.load(f) - return data - - -def parse_date(date_str: str) -> datetime: - """Parse date string to datetime object.""" - try: - # LongMemEval format: "2023/05/20 (Sat) 02:21" - # Try to parse the main part before the day name - date_str_cleaned = date_str.split('(')[0].strip() if '(' in date_str else date_str - - # Try multiple formats - for fmt in ["%Y/%m/%d %H:%M", "%Y-%m-%d %H:%M:%S", "%Y-%m-%d", "%Y/%m/%d"]: - try: - dt = datetime.strptime(date_str_cleaned, fmt) - return dt.replace(tzinfo=timezone.utc) - except ValueError: - continue - - # Fallback: try ISO format - return datetime.fromisoformat(date_str.replace('Z', '+00:00')) - except Exception as e: - console.print(f"[yellow]Warning: Failed to parse date '{date_str}': {e}[/yellow]") - return datetime.now(timezone.utc) - - -async def ingest_conversation(memory: TemporalSemanticMemory, agent_id: str, instance: Dict[str, Any]) -> None: +async def run_benchmark( + max_instances: int = None, + max_questions_per_instance: int = None, + thinking_budget: int = 100, + top_k: int = 20, + skip_ingestion: bool = False +): """ - Ingest conversation history into memory system. + Run the LongMemEval benchmark. Args: - memory: Memory system instance - agent_id: Unique agent ID for this conversation - instance: LongMemEval instance containing haystack_sessions + max_instances: Maximum number of instances to evaluate (None for all) + max_questions_per_instance: Maximum questions per instance (for testing) + thinking_budget: Thinking budget for spreading activation search + top_k: Number of memory units to retrieve per query + skip_ingestion: Whether to skip ingestion and use existing data """ - # LongMemEval format: list of sessions, each session is a list of turn dicts - sessions = instance.get("haystack_sessions", []) - dates = instance.get("haystack_dates", []) - session_ids = instance.get("haystack_session_ids", []) - - # Ensure all lists have same length - if not (len(sessions) == len(dates) == len(session_ids)): - console.print(f"[yellow]Warning: Mismatched lengths - sessions:{len(sessions)}, dates:{len(dates)}, ids:{len(session_ids)}[/yellow]") - min_len = min(len(sessions), len(dates), len(session_ids)) - sessions = sessions[:min_len] - dates = dates[:min_len] - session_ids = session_ids[:min_len] - - # Process each session - combine all turns into one put_async call - for session_turns, date_str, session_id in zip(sessions, dates, session_ids): - # Parse session date - session_date = parse_date(date_str) if date_str else datetime.now(timezone.utc) - - # Combine all turns in the session into one content string - session_content_parts = [] - for turn_dict in session_turns: - role = turn_dict.get("role", "") - content = turn_dict.get("content", "") - - if not content.strip(): - continue - - # Format as "role: content" for clarity - session_content_parts.append(f"{role}: {content}") - - # Ingest entire session as one chunk - if session_content_parts: - session_content = "\n".join(session_content_parts) - context = f"Session {session_id}" - - try: - await memory.put_async( - agent_id=agent_id, - content=session_content, - context=context, - event_date=session_date - ) - except Exception as e: - console.print(f"[yellow]Warning: Failed to ingest session {session_id}: {e}[/yellow]") - - -async def retrieve_memories( - memory: TemporalSemanticMemory, - agent_id: str, - query: str, - thinking_budget: int, - top_k: int -) -> List[Dict[str, Any]]: - """ - Retrieve relevant memories for a query. - - Args: - memory: Memory system instance - agent_id: Agent ID - query: Query text - thinking_budget: Thinking budget for search - top_k: Number of results to return - - Returns: - List of retrieved memory units - """ - try: - results = await memory.search_async( - agent_id=agent_id, - query=query, - thinking_budget=thinking_budget, - top_k=top_k - ) - return results - except Exception as e: - console.print(f"[yellow]Warning: Search failed: {e}[/yellow]") - return [] - - -def generate_answer( - client: OpenAI, - question: str, - memories: List[Dict[str, Any]], - model: str = "gpt-4o-mini" -) -> str: - """ - Generate answer to question using retrieved memories. - - Args: - client: OpenAI client - question: Question text - memories: Retrieved memory units - model: OpenAI model to use - - Returns: - Generated answer - """ - # Format memories as context - context_parts = [] - for i, mem in enumerate(memories, 1): - context_parts.append(f"[Memory {i}] {mem['text']}") - - context = "\n".join(context_parts) if context_parts else "No relevant memories found." - - prompt = f"""You are a helpful assistant. Based on the following memories from past conversations, answer the question. - -Memories: -{context} - -Question: {question} - -Instructions: -- Answer based ONLY on the provided memories -- If the memories don't contain the answer, say "I don't have enough information to answer this question" -- Be concise and direct -- If asked to abstain (e.g., for unanswerable questions), explicitly say you cannot answer - -Answer:""" - - try: - response = client.chat.completions.create( - model=model, - messages=[{"role": "user", "content": prompt}], - temperature=0.0, - max_tokens=300 - ) - return response.choices[0].message.content.strip() - except Exception as e: - console.print(f"[yellow]Warning: Answer generation failed: {e}[/yellow]") - return "Error generating answer" - - -def evaluate_answer( - client: OpenAI, - question: str, - predicted_answer: str, - gold_answer: str, - model: str = "gpt-4o" -) -> Dict[str, Any]: - """ - Evaluate predicted answer against gold answer using LLM-as-judge. - - Args: - client: OpenAI client - question: Question text - predicted_answer: Predicted answer - gold_answer: Gold answer - model: OpenAI model to use for evaluation - - Returns: - Evaluation result with score and explanation - """ - prompt = f"""You are an expert evaluator. Evaluate if the predicted answer is semantically equivalent to the gold answer. - -Question: {question} - -Gold Answer: {gold_answer} - -Predicted Answer: {predicted_answer} - -Instructions: -- Score 1 if the predicted answer is semantically equivalent (same meaning, different wording is OK) -- Score 1 if the predicted answer correctly abstains when the gold answer indicates the question is unanswerable -- Score 0 if the predicted answer is incorrect or contradicts the gold answer -- Score 0 if the predicted answer provides an answer when it should abstain -- Provide a brief explanation - -Output format: -Score: [0 or 1] -Explanation: [brief explanation]""" - - try: - response = client.chat.completions.create( - model=model, - messages=[{"role": "user", "content": prompt}], - temperature=0.0, - max_tokens=200 - ) - - content = response.choices[0].message.content.strip() - - # Parse score and explanation - lines = content.split('\n') - score = 0 - explanation = "" - - for line in lines: - if line.startswith("Score:"): - score_str = line.replace("Score:", "").strip() - score = int(score_str) if score_str.isdigit() else 0 - elif line.startswith("Explanation:"): - explanation = line.replace("Explanation:", "").strip() - - return { - "score": score, - "explanation": explanation, - "raw_output": content - } - except Exception as e: - console.print(f"[yellow]Warning: Evaluation failed: {e}[/yellow]") - return { - "score": 0, - "explanation": f"Evaluation error: {str(e)}", - "raw_output": "" - } - - -def run_benchmark(args): - """Run the LongMemEval benchmark evaluation.""" - console.print("\n[bold cyan]LongMemEval Benchmark Evaluation[/bold cyan]\n") - - # Load dataset - download if needed + # Check dataset exists, download if needed dataset_path = Path(__file__).parent / "longmemeval_s_cleaned.json" if not dataset_path.exists(): if not download_dataset(dataset_path): @@ -369,161 +95,120 @@ def run_benchmark(args): console.print("[yellow]curl -L 'https://huggingface.co/datasets/xiaowu0162/longmemeval-cleaned/resolve/main/longmemeval_s_cleaned.json' -o benchmarks/longmemeval/longmemeval_s_cleaned.json[/yellow]") return - console.print(f"[green]Loading dataset from {dataset_path}[/green]") - dataset = load_dataset(dataset_path) - - if args.max_instances: - dataset = dataset[:args.max_instances] - console.print(f"[yellow]Limited to {args.max_instances} instances[/yellow]") - - console.print(f"Dataset size: {len(dataset)} instances\n") - - # Initialize memory system - console.print("[cyan]Initializing memory system...[/cyan]") + # Initialize components + dataset = LongMemEvalDataset() + answer_generator = LongMemEvalAnswerGenerator(model="gpt-4o-mini") + answer_evaluator = LongMemEvalAnswerEvaluator(model="gpt-4o") memory = TemporalSemanticMemory() - # Initialize OpenAI client - openai_api_key = os.getenv("OPENAI_API_KEY") - if not openai_api_key: - console.print("[red]Error: OPENAI_API_KEY not set[/red]") - return + # Create benchmark runner + runner = BenchmarkRunner( + dataset=dataset, + answer_generator=answer_generator, + answer_evaluator=answer_evaluator, + memory=memory + ) - client = OpenAI(api_key=openai_api_key) + # Run benchmark + # Note: LongMemEval requires clearing agent per item for isolation + results = await runner.run( + dataset_path=dataset_path, + agent_id="longmemeval", + max_items=max_instances, + max_questions_per_item=max_questions_per_instance, + thinking_budget=thinking_budget, + top_k=top_k, + skip_ingestion=skip_ingestion, + max_concurrent_questions=8, # Lower for LongMemEval (each has full conversation) + eval_semaphore_size=8, + clear_agent_per_item=True # Clear agent data per item for isolation + ) - # Results storage - results = [] + # Display and save results + runner.display_results(results) + runner.save_results(results, Path(__file__).parent / 'benchmark_results.json') - # Process each instance - with Progress( - SpinnerColumn(), - TextColumn("[progress.description]{task.description}"), - BarColumn(), - TextColumn("[progress.percentage]{task.percentage:>3.0f}%"), - TimeElapsedColumn(), - console=console - ) as progress: + # Generate detailed report by question type + generate_type_report(results) - instance_task = progress.add_task("[cyan]Processing instances...", total=len(dataset)) - - for idx, instance in enumerate(dataset): - question_id = instance.get("question_id", f"q_{idx}") - question = instance.get("question", "") - gold_answer = instance.get("answer", "") - question_type = instance.get("question_type", "unknown") - - progress.update(instance_task, description=f"[cyan]Instance {idx+1}/{len(dataset)}: {question_id}") - - # Use single agent for all LongMemEval data (cleared per question for isolation) - agent_id = "longmemeval" - - # Clear agent data for this question (each question needs fresh isolated context) - memory.delete_agent(agent_id) - - # Ingest conversation history - try: - asyncio.run(ingest_conversation(memory, agent_id, instance)) - except Exception as e: - console.print(f"[red]Error ingesting instance {question_id}: {e}[/red]") - continue - - # Retrieve memories - memories = asyncio.run(retrieve_memories( - memory, - agent_id, - question, - args.thinking_budget, - args.top_k - )) - - # Generate answer - predicted_answer = generate_answer(client, question, memories) - - # Evaluate answer - evaluation = evaluate_answer(client, question, predicted_answer, gold_answer) - - # Store result - result = { - "question_id": question_id, - "question_type": question_type, - "question": question, - "gold_answer": gold_answer, - "predicted_answer": predicted_answer, - "score": evaluation["score"], - "explanation": evaluation["explanation"], - "num_memories_retrieved": len(memories), - "memory_texts": [m["text"] for m in memories[:5]] # Store top 5 for debugging - } - results.append(result) - - progress.update(instance_task, advance=1) - - # Save intermediate results - if (idx + 1) % 10 == 0: - save_results(results, args.output) - - # Save final results - save_results(results, args.output) - - # Display summary - display_summary(results) + return results -def save_results(results: List[Dict[str, Any]], output_path: str): - """Save results to JSON file.""" - output_file = Path(__file__).parent / output_path - with open(output_file, 'w') as f: - json.dump(results, f, indent=2) - console.print(f"[green]Results saved to {output_file}[/green]") +def generate_type_report(results: dict): + """Generate a detailed report by question type.""" + from rich.table import Table - -def display_summary(results: List[Dict[str, Any]]): - """Display benchmark summary.""" - console.print("\n[bold cyan]Benchmark Summary[/bold cyan]\n") - - # Overall accuracy - total = len(results) - correct = sum(1 for r in results if r["score"] == 1) - accuracy = (correct / total * 100) if total > 0 else 0 - - table = Table(title="Overall Performance") - table.add_column("Metric", style="cyan") - table.add_column("Value", style="green") - - table.add_row("Total Questions", str(total)) - table.add_row("Correct", str(correct)) - table.add_row("Incorrect", str(total - correct)) - table.add_row("Accuracy", f"{accuracy:.2f}%") - - console.print(table) - - # Accuracy by question type + # Aggregate stats by question type type_stats = {} - for result in results: - qtype = result["question_type"] - if qtype not in type_stats: - type_stats[qtype] = {"total": 0, "correct": 0} - type_stats[qtype]["total"] += 1 - type_stats[qtype]["correct"] += result["score"] - type_table = Table(title="Performance by Question Type") - type_table.add_column("Question Type", style="cyan") - type_table.add_column("Total", style="yellow") - type_table.add_column("Correct", style="green") - type_table.add_column("Accuracy", style="green") + for item_result in results['item_results']: + metrics = item_result['metrics'] + by_category = metrics.get('category_stats', {}) + + for qtype, stats in by_category.items(): + if qtype not in type_stats: + type_stats[qtype] = {'total': 0, 'correct': 0} + type_stats[qtype]['total'] += stats['total'] + type_stats[qtype]['correct'] += stats['correct'] + + # Display table + table = Table(title="Performance by Question Type") + table.add_column("Question Type", style="cyan") + table.add_column("Total", justify="right", style="yellow") + table.add_column("Correct", justify="right", style="green") + table.add_column("Accuracy", justify="right", style="magenta") for qtype, stats in sorted(type_stats.items()): - acc = (stats["correct"] / stats["total"] * 100) if stats["total"] > 0 else 0 - type_table.add_row( + acc = (stats['correct'] / stats['total'] * 100) if stats['total'] > 0 else 0 + table.add_row( qtype, - str(stats["total"]), - str(stats["correct"]), - f"{acc:.2f}%" + str(stats['total']), + str(stats['correct']), + f"{acc:.1f}%" ) console.print("\n") - console.print(type_table) + console.print(table) if __name__ == "__main__": - args = parse_args() - run_benchmark(args) + parser = argparse.ArgumentParser(description="Run LongMemEval benchmark") + parser.add_argument( + "--max-instances", + type=int, + default=None, + help="Limit number of instances to evaluate (default: all 500)" + ) + parser.add_argument( + "--max-questions", + type=int, + default=None, + help="Limit number of questions per instance (for quick testing)" + ) + parser.add_argument( + "--thinking-budget", + type=int, + default=100, + help="Thinking budget for spreading activation search" + ) + parser.add_argument( + "--top-k", + type=int, + default=20, + help="Number of memory units to retrieve per query" + ) + parser.add_argument( + "--skip-ingestion", + action="store_true", + help="Skip ingestion and use existing data" + ) + + args = parser.parse_args() + + results = asyncio.run(run_benchmark( + max_instances=args.max_instances, + max_questions_per_instance=args.max_questions, + thinking_budget=args.thinking_budget, + top_k=args.top_k, + skip_ingestion=args.skip_ingestion + )) diff --git a/examples/trace_example.py b/examples/trace_example.py new file mode 100644 index 00000000..76304afb --- /dev/null +++ b/examples/trace_example.py @@ -0,0 +1,180 @@ +""" +Example demonstrating search tracing functionality. + +This script shows how to: +1. Enable search tracing +2. Retrieve the trace object +3. Export trace to JSON for visualization +""" +import asyncio +import json +from datetime import datetime, timezone +from memory import TemporalSemanticMemory + + +async def main(): + """Run the trace example.""" + # Initialize memory system + memory = TemporalSemanticMemory() + + try: + # Create a test agent + agent_id = f"trace_demo_{datetime.now(timezone.utc).timestamp()}" + + print("=" * 70) + print("SEARCH TRACE EXAMPLE") + print("=" * 70) + + # Store some test memories + print("\n1. Storing test memories...") + await memory.put_async( + agent_id=agent_id, + content="Alice works at Google as a software engineer in Mountain View", + context="conversation", + ) + await memory.put_async( + agent_id=agent_id, + content="Bob also works at Google but in the New York office", + context="conversation", + ) + await memory.put_async( + agent_id=agent_id, + content="Charlie founded TechCorp, a startup in San Francisco", + context="conversation", + ) + await memory.put_async( + agent_id=agent_id, + content="Alice and Bob met at a Google conference last year", + context="conversation", + ) + print(" ✓ 4 memories stored") + + # Perform search with tracing enabled + print("\n2. Searching with trace enabled...") + query = "Who works at Google?" + + results, trace = await memory.search_async( + agent_id=agent_id, + query=query, + thinking_budget=30, + top_k=5, + enable_trace=True, + ) + + print(f" ✓ Search completed") + + # Display trace summary + print("\n3. Trace Summary:") + print(f" - Query: {trace.query.query_text}") + print(f" - Thinking budget: {trace.query.thinking_budget}") + print(f" - Entry points found: {len(trace.entry_points)}") + print(f" - Total nodes visited: {trace.summary.total_nodes_visited}") + print(f" - Total nodes pruned: {trace.summary.total_nodes_pruned}") + print(f" - Budget used: {trace.summary.budget_used}") + print(f" - Budget remaining: {trace.summary.budget_remaining}") + print(f" - Results returned: {trace.summary.results_returned}") + print(f" - Total duration: {trace.summary.total_duration_seconds:.3f}s") + print(f" - Temporal links followed: {trace.summary.temporal_links_followed}") + print(f" - Semantic links followed: {trace.summary.semantic_links_followed}") + print(f" - Entity links followed: {trace.summary.entity_links_followed}") + + # Show entry points + print("\n4. Entry Points:") + for ep in trace.entry_points: + print(f" [{ep.rank}] {ep.text[:60]}... (similarity: {ep.similarity_score:.3f})") + + # Show visited nodes with their paths + print("\n5. Search Path (First 5 visits):") + for i, visit in enumerate(trace.visits[:5], 1): + indent = " " + if visit.is_entry_point: + print(f"{indent}[{i}] ENTRY POINT: {visit.text[:60]}...") + else: + parent = f"from {visit.parent_node_id[:8]}" if visit.parent_node_id else "?" + link_info = f"via {visit.link_type}" if visit.link_type else "" + print(f"{indent}[{i}] {parent} {link_info}: {visit.text[:60]}...") + + print(f"{indent} - Activation: {visit.weights.activation:.3f}") + print(f"{indent} - Semantic sim: {visit.weights.semantic_similarity:.3f}") + print(f"{indent} - Recency: {visit.weights.recency:.3f}") + print(f"{indent} - Final weight: {visit.weights.final_weight:.3f}") + + if visit.neighbors_explored: + followed = sum(1 for n in visit.neighbors_explored if n.followed) + pruned = len(visit.neighbors_explored) - followed + print(f"{indent} - Neighbors: {followed} followed, {pruned} pruned") + + # Show pruning decisions + if trace.pruned: + print(f"\n6. Pruning Decisions (showing first 5 of {len(trace.pruned)}):") + for prune in trace.pruned[:5]: + print(f" - Node {prune.node_id[:8]}: {prune.reason} (activation: {prune.activation:.3f})") + + # Show phase metrics + print("\n7. Phase Metrics:") + for pm in trace.summary.phase_metrics: + print(f" - {pm.phase_name}: {pm.duration_seconds:.3f}s") + if pm.details: + for key, value in pm.details.items(): + if isinstance(value, float): + print(f" • {key}: {value:.3f}") + else: + print(f" • {key}: {value}") + + # Export to JSON + print("\n8. Exporting trace to JSON...") + trace_json = trace.to_json() + output_file = f"trace_{agent_id}.json" + with open(output_file, "w") as f: + f.write(trace_json) + print(f" ✓ Trace saved to: {output_file}") + print(f" ✓ JSON size: {len(trace_json):,} bytes") + + # Show search results + print("\n9. Search Results:") + for i, result in enumerate(results, 1): + print(f" [{i}] {result['text'][:70]}...") + print(f" Weight: {result['weight']:.3f} " + f"(act: {result['activation']:.2f}, " + f"sem: {result['semantic_similarity']:.2f}, " + f"rec: {result['recency']:.2f})") + + # Test helper methods + print("\n10. Testing Helper Methods:") + + # Get path to first result + if results: + first_result_id = results[0]['id'] + path = trace.get_search_path_to_node(first_result_id) + print(f" - Path to top result has {len(path)} steps") + + # Count nodes by link type + temporal_nodes = trace.get_nodes_by_link_type("temporal") + semantic_nodes = trace.get_nodes_by_link_type("semantic") + entity_nodes = trace.get_nodes_by_link_type("entity") + print(f" - Nodes reached via temporal links: {len(temporal_nodes)}") + print(f" - Nodes reached via semantic links: {len(semantic_nodes)}") + print(f" - Nodes reached via entity links: {len(entity_nodes)}") + + print("\n" + "=" * 70) + print("TRACE EXAMPLE COMPLETE!") + print("=" * 70) + print(f"\nYou can now build a visualization using the trace data in:") + print(f" {output_file}") + print("\nThe trace contains:") + print(f" - Complete search path with all nodes visited") + print(f" - Weight calculations for each node") + print(f" - Link information (type, weight, whether followed)") + print(f" - Pruning decisions with reasons") + print(f" - Performance metrics for each phase") + + # Cleanup + print("\nCleaning up test agent...") + await memory.delete_agent(agent_id) + + finally: + await memory.close() + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/lib/bindings/utils.js b/lib/bindings/utils.js deleted file mode 100644 index 088effe2..00000000 --- a/lib/bindings/utils.js +++ /dev/null @@ -1,189 +0,0 @@ -function neighbourhoodHighlight(params) { - // console.log("in nieghbourhoodhighlight"); - allNodes = nodes.get({ returnType: "Object" }); - // originalNodes = JSON.parse(JSON.stringify(allNodes)); - // if something is selected: - if (params.nodes.length > 0) { - highlightActive = true; - var i, j; - var selectedNode = params.nodes[0]; - var degrees = 2; - - // mark all nodes as hard to read. - for (let nodeId in allNodes) { - // nodeColors[nodeId] = allNodes[nodeId].color; - allNodes[nodeId].color = "rgba(200,200,200,0.5)"; - if (allNodes[nodeId].hiddenLabel === undefined) { - allNodes[nodeId].hiddenLabel = allNodes[nodeId].label; - allNodes[nodeId].label = undefined; - } - } - var connectedNodes = network.getConnectedNodes(selectedNode); - var allConnectedNodes = []; - - // get the second degree nodes - for (i = 1; i < degrees; i++) { - for (j = 0; j < connectedNodes.length; j++) { - allConnectedNodes = allConnectedNodes.concat( - network.getConnectedNodes(connectedNodes[j]) - ); - } - } - - // all second degree nodes get a different color and their label back - for (i = 0; i < allConnectedNodes.length; i++) { - // allNodes[allConnectedNodes[i]].color = "pink"; - allNodes[allConnectedNodes[i]].color = "rgba(150,150,150,0.75)"; - if (allNodes[allConnectedNodes[i]].hiddenLabel !== undefined) { - allNodes[allConnectedNodes[i]].label = - allNodes[allConnectedNodes[i]].hiddenLabel; - allNodes[allConnectedNodes[i]].hiddenLabel = undefined; - } - } - - // all first degree nodes get their own color and their label back - for (i = 0; i < connectedNodes.length; i++) { - // allNodes[connectedNodes[i]].color = undefined; - allNodes[connectedNodes[i]].color = nodeColors[connectedNodes[i]]; - if (allNodes[connectedNodes[i]].hiddenLabel !== undefined) { - allNodes[connectedNodes[i]].label = - allNodes[connectedNodes[i]].hiddenLabel; - allNodes[connectedNodes[i]].hiddenLabel = undefined; - } - } - - // the main node gets its own color and its label back. - // allNodes[selectedNode].color = undefined; - allNodes[selectedNode].color = nodeColors[selectedNode]; - if (allNodes[selectedNode].hiddenLabel !== undefined) { - allNodes[selectedNode].label = allNodes[selectedNode].hiddenLabel; - allNodes[selectedNode].hiddenLabel = undefined; - } - } else if (highlightActive === true) { - // console.log("highlightActive was true"); - // reset all nodes - for (let nodeId in allNodes) { - // allNodes[nodeId].color = "purple"; - allNodes[nodeId].color = nodeColors[nodeId]; - // delete allNodes[nodeId].color; - if (allNodes[nodeId].hiddenLabel !== undefined) { - allNodes[nodeId].label = allNodes[nodeId].hiddenLabel; - allNodes[nodeId].hiddenLabel = undefined; - } - } - highlightActive = false; - } - - // transform the object into an array - var updateArray = []; - if (params.nodes.length > 0) { - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - // console.log(allNodes[nodeId]); - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } else { - // console.log("Nothing was selected"); - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - // console.log(allNodes[nodeId]); - // allNodes[nodeId].color = {}; - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } -} - -function filterHighlight(params) { - allNodes = nodes.get({ returnType: "Object" }); - // if something is selected: - if (params.nodes.length > 0) { - filterActive = true; - let selectedNodes = params.nodes; - - // hiding all nodes and saving the label - for (let nodeId in allNodes) { - allNodes[nodeId].hidden = true; - if (allNodes[nodeId].savedLabel === undefined) { - allNodes[nodeId].savedLabel = allNodes[nodeId].label; - allNodes[nodeId].label = undefined; - } - } - - for (let i=0; i < selectedNodes.length; i++) { - allNodes[selectedNodes[i]].hidden = false; - if (allNodes[selectedNodes[i]].savedLabel !== undefined) { - allNodes[selectedNodes[i]].label = allNodes[selectedNodes[i]].savedLabel; - allNodes[selectedNodes[i]].savedLabel = undefined; - } - } - - } else if (filterActive === true) { - // reset all nodes - for (let nodeId in allNodes) { - allNodes[nodeId].hidden = false; - if (allNodes[nodeId].savedLabel !== undefined) { - allNodes[nodeId].label = allNodes[nodeId].savedLabel; - allNodes[nodeId].savedLabel = undefined; - } - } - filterActive = false; - } - - // transform the object into an array - var updateArray = []; - if (params.nodes.length > 0) { - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } else { - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } -} - -function selectNode(nodes) { - network.selectNodes(nodes); - neighbourhoodHighlight({ nodes: nodes }); - return nodes; -} - -function selectNodes(nodes) { - network.selectNodes(nodes); - filterHighlight({nodes: nodes}); - return nodes; -} - -function highlightFilter(filter) { - let selectedNodes = [] - let selectedProp = filter['property'] - if (filter['item'] === 'node') { - let allNodes = nodes.get({ returnType: "Object" }); - for (let nodeId in allNodes) { - if (allNodes[nodeId][selectedProp] && filter['value'].includes((allNodes[nodeId][selectedProp]).toString())) { - selectedNodes.push(nodeId) - } - } - } - else if (filter['item'] === 'edge'){ - let allEdges = edges.get({returnType: 'object'}); - // 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i=this -if(Array.isArray(e))return i.addOptions(e,t),!1 -const s=q(e[i.settings.valueField]) -return null!==s&&!i.options.hasOwnProperty(s)&&(e.$order=e.$order||++i.order,e.$id=i.inputId+"-opt-"+e.$order,i.options[s]=e,i.lastQuery=null,t&&(i.userOptions[s]=t,i.trigger("option_add",s,e)),s)}addOptions(e,t=!1){y(e,(e=>{this.addOption(e,t)}))}registerOption(e){return this.addOption(e)}registerOptionGroup(e){var t=q(e[this.settings.optgroupValueField]) -return null!==t&&(e.$order=e.$order||++this.order,this.optgroups[t]=e,t)}addOptionGroup(e,t){var i -t[this.settings.optgroupValueField]=e,(i=this.registerOptionGroup(t))&&this.trigger("optgroup_add",i,t)}removeOptionGroup(e){this.optgroups.hasOwnProperty(e)&&(delete this.optgroups[e],this.clearCache(),this.trigger("optgroup_remove",e))}clearOptionGroups(){this.optgroups={},this.clearCache(),this.trigger("optgroup_clear")}updateOption(e,t){const i=this -var s,n -const o=q(e),r=q(t[i.settings.valueField]) -if(null===o)return 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s=e.wrapper.classList -var n -s.toggle("focus",e.isFocused),s.toggle("disabled",e.isDisabled),s.toggle("required",e.isRequired),s.toggle("invalid",!e.isValid),s.toggle("locked",i),s.toggle("full",t),s.toggle("input-active",e.isFocused&&!e.isInputHidden),s.toggle("dropdown-active",e.isOpen),s.toggle("has-options",(n=e.options,0===Object.keys(n).length)),s.toggle("has-items",e.items.length>0)}refreshValidityState(){var e=this -e.input.checkValidity&&(e.isValid=e.input.checkValidity(),e.isInvalid=!e.isValid)}isFull(){return null!==this.settings.maxItems&&this.items.length>=this.settings.maxItems}updateOriginalInput(e={}){const t=this -var i,s -const n=t.input.querySelector('option[value=""]') -if(t.is_select_tag){const e=[] -function o(i,s,o){return i||(i=w('")),i!=n&&t.input.append(i),e.push(i),i.selected=!0,i}t.input.querySelectorAll("option:checked").forEach((e=>{e.selected=!1})),0==t.items.length&&"single"==t.settings.mode?o(n,"",""):t.items.forEach((n=>{if(i=t.options[n],s=i[t.settings.labelField]||"",e.includes(i.$option)){o(t.input.querySelector(`option[value="${Q(n)}"]:not(:checked)`),n,s)}else i.$option=o(i.$option,n,s)}))}else t.input.value=t.getValue() -t.isSetup&&(e.silent||t.trigger("change",t.getValue()))}open(){var e=this -e.isLocked||e.isOpen||"multi"===e.settings.mode&&e.isFull()||(e.isOpen=!0,P(e.focus_node,{"aria-expanded":"true"}),e.refreshState(),I(e.dropdown,{visibility:"hidden",display:"block"}),e.positionDropdown(),I(e.dropdown,{visibility:"visible",display:"block"}),e.focus(),e.trigger("dropdown_open",e.dropdown))}close(e=!0){var t=this,i=t.isOpen -e&&(t.setTextboxValue(),"single"===t.settings.mode&&t.items.length&&t.hideInput()),t.isOpen=!1,P(t.focus_node,{"aria-expanded":"false"}),I(t.dropdown,{display:"none"}),t.settings.hideSelected&&t.clearActiveOption(),t.refreshState(),i&&t.trigger("dropdown_close",t.dropdown)}positionDropdown(){if("body"===this.settings.dropdownParent){var e=this.control,t=e.getBoundingClientRect(),i=e.offsetHeight+t.top+window.scrollY,s=t.left+window.scrollX -I(this.dropdown,{width:t.width+"px",top:i+"px",left:s+"px"})}}clear(e){var t=this -if(t.items.length){var i=t.controlChildren() -y(i,(e=>{t.removeItem(e,!0)})),t.showInput(),e||t.updateOriginalInput(),t.trigger("clear")}}insertAtCaret(e){const t=this,i=t.caretPos,s=t.control -s.insertBefore(e,s.children[i]),t.setCaret(i+1)}deleteSelection(e){var t,i,s,n,o,r=this -t=e&&8===e.keyCode?-1:1,i={start:(o=r.control_input).selectionStart||0,length:(o.selectionEnd||0)-(o.selectionStart||0)} -const l=[] -if(r.activeItems.length)n=F(r.activeItems,t),s=L(n),t>0&&s++,y(r.activeItems,(e=>l.push(e))) -else if((r.isFocused||"single"===r.settings.mode)&&r.items.length){const e=r.controlChildren() -t<0&&0===i.start&&0===i.length?l.push(e[r.caretPos-1]):t>0&&i.start===r.inputValue().length&&l.push(e[r.caretPos])}const a=l.map((e=>e.dataset.value)) -if(!a.length||"function"==typeof r.settings.onDelete&&!1===r.settings.onDelete.call(r,a,e))return!1 -for(H(e,!0),void 0!==s&&r.setCaret(s);l.length;)r.removeItem(l.pop()) -return r.showInput(),r.positionDropdown(),r.refreshOptions(!1),!0}advanceSelection(e,t){var i,s,n=this -n.rtl&&(e*=-1),n.inputValue().length||(K(V,t)||K("shiftKey",t)?(s=(i=n.getLastActive(e))?i.classList.contains("active")?n.getAdjacent(i,e,"item"):i:e>0?n.control_input.nextElementSibling:n.control_input.previousElementSibling)&&(s.classList.contains("active")&&n.removeActiveItem(i),n.setActiveItemClass(s)):n.moveCaret(e))}moveCaret(e){}getLastActive(e){let t=this.control.querySelector(".last-active") -if(t)return t -var i=this.control.querySelectorAll(".active") -return i?F(i,e):void 0}setCaret(e){this.caretPos=this.items.length}controlChildren(){return Array.from(this.control.querySelectorAll("[data-ts-item]"))}lock(){this.close(),this.isLocked=!0,this.refreshState()}unlock(){this.isLocked=!1,this.refreshState()}disable(){var e=this -e.input.disabled=!0,e.control_input.disabled=!0,e.focus_node.tabIndex=-1,e.isDisabled=!0,e.lock()}enable(){var e=this -e.input.disabled=!1,e.control_input.disabled=!1,e.focus_node.tabIndex=e.tabIndex,e.isDisabled=!1,e.unlock()}destroy(){var e=this,t=e.revertSettings -e.trigger("destroy"),e.off(),e.wrapper.remove(),e.dropdown.remove(),e.input.innerHTML=t.innerHTML,e.input.tabIndex=t.tabIndex,S(e.input,"tomselected","ts-hidden-accessible"),e._destroy(),delete e.input.tomselect}render(e,t){return"function"!=typeof this.settings.render[e]?null:this._render(e,t)}_render(e,t){var i,s,n="" -const o=this -return"option"!==e&&"item"!=e||(n=D(t[o.settings.valueField])),null==(s=o.settings.render[e].call(this,t,N))||(s=w(s),"option"===e||"option_create"===e?t[o.settings.disabledField]?P(s,{"aria-disabled":"true"}):P(s,{"data-selectable":""}):"optgroup"===e&&(i=t.group[o.settings.optgroupValueField],P(s,{"data-group":i}),t.group[o.settings.disabledField]&&P(s,{"data-disabled":""})),"option"!==e&&"item"!==e||(P(s,{"data-value":n}),"item"===e?(C(s,o.settings.itemClass),P(s,{"data-ts-item":""})):(C(s,o.settings.optionClass),P(s,{role:"option",id:t.$id}),o.options[n].$div=s))),s}clearCache(){y(this.options,((e,t)=>{e.$div&&(e.$div.remove(),delete e.$div)}))}uncacheValue(e){const t=this.getOption(e) -t&&t.remove()}canCreate(e){return this.settings.create&&e.length>0&&this.settings.createFilter.call(this,e)}hook(e,t,i){var s=this,n=s[t] -s[t]=function(){var t,o -return"after"===e&&(t=n.apply(s,arguments)),o=i.apply(s,arguments),"instead"===e?o:("before"===e&&(t=n.apply(s,arguments)),t)}}}return J.define("change_listener",(function(){B(this.input,"change",(()=>{this.sync()}))})),J.define("checkbox_options",(function(){var e=this,t=e.onOptionSelect -e.settings.hideSelected=!1 -var i=function(e){setTimeout((()=>{var t=e.querySelector("input") -e.classList.contains("selected")?t.checked=!0:t.checked=!1}),1)} -e.hook("after","setupTemplates",(()=>{var t=e.settings.render.option -e.settings.render.option=(i,s)=>{var n=w(t.call(e,i,s)),o=document.createElement("input") -o.addEventListener("click",(function(e){H(e)})),o.type="checkbox" -const r=q(i[e.settings.valueField]) -return r&&e.items.indexOf(r)>-1&&(o.checked=!0),n.prepend(o),n}})),e.on("item_remove",(t=>{var s=e.getOption(t) -s&&(s.classList.remove("selected"),i(s))})),e.hook("instead","onOptionSelect",((s,n)=>{if(n.classList.contains("selected"))return n.classList.remove("selected"),e.removeItem(n.dataset.value),e.refreshOptions(),void H(s,!0) -t.call(e,s,n),i(n)}))})),J.define("clear_button",(function(e){const t=this,i=Object.assign({className:"clear-button",title:"Clear All",html:e=>`
×
`},e) -t.on("initialize",(()=>{var e=w(i.html(i)) -e.addEventListener("click",(e=>{t.clear(),"single"===t.settings.mode&&t.settings.allowEmptyOption&&t.addItem(""),e.preventDefault(),e.stopPropagation()})),t.control.appendChild(e)}))})),J.define("drag_drop",(function(){var e=this -if(!$.fn.sortable)throw new Error('The "drag_drop" plugin requires jQuery UI "sortable".') -if("multi"===e.settings.mode){var t=e.lock,i=e.unlock -e.hook("instead","lock",(()=>{var i=$(e.control).data("sortable") -return i&&i.disable(),t.call(e)})),e.hook("instead","unlock",(()=>{var t=$(e.control).data("sortable") -return t&&t.enable(),i.call(e)})),e.on("initialize",(()=>{var t=$(e.control).sortable({items:"[data-value]",forcePlaceholderSize:!0,disabled:e.isLocked,start:(e,i)=>{i.placeholder.css("width",i.helper.css("width")),t.css({overflow:"visible"})},stop:()=>{t.css({overflow:"hidden"}) -var i=[] -t.children("[data-value]").each((function(){this.dataset.value&&i.push(this.dataset.value)})),e.setValue(i)}})}))}})),J.define("dropdown_header",(function(e){const t=this,i=Object.assign({title:"Untitled",headerClass:"dropdown-header",titleRowClass:"dropdown-header-title",labelClass:"dropdown-header-label",closeClass:"dropdown-header-close",html:e=>'
'+e.title+'×
'},e) -t.on("initialize",(()=>{var e=w(i.html(i)),s=e.querySelector("."+i.closeClass) -s&&s.addEventListener("click",(e=>{H(e,!0),t.close()})),t.dropdown.insertBefore(e,t.dropdown.firstChild)}))})),J.define("caret_position",(function(){var e=this -e.hook("instead","setCaret",(t=>{"single"!==e.settings.mode&&e.control.contains(e.control_input)?(t=Math.max(0,Math.min(e.items.length,t)))==e.caretPos||e.isPending||e.controlChildren().forEach(((i,s)=>{s{if(!e.isFocused)return -const i=e.getLastActive(t) -if(i){const s=L(i) -e.setCaret(t>0?s+1:s),e.setActiveItem()}else e.setCaret(e.caretPos+t)}))})),J.define("dropdown_input",(function(){var e=this -e.settings.shouldOpen=!0,e.hook("before","setup",(()=>{e.focus_node=e.control,C(e.control_input,"dropdown-input") -const t=w('
') -t.append(e.control_input),e.dropdown.insertBefore(t,e.dropdown.firstChild)})),e.on("initialize",(()=>{e.control_input.addEventListener("keydown",(t=>{switch(t.keyCode){case 27:return e.isOpen&&(H(t,!0),e.close()),void e.clearActiveItems() -case 9:e.focus_node.tabIndex=-1}return e.onKeyDown.call(e,t)})),e.on("blur",(()=>{e.focus_node.tabIndex=e.isDisabled?-1:e.tabIndex})),e.on("dropdown_open",(()=>{e.control_input.focus()})) -const t=e.onBlur -e.hook("instead","onBlur",(i=>{if(!i||i.relatedTarget!=e.control_input)return t.call(e)})),B(e.control_input,"blur",(()=>e.onBlur())),e.hook("before","close",(()=>{e.isOpen&&e.focus_node.focus()}))}))})),J.define("input_autogrow",(function(){var e=this -e.on("initialize",(()=>{var t=document.createElement("span"),i=e.control_input -t.style.cssText="position:absolute; top:-99999px; left:-99999px; width:auto; padding:0; white-space:pre; ",e.wrapper.appendChild(t) -for(const e of["letterSpacing","fontSize","fontFamily","fontWeight","textTransform"])t.style[e]=i.style[e] -var s=()=>{e.items.length>0?(t.textContent=i.value,i.style.width=t.clientWidth+"px"):i.style.width=""} -s(),e.on("update item_add item_remove",s),B(i,"input",s),B(i,"keyup",s),B(i,"blur",s),B(i,"update",s)}))})),J.define("no_backspace_delete",(function(){var e=this,t=e.deleteSelection -this.hook("instead","deleteSelection",(i=>!!e.activeItems.length&&t.call(e,i)))})),J.define("no_active_items",(function(){this.hook("instead","setActiveItem",(()=>{})),this.hook("instead","selectAll",(()=>{}))})),J.define("optgroup_columns",(function(){var e=this,t=e.onKeyDown -e.hook("instead","onKeyDown",(i=>{var s,n,o,r -if(!e.isOpen||37!==i.keyCode&&39!==i.keyCode)return t.call(e,i) -r=k(e.activeOption,"[data-group]"),s=L(e.activeOption,"[data-selectable]"),r&&(r=37===i.keyCode?r.previousSibling:r.nextSibling)&&(n=(o=r.querySelectorAll("[data-selectable]"))[Math.min(o.length-1,s)])&&e.setActiveOption(n)}))})),J.define("remove_button",(function(e){const t=Object.assign({label:"×",title:"Remove",className:"remove",append:!0},e) -var i=this -if(t.append){var s=''+t.label+"" -i.hook("after","setupTemplates",(()=>{var e=i.settings.render.item -i.settings.render.item=(t,n)=>{var o=w(e.call(i,t,n)),r=w(s) -return o.appendChild(r),B(r,"mousedown",(e=>{H(e,!0)})),B(r,"click",(e=>{if(H(e,!0),!i.isLocked){var t=o.dataset.value -i.removeItem(t),i.refreshOptions(!1)}})),o}}))}})),J.define("restore_on_backspace",(function(e){const t=this,i=Object.assign({text:e=>e[t.settings.labelField]},e) -t.on("item_remove",(function(e){if(""===t.control_input.value.trim()){var s=t.options[e] -s&&t.setTextboxValue(i.text.call(t,s))}}))})),J.define("virtual_scroll",(function(){const e=this,t=e.canLoad,i=e.clearActiveOption,s=e.loadCallback -var n,o={},r=!1 -if(!e.settings.firstUrl)throw"virtual_scroll plugin requires a firstUrl() method" -function l(t){return!("number"==typeof e.settings.maxOptions&&n.children.length>=e.settings.maxOptions)&&!(!(t in o)||!o[t])}e.settings.sortField=[{field:"$order"},{field:"$score"}],e.setNextUrl=function(e,t){o[e]=t},e.getUrl=function(t){if(t in o){const e=o[t] -return o[t]=!1,e}return o={},e.settings.firstUrl(t)},e.hook("instead","clearActiveOption",(()=>{if(!r)return i.call(e)})),e.hook("instead","canLoad",(i=>i in o?l(i):t.call(e,i))),e.hook("instead","loadCallback",((t,i)=>{r||e.clearOptions(),s.call(e,t,i),r=!1})),e.hook("after","refreshOptions",(()=>{const t=e.lastValue -var i -l(t)?(i=e.render("loading_more",{query:t}))&&i.setAttribute("data-selectable",""):t in o&&!n.querySelector(".no-results")&&(i=e.render("no_more_results",{query:t})),i&&(C(i,e.settings.optionClass),n.append(i))})),e.on("initialize",(()=>{n=e.dropdown_content,e.settings.render=Object.assign({},{loading_more:function(){return'
Loading more results ...
'},no_more_results:function(){return'
No more results
'}},e.settings.render),n.addEventListener("scroll",(function(){n.clientHeight/(n.scrollHeight-n.scrollTop)<.95||l(e.lastValue)&&(r||(r=!0,e.load.call(e,e.lastValue)))}))}))})),J})) -var tomSelect=function(e,t){return new TomSelect(e,t)} -//# sourceMappingURL=tom-select.complete.min.js.map diff --git a/lib/tom-select/tom-select.css b/lib/tom-select/tom-select.css deleted file mode 100644 index 5ec4f726..00000000 --- a/lib/tom-select/tom-select.css +++ /dev/null @@ -1,334 +0,0 @@ -/** - * tom-select.css (v2.0.0-rc.4) - * Copyright (c) contributors - * - * Licensed under the Apache License, Version 2.0 (the "License"); you may not use this - * file except in compliance with the License. You may obtain a copy of the License at: - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software distributed under - * the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF - * ANY KIND, either express or implied. See the License for the specific language - * governing permissions and limitations under the License. - * - */ -.ts-wrapper.plugin-drag_drop.multi > .ts-control > div.ui-sortable-placeholder { - visibility: visible !important; - background: #f2f2f2 !important; - background: rgba(0, 0, 0, 0.06) !important; - border: 0 none !important; - box-shadow: inset 0 0 12px 4px #fff; } - -.ts-wrapper.plugin-drag_drop .ui-sortable-placeholder::after { - content: '!'; - visibility: hidden; } - -.ts-wrapper.plugin-drag_drop .ui-sortable-helper { - box-shadow: 0 2px 5px rgba(0, 0, 0, 0.2); } - -.plugin-checkbox_options .option input { - margin-right: 0.5rem; } - -.plugin-clear_button .ts-control { - padding-right: calc( 1em + (3 * 6px)) !important; } - -.plugin-clear_button .clear-button { - opacity: 0; - position: absolute; - top: 8px; - right: calc(8px - 6px); - margin-right: 0 !important; - background: transparent !important; - transition: opacity 0.5s; - cursor: pointer; } - -.plugin-clear_button.single .clear-button { - right: calc(8px - 6px + 2rem); } - -.plugin-clear_button.focus.has-items .clear-button, -.plugin-clear_button:hover.has-items .clear-button { - opacity: 1; } - -.ts-wrapper .dropdown-header { - position: relative; - padding: 10px 8px; - border-bottom: 1px solid #d0d0d0; - background: #f8f8f8; - border-radius: 3px 3px 0 0; } - -.ts-wrapper .dropdown-header-close { - position: absolute; - right: 8px; - top: 50%; - color: #303030; - opacity: 0.4; - margin-top: -12px; - line-height: 20px; - font-size: 20px !important; } - -.ts-wrapper .dropdown-header-close:hover { - color: black; } - -.plugin-dropdown_input.focus.dropdown-active .ts-control { - box-shadow: none; - border: 1px solid #d0d0d0; } - -.plugin-dropdown_input .dropdown-input { - border: 1px solid #d0d0d0; - border-width: 0 0 1px 0; - display: block; - padding: 8px 8px; - box-shadow: none; - width: 100%; - background: transparent; } - -.ts-wrapper.plugin-input_autogrow.has-items .ts-control > input { - min-width: 0; } - -.ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input { - flex: none; - min-width: 4px; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::-webkit-input-placeholder { - color: transparent; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::-ms-input-placeholder { - color: transparent; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::placeholder { - color: transparent; } - -.ts-dropdown.plugin-optgroup_columns .ts-dropdown-content { - display: flex; } - -.ts-dropdown.plugin-optgroup_columns .optgroup { - border-right: 1px solid #f2f2f2; - border-top: 0 none; - flex-grow: 1; - flex-basis: 0; - min-width: 0; } - -.ts-dropdown.plugin-optgroup_columns .optgroup:last-child { - border-right: 0 none; } - -.ts-dropdown.plugin-optgroup_columns .optgroup:before { - display: none; } - -.ts-dropdown.plugin-optgroup_columns .optgroup-header { - border-top: 0 none; } - -.ts-wrapper.plugin-remove_button .item { - display: inline-flex; - align-items: center; - padding-right: 0 !important; } - -.ts-wrapper.plugin-remove_button .item .remove { - color: inherit; - text-decoration: none; - vertical-align: middle; - display: inline-block; - padding: 2px 6px; - border-left: 1px solid #d0d0d0; - border-radius: 0 2px 2px 0; - box-sizing: border-box; - margin-left: 6px; } - -.ts-wrapper.plugin-remove_button .item .remove:hover { - background: rgba(0, 0, 0, 0.05); } - -.ts-wrapper.plugin-remove_button .item.active .remove { - border-left-color: #cacaca; } - -.ts-wrapper.plugin-remove_button.disabled .item .remove:hover { - background: none; } - -.ts-wrapper.plugin-remove_button.disabled .item .remove { - border-left-color: white; } - -.ts-wrapper.plugin-remove_button .remove-single { - position: absolute; - right: 0; - top: 0; - font-size: 23px; } - -.ts-wrapper { - position: relative; } - -.ts-dropdown, -.ts-control, -.ts-control input { - color: #303030; - font-family: inherit; - font-size: 13px; - line-height: 18px; - font-smoothing: inherit; } - -.ts-control, -.ts-wrapper.single.input-active .ts-control { - background: #fff; - cursor: text; } - -.ts-control { - border: 1px solid #d0d0d0; - padding: 8px 8px; - width: 100%; - overflow: hidden; - position: relative; - z-index: 1; - box-sizing: border-box; - box-shadow: none; - border-radius: 3px; - display: flex; - flex-wrap: wrap; } - .ts-wrapper.multi.has-items .ts-control { - padding: calc( 8px - 2px - 0) 8px calc( 8px - 2px - 3px - 0); } - .full .ts-control { - background-color: #fff; } - .disabled .ts-control, - .disabled .ts-control * { - cursor: default !important; } - .focus .ts-control { - box-shadow: none; } - .ts-control > * { - vertical-align: baseline; - display: inline-block; } - .ts-wrapper.multi .ts-control > div { - cursor: pointer; - margin: 0 3px 3px 0; - padding: 2px 6px; - background: #f2f2f2; - color: #303030; - border: 0 solid #d0d0d0; } - .ts-wrapper.multi .ts-control > div.active { - background: #e8e8e8; - color: #303030; - border: 0 solid #cacaca; } - .ts-wrapper.multi.disabled .ts-control > div, .ts-wrapper.multi.disabled .ts-control > div.active { - color: #7d7c7c; - background: white; - border: 0 solid white; } - .ts-control > input { - flex: 1 1 auto; - min-width: 7rem; - display: inline-block !important; - padding: 0 !important; - min-height: 0 !important; - max-height: none !important; - max-width: 100% !important; - margin: 0 !important; - text-indent: 0 !important; - border: 0 none !important; - background: none !important; - line-height: inherit !important; - -webkit-user-select: auto !important; - -moz-user-select: auto !important; - -ms-user-select: auto !important; - user-select: auto !important; - box-shadow: none !important; } - .ts-control > input::-ms-clear { - display: none; } - .ts-control > input:focus { - outline: none !important; } - .has-items .ts-control > input { - margin: 0 4px !important; } - .ts-control.rtl { - text-align: right; } - .ts-control.rtl.single .ts-control:after { - left: 15px; - right: auto; } - .ts-control.rtl .ts-control > input { - margin: 0 4px 0 -2px !important; } - .disabled .ts-control { - opacity: 0.5; - background-color: #fafafa; } - .input-hidden .ts-control > input { - opacity: 0; - position: absolute; - left: -10000px; } - -.ts-dropdown { - position: absolute; - top: 100%; - left: 0; - width: 100%; - z-index: 10; - border: 1px solid #d0d0d0; - background: #fff; - margin: 0.25rem 0 0 0; - border-top: 0 none; - box-sizing: border-box; - box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); - border-radius: 0 0 3px 3px; } - .ts-dropdown [data-selectable] { - cursor: pointer; - overflow: hidden; } - .ts-dropdown [data-selectable] .highlight { - background: rgba(125, 168, 208, 0.2); - border-radius: 1px; } - .ts-dropdown .option, - .ts-dropdown .optgroup-header, - .ts-dropdown .no-results, - .ts-dropdown .create { - padding: 5px 8px; } - .ts-dropdown .option, .ts-dropdown [data-disabled], .ts-dropdown [data-disabled] [data-selectable].option { - cursor: inherit; - opacity: 0.5; } - .ts-dropdown [data-selectable].option { - opacity: 1; - cursor: pointer; } - .ts-dropdown .optgroup:first-child .optgroup-header { - border-top: 0 none; } - .ts-dropdown .optgroup-header { - color: #303030; - background: #fff; - cursor: default; } - .ts-dropdown .create:hover, - .ts-dropdown .option:hover, - .ts-dropdown .active { - background-color: #f5fafd; - color: #495c68; } - .ts-dropdown .create:hover.create, - .ts-dropdown .option:hover.create, - .ts-dropdown .active.create { - color: #495c68; } - .ts-dropdown .create { - color: rgba(48, 48, 48, 0.5); } - .ts-dropdown .spinner { - display: inline-block; - width: 30px; - height: 30px; - margin: 5px 8px; } - .ts-dropdown .spinner:after { - content: " "; - display: block; - width: 24px; - height: 24px; - margin: 3px; - border-radius: 50%; - border: 5px solid #d0d0d0; - border-color: #d0d0d0 transparent #d0d0d0 transparent; - animation: lds-dual-ring 1.2s linear infinite; } - -@keyframes lds-dual-ring { - 0% { - transform: rotate(0deg); } - 100% { - transform: rotate(360deg); } } - -.ts-dropdown-content { - overflow-y: auto; - overflow-x: hidden; - max-height: 200px; - overflow-scrolling: touch; - scroll-behavior: smooth; } - -.ts-hidden-accessible { - border: 0 !important; - clip: rect(0 0 0 0) !important; - -webkit-clip-path: inset(50%) !important; - clip-path: inset(50%) !important; - height: 1px !important; - overflow: hidden !important; - padding: 0 !important; - position: absolute !important; - width: 1px !important; - white-space: nowrap !important; } - -/*# sourceMappingURL=tom-select.css.map */ \ No newline at end of file diff --git a/lib/vis-9.1.2/vis-network.css b/lib/vis-9.1.2/vis-network.css deleted file mode 100644 index 8b03219b..00000000 --- a/lib/vis-9.1.2/vis-network.css +++ /dev/null @@ -1 +0,0 @@ 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div.vis-manipulation 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div.vis-manipulation div.vis-none:hover{box-shadow:1px 1px 8px transparent;cursor:default}div.vis-network div.vis-manipulation div.vis-none:active{box-shadow:1px 1px 8px transparent}div.vis-network div.vis-manipulation div.vis-none{line-height:23px;padding:0}div.vis-network div.vis-manipulation div.notification{font-weight:700;margin:2px}div.vis-network div.vis-manipulation 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div.vis-edit-mode button.vis-button.vis-edit,div.vis-network div.vis-manipulation button.vis-button.vis-edit{background-image:url("data:image/png;base64,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div.vis-edit-mode button.vis-button.vis-edit.vis-edit-mode{background-color:#fcfcfc;border:1px solid #ccc}div.vis-network div.vis-manipulation button.vis-button.vis-connect{background-image:url("data:image/png;base64,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div.vis-manipulation button.vis-button.vis-delete{background-image:url("data:image/png;base64,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- - - - -""" - - # Write HTML file - output_file = "memory_graph_interactive.html" - with open(output_file, 'w', encoding='utf-8') as f: - f.write(html_content) - - # Print summary - print(f"\n{'='*80}") - print("INTERACTIVE GRAPH GENERATED (Cytoscape.js)") - print(f"{'='*80}") - print(f"\nFile: {output_file}") - print(f"Units: {len(units)}") - print(f"Links: {len(links)}") - print("\nFeatures:") - print(" • Tab 1: Graph View - Fast interactive network (Cytoscape.js)") - print(" - Limit nodes (default: 50) for better performance") - print(" - Choose layout: Circle (fast), Grid (fast), or Force-directed") - print(" - Drag nodes, zoom, pan") - print(" - Hover for details") - print(" • Tab 2: Table View - Searchable memory units") - print(" - Filter by text, context, or entities") - print(" - Case-insensitive search") - print(" - Shows ALL nodes") - print(f"\n{'='*80}") - print(f"✓ Open {output_file} in your browser to explore!") - print(f" TIP: Start with 50 nodes and Circle layout for best performance") - print(f"{'='*80}\n") - - -if __name__ == "__main__": - create_interactive_graph() diff --git a/visualizations/lib/bindings/utils.js b/visualizations/lib/bindings/utils.js deleted file mode 100644 index 088effe2..00000000 --- a/visualizations/lib/bindings/utils.js +++ /dev/null @@ -1,189 +0,0 @@ -function neighbourhoodHighlight(params) { - // console.log("in nieghbourhoodhighlight"); - allNodes = nodes.get({ returnType: "Object" }); - // originalNodes = JSON.parse(JSON.stringify(allNodes)); - // if something is selected: - if (params.nodes.length > 0) { - highlightActive = true; - var i, j; - var selectedNode = params.nodes[0]; - var degrees = 2; - - // mark all nodes as hard to read. - for (let nodeId in allNodes) { - // nodeColors[nodeId] = allNodes[nodeId].color; - allNodes[nodeId].color = "rgba(200,200,200,0.5)"; - if (allNodes[nodeId].hiddenLabel === undefined) { - allNodes[nodeId].hiddenLabel = allNodes[nodeId].label; - allNodes[nodeId].label = undefined; - } - } - var connectedNodes = network.getConnectedNodes(selectedNode); - var allConnectedNodes = []; - - // get the second degree nodes - for (i = 1; i < degrees; i++) { - for (j = 0; j < connectedNodes.length; j++) { - allConnectedNodes = allConnectedNodes.concat( - network.getConnectedNodes(connectedNodes[j]) - ); - } - } - - // all second degree nodes get a different color and their label back - for (i = 0; i < allConnectedNodes.length; i++) { - // allNodes[allConnectedNodes[i]].color = "pink"; - allNodes[allConnectedNodes[i]].color = "rgba(150,150,150,0.75)"; - if (allNodes[allConnectedNodes[i]].hiddenLabel !== undefined) { - allNodes[allConnectedNodes[i]].label = - allNodes[allConnectedNodes[i]].hiddenLabel; - allNodes[allConnectedNodes[i]].hiddenLabel = undefined; - } - } - - // all first degree nodes get their own color and their label back - for (i = 0; i < connectedNodes.length; i++) { - // allNodes[connectedNodes[i]].color = undefined; - allNodes[connectedNodes[i]].color = nodeColors[connectedNodes[i]]; - if (allNodes[connectedNodes[i]].hiddenLabel !== undefined) { - allNodes[connectedNodes[i]].label = - allNodes[connectedNodes[i]].hiddenLabel; - allNodes[connectedNodes[i]].hiddenLabel = undefined; - } - } - - // the main node gets its own color and its label back. - // allNodes[selectedNode].color = undefined; - allNodes[selectedNode].color = nodeColors[selectedNode]; - if (allNodes[selectedNode].hiddenLabel !== undefined) { - allNodes[selectedNode].label = allNodes[selectedNode].hiddenLabel; - allNodes[selectedNode].hiddenLabel = undefined; - } - } else if (highlightActive === true) { - // console.log("highlightActive was true"); - // reset all nodes - for (let nodeId in allNodes) { - // allNodes[nodeId].color = "purple"; - allNodes[nodeId].color = nodeColors[nodeId]; - // delete allNodes[nodeId].color; - if (allNodes[nodeId].hiddenLabel !== undefined) { - allNodes[nodeId].label = allNodes[nodeId].hiddenLabel; - allNodes[nodeId].hiddenLabel = undefined; - } - } - highlightActive = false; - } - - // transform the object into an array - var updateArray = []; - if (params.nodes.length > 0) { - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - // console.log(allNodes[nodeId]); - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } else { - // console.log("Nothing was selected"); - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - // console.log(allNodes[nodeId]); - // allNodes[nodeId].color = {}; - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } -} - -function filterHighlight(params) { - allNodes = nodes.get({ returnType: "Object" }); - // if something is selected: - if (params.nodes.length > 0) { - filterActive = true; - let selectedNodes = params.nodes; - - // hiding all nodes and saving the label - for (let nodeId in allNodes) { - allNodes[nodeId].hidden = true; - if (allNodes[nodeId].savedLabel === undefined) { - allNodes[nodeId].savedLabel = allNodes[nodeId].label; - allNodes[nodeId].label = undefined; - } - } - - for (let i=0; i < selectedNodes.length; i++) { - allNodes[selectedNodes[i]].hidden = false; - if (allNodes[selectedNodes[i]].savedLabel !== undefined) { - allNodes[selectedNodes[i]].label = allNodes[selectedNodes[i]].savedLabel; - allNodes[selectedNodes[i]].savedLabel = undefined; - } - } - - } else if (filterActive === true) { - // reset all nodes - for (let nodeId in allNodes) { - allNodes[nodeId].hidden = false; - if (allNodes[nodeId].savedLabel !== undefined) { - allNodes[nodeId].label = allNodes[nodeId].savedLabel; - allNodes[nodeId].savedLabel = undefined; - } - } - filterActive = false; - } - - // transform the object into an array - var updateArray = []; - if (params.nodes.length > 0) { - for (let nodeId in allNodes) { - if (allNodes.hasOwnProperty(nodeId)) { - updateArray.push(allNodes[nodeId]); - } - } - nodes.update(updateArray); - } else { - for (let nodeId in allNodes) { 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t,i,s,n,o,r,l,a,c,d,p -const u={},h=[] -var g,f=this,v=f.inputValue(),m=f.search(v),O=f.activeOption,b=f.settings.shouldOpen||!1,w=f.dropdown_content -for(O&&(c=O.dataset.value,d=O.closest("[data-group]")),n=m.items.length,"number"==typeof f.settings.maxOptions&&(n=Math.min(n,f.settings.maxOptions)),n>0&&(b=!0),t=0;t0&&(l=l.cloneNode(!0),P(l,{id:n.$id+"-clone-"+i,"aria-selected":null}),l.classList.add("ts-cloned"),S(l,"active")),c==e&&d&&d.dataset.group===o&&(O=l),u[o].appendChild(l)}this.settings.lockOptgroupOrder&&h.sort(((e,t)=>(f.optgroups[e]&&f.optgroups[e].$order||0)-(f.optgroups[t]&&f.optgroups[t].$order||0))),l=document.createDocumentFragment(),y(h,(e=>{if(f.optgroups.hasOwnProperty(e)&&u[e].children.length){let t=document.createDocumentFragment(),i=f.render("optgroup_header",f.optgroups[e]) -G(t,i),G(t,u[e]) -let s=f.render("optgroup",{group:f.optgroups[e],options:t}) -G(l,s)}else G(l,u[e])})),w.innerHTML="",G(w,l),f.settings.highlight&&(g=w.querySelectorAll("span.highlight"),Array.prototype.forEach.call(g,(function(e){var t=e.parentNode -t.replaceChild(e.firstChild,e),t.normalize()})),m.query.length&&m.tokens.length&&y(m.tokens,(e=>{T(w,e.regex)}))) -var _=e=>{let t=f.render(e,{input:v}) -return t&&(b=!0,w.insertBefore(t,w.firstChild)),t} -if(f.loading?_("loading"):f.settings.shouldLoad.call(f,v)?0===m.items.length&&_("no_results"):_("not_loading"),(a=f.canCreate(v))&&(p=_("option_create")),f.hasOptions=m.items.length>0||a,b){if(m.items.length>0){if(!w.contains(O)&&"single"===f.settings.mode&&f.items.length&&(O=f.getOption(f.items[0])),!w.contains(O)){let e=0 -p&&!f.settings.addPrecedence&&(e=1),O=f.selectable()[e]}}else p&&(O=p) -e&&!f.isOpen&&(f.open(),f.scrollToOption(O,"auto")),f.setActiveOption(O)}else f.clearActiveOption(),e&&f.isOpen&&f.close(!1)}selectable(){return this.dropdown_content.querySelectorAll("[data-selectable]")}addOption(e,t=!1){const i=this -if(Array.isArray(e))return i.addOptions(e,t),!1 -const s=q(e[i.settings.valueField]) -return null!==s&&!i.options.hasOwnProperty(s)&&(e.$order=e.$order||++i.order,e.$id=i.inputId+"-opt-"+e.$order,i.options[s]=e,i.lastQuery=null,t&&(i.userOptions[s]=t,i.trigger("option_add",s,e)),s)}addOptions(e,t=!1){y(e,(e=>{this.addOption(e,t)}))}registerOption(e){return this.addOption(e)}registerOptionGroup(e){var t=q(e[this.settings.optgroupValueField]) -return null!==t&&(e.$order=e.$order||++this.order,this.optgroups[t]=e,t)}addOptionGroup(e,t){var i -t[this.settings.optgroupValueField]=e,(i=this.registerOptionGroup(t))&&this.trigger("optgroup_add",i,t)}removeOptionGroup(e){this.optgroups.hasOwnProperty(e)&&(delete this.optgroups[e],this.clearCache(),this.trigger("optgroup_remove",e))}clearOptionGroups(){this.optgroups={},this.clearCache(),this.trigger("optgroup_clear")}updateOption(e,t){const i=this -var s,n -const o=q(e),r=q(t[i.settings.valueField]) -if(null===o)return -if(!i.options.hasOwnProperty(o))return -if("string"!=typeof r)throw new Error("Value must be set in option data") -const l=i.getOption(o),a=i.getItem(o) -if(t.$order=t.$order||i.options[o].$order,delete i.options[o],i.uncacheValue(r),i.options[r]=t,l){if(i.dropdown_content.contains(l)){const e=i._render("option",t) -E(l,e),i.activeOption===l&&i.setActiveOption(e)}l.remove()}a&&(-1!==(n=i.items.indexOf(o))&&i.items.splice(n,1,r),s=i._render("item",t),a.classList.contains("active")&&C(s,"active"),E(a,s)),i.lastQuery=null}removeOption(e,t){const i=this -e=D(e),i.uncacheValue(e),delete i.userOptions[e],delete i.options[e],i.lastQuery=null,i.trigger("option_remove",e),i.removeItem(e,t)}clearOptions(){this.loadedSearches={},this.userOptions={},this.clearCache() -var e={} -y(this.options,((t,i)=>{this.items.indexOf(i)>=0&&(e[i]=this.options[i])})),this.options=this.sifter.items=e,this.lastQuery=null,this.trigger("option_clear")}getOption(e,t=!1){const i=q(e) -if(null!==i&&this.options.hasOwnProperty(i)){const e=this.options[i] -if(e.$div)return e.$div -if(t)return this._render("option",e)}return null}getAdjacent(e,t,i="option"){var s -if(!e)return null -s="item"==i?this.controlChildren():this.dropdown_content.querySelectorAll("[data-selectable]") -for(let i=0;i0?s[i+1]:s[i-1] -return null}getItem(e){if("object"==typeof e)return e -var t=q(e) -return null!==t?this.control.querySelector(`[data-value="${Q(t)}"]`):null}addItems(e,t){var i=this,s=Array.isArray(e)?e:[e] -for(let e=0,n=(s=s.filter((e=>-1===i.items.indexOf(e)))).length;e{var i,s -const n=this,o=n.settings.mode,r=q(e) 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-s=L(e),e.remove(),e.classList.contains("active")&&(n=i.activeItems.indexOf(e),i.activeItems.splice(n,1),S(e,"active")),i.items.splice(s,1),i.lastQuery=null,!i.settings.persist&&i.userOptions.hasOwnProperty(o)&&i.removeOption(o,t),s{})){var s,n=this,o=n.caretPos -if(e=e||n.inputValue(),!n.canCreate(e))return i(),!1 -n.lock() -var r=!1,l=e=>{if(n.unlock(),!e||"object"!=typeof e)return i() -var s=q(e[n.settings.valueField]) -if("string"!=typeof s)return i() -n.setTextboxValue(),n.addOption(e,!0),n.setCaret(o),n.addItem(s),n.refreshOptions(t&&"single"!==n.settings.mode),i(e),r=!0} -return s="function"==typeof n.settings.create?n.settings.create.call(this,e,l):{[n.settings.labelField]:e,[n.settings.valueField]:e},r||l(s),!0}refreshItems(){var e=this -e.lastQuery=null,e.isSetup&&e.addItems(e.items),e.updateOriginalInput(),e.refreshState()}refreshState(){const e=this -e.refreshValidityState() -const t=e.isFull(),i=e.isLocked -e.wrapper.classList.toggle("rtl",e.rtl) -const s=e.wrapper.classList -var n -s.toggle("focus",e.isFocused),s.toggle("disabled",e.isDisabled),s.toggle("required",e.isRequired),s.toggle("invalid",!e.isValid),s.toggle("locked",i),s.toggle("full",t),s.toggle("input-active",e.isFocused&&!e.isInputHidden),s.toggle("dropdown-active",e.isOpen),s.toggle("has-options",(n=e.options,0===Object.keys(n).length)),s.toggle("has-items",e.items.length>0)}refreshValidityState(){var e=this -e.input.checkValidity&&(e.isValid=e.input.checkValidity(),e.isInvalid=!e.isValid)}isFull(){return null!==this.settings.maxItems&&this.items.length>=this.settings.maxItems}updateOriginalInput(e={}){const t=this -var i,s -const n=t.input.querySelector('option[value=""]') -if(t.is_select_tag){const e=[] -function o(i,s,o){return i||(i=w('")),i!=n&&t.input.append(i),e.push(i),i.selected=!0,i}t.input.querySelectorAll("option:checked").forEach((e=>{e.selected=!1})),0==t.items.length&&"single"==t.settings.mode?o(n,"",""):t.items.forEach((n=>{if(i=t.options[n],s=i[t.settings.labelField]||"",e.includes(i.$option)){o(t.input.querySelector(`option[value="${Q(n)}"]:not(:checked)`),n,s)}else i.$option=o(i.$option,n,s)}))}else t.input.value=t.getValue() -t.isSetup&&(e.silent||t.trigger("change",t.getValue()))}open(){var e=this -e.isLocked||e.isOpen||"multi"===e.settings.mode&&e.isFull()||(e.isOpen=!0,P(e.focus_node,{"aria-expanded":"true"}),e.refreshState(),I(e.dropdown,{visibility:"hidden",display:"block"}),e.positionDropdown(),I(e.dropdown,{visibility:"visible",display:"block"}),e.focus(),e.trigger("dropdown_open",e.dropdown))}close(e=!0){var t=this,i=t.isOpen -e&&(t.setTextboxValue(),"single"===t.settings.mode&&t.items.length&&t.hideInput()),t.isOpen=!1,P(t.focus_node,{"aria-expanded":"false"}),I(t.dropdown,{display:"none"}),t.settings.hideSelected&&t.clearActiveOption(),t.refreshState(),i&&t.trigger("dropdown_close",t.dropdown)}positionDropdown(){if("body"===this.settings.dropdownParent){var e=this.control,t=e.getBoundingClientRect(),i=e.offsetHeight+t.top+window.scrollY,s=t.left+window.scrollX -I(this.dropdown,{width:t.width+"px",top:i+"px",left:s+"px"})}}clear(e){var t=this -if(t.items.length){var i=t.controlChildren() -y(i,(e=>{t.removeItem(e,!0)})),t.showInput(),e||t.updateOriginalInput(),t.trigger("clear")}}insertAtCaret(e){const t=this,i=t.caretPos,s=t.control -s.insertBefore(e,s.children[i]),t.setCaret(i+1)}deleteSelection(e){var t,i,s,n,o,r=this -t=e&&8===e.keyCode?-1:1,i={start:(o=r.control_input).selectionStart||0,length:(o.selectionEnd||0)-(o.selectionStart||0)} -const l=[] -if(r.activeItems.length)n=F(r.activeItems,t),s=L(n),t>0&&s++,y(r.activeItems,(e=>l.push(e))) -else if((r.isFocused||"single"===r.settings.mode)&&r.items.length){const e=r.controlChildren() -t<0&&0===i.start&&0===i.length?l.push(e[r.caretPos-1]):t>0&&i.start===r.inputValue().length&&l.push(e[r.caretPos])}const a=l.map((e=>e.dataset.value)) -if(!a.length||"function"==typeof r.settings.onDelete&&!1===r.settings.onDelete.call(r,a,e))return!1 -for(H(e,!0),void 0!==s&&r.setCaret(s);l.length;)r.removeItem(l.pop()) -return r.showInput(),r.positionDropdown(),r.refreshOptions(!1),!0}advanceSelection(e,t){var i,s,n=this -n.rtl&&(e*=-1),n.inputValue().length||(K(V,t)||K("shiftKey",t)?(s=(i=n.getLastActive(e))?i.classList.contains("active")?n.getAdjacent(i,e,"item"):i:e>0?n.control_input.nextElementSibling:n.control_input.previousElementSibling)&&(s.classList.contains("active")&&n.removeActiveItem(i),n.setActiveItemClass(s)):n.moveCaret(e))}moveCaret(e){}getLastActive(e){let t=this.control.querySelector(".last-active") -if(t)return t -var i=this.control.querySelectorAll(".active") -return i?F(i,e):void 0}setCaret(e){this.caretPos=this.items.length}controlChildren(){return Array.from(this.control.querySelectorAll("[data-ts-item]"))}lock(){this.close(),this.isLocked=!0,this.refreshState()}unlock(){this.isLocked=!1,this.refreshState()}disable(){var e=this -e.input.disabled=!0,e.control_input.disabled=!0,e.focus_node.tabIndex=-1,e.isDisabled=!0,e.lock()}enable(){var e=this -e.input.disabled=!1,e.control_input.disabled=!1,e.focus_node.tabIndex=e.tabIndex,e.isDisabled=!1,e.unlock()}destroy(){var e=this,t=e.revertSettings -e.trigger("destroy"),e.off(),e.wrapper.remove(),e.dropdown.remove(),e.input.innerHTML=t.innerHTML,e.input.tabIndex=t.tabIndex,S(e.input,"tomselected","ts-hidden-accessible"),e._destroy(),delete e.input.tomselect}render(e,t){return"function"!=typeof this.settings.render[e]?null:this._render(e,t)}_render(e,t){var i,s,n="" -const o=this -return"option"!==e&&"item"!=e||(n=D(t[o.settings.valueField])),null==(s=o.settings.render[e].call(this,t,N))||(s=w(s),"option"===e||"option_create"===e?t[o.settings.disabledField]?P(s,{"aria-disabled":"true"}):P(s,{"data-selectable":""}):"optgroup"===e&&(i=t.group[o.settings.optgroupValueField],P(s,{"data-group":i}),t.group[o.settings.disabledField]&&P(s,{"data-disabled":""})),"option"!==e&&"item"!==e||(P(s,{"data-value":n}),"item"===e?(C(s,o.settings.itemClass),P(s,{"data-ts-item":""})):(C(s,o.settings.optionClass),P(s,{role:"option",id:t.$id}),o.options[n].$div=s))),s}clearCache(){y(this.options,((e,t)=>{e.$div&&(e.$div.remove(),delete e.$div)}))}uncacheValue(e){const t=this.getOption(e) -t&&t.remove()}canCreate(e){return this.settings.create&&e.length>0&&this.settings.createFilter.call(this,e)}hook(e,t,i){var s=this,n=s[t] -s[t]=function(){var t,o -return"after"===e&&(t=n.apply(s,arguments)),o=i.apply(s,arguments),"instead"===e?o:("before"===e&&(t=n.apply(s,arguments)),t)}}}return J.define("change_listener",(function(){B(this.input,"change",(()=>{this.sync()}))})),J.define("checkbox_options",(function(){var e=this,t=e.onOptionSelect -e.settings.hideSelected=!1 -var i=function(e){setTimeout((()=>{var t=e.querySelector("input") -e.classList.contains("selected")?t.checked=!0:t.checked=!1}),1)} -e.hook("after","setupTemplates",(()=>{var t=e.settings.render.option -e.settings.render.option=(i,s)=>{var n=w(t.call(e,i,s)),o=document.createElement("input") -o.addEventListener("click",(function(e){H(e)})),o.type="checkbox" -const r=q(i[e.settings.valueField]) -return r&&e.items.indexOf(r)>-1&&(o.checked=!0),n.prepend(o),n}})),e.on("item_remove",(t=>{var s=e.getOption(t) -s&&(s.classList.remove("selected"),i(s))})),e.hook("instead","onOptionSelect",((s,n)=>{if(n.classList.contains("selected"))return n.classList.remove("selected"),e.removeItem(n.dataset.value),e.refreshOptions(),void H(s,!0) -t.call(e,s,n),i(n)}))})),J.define("clear_button",(function(e){const t=this,i=Object.assign({className:"clear-button",title:"Clear All",html:e=>`
×
`},e) -t.on("initialize",(()=>{var e=w(i.html(i)) -e.addEventListener("click",(e=>{t.clear(),"single"===t.settings.mode&&t.settings.allowEmptyOption&&t.addItem(""),e.preventDefault(),e.stopPropagation()})),t.control.appendChild(e)}))})),J.define("drag_drop",(function(){var e=this -if(!$.fn.sortable)throw new Error('The "drag_drop" plugin requires jQuery UI "sortable".') -if("multi"===e.settings.mode){var t=e.lock,i=e.unlock -e.hook("instead","lock",(()=>{var i=$(e.control).data("sortable") -return i&&i.disable(),t.call(e)})),e.hook("instead","unlock",(()=>{var t=$(e.control).data("sortable") -return t&&t.enable(),i.call(e)})),e.on("initialize",(()=>{var t=$(e.control).sortable({items:"[data-value]",forcePlaceholderSize:!0,disabled:e.isLocked,start:(e,i)=>{i.placeholder.css("width",i.helper.css("width")),t.css({overflow:"visible"})},stop:()=>{t.css({overflow:"hidden"}) -var i=[] -t.children("[data-value]").each((function(){this.dataset.value&&i.push(this.dataset.value)})),e.setValue(i)}})}))}})),J.define("dropdown_header",(function(e){const t=this,i=Object.assign({title:"Untitled",headerClass:"dropdown-header",titleRowClass:"dropdown-header-title",labelClass:"dropdown-header-label",closeClass:"dropdown-header-close",html:e=>'
'+e.title+'×
'},e) -t.on("initialize",(()=>{var e=w(i.html(i)),s=e.querySelector("."+i.closeClass) -s&&s.addEventListener("click",(e=>{H(e,!0),t.close()})),t.dropdown.insertBefore(e,t.dropdown.firstChild)}))})),J.define("caret_position",(function(){var e=this -e.hook("instead","setCaret",(t=>{"single"!==e.settings.mode&&e.control.contains(e.control_input)?(t=Math.max(0,Math.min(e.items.length,t)))==e.caretPos||e.isPending||e.controlChildren().forEach(((i,s)=>{s{if(!e.isFocused)return -const i=e.getLastActive(t) -if(i){const s=L(i) -e.setCaret(t>0?s+1:s),e.setActiveItem()}else e.setCaret(e.caretPos+t)}))})),J.define("dropdown_input",(function(){var e=this -e.settings.shouldOpen=!0,e.hook("before","setup",(()=>{e.focus_node=e.control,C(e.control_input,"dropdown-input") -const t=w('
') -t.append(e.control_input),e.dropdown.insertBefore(t,e.dropdown.firstChild)})),e.on("initialize",(()=>{e.control_input.addEventListener("keydown",(t=>{switch(t.keyCode){case 27:return e.isOpen&&(H(t,!0),e.close()),void e.clearActiveItems() -case 9:e.focus_node.tabIndex=-1}return e.onKeyDown.call(e,t)})),e.on("blur",(()=>{e.focus_node.tabIndex=e.isDisabled?-1:e.tabIndex})),e.on("dropdown_open",(()=>{e.control_input.focus()})) -const t=e.onBlur -e.hook("instead","onBlur",(i=>{if(!i||i.relatedTarget!=e.control_input)return t.call(e)})),B(e.control_input,"blur",(()=>e.onBlur())),e.hook("before","close",(()=>{e.isOpen&&e.focus_node.focus()}))}))})),J.define("input_autogrow",(function(){var e=this -e.on("initialize",(()=>{var t=document.createElement("span"),i=e.control_input -t.style.cssText="position:absolute; top:-99999px; left:-99999px; width:auto; padding:0; white-space:pre; ",e.wrapper.appendChild(t) -for(const e of["letterSpacing","fontSize","fontFamily","fontWeight","textTransform"])t.style[e]=i.style[e] -var s=()=>{e.items.length>0?(t.textContent=i.value,i.style.width=t.clientWidth+"px"):i.style.width=""} -s(),e.on("update item_add item_remove",s),B(i,"input",s),B(i,"keyup",s),B(i,"blur",s),B(i,"update",s)}))})),J.define("no_backspace_delete",(function(){var e=this,t=e.deleteSelection -this.hook("instead","deleteSelection",(i=>!!e.activeItems.length&&t.call(e,i)))})),J.define("no_active_items",(function(){this.hook("instead","setActiveItem",(()=>{})),this.hook("instead","selectAll",(()=>{}))})),J.define("optgroup_columns",(function(){var e=this,t=e.onKeyDown -e.hook("instead","onKeyDown",(i=>{var s,n,o,r -if(!e.isOpen||37!==i.keyCode&&39!==i.keyCode)return t.call(e,i) -r=k(e.activeOption,"[data-group]"),s=L(e.activeOption,"[data-selectable]"),r&&(r=37===i.keyCode?r.previousSibling:r.nextSibling)&&(n=(o=r.querySelectorAll("[data-selectable]"))[Math.min(o.length-1,s)])&&e.setActiveOption(n)}))})),J.define("remove_button",(function(e){const t=Object.assign({label:"×",title:"Remove",className:"remove",append:!0},e) -var i=this -if(t.append){var s=''+t.label+"" -i.hook("after","setupTemplates",(()=>{var e=i.settings.render.item -i.settings.render.item=(t,n)=>{var o=w(e.call(i,t,n)),r=w(s) -return o.appendChild(r),B(r,"mousedown",(e=>{H(e,!0)})),B(r,"click",(e=>{if(H(e,!0),!i.isLocked){var t=o.dataset.value -i.removeItem(t),i.refreshOptions(!1)}})),o}}))}})),J.define("restore_on_backspace",(function(e){const t=this,i=Object.assign({text:e=>e[t.settings.labelField]},e) -t.on("item_remove",(function(e){if(""===t.control_input.value.trim()){var s=t.options[e] -s&&t.setTextboxValue(i.text.call(t,s))}}))})),J.define("virtual_scroll",(function(){const e=this,t=e.canLoad,i=e.clearActiveOption,s=e.loadCallback -var n,o={},r=!1 -if(!e.settings.firstUrl)throw"virtual_scroll plugin requires a firstUrl() method" -function l(t){return!("number"==typeof e.settings.maxOptions&&n.children.length>=e.settings.maxOptions)&&!(!(t in o)||!o[t])}e.settings.sortField=[{field:"$order"},{field:"$score"}],e.setNextUrl=function(e,t){o[e]=t},e.getUrl=function(t){if(t in o){const e=o[t] -return o[t]=!1,e}return o={},e.settings.firstUrl(t)},e.hook("instead","clearActiveOption",(()=>{if(!r)return i.call(e)})),e.hook("instead","canLoad",(i=>i in o?l(i):t.call(e,i))),e.hook("instead","loadCallback",((t,i)=>{r||e.clearOptions(),s.call(e,t,i),r=!1})),e.hook("after","refreshOptions",(()=>{const t=e.lastValue -var i -l(t)?(i=e.render("loading_more",{query:t}))&&i.setAttribute("data-selectable",""):t in o&&!n.querySelector(".no-results")&&(i=e.render("no_more_results",{query:t})),i&&(C(i,e.settings.optionClass),n.append(i))})),e.on("initialize",(()=>{n=e.dropdown_content,e.settings.render=Object.assign({},{loading_more:function(){return'
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'},no_more_results:function(){return'
No more results
'}},e.settings.render),n.addEventListener("scroll",(function(){n.clientHeight/(n.scrollHeight-n.scrollTop)<.95||l(e.lastValue)&&(r||(r=!0,e.load.call(e,e.lastValue)))}))}))})),J})) -var tomSelect=function(e,t){return new TomSelect(e,t)} -//# sourceMappingURL=tom-select.complete.min.js.map diff --git a/visualizations/lib/tom-select/tom-select.css b/visualizations/lib/tom-select/tom-select.css deleted file mode 100644 index 5ec4f726..00000000 --- a/visualizations/lib/tom-select/tom-select.css +++ /dev/null @@ -1,334 +0,0 @@ -/** - * tom-select.css (v2.0.0-rc.4) - * Copyright (c) contributors - * - * Licensed under the Apache License, Version 2.0 (the "License"); you may not use this - * file except in compliance with the License. You may obtain a copy of the License at: - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software distributed under - * the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF - * ANY KIND, either express or implied. See the License for the specific language - * governing permissions and limitations under the License. - * - */ -.ts-wrapper.plugin-drag_drop.multi > .ts-control > div.ui-sortable-placeholder { - visibility: visible !important; - background: #f2f2f2 !important; - background: rgba(0, 0, 0, 0.06) !important; - border: 0 none !important; - box-shadow: inset 0 0 12px 4px #fff; } - -.ts-wrapper.plugin-drag_drop .ui-sortable-placeholder::after { - content: '!'; - visibility: hidden; } - -.ts-wrapper.plugin-drag_drop .ui-sortable-helper { - box-shadow: 0 2px 5px rgba(0, 0, 0, 0.2); } - -.plugin-checkbox_options .option input { - margin-right: 0.5rem; } - -.plugin-clear_button .ts-control { - padding-right: calc( 1em + (3 * 6px)) !important; } - -.plugin-clear_button .clear-button { - opacity: 0; - position: absolute; - top: 8px; - right: calc(8px - 6px); - margin-right: 0 !important; - background: transparent !important; - transition: opacity 0.5s; - cursor: pointer; } - -.plugin-clear_button.single .clear-button { - right: calc(8px - 6px + 2rem); } - -.plugin-clear_button.focus.has-items .clear-button, -.plugin-clear_button:hover.has-items .clear-button { - opacity: 1; } - -.ts-wrapper .dropdown-header { - position: relative; - padding: 10px 8px; - border-bottom: 1px solid #d0d0d0; - background: #f8f8f8; - border-radius: 3px 3px 0 0; } - -.ts-wrapper .dropdown-header-close { - position: absolute; - right: 8px; - top: 50%; - color: #303030; - opacity: 0.4; - margin-top: -12px; - line-height: 20px; - font-size: 20px !important; } - -.ts-wrapper .dropdown-header-close:hover { - color: black; } - -.plugin-dropdown_input.focus.dropdown-active .ts-control { - box-shadow: none; - border: 1px solid #d0d0d0; } - -.plugin-dropdown_input .dropdown-input { - border: 1px solid #d0d0d0; - border-width: 0 0 1px 0; - display: block; - padding: 8px 8px; - box-shadow: none; - width: 100%; - background: transparent; } - -.ts-wrapper.plugin-input_autogrow.has-items .ts-control > input { - min-width: 0; } - -.ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input { - flex: none; - min-width: 4px; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::-webkit-input-placeholder { - color: transparent; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::-ms-input-placeholder { - color: transparent; } - .ts-wrapper.plugin-input_autogrow.has-items.focus .ts-control > input::placeholder { - color: transparent; } - -.ts-dropdown.plugin-optgroup_columns .ts-dropdown-content { - display: flex; } - -.ts-dropdown.plugin-optgroup_columns .optgroup { - border-right: 1px solid #f2f2f2; - border-top: 0 none; - flex-grow: 1; - flex-basis: 0; - min-width: 0; } - -.ts-dropdown.plugin-optgroup_columns .optgroup:last-child { - border-right: 0 none; } - -.ts-dropdown.plugin-optgroup_columns .optgroup:before { - display: none; } - -.ts-dropdown.plugin-optgroup_columns .optgroup-header { - border-top: 0 none; } - -.ts-wrapper.plugin-remove_button .item { - display: inline-flex; - align-items: center; - padding-right: 0 !important; } - -.ts-wrapper.plugin-remove_button .item .remove { - color: inherit; - text-decoration: none; - vertical-align: middle; - display: inline-block; - padding: 2px 6px; - border-left: 1px solid #d0d0d0; - border-radius: 0 2px 2px 0; - box-sizing: border-box; - margin-left: 6px; } - -.ts-wrapper.plugin-remove_button .item .remove:hover { - background: rgba(0, 0, 0, 0.05); } - -.ts-wrapper.plugin-remove_button .item.active .remove { - border-left-color: #cacaca; } - -.ts-wrapper.plugin-remove_button.disabled .item .remove:hover { - background: none; } - -.ts-wrapper.plugin-remove_button.disabled .item .remove { - border-left-color: white; } - -.ts-wrapper.plugin-remove_button .remove-single { - position: absolute; - right: 0; - top: 0; - font-size: 23px; } - -.ts-wrapper { - position: relative; } - -.ts-dropdown, -.ts-control, -.ts-control input { - color: #303030; - font-family: inherit; - font-size: 13px; - line-height: 18px; - font-smoothing: inherit; } - -.ts-control, -.ts-wrapper.single.input-active .ts-control { - background: #fff; - cursor: text; } - -.ts-control { - border: 1px solid #d0d0d0; - padding: 8px 8px; - width: 100%; - overflow: hidden; - position: relative; - z-index: 1; - box-sizing: border-box; - box-shadow: none; - border-radius: 3px; - display: flex; - flex-wrap: wrap; } - .ts-wrapper.multi.has-items .ts-control { - padding: calc( 8px - 2px - 0) 8px calc( 8px - 2px - 3px - 0); } - .full .ts-control { - background-color: #fff; } - .disabled .ts-control, - .disabled .ts-control * { - cursor: default !important; } - .focus .ts-control { - box-shadow: none; } - .ts-control > * { - vertical-align: baseline; - display: inline-block; } - .ts-wrapper.multi .ts-control > div { - cursor: pointer; - margin: 0 3px 3px 0; - padding: 2px 6px; - background: #f2f2f2; - color: #303030; - border: 0 solid #d0d0d0; } - .ts-wrapper.multi .ts-control > div.active { - background: #e8e8e8; - color: #303030; - border: 0 solid #cacaca; } - .ts-wrapper.multi.disabled .ts-control > div, .ts-wrapper.multi.disabled .ts-control > div.active { - color: #7d7c7c; - background: white; - border: 0 solid white; } - .ts-control > input { - flex: 1 1 auto; - min-width: 7rem; - display: inline-block !important; - padding: 0 !important; - min-height: 0 !important; - max-height: none !important; - max-width: 100% !important; - margin: 0 !important; - text-indent: 0 !important; - border: 0 none !important; - background: none !important; - line-height: inherit !important; - -webkit-user-select: auto !important; - -moz-user-select: auto !important; - -ms-user-select: auto !important; - user-select: auto !important; - box-shadow: none !important; } - .ts-control > input::-ms-clear { - display: none; } - .ts-control > input:focus { - outline: none !important; } - .has-items .ts-control > input { - margin: 0 4px !important; } - .ts-control.rtl { - text-align: right; } - .ts-control.rtl.single .ts-control:after { - left: 15px; - right: auto; } - .ts-control.rtl .ts-control > input { - margin: 0 4px 0 -2px !important; } - .disabled .ts-control { - opacity: 0.5; - background-color: #fafafa; } - .input-hidden .ts-control > input { - opacity: 0; - position: absolute; - left: -10000px; } - -.ts-dropdown { - position: absolute; - top: 100%; - left: 0; - width: 100%; - z-index: 10; - border: 1px solid #d0d0d0; - background: #fff; - margin: 0.25rem 0 0 0; - border-top: 0 none; - box-sizing: border-box; - box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); - border-radius: 0 0 3px 3px; } - .ts-dropdown [data-selectable] { - cursor: pointer; - overflow: hidden; } - .ts-dropdown [data-selectable] .highlight { - background: rgba(125, 168, 208, 0.2); - border-radius: 1px; } - .ts-dropdown .option, - .ts-dropdown .optgroup-header, - .ts-dropdown .no-results, - .ts-dropdown .create { - padding: 5px 8px; } - .ts-dropdown .option, .ts-dropdown [data-disabled], .ts-dropdown [data-disabled] [data-selectable].option { - cursor: inherit; - opacity: 0.5; } - .ts-dropdown [data-selectable].option { - opacity: 1; - cursor: pointer; } - .ts-dropdown .optgroup:first-child .optgroup-header { - border-top: 0 none; } - .ts-dropdown .optgroup-header { - color: #303030; - background: #fff; - cursor: default; } - .ts-dropdown .create:hover, - .ts-dropdown .option:hover, - .ts-dropdown .active { - background-color: #f5fafd; - color: #495c68; } - .ts-dropdown .create:hover.create, - .ts-dropdown .option:hover.create, - .ts-dropdown .active.create { - color: #495c68; } - .ts-dropdown .create { - color: rgba(48, 48, 48, 0.5); } - .ts-dropdown .spinner { - display: inline-block; - width: 30px; - height: 30px; - margin: 5px 8px; } - .ts-dropdown .spinner:after { - content: " "; - display: block; - width: 24px; - height: 24px; - margin: 3px; - border-radius: 50%; - border: 5px solid #d0d0d0; - border-color: #d0d0d0 transparent #d0d0d0 transparent; - animation: lds-dual-ring 1.2s linear infinite; } - -@keyframes lds-dual-ring { - 0% { - transform: rotate(0deg); } - 100% { - transform: rotate(360deg); } } - -.ts-dropdown-content { - overflow-y: auto; - overflow-x: hidden; - max-height: 200px; - overflow-scrolling: touch; - scroll-behavior: smooth; } - -.ts-hidden-accessible { - border: 0 !important; - clip: rect(0 0 0 0) !important; - -webkit-clip-path: inset(50%) !important; - clip-path: inset(50%) !important; - height: 1px !important; - overflow: hidden !important; - padding: 0 !important; - position: absolute !important; - width: 1px !important; - white-space: nowrap !important; } - -/*# sourceMappingURL=tom-select.css.map */ \ No newline at end of file diff --git a/visualizations/lib/vis-9.1.2/vis-network.css b/visualizations/lib/vis-9.1.2/vis-network.css deleted file mode 100644 index 8b03219b..00000000 --- a/visualizations/lib/vis-9.1.2/vis-network.css +++ /dev/null @@ -1 +0,0 @@ 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div.vis-manipulation 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div.vis-manipulation div.vis-none:hover{box-shadow:1px 1px 8px transparent;cursor:default}div.vis-network div.vis-manipulation div.vis-none:active{box-shadow:1px 1px 8px transparent}div.vis-network div.vis-manipulation div.vis-none{line-height:23px;padding:0}div.vis-network div.vis-manipulation div.notification{font-weight:700;margin:2px}div.vis-network div.vis-manipulation 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div.vis-edit-mode button.vis-button.vis-edit,div.vis-network div.vis-manipulation button.vis-button.vis-edit{background-image:url("data:image/png;base64,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div.vis-edit-mode button.vis-button.vis-edit.vis-edit-mode{background-color:#fcfcfc;border:1px solid #ccc}div.vis-network div.vis-manipulation button.vis-button.vis-connect{background-image:url("data:image/png;base64,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div.vis-manipulation button.vis-button.vis-delete{background-image:url("data:image/png;base64,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IDTextContextDateEntities
84668df1...A friend hand‑painted a bowl for Caroline on her 18th birthday ten years ago, and the bowl's pattern and colors remind her of art and self‑expression.Conversation session between Caroline and Melanie2013-06-27Caroline (PERSON)
db2171ee...Melanie has been married for five years, with the marriage beginning around 2018-06-09.Conversation session between Caroline and Melanie2018-06-09Melanie (PERSON)
4efedc9a...Caroline started playing acoustic guitar around 2018-08-28, five years ago, and uses it to express emotions and escape.Conversation session between Caroline and Melanie2018-08-28None
3b03a48d...Caroline moved from her home country approximately four years ago on 2019-06-09.Conversation session between Caroline and Melanie2019-06-09Caroline (ORG)
a07530e7...Caroline began her gender transition three years ago on 2020-06-09.Conversation session between Caroline and Melanie2020-06-09None
08a28d1e...Melanie painted a lake sunrise artwork in 2022, and she says the painting is special to her.Conversation session between Caroline and Melanie2022-05-08Melanie (PERSON)
ae4d3b8d...On 2022-07-12, Melanie read a book that reminded her to always pursue her dreams.Conversation session between Caroline and Melanie2022-07-12Melanie (PERSON)
6805004e...Melanie's family went on a camping trip in August 2022 and saw the Perseid meteor shower on August 12, 2022, making wishes while watching the sky light up with streaks of light.Conversation session between Caroline and Melanie2022-08-12Perseid (ORG), Melanie (PERSON)
af8180ca...Caroline and Melanie attended a Pride festival together in 2022, describing it as a blast with supportive friends.Conversation session between Caroline and Melanie2022-08-17Caroline (ORG), Pride (PRODUCT), Melanie (PERSON)
6dd31607...Melanie's friend (a buddy of Melanie) adopted a child after a long process in 2022, and the friend is now super happy with the new kid.Conversation session between Caroline and Melanie2022-10-13Melanie (PERSON)
0fe08d8b...The LGBTQ support group made Caroline feel accepted and gave her courage to embrace herself on 2023-05-07.Conversation session between Caroline and Melanie2023-05-07Caroline (ORG)
1e8a9e7c...Caroline attended an LGBTQ support group on 2023-05-07 and described the experience as powerful.Conversation session between Caroline and Melanie2023-05-07Caroline (PERSON)
4a4b6853...During the LGBTQ support group on 2023-05-07, Caroline heard inspiring transgender stories, which made her feel happy and thankful for the support.Conversation session between Caroline and Melanie2023-05-07Caroline (ORG)
c63b1b3c...Melanie expressed the opinion that Caroline would be a great counselor because of her empathy and understanding.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON), Caroline (PERSON)
eb82f8f8...Melanie is currently swamped with caring for her children and her work, indicating she feels very busy.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON)
001940c8...Caroline observed that the colors in Melanie's lake sunrise painting blend nicely.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON)
2b6b806a...Caroline believes that relaxing and expressing oneself is key to wellbeing.Conversation session between Caroline and Melanie2023-05-08None
dab4a6e7...Melanie believes that taking care of oneself is vital.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON)
2eb6de66...Melanie said she is going to go swimming with her kids after the conversation.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON)
b6873819...Caroline said she is going to do some research after the conversation.Conversation session between Caroline and Melanie2023-05-08Caroline (ORG)
47cfe483...Melanie uses painting as a fun way to express her feelings, be creative, and relax after a long day.Conversation session between Caroline and Melanie2023-05-08Melanie (PERSON)
bc68a8e2...Caroline is interested in pursuing a career in counseling or mental health so she can support people with similar issues.Conversation session between Caroline and Melanie2023-05-08Caroline (ORG)
c56cff23...Caroline plans to continue her education and explore career options, expressing excitement about these next steps.Conversation session between Caroline and Melanie2023-05-08None
7fb1e463...Melanie ran a charity race for mental health on Saturday, May 20, 2023, and found it rewarding and thought‑provoking, which made her reflect on the importance of self‑care.Conversation session between Caroline and Melanie2023-05-20Melanie (PERSON), self‑care (ORG)
6838c0ae...Caroline said she is thrilled to make a family for kids who need one, acknowledging that it will be tough as a single parent but she is up for the challenge.Conversation session between Caroline and Melanie2023-05-25Caroline (ORG)
effe659e...Caroline shared that she has found an adoption agency she is looking into and that she feels hopeful and optimistic about it.Conversation session between Caroline and Melanie2023-05-25None
54e089c1...Melanie stated that she is starting to realize that self‑care is really important and that looking after herself enables her to better look after her family.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON), self‑care (ORG)
16a3c809...Melanie said she is carving out daily “me‑time” each day, which includes running, reading, or playing her violin, to refresh herself and stay present for her family.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON)
b6feca7a...Caroline said she is researching adoption agencies because she dreams of having a family and giving a loving home to children who need it.Conversation session between Caroline and Melanie2023-05-25Caroline (ORG)
14ed0c9a...Caroline said taking care of ourselves is important even if not always easy, and praised Melanie for prioritizing self‑care.Conversation session between Caroline and Melanie2023-05-25self‑care (ORG), Melanie (PERSON), Caroline (ORG)
8c58e428...Melanie expressed that she is still a work in progress but doing her best.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON)
1e167793...Caroline explained that she chose that adoption agency because it helps LGBTQ+ individuals with adoption, and its inclusivity and support resonated with her.Conversation session between Caroline and Melanie2023-05-25Caroline (ORG)
e31f0cfa...Caroline expressed that her goal is to give kids a loving home and that she is grateful for support from friends and mentors as she begins the hard work of turning her adoption dream into reality.Conversation session between Caroline and Melanie2023-05-25Caroline (PERSON)
29655a13...Melanie asked Caroline what made her pick the adoption agency.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON), Caroline (PERSON)
00281f58...Melanie praised Caroline’s decision, saying she is doing something amazing by creating a family for kids in need and that Caroline will be an awesome mom.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON), Caroline (ORG), Caroline (PERSON)
30c218c6...Melanie thanked Caroline and said the charity race was thought‑provoking.Conversation session between Caroline and Melanie2023-05-25Caroline (PERSON), Melanie (PERSON)
25e586d4...Caroline replied that she chose the agency because they help LGBTQ+ folks with adoption.Conversation session between Caroline and Melanie2023-05-25Caroline (ORG)
f411518a...Caroline thanked Melanie for her kind words and said she will do her best to ensure the children have a safe and loving home.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON)
8c50b1d7...Melanie affirmed that Caroline has a caring heart and that the children will receive love and stability.Conversation session between Caroline and Melanie2023-05-25Caroline (ORG), Melanie (PERSON)
c568bba4...Caroline expressed pride in Melanie for taking part in the charity race.Conversation session between Caroline and Melanie2023-05-25Melanie (PERSON)
c54709fa...During the school event, Caroline observed positive reactions from the audience.Conversation session between Caroline and Melanie2023-06-02Caroline (PERSON)
623f45ac...Caroline shared a photo taken during a meetup with Melanie last week.Conversation session between Caroline and Melanie2023-06-02Melanie (PERSON)
9b1d384d...Caroline gave a talk at a school event about her transgender journey and encouraged students to get involved in the LGBTQ community.Conversation session between Caroline and Melanie2023-06-02None
296a4c2c...Caroline felt powerful while delivering her talk at the school event.Conversation session between Caroline and Melanie2023-06-02None
3b65657b...Audience members were inspired by Caroline's talk and expressed desire to become better allies.Conversation session between Caroline and Melanie2023-06-02Caroline (PERSON)
ecddbb67...Caroline shared details of her personal journey, struggles, and personal development since coming out during the school talk.Conversation session between Caroline and Melanie2023-06-02None
853bf965...The shared photo depicted Caroline and Melanie (and possibly other friends) meeting up last week.Conversation session between Caroline and Melanie2023-06-02Melanie (PERSON), Caroline (PERSON)
a86d1427...Caroline highlighted the importance of sharing personal experiences to promote understanding and acceptance.Conversation session between Caroline and Melanie2023-06-09Caroline (ORG)
dd5340a7...Melanie stated that her husband and children keep her motivated.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
f5b06217...Melanie described a recent family gathering where they played games, ate good food, and hung out together.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
e3fed70e...Melanie expressed pride and support for Caroline's effort to spread LGBTQ awareness at the school event.Conversation session between Caroline and Melanie2023-06-09Caroline (PERSON), LGBTQ (PERSON), Melanie (PERSON)
9574da60...Caroline committed to continue using her voice to create change and lift others up.Conversation session between Caroline and Melanie2023-06-09None
9664c7b8...Caroline mentioned feeling blessed with love and support throughout her transition journey.Conversation session between Caroline and Melanie2023-06-09Caroline (ORG)
eb08c29e...Caroline has known her current group of friends for four years, since moving from her home country around 2019-06-09.Conversation session between Caroline and Melanie2023-06-09Caroline (ORG)
8feaaee2...Melanie expressed that she cherishes time with her family and feels alive and happy during those moments.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
da8729ba...Caroline referenced a past tough breakup that occurred before her current support system.Conversation session between Caroline and Melanie2023-06-09Caroline (ORG)
61ecb2f4...Caroline agreed that hanging with loved ones brings happiness, gratitude, and that family is everything.Conversation session between Caroline and Melanie2023-06-09Caroline (ORG)
740ef190...Melanie noted that sharing vulnerable stories helps people bond and understand each other.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
4b70b765...Caroline expressed gratitude for being able to give a voice to the trans community.Conversation session between Caroline and Melanie2023-06-09None
0aa11340...Caroline identified her friends, family, and mentors as her sources of motivation.Conversation session between Caroline and Melanie2023-06-09None
90ba83c2...Caroline thanked Melanie for her backing and support.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
b8b1da84...Melanie said she wants to be courageous for her family, who motivate her and give her love.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
f0c183ae...Caroline emphasized the necessity of conversations about gender identity and inclusion.Conversation session between Caroline and Melanie2023-06-09None
7adc180d...Melanie praised Caroline's inspiring impact on others.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON), Caroline (PERSON)
4abfd08f...Caroline expressed happiness for Melanie's family moments and congratulated her on her wedding day.Conversation session between Caroline and Melanie2023-06-09Melanie (PERSON)
bb0ba2a7...Caroline described the LGBT pride event in June 2023 as encouraging, with abundant love and acceptance.Conversation session between Caroline and Melanie2023-06-15LGBT (ORG)
58920dae...Caroline observed her mentee's face light up with joy upon seeing support at the LGBT pride event in June 2023.Conversation session between Caroline and Melanie2023-06-15LGBT (ORG)
10d92dc2...Caroline and her mentee attended an LGBT pride event in June 2023 (approximately June 15) and had a great time.Conversation session between Caroline and Melanie2023-06-15LGBT (ORG)
cf6654cb...During the mountain camping trip, Melanie's family roasted marshmallows around a campfire.Conversation session between Caroline and Melanie2023-06-20Melanie (PERSON)
8956c941...During the mountain camping trip, Melanie's family reached a viewpoint at the top with an amazing view.Conversation session between Caroline and Melanie2023-06-20Melanie (PERSON)
c213873d...During the mountain camping trip, Melanie's family went on a hike.Conversation session between Caroline and Melanie2023-06-20Melanie (PERSON)
579375c6...During the mountain camping trip, Melanie's family explored nature.Conversation session between Caroline and Melanie2023-06-20Melanie (PERSON)
a3e155a9...Melanie took her family camping in the mountains last week.Conversation session between Caroline and Melanie2023-06-20Melanie (PERSON)
c2def070...At the LGBTQ+ counseling workshop, Caroline observed passionate professionals who were dedicated to creating safe spaces for people like her.Conversation session between Caroline and Melanie2023-06-23Caroline (PERSON)
78e6378d...Caroline attended an LGBTQ+ counseling workshop on Friday, June 23, 2023.Conversation session between Caroline and Melanie2023-06-23Caroline (PERSON)
4e40dc01...At the LGBTQ+ counseling workshop, participants discussed various therapeutic methods for working with trans people.Conversation session between Caroline and Melanie2023-06-23None
e92f48a8...Caroline attended a pride parade approximately three weeks earlier on June 24, 2023, participated actively, and felt accepted, happy, proud, grateful, and inspired by the community.Conversation session between Caroline and Melanie2023-06-24Caroline (ORG)
39aa1010...Melanie mentioned that her kids are excited about summer break and that the family is thinking about going camping in June 2023.Conversation session between Caroline and Melanie2023-06-25Melanie (PERSON)
e5397d45...Caroline attended an LGBTQ+ pride parade, felt a sense of belonging, and observed that the LGBTQ+ community has grown.Conversation session between Caroline and Melanie2023-06-26Caroline (PERSON)
0b8fbb46...Caroline expressed excitement about using her personal story to give back to the community.Conversation session between Caroline and Melanie2023-06-26Caroline (ORG)
8aecf38f...The experience at the pride parade motivated Caroline to consider a career in counseling and mental health to help others.Conversation session between Caroline and Melanie2023-06-26Caroline (ORG)
822f8f68...Caroline's grandmother, who gave her the necklace, is from Sweden, Caroline's home country.Conversation session between Caroline and Melanie2023-06-27Sweden (GPE), Caroline (PERSON), Caroline (ORG)
9261eb65...Melanie believes that personal items can hold deep meaning for individuals.Conversation session between Caroline and Melanie2023-06-27Melanie (PERSON)
5407ad19...Melanie believes that family time matters to her.Conversation session between Caroline and Melanie2023-06-27Melanie (PERSON)
46b3991f...Melanie has two younger kids who love nature.Conversation session between Caroline and Melanie2023-06-27Melanie (PERSON)
b44e3d6d...Caroline is passionate about creating a safe, inviting place for people to grow.Conversation session between Caroline and Melanie2023-06-27Caroline (ORG)
ad56b9e9...Caroline states that counseling and support groups improved her life, which motivated her to care more about mental health and self‑understanding.Conversation session between Caroline and Melanie2023-06-27None
0dd690fb...Caroline believes that her own life journey and the support she received made a huge difference in her well‑being.Conversation session between Caroline and Melanie2023-06-27None
c7c6406f...Caroline intends to work specifically with trans people, helping them accept themselves and supporting their mental health.Conversation session between Caroline and Melanie2023-06-27None
27373bd4...Caroline has been researching counseling and mental health as a career to help people who have experienced similar challenges to her.Conversation session between Caroline and Melanie2023-06-27Caroline (ORG)
a22203c3...Caroline received a necklace as a gift from her grandmother in Sweden when she was young, and the necklace symbolizes love, faith, and strength, serving as a reminder of her roots and family support.Conversation session between Caroline and Melanie2023-06-27Caroline (ORG), Sweden (GPE)
7d65f3c6...Melanie expressed that Caroline's dedication to helping others is inspiring.Conversation session between Caroline and Melanie2023-06-27Caroline (PERSON), Melanie (PERSON)
c12d93c6...Melanie congratulated Caroline for pursuing what she truly cares about.Conversation session between Caroline and Melanie2023-06-27Melanie (PERSON), Caroline (PERSON)
13d1d7ea...Caroline and her friends/family had a picnic last week.Conversation session between Caroline and Melanie2023-06-29None
41d4b4de...Melanie signed up for a pottery class as a form of therapy and creative self‑expression.Conversation session between Caroline and Melanie2023-07-02Melanie (PERSON)
d838fadd...Melanie described pottery as calming, therapeutic, and a way to express emotions.Conversation session between Caroline and Melanie2023-07-02Melanie (PERSON)
4f53d7b8...Melanie expressed excitement about future possibilities in pottery.Conversation session between Caroline and Melanie2023-07-03Melanie (PERSON)
de9d34a8...Caroline intends to keep Melanie updated about her upcoming transgender conference.Conversation session between Caroline and Melanie2023-07-03Melanie (PERSON)
8fb29493...Caroline is learning to play the piano as a creative activity.Conversation session between Caroline and Melanie2023-07-03None
c245c117...Melanie stated that pottery is a major part of her life, not just a hobby, and that working with clay brings her great joy.Conversation session between Caroline and Melanie2023-07-03Melanie (PERSON)
86fa0797...Caroline plans to attend a transgender conference in July 2023 to meet community members and learn about advocacy.Conversation session between Caroline and Melanie2023-07-03None
085950e6...Melanie created a black‑and‑white bowl in her pottery class, which required effort and made her feel proud.Conversation session between Caroline and Melanie2023-07-03Melanie (PERSON)
cef24409...Melanie took her children to a museum yesterday, spending time with them and enjoying their excitement at the dinosaur exhibit.Conversation session between Caroline and Melanie2023-07-05Melanie (PERSON)
17eb1bce...Melanie recalled that she loved reading the book "Charlotte's Web" when she was a child.Conversation session between Caroline and Melanie2023-07-06Melanie (PERSON)
1fe174fd...Caroline is creating a library of children's books to use when she has kids in the future.Conversation session between Caroline and Melanie2023-07-06None
d5fc4716...Caroline owns a collection of many children's books, including classics, multicultural stories, and educational titles.Conversation session between Caroline and Melanie2023-07-06Caroline (ORG)
5eacfbb1...Melanie shared a photo of her family camping at the beach, noting that the experience brings the family closer together.Conversation session between Caroline and Melanie2023-07-06Melanie (PERSON)
732c00a6...Caroline viewed a picture that Melanie shared of the museum visit with her kids.Conversation session between Caroline and Melanie2023-07-06Melanie (PERSON)
ac867b49...Melanie commented on and viewed a photo that Caroline shared of the picnic.Conversation session between Caroline and Melanie2023-07-06Melanie (PERSON), Caroline (ORG)
9e604e93...Caroline has been researching counseling and mental health work since her last conversation with Melanie, expressing a passion for helping people and making a positive impact.Conversation session between Caroline and Melanie2023-07-06Melanie (PERSON), Caroline (ORG)
59bc760e...Melanie went camping with her family during the weekend of July 8–9, 2023.Conversation session between Caroline and Melanie2023-07-08Melanie (PERSON)
6aeafc72...Caroline attended an LGBTQ conference on 2023-07-10, describing it as special and welcoming.Conversation session between Caroline and Melanie2023-07-10Caroline (PERSON)
5fb0f6f7...Caroline felt totally accepted at the LGBTQ conference on 2023-07-10.Conversation session between Caroline and Melanie2023-07-10None
25c419f5...Caroline expressed gratitude for the LGBTQ community on 2023-07-10, emphasizing the importance of fighting for trans rights and spreading awareness.Conversation session between Caroline and Melanie2023-07-10None
650fe33d...At the LGBTQ conference on 2023-07-10, Caroline met and connected with people who have experienced similar gender‑identity journeys.Conversation session between Caroline and Melanie2023-07-10Caroline (PERSON)
7a66783b...On 2023-07-12, Melanie has a dog (pup) and a cat, and she shared a picture of the cat.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON)
3c4295ed...Caroline loves reading; she says books guide, motivate, and help her discover her identity, and they remind her to keep going and never give up.Conversation session between Caroline and Melanie2023-07-12None
42a9af42...On 2023-07-12, Melanie's pets are named Luna (dog) and Oliver (cat).Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON), Oliver (PERSON), Luna (PERSON)
4f939db0...Caroline previously struggled with mental health, received helpful support, and realized the importance of having a support system for others.Conversation session between Caroline and Melanie2023-07-12Caroline (ORG)
db42937b...On 2023-07-12, Caroline saw a picture shared by Melanie that increased her appreciation for reading.Conversation session between Caroline and Melanie2023-07-12Caroline (ORG), Melanie (PERSON)
8b30b1e5...On 2023-07-12, Caroline read the book "Becoming Nicole" by Amy Ellis Nutt, found it inspiring about a trans girl and her family, felt connected, and highly recommends it.Conversation session between Caroline and Melanie2023-07-12Amy Ellis Nutt (PERSON), Caroline (ORG)
fde065aa...On 2023-07-12, Melanie purchased new purple shoes intended for running.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON)
1f21c19d...On 2023-07-12, Melanie has been running farther to de‑stress, which has improved her headspace.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON)
2440c55b...Melanie believes pets bring joy and comfort.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON)
8f837449...Melanie believes running improves her mental health, helps de‑stress, and boosts her mood.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON)
2f7f76eb...Caroline believes the book taught her self‑acceptance, how to find support, that tough times don't last, and that pets bring joy.Conversation session between Caroline and Melanie2023-07-12None
105d4582...On 2023-07-12, Melanie has been running longer since her last conversation with Caroline, using it to destress and clear her mind.Conversation session between Caroline and Melanie2023-07-12Melanie (PERSON), Caroline (PERSON)
34434e86...On 2023-07-12, Caroline was researching counseling and mental‑health job opportunities because she wants people to have someone to talk to.Conversation session between Caroline and Melanie2023-07-12Caroline (PERSON), mental‑health (ORG)
12ed2fc9...On 2023-07-12, Caroline started looking into counseling and mental‑health career options to help others on their personal journeys.Conversation session between Caroline and Melanie2023-07-12mental‑health (ORG), Caroline (PERSON)
3ecdc3ff...During the painting session on the weekend of July 13-14, 2023, Melanie and her children both contributed to the artwork, bonding over the process and chatting about nature.Conversation session between Caroline and Melanie2023-07-13Melanie (PERSON)
28ab7f71...Melanie and her children collected lovely flowers during their weekend painting session on July 13-14, 2023, which they incorporated into the artwork.Conversation session between Caroline and Melanie2023-07-13Melanie (PERSON)
df2fc5b2...Melanie and her children painted a nature-inspired artwork together, completing the latest piece during the weekend of July 13-14, 2023, and used flowers they found as inspiration.Conversation session between Caroline and Melanie2023-07-13Melanie (PERSON)
efe08615...Melanie took her children to a pottery workshop on Friday, July 14, 2023, where they each made their own pots, including a cup, and found the activity fun and therapeutic.Conversation session between Caroline and Melanie2023-07-14Melanie (PERSON)
7db02005...Caroline attended a council meeting about adoption on Friday, July 14, 2023, found it inspiring and emotional, and felt more determined to adopt a child.Conversation session between Caroline and Melanie2023-07-14Caroline (ORG)
0238b02a...The children at Melanie's pottery workshop loved the experience, were excited to get their hands dirty with clay, and created a cup that Melanie showed to Caroline.Conversation session between Caroline and Melanie2023-07-14Melanie (PERSON), Caroline (ORG)
41ae9ca7...Melanie spent a quiet weekend unplugging and hanging out with her children during the weekend of July 15–16, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
ece6819a...Caroline joined a mentorship program for LGBTQ youth during the weekend of July 15–16, 2023.Conversation session between Caroline and Melanie2023-07-15Caroline (ORG)
242126e2...Caroline shared a photo of a blue vase with Melanie on July 15, 2023, expressing that she loves the blue color because it makes her feel relaxed.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
8a6cdb36...Melanie's wedding featured flowers as part of the decor, which she says bring her joy, represent growth and beauty, and remind her of the special day.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
dcd05bcd...Melanie's family provided love, support, and assistance during her move, helping her through tough times, as mentioned on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
3a86475e...Melanie and her family went on another camping trip in a forest, as mentioned on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
3d96f6ba...Melanie and her family enjoy hiking in the mountains and exploring forests together, as an ongoing activity mentioned on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
ac1f9a8d...Caroline realized she can be herself without fear, having the courage to transition, which she describes as the best part of her journey, mentioned on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15None
07555431...Caroline feels supported by her friends and community, which inspires her and makes her feel accepted, as expressed on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Caroline (ORG)
a7d6ed4c...Melanie believes flowers bring joy, represent growth and beauty, and remind people to appreciate small moments; she also notes they were important in her wedding decor, as stated on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
996ed117...Caroline says her friends and community have her back, providing love and acceptance, as expressed on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Caroline (PERSON)
ac414e1a...Melanie says creativity and family keep her at peace, as stated on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
becd427f...Melanie and her children have been painting together lately, focusing on nature-inspired themes, as an ongoing activity mentioned on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Melanie (PERSON)
69cd0336...Caroline likes the color blue because it makes her feel relaxed, associates sunflowers with warmth and happiness, and roses with love and beauty, as expressed on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15None
9e69f1f7...Caroline missed the city pride parade that took place on July 15, 2023.Conversation session between Caroline and Melanie2023-07-15Caroline (ORG)
a75a5494...The city held a pride parade on the weekend of July 15, 2023, with many people marching, waving flags, holding signs, and celebrating love and diversity.Conversation session between Caroline and Melanie2023-07-15None
c6c2e6c8...Melanie and her children completed a new painting similar to a previous one on July 17, 2023.Conversation session between Caroline and Melanie2023-07-17Melanie (PERSON)
7d94d815...Caroline shared a painting intended for her upcoming art show with Melanie on July 17, 2023.Conversation session between Caroline and Melanie2023-07-17Melanie (PERSON)
d56f77e7...Caroline visited an LGBTQ center prior to creating a painting that captures unity and strength, and she painted the artwork on July 17, 2023.Conversation session between Caroline and Melanie2023-07-17None
dacb9dd9...Caroline met and supported several amazing young LGBTQ individuals through her mentorship program as of July 17, 2023.Conversation session between Caroline and Melanie2023-07-17None
ee9a2cb4...As of July 17, 2023, Caroline has been mentoring a transgender teen, working with the teen to build confidence and develop positive strategies.Conversation session between Caroline and Melanie2023-07-17Caroline (ORG)
7ad904ba...Caroline joined a new LGBTQ activist group on Tuesday, July 18, 2023.Conversation session between Caroline and Melanie2023-07-18LGBTQ (ORG), Caroline (ORG)
de74583a...Melanie's family visits the beach only once or twice a year.Conversation session between Caroline and Melanie2023-07-20Melanie (PERSON)
2ad708a1...The activist group Caroline joined is called 'Connected LGBTQ Activists'.Conversation session between Caroline and Melanie2023-07-20Caroline (ORG)
e459c304...Caroline is meeting many cool people who are passionate about LGBTQ rights and community support.Conversation session between Caroline and Melanie2023-07-20None
1c7af606...Caroline is giving her voice to the LGBTQ activist group and believes she is making a real difference.Conversation session between Caroline and Melanie2023-07-20LGBTQ (ORG), Caroline (ORG)
c79908fa...Connected LGBTQ Activists holds regular meetings and plans events and campaigns to support each other.Conversation session between Caroline and Melanie2023-07-20None
b694e877...Melanie and her family went to the beach recently, and the kids had a blast.Conversation session between Caroline and Melanie2023-07-20Melanie (PERSON)
505f1b18...Melanie's youngest child took her first steps, and Melanie observed her wobbling and felt grateful for the milestone.Conversation session between Caroline and Melanie2023-07-20Melanie (PERSON)
da0ac683...During their family camping trips, they roast marshmallows, tell stories around the campfire, and enjoy each other's company.Conversation session between Caroline and Melanie2023-07-20None
d52aca8d...Melanie's family has an annual summer camping trip that they look forward to.Conversation session between Caroline and Melanie2023-07-20Melanie (PERSON)
ecc80873...Caroline plans to hold an LGBTQ art show featuring her paintings in August 2023 (scheduled for August 1, 2023).Conversation session between Caroline and Melanie2023-08-01None
f0610bb9...The crowd at the pride parade on August 11, 2023, celebrating love and acceptance, inspired Caroline to keep fighting for LGBTQ rights.Conversation session between Caroline and Melanie2023-08-11Caroline (ORG)
ed71c015...Caroline attended a pride parade on Friday, August 11, 2023, experiencing high energy, love, and feeling proud, reinforcing the importance of standing up for equality.Conversation session between Caroline and Melanie2023-08-11Caroline (ORG)
b8915b50...Melanie shared a photograph taken at her daughter's birthday concert on August 13, 2023, showing everyone having a blast.Conversation session between Caroline and Melanie2023-08-13Melanie (PERSON)
2a7a293c...Matt Patterson performed at Melanie's daughter's birthday concert on August 13, 2023, and his voice and songs were described as amazing.Conversation session between Caroline and Melanie2023-08-13Matt Patterson (PERSON), Melanie (PERSON)
a52890c5...Melanie celebrated her daughter's birthday with a concert on the evening of August 13, 2023, featuring music, joy, a warm summer breeze, and she observed her children's smiles.Conversation session between Caroline and Melanie2023-08-13Melanie (PERSON)
83732586...Caroline's artwork focuses on expressing her trans experience, aiming to tell her story and help people understand the trans community.Conversation session between Caroline and Melanie2023-08-14Caroline (ORG)
93140621...Caroline attended an advocacy event that involved love and support, which she described as a cool experience.Conversation session between Caroline and Melanie2023-08-14Caroline (PERSON)
cb96376b...Caroline uses her art to speak up for the LGBTQ+ community and promote acceptance.Conversation session between Caroline and Melanie2023-08-14Caroline (ORG)
1a82cb77...Caroline created and shared a recent painting on August 14, 2023, intended to represent inclusivity and diversity and to advocate for LGBTQ+ acceptance.Conversation session between Caroline and Melanie2023-08-14Caroline (ORG)
6cc619e0...Caroline created and shared a painting titled 'Embracing Identity' on August 14, 2023, depicting a woman symbolizing the journey of self-acceptance, comfort, and love.Conversation session between Caroline and Melanie2023-08-14Embracing Identity' (ORG), Caroline (ORG)
8fa8c4f3...Caroline uses art to explore her transition, her changing body, and to work through personal issues, fostering self-acceptance of imperfections.Conversation session between Caroline and Melanie2023-08-14Caroline (ORG)
80875628...While painting her self-portrait last week, Caroline felt liberated and empowered, describing the activity as therapeutic.Conversation session between Caroline and Melanie2023-08-16Caroline (ORG)
a6aa1de2...Caroline created a self-portrait last week and shared a picture of it.Conversation session between Caroline and Melanie2023-08-16Caroline (ORG)
ddf7391b...Melanie uses painting of pottery as a means of self‑expression, creating bowls with colors and patterns to make people smile.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
3508cee4...Caroline expressed excitement and said she can't wait for the trip, looking forward to making awesome memories.Conversation session between Caroline and Melanie2023-08-17None
c6250e4a...Melanie agreed to plan something special for the summer.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
50387efe...Melanie shared a picture of her finished pottery bowl with Caroline.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON), Caroline (GPE)
789ced0e...Melanie finished another pottery project.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
34e4bc74...Caroline suggested planning a special summer outing for just the two of them to explore nature and create memories.Conversation session between Caroline and Melanie2023-08-17Caroline (ORG)
1e23d3ab...Caroline experienced a not-so-great hike where she encountered a group of religious conservatives who said something that upset her, leading her to reflect on the need for more LGBTQ rights work.Conversation session between Caroline and Melanie2023-08-17Caroline (ORG)
71d52532...Melanie proposed that they do a family outing this summer.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
c1abdc5d...Melanie feels a strong connection to art, describing it as a sanctuary and source of comfort that provides her happiness and fulfillment.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
ea2fceb6...Melanie said she would start thinking about possible activities for their upcoming trip.Conversation session between Caroline and Melanie2023-08-17Melanie (PERSON)
c9e6db85...Caroline attempted to apologize to the people she encountered during the hiking incident on 2023-08-18.Conversation session between Caroline and Melanie2023-08-18None
0fb603e2...Caroline went hiking on 2023-08-18 and got into a bad spot with some people, after which she tried to apologize to them.Conversation session between Caroline and Melanie2023-08-18None
a4b30f95...Caroline visited a beach on 2023-08-18, watched the sun dip below the horizon, and felt the experience was amazing and calming, which later inspired her sunset painting.Conversation session between Caroline and Melanie2023-08-18Caroline (ORG)
d3c8b174...During the camping trip on 2023-08-23, Melanie and the kids roasted marshmallows and shared stories around the campfire.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON)
f279b6c9...Melanie went camping with her kids on 2023-08-23, explored the forest, hiked, and had a blast.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON)
1562d91b...Melanie shared a photo of a horse painting she created recently.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON)
bbdeb147...Melanie congratulated Caroline on taking the adoption step and expressed pride.Conversation session between Caroline and Melanie2023-08-23Caroline (PERSON), Melanie (PERSON)
21092a87...Melanie and her household acquired a cat named Bailey.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON), Bailey (PERSON)
2e1139df...Melanie shared a picture of her pet Oliver.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON), Oliver (PERSON)
62751b22...Oliver once hid his bone in Melanie's slipper.Conversation session between Caroline and Melanie2023-08-23Oliver once (PERSON), Melanie (PERSON)
ed3b9e4c...Melanie once fed a horse a carrot.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON), fed (ORG)
08c8ccc7...Caroline expressed that she feels both excited and nervous about the big responsibility of parenting.Conversation session between Caroline and Melanie2023-08-23None
4d1f4b8e...Caroline believes that art gives her a sense of freedom and that supportive people, LGBTQ rights advocacy, and living authentically are important to her.Conversation session between Caroline and Melanie2023-08-23None
0f694b9a...Melanie enjoys painting animals, finds it peaceful and special, and appreciates the grace of horses.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON)
5b3af8e4...Melanie stated that art helps people understand themselves and express their identity.Conversation session between Caroline and Melanie2023-08-23Melanie (PERSON)
ecbe1bf6...Caroline loves creating art and uses painting as a form of self-expression.Conversation session between Caroline and Melanie2023-08-23None
7afb43ba...Caroline applied to adoption agencies as her first step toward becoming a mother.Conversation session between Caroline and Melanie2023-08-23None
946ad9f3...Caroline received assistance from an adoption advice/assistance group that she attended.Conversation session between Caroline and Melanie2023-08-23Caroline (ORG)
360bd54f...Caroline owns a guinea pig named Oscar.Conversation session between Caroline and Melanie2023-08-23Caroline (ORG), Oscar (PERSON)
00251334...Caroline shared a picture of her guinea pig Oscar eating parsley, noting that vegetables are his favorite.Conversation session between Caroline and Melanie2023-08-23Oscar (PERSON)
913596c5...Caroline used to go horseback riding with her father during her childhood, riding through fields and feeling the wind.Conversation session between Caroline and Melanie2023-08-23None
d01310cd...Melanie spent the day on 2023-08-24 volunteering at a homeless shelter with her family, noting it was hard to see neglect but rewarding to make a difference.Conversation session between Caroline and Melanie2023-08-24Melanie (PERSON)
0f5465f1...Melanie made a pottery plate in a pottery class on 2023-08-24 and expressed that she loves pottery because it is relaxing and creative.Conversation session between Caroline and Melanie2023-08-24Melanie (PERSON)
2bc69802...Caroline discovered a rainbow‑colored sidewalk in her neighborhood for Pride Month, took a photograph of it on 2023-08-25, and said it felt vibrant, welcoming, and a reminder of love and acceptance.Conversation session between Caroline and Melanie2023-08-25Pride Month (EVENT)
fbf877d3...Caroline saw someone drawing on the ground on 2023-08-25, felt happy about the spontaneous art, and said such creativity can brighten someone's day.Conversation session between Caroline and Melanie2023-08-25None
dfe2d634...Caroline drew a realistic bouquet of flowers on 2023-08-25, stating that drawing flowers is one of her favorite artistic activities and that sharing nature through art brings joy.Conversation session between Caroline and Melanie2023-08-25Caroline (ORG)
75be79b3...Caroline announced that there will be a great night featuring LGBTQ artists and their talentsConversation session between Caroline and Melanie2023-08-25None
5877b6f1...Caroline said that art connects people, helps understand each other, and that she feels a sense of peace and serenity when others appreciate her work.Conversation session between Caroline and Melanie2023-08-25Caroline (ORG)
cd99e3ff...Caroline explained that the rainbow flag mural is important to her because it reflects the courage and strength of the transgender community, and that the eagle symbol on it represents freedom, pride, and her personal resilience.Conversation session between Caroline and Melanie2023-08-25Caroline (ORG)
d5273582...Caroline created a stained‑glass window for a local church on 2023-08-25, intending it to remind viewers of discovering true potential, personal growth, and her journey as a transgender woman.Conversation session between Caroline and Melanie2023-08-25Caroline (ORG)
2523c0f6...Caroline finished a vivid sunset painting on 2023-08-25, describing the colors as realistic and saying it was inspired by a beach visit the previous week.Conversation session between Caroline and Melanie2023-08-25Caroline (ORG)
e1ca15c2...Caroline and Melanie intend to organize the night to spread understanding and acceptanceConversation session between Caroline and Melanie2023-08-25Melanie (PERSON), Caroline (ORG)
5324d1cf...Melanie stated that her favorite artistic mediums are painting landscapes and still life, and she finds nature amazing.Conversation session between Caroline and Melanie2023-08-25Melanie (PERSON)
f94c2a08...Melanie expressed that she loves pottery because it is relaxing and creative, and she enjoys making functional art such as plates.Conversation session between Caroline and Melanie2023-08-25Melanie (PERSON)
8ab6ac8b...Melanie said she is feeling inspired by autumn and is planning to create several new paintings in the near future.Conversation session between Caroline and Melanie2023-08-25Melanie (PERSON)
47bfc3df...Caroline transitioned and joined the transgender community, stating that finding a supportive community where she is accepted, loved, and understood has made a huge difference in her life.Conversation session between Caroline and Melanie2023-08-25None
bbe0dfe4...Melanie painted a landscape still‑life artwork on 2023-08-25, describing it as recent and expressing that painting landscapes and still life are her favorite art forms.Conversation session between Caroline and Melanie2023-08-25Melanie (PERSON)
fb8d3c5e...Caroline told Melanie that she is stoked about an upcoming eventConversation session between Caroline and Melanie2023-08-25Melanie (PERSON), Caroline (PERSON)
b317b1db...Melanie said she appreciates Caroline's help and motivation, indicating a supportive friendship between them.Conversation session between Caroline and Melanie2023-08-25Caroline (PERSON), Melanie (PERSON)
ea614f98...Melanie took her two children to a park on 2023-08-27, where they explored, played, and enjoyed the outdoors.Conversation session between Caroline and Melanie2023-08-27Melanie (PERSON)
e11b5225...Caroline believes that playing and singing music helps her express herself, provides cathartic and uplifting experiences, and brings people together.Conversation session between Caroline and Melanie2023-08-28None
4cf2f23b...On 2023-08-28, Caroline shared her personal story with the young people at the LGBTQ+ youth center to let them know they are not alone.Conversation session between Caroline and Melanie2023-08-28Caroline (ORG)
66471609...Melanie enjoys both classical music by Bach and Mozart and modern pop music such as Ed Sheeran's 'Perfect'.Conversation session between Caroline and Melanie2023-08-28Ed Sheeran's (PERSON), Mozart (PERSON), Bach (PERSON), Melanie (PERSON)
24679343...Melanie plays the clarinet, having started when she was young, and continues to use it as a form of self‑expression and relaxation.Conversation session between Caroline and Melanie2023-08-28Melanie (PERSON)
a75828a3...Melanie attended a live music concert featuring the band 'Summer Sounds' on 2023-08-28, took a picture, and felt the event was fun and demonstrated how music brings people together.Conversation session between Caroline and Melanie2023-08-28Melanie (PERSON)
23eda9e3...On 2023-08-28, Caroline and the youth center staff began planning a talent show for the children, scheduled to take place next month.Conversation session between Caroline and Melanie2023-08-28Caroline (PERSON)
b83914aa...Caroline volunteered at an LGBTQ+ youth center on 2023-08-28, speaking with young people, finding the experience gratifying, and emphasizing the importance of kindness and support.Conversation session between Caroline and Melanie2023-08-28None
f1073015...During her volunteer shift on 2023-08-28, Caroline felt fulfilled while guiding and supporting the young attendees at the LGBTQ+ youth center.Conversation session between Caroline and Melanie2023-08-28Caroline (ORG)
c9db6620...Caroline considers the song 'Brave' by Sara Bareilles deeply meaningful because it represents courage, fighting for what is right, and reminds her of her personal progress.Conversation session between Caroline and Melanie2023-08-28Sara Bareilles (PERSON)
3ffc3212...Caroline went biking with the gang on the weekend of 2023-09-09, saw some cool sights, and sent a stunning picture of the outing.Conversation session between Caroline and Melanie2023-09-09None
1ae3209b...Melanie also spent time at a park on the weekend of 2023-09-09 and enjoyed the experience, as noted by Caroline.Conversation session between Caroline and Melanie2023-09-09Melanie (PERSON), Caroline (ORG)
1bbcfdfd...Melanie had a good time at a café on the weekend of 2023-09-09, where the café displayed thoughtful precautionary signs.Conversation session between Caroline and Melanie2023-09-09Melanie (PERSON)
88179735...Caroline is inspired by her volunteer work that benefits the LGBTQ+ community, which she says helps create a more loving world and motivates her to keep making art.Conversation session between Caroline and Melanie2023-09-13Caroline (ORG)
6801c9f8...Caroline uses painting and drawing to express her feelings and explore her gender identity; creating art was important during her transition, helping her understand and accept herself.Conversation session between Caroline and Melanie2023-09-13Caroline (ORG)
f618308e...Melanie has been practicing art for seven years, focusing on painting and pottery, and she shared a picture of her pottery creation on this date.Conversation session between Caroline and Melanie2023-09-13Melanie (PERSON)
e43f77cb...Caroline created a painting that represents her journey as a trans woman, using red and blue colors to symbolize and challenge the binary gender system, and she feels proud of her authentic self.Conversation session between Caroline and Melanie2023-09-13Caroline (ORG)
b6428a56...Caroline has not yet tried pottery but is interested in trying it in the future, and she shared a piece of artwork (a painting) she made on this date.Conversation session between Caroline and Melanie2023-09-13Caroline (ORG)
5970822b...Caroline has been creating art since she was about 17 years old.Conversation session between Caroline and Melanie2023-09-13Caroline (ORG)
277ed805...Melanie got hurt and had to take a break from pottery, which she uses for self‑expression and peace.Conversation session between Caroline and Melanie2023-09-13Melanie (PERSON)
2db31de3...Caroline is organizing an LGBTQ art show scheduled for September 2023, during which she plans to exhibit her paintings and provide a platform for the LGBTQ community.Conversation session between Caroline and Melanie2023-09-25Caroline (ORG)
013a1148...Caroline attended a transgender poetry reading last Friday, where transgender people shared their stories through poetry in a safe, empowering environment.Conversation session between Caroline and Melanie2023-10-06Caroline (ORG)
62906a7f...Caroline described the poetry reading venue as having electric energy, a supportive atmosphere, and prideful posters.Conversation session between Caroline and Melanie2023-10-06None
b9f441cf...Melanie shared a painting she created last week, inspired by sunsets, with calming colors.Conversation session between Caroline and Melanie2023-10-06Melanie (PERSON)
eb4b2697...Melanie thanked Caroline for the adoption advice.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON), Caroline (PERSON)
b8849ebd...Caroline was inspired by the poetry reading posters to create her own artwork.Conversation session between Caroline and Melanie2023-10-13Caroline (PERSON)
59ca2a4a...Caroline has been trying abstract painting recently as a form of self‑expression.Conversation session between Caroline and Melanie2023-10-13Caroline (ORG)
f2076461...Melanie has been reading a book that Caroline recommended and is painting to keep busy.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON), Caroline (PERSON)
e0723587...Caroline expressed excitement about starting a new chapter of adoption.Conversation session between Caroline and Melanie2023-10-13Caroline (ORG)
89b38d66...Melanie said she might consider adoption after hearing about her friend's successful adoption.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON)
f21ee8dc...Caroline advised Melanie to research adoption agencies or lawyers, gather references, financial information, medical checks, and prepare emotionally.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON)
e0ca9b41...Caroline offered to help Melanie with adoption in any way she can.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON)
e54b687e...Melanie created an abstract painting and shared it.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON)
800228cd...Caroline expressed that she is ready to become a mother, adopt children, and share her love and family.Conversation session between Caroline and Melanie2023-10-13None
00f7e651...Caroline drew a poster that stands for freedom and being real, representing authenticity and embracing womanhood.Conversation session between Caroline and Melanie2023-10-13Caroline (ORG)
3fd5d6f4...Melanie is doing research on adoption agencies or lawyers and is preparing emotionally for the adoption process.Conversation session between Caroline and Melanie2023-10-13Melanie (PERSON)
82019d6f...Caroline contacted her mentor for adoption advice.Conversation session between Caroline and Melanie2023-10-13Caroline (ORG)
283d5db9...During the roadtrip on October 14, 2023, Melanie's son was involved in a vehicle accident.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON)
bb043c17...After the accident on October 14, 2023, Melanie reassured her children and explained that their brother would be okay.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON)
245fb9dc...During the roadtrip on October 14, 2023, Melanie's family visited the Grand Canyon and they enjoyed it a lot.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON), the Grand Canyon (LOC)
624be110...Melanie felt scared during the accident on October 14, 2023.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON)
f35d6849...Melanie's son emerged unharmed from the accident on October 14, 2023.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON)
94cae064...Melanie, her husband, and their children went on a roadtrip during the weekend of October 14, 2023, which Melanie described as insane.Conversation session between Caroline and Melanie2023-10-14Melanie (PERSON)
5b6b5119...On October 19, 2023, Melanie and her family went on a nature/camping outing that served as relaxation after the road trip, and the children loved it.Conversation session between Caroline and Melanie2023-10-19Melanie (PERSON)
9b4fc931...On October 19, 2023, Melanie shared a photo taken that day showing her family enjoying the nature outing.Conversation session between Caroline and Melanie2023-10-19Melanie (PERSON)
241487fb...Caroline passed the adoption agency interviews on Friday, 2023-10-20.Conversation session between Caroline and Melanie2023-10-20None
ab7656e3...Caroline felt excited and thankful after passing the adoption agency interviews.Conversation session between Caroline and Melanie2023-10-20None
a69aaf0e...Melanie expressed that her family means the world to her and she is very thankful for them.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
400b8b2c...Caroline expressed empathy for Melanie's accident and emphasized the importance of loved ones.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
21e3595d...Melanie said waking up to the sound of birds and the smell of fresh air during camping always refreshes her soul.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
118d54b1...Melanie described camping as a chance to be present together, bonding over stories, campfires, and nature.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
4a332d06...Melanie said nature helps her reset and recharge, and she loves camping trips with her family because nature brings peace and serenity.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
2abe9529...Melanie stated that her children are resilient and give her strength to keep going.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
5892f19e...Melanie reflected that the accident reminded her that life is precious and she should cherish her family.Conversation session between Caroline and Melanie2023-10-20Melanie (PERSON)
e992572e...Caroline noted that family is priceless and wished Melanie luck.Conversation session between Caroline and Melanie2023-10-20Caroline (PERSON), Melanie (PERSON)
757e0d5e...Melanie bought figurines on 2023-10-21 that remind her of family love.Conversation session between Caroline and Melanie2023-10-21Melanie (PERSON)
6a7a8078...Melanie felt happy for Caroline after hearing about the interview success.Conversation session between Caroline and Melanie2023-10-21Melanie (PERSON), Caroline (PERSON)
5361b9b9...Caroline stated that she views adoption as a way of giving back, showing love and acceptance.Conversation session between Caroline and Melanie2023-10-22Caroline (PERSON)
611101ba...Melanie and Caroline affirmed that they can always be there for each other.Conversation session between Caroline and Melanie2023-10-22Caroline (PERSON), Melanie (PERSON)
8e968a37...Caroline reported receiving invaluable help and encouragement from friends, family, and people she looked up to during her transition and acceptance journey.Conversation session between Caroline and Melanie2023-10-22None
4be89858...Melanie provided emotional support to Caroline, which Caroline acknowledged as meaningful.Conversation session between Caroline and Melanie2023-10-22Caroline (ORG), Melanie (PERSON), Caroline (ORG)
4d33e29c...Caroline described her dream of creating a safe and loving home for needy kids.Conversation session between Caroline and Melanie2023-10-22None
cd93fc14...Caroline said she has found self‑acceptance after a long process and now feels ready to offer love and support to those who need it.Conversation session between Caroline and Melanie2023-10-22Caroline (ORG)
4808b89b...Caroline expressed her hope to build her own family and provide a roof over children who have not had one before.Conversation session between Caroline and Melanie2023-10-22Caroline (PERSON)
4ce55f6d...Caroline expressed appreciation for the encouragement of close friends and family, stating it shaped who she is.Conversation session between Caroline and Melanie2023-10-22None
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- - - - diff --git a/web/server.py b/web/server.py new file mode 100644 index 00000000..6ae8fbeb --- /dev/null +++ b/web/server.py @@ -0,0 +1,286 @@ +""" +FastAPI server for memory graph visualization and API. + +Provides REST API endpoints for memory operations and serves +the interactive visualization interface. +""" +import asyncpg +import asyncio +from fastapi import FastAPI, HTTPException +from fastapi.staticfiles import StaticFiles +from fastapi.responses import FileResponse +from pydantic import BaseModel +from dotenv import load_dotenv +import os +import sys +from pathlib import Path +from typing import Optional + +# Add parent directory to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent)) +from memory import TemporalSemanticMemory + +load_dotenv() + +app = FastAPI(title="Memory Graph API", version="1.0.0") + +# Mount static files +app.mount("/static", StaticFiles(directory="web/static"), name="static") + + +class SearchRequest(BaseModel): + """Request model for search endpoint.""" + query: str + agent_id: str = "default" + thinking_budget: int = 100 + top_k: int = 10 + + +async def get_graph_data(): + """Fetch graph data from database.""" + conn = await asyncpg.connect( + os.getenv('DATABASE_URL'), + statement_cache_size=0 # Disable statement caching for pgbouncer compatibility + ) + + # Get all memory units + units = await conn.fetch(""" + SELECT id, text, event_date, context + FROM memory_units + ORDER BY event_date + """) + + # Get all links with weights + links = await conn.fetch(""" + SELECT + ml.from_unit_id, + ml.to_unit_id, + ml.link_type, + ml.weight, + e.canonical_name as entity_name + FROM memory_links ml + LEFT JOIN entities e ON ml.entity_id = e.id + ORDER BY ml.link_type, ml.weight DESC + """) + + # Get entity information + unit_entities = await conn.fetch(""" + SELECT ue.unit_id, e.canonical_name, e.entity_type + FROM unit_entities ue + JOIN entities e ON ue.entity_id = e.id + ORDER BY ue.unit_id + """) + + await conn.close() + + # Build entity mapping + entity_map = {} + for row in unit_entities: + unit_id = row['unit_id'] + entity_name = row['canonical_name'] + entity_type = row['entity_type'] + if unit_id not in entity_map: + entity_map[unit_id] = [] + entity_map[unit_id].append(f"{entity_name} ({entity_type})") + + # Build nodes + nodes = [] + for row in units: + unit_id = row['id'] + text = row['text'] + event_date = row['event_date'] + context = row['context'] + + entities = entity_map.get(unit_id, []) + entity_count = len(entities) + + # Color by entity count + if entity_count == 0: + color = "#e0e0e0" + elif entity_count == 1: + color = "#90caf9" + else: + color = "#42a5f5" + + nodes.append({ + "data": { + "id": str(unit_id), + "label": text[:50] + "..." if len(text) > 50 else text, + "text": text, + "context": context, + "date": str(event_date.date()), + "entities": ", ".join(entities) if entities else "None", + "color": color + } + }) + + # Build edges + edges = [] + for row in links: + from_id = row['from_unit_id'] + to_id = row['to_unit_id'] + link_type = row['link_type'] + weight = row['weight'] + entity_name = row['entity_name'] + + # Set color based on link type + if link_type == 'temporal': + color = "#00bcd4" + line_style = "dashed" + elif link_type == 'semantic': + color = "#ff69b4" + line_style = "solid" + elif link_type == 'entity': + color = "#ffd700" + line_style = "solid" + else: + color = "#999999" + line_style = "solid" + + edges.append({ + "data": { + "id": f"{from_id}-{to_id}-{link_type}", + "source": str(from_id), + "target": str(to_id), + "weight": weight, + "linkType": link_type, + "entityName": entity_name or "", + "color": color, + "lineStyle": line_style + } + }) + + # Build table rows + table_rows = [] + for row in units: + unit_id = row['id'] + text = row['text'] + event_date = row['event_date'] + context = row['context'] + + entities = entity_map.get(unit_id, []) + entity_str = ", ".join(entities) if entities else "None" + table_rows.append({ + "id": str(unit_id)[:8] + "...", + "text": text, + "context": context, + "date": str(event_date.date()), + "entities": entity_str + }) + + return { + "nodes": nodes, + "edges": edges, + "table_rows": table_rows, + "total_units": len(units) + } + + +@app.get("/") +async def index(): + """Serve the visualization page.""" + return FileResponse("web/templates/index.html") + + +@app.get("/api/graph") +async def api_graph(): + """Get graph data from database.""" + try: + data = await get_graph_data() + return data + except Exception as e: + import traceback + error_detail = f"{str(e)}\n\nTraceback:\n{traceback.format_exc()}" + print(f"Error in /api/graph: {error_detail}") + raise HTTPException(status_code=500, detail=str(e)) + + +@app.post("/api/search") +async def api_search(request: SearchRequest): + """Run a search and return results with trace.""" + try: + # Initialize memory system + memory = TemporalSemanticMemory() + + # Run search with tracing + results, trace = await memory.search_async( + agent_id=request.agent_id, + query=request.query, + thinking_budget=request.thinking_budget, + top_k=request.top_k, + enable_trace=True + ) + + # Convert trace to dict + trace_dict = trace.to_dict() if trace else None + + return { + 'results': results, + 'trace': trace_dict + } + except Exception as e: + import traceback + error_detail = f"{str(e)}\n\nTraceback:\n{traceback.format_exc()}" + print(f"Error in /api/search: {error_detail}") + raise HTTPException(status_code=500, detail=str(e)) + + +@app.get("/api/agents") +async def api_agents(): + """Get list of available agents from database.""" + try: + conn = await asyncpg.connect( + os.getenv('DATABASE_URL'), + statement_cache_size=0 + ) + + # Get distinct agent IDs from memory_units + agents = await conn.fetch(""" + SELECT DISTINCT agent_id + FROM memory_units + WHERE agent_id IS NOT NULL + ORDER BY agent_id + """) + + await conn.close() + + agent_list = [row['agent_id'] for row in agents] + return {"agents": agent_list} + except Exception as e: + import traceback + error_detail = f"{str(e)}\n\nTraceback:\n{traceback.format_exc()}" + print(f"Error in /api/agents: {error_detail}") + raise HTTPException(status_code=500, detail=str(e)) + + +@app.get("/api/locomo") +async def api_locomo(): + """Get Locomo benchmark results.""" + import json + try: + results_path = Path(__file__).parent.parent / "benchmarks" / "locomo" / "benchmark_results.json" + if not results_path.exists(): + raise HTTPException(status_code=404, detail="Benchmark results not found") + + with open(results_path, 'r') as f: + data = json.load(f) + return data + except FileNotFoundError: + raise HTTPException(status_code=404, detail="Benchmark results not found") + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +if __name__ == "__main__": + import uvicorn + print("\n" + "=" * 80) + print("Memory Graph API Server") + print("=" * 80) + print("\nStarting server at http://localhost:8080") + print("\nEndpoints:") + print(" GET / - Visualization UI") + print(" GET /api/graph - Get graph data") + print(" POST /api/search - Run search with trace") + print("\n" + "=" * 80 + "\n") + + uvicorn.run("server:app", host="0.0.0.0", port=8080, reload=True) diff --git a/web/static/css/styles.css b/web/static/css/styles.css new file mode 100644 index 00000000..cc7a3206 --- /dev/null +++ b/web/static/css/styles.css @@ -0,0 +1,498 @@ +body { + font-family: Tahoma, sans-serif; + margin: 0; + padding: 0; + background: #f5f5f5; +} + +.tab-container { + background: white; +} + +.tab-buttons { + background: #f0f0f0; + border-bottom: 2px solid #333; + padding: 0; + margin: 0; +} + +.tab-button { + background: #e0e0e0; + border: none; + padding: 12px 24px; + cursor: pointer; + font-size: 16px; + font-weight: bold; + border-top: 2px solid transparent; + border-left: 2px solid transparent; + border-right: 2px solid transparent; + transition: background 0.2s; +} + +.tab-button:hover { + background: #d0d0d0; +} + +.tab-button.active { + background: white; + border-top: 2px solid #333; + border-left: 2px solid #333; + border-right: 2px solid #333; + border-bottom: 2px solid white; + margin-bottom: -2px; +} + +.tab-content { + display: none; + background: white; +} + +.tab-content.active { + display: block; +} + +#cy { + width: 100%; + height: 800px; + background: #ffffff; +} + +#graph-tab { + position: relative; +} + +#table-tab { + padding: 20px; +} + +.legend { + position: absolute; + top: 80px; + left: 20px; + background: white; + padding: 15px; + border: 2px solid #333; + border-radius: 8px; + box-shadow: 2px 2px 8px rgba(0,0,0,0.3); + z-index: 1000; + max-width: 250px; +} + +.legend h3 { + margin-top: 0; + border-bottom: 2px solid #333; + padding-bottom: 5px; +} + +.legend-item { + margin: 8px 0; + display: flex; + align-items: center; +} + +.legend-line { + width: 30px; + height: 2px; + margin-right: 10px; +} + +.legend-node { + width: 20px; + height: 20px; + margin-right: 10px; + border: 1px solid #999; + border-radius: 3px; +} + +#table-filter { + width: 100%; + max-width: 600px; + padding: 10px; + margin-bottom: 15px; + border: 2px solid #ccc; + border-radius: 4px; + font-size: 14px; + box-sizing: border-box; +} + +#memory-table { + width: 100%; + border-collapse: collapse; + font-size: 13px; + max-width: 1400px; +} + +#memory-table th { + padding: 10px; + text-align: left; + border: 1px solid #ddd; + background: #f0f0f0; +} + +#memory-table td { + padding: 8px; + border: 1px solid #ddd; +} + +.tooltip { + position: absolute; + background: white; + border: 2px solid #333; + border-radius: 4px; + padding: 10px; + box-shadow: 2px 2px 8px rgba(0,0,0,0.3); + max-width: 300px; + font-size: 12px; + pointer-events: none; + z-index: 9999; +} + +#debug-tab { + padding: 20px; +} + +.debug-container { + display: flex; + gap: 20px; + height: calc(100vh - 150px); +} + +.debug-pane { + flex: 1; + display: flex; + flex-direction: column; + border: 2px solid #333; + border-radius: 8px; + overflow: hidden; +} + +.debug-pane-header { + background: #f0f0f0; + padding: 10px; + border-bottom: 2px solid #333; + font-weight: bold; +} + +.debug-search-controls { + padding: 10px; + background: #e3f2fd; + border-bottom: 2px solid #333; +} + +.debug-status-bar { + padding: 8px 15px; + background: #fff8e1; + border-bottom: 2px solid #333; + font-size: 13px; + display: flex; + align-items: center; + gap: 5px; + flex-wrap: wrap; +} + +.debug-controls { + padding: 10px; + background: #f9f9f9; + border-bottom: 2px solid #333; + display: flex; + gap: 10px; + align-items: center; + flex-wrap: wrap; +} + +.debug-viz { + flex: 1; + position: relative; + background: white; + min-height: 400px; + width: 100%; +} + +.debug-viz canvas { + width: 100% !important; + height: 100% !important; +} + +.debug-info { + padding: 10px; + background: #f9f9f9; + border-top: 2px solid #333; + font-size: 12px; + max-height: 200px; + overflow-y: auto; +} + +.debug-button { + padding: 8px 16px; + background: #42a5f5; + color: white; + border: none; + border-radius: 4px; + cursor: pointer; + font-weight: bold; +} + +.debug-button:hover { + background: #1e88e5; +} + +.debug-button.secondary { + background: #66bb6a; +} + +.debug-button.secondary:hover { + background: #43a047; +} + +.error-message { + color: #d32f2f; + padding: 10px; + background: #ffebee; + border: 1px solid #ef5350; + border-radius: 4px; + margin-top: 10px; +} + +.stats-grid { + display: grid; + grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); + gap: 10px; + margin-top: 10px; +} + +.stat-item { + padding: 8px; + background: white; + border: 1px solid #ddd; + border-radius: 4px; +} + +.stat-label { + font-weight: bold; + color: #666; + font-size: 11px; +} + +.stat-value { + font-size: 18px; + color: #333; +} + +.loading { + text-align: center; + padding: 20px; + color: #666; +} + +.refresh-button { + padding: 6px 15px; + background: #66bb6a; + color: white; + border: none; + border-radius: 4px; + cursor: pointer; + font-weight: bold; + margin-left: 10px; +} + +.refresh-button:hover { + background: #43a047; +} + +/* Decision Log Styles */ +.debug-viz-container { + flex: 1; + position: relative; + overflow: hidden; +} + +.decision-log { + height: 100%; + overflow-y: auto; + padding: 20px; + background: #fafafa; +} + +.log-header { + background: white; + border: 2px solid #333; + border-radius: 8px; + padding: 20px; + margin-bottom: 20px; +} + +.log-header h3 { + margin: 0 0 10px 0; + color: #333; +} + +.log-header p { + margin: 5px 0; +} + +.log-explanation { + color: #666; + font-size: 13px; + line-height: 1.5; +} + +.log-step { + margin-bottom: 20px; +} + +.log-step-header { + background: #333; + color: white; + padding: 10px 15px; + font-weight: bold; + border-radius: 6px 6px 0 0; + font-size: 14px; +} + +.log-step-explanation { + background: #e3f2fd; + border: 2px solid #333; + border-top: none; + padding: 12px 15px; + font-size: 13px; + line-height: 1.5; +} + +.log-card { + background: white; + border: 2px solid #ddd; + border-radius: 6px; + padding: 15px; + margin: 10px 0; + transition: box-shadow 0.2s; +} + +.log-card:hover { + box-shadow: 0 2px 8px rgba(0,0,0,0.1); +} + +.log-card-entry { + border-color: #66bb6a; + background: #f1f8f4; +} + +.log-card-result { + border-color: #ffd54f; + background: #fffef0; +} + +.log-card-pruned { + border-color: #ef5350; + background: #ffebee; +} + +.log-card-header { + display: flex; + gap: 10px; + margin-bottom: 10px; + flex-wrap: wrap; +} + +.log-badge { + display: inline-block; + padding: 4px 10px; + border-radius: 12px; + font-size: 11px; + font-weight: bold; + text-transform: uppercase; +} + +.log-badge-entry { + background: #66bb6a; + color: white; +} + +.log-badge-result { + background: #ffd54f; + color: #333; +} + +.log-badge-temporal { + background: #00bcd4; + color: white; +} + +.log-badge-semantic { + background: #ff69b4; + color: white; +} + +.log-badge-entity { + background: #ffd700; + color: #333; +} + +.log-badge-pruned { + background: #ef5350; + color: white; +} + +.log-memory-text { + font-size: 14px; + color: #333; + margin: 10px 0; + padding: 10px; + background: #f9f9f9; + border-left: 4px solid #42a5f5; + font-style: italic; +} + +.log-details { + margin-top: 10px; + font-size: 12px; +} + +.log-detail-row { + display: flex; + justify-content: space-between; + align-items: center; + padding: 6px 0; + border-bottom: 1px solid #eee; +} + +.log-detail-row:last-child { + border-bottom: none; +} + +.log-detail-label { + font-weight: bold; + color: #666; +} + +.log-detail-value { + color: #333; +} + +.log-detail-help { + cursor: help; + margin-left: 5px; + color: #999; + font-size: 14px; +} + +/* Results Table Styles */ +.results-table-container { + height: 100%; + overflow-y: auto; + background: white; +} + +/* Search Graph Legend */ +.search-graph-legend { + position: absolute; + top: 10px; + right: 10px; + background: white; + padding: 15px; + border: 2px solid #333; + border-radius: 8px; + box-shadow: 2px 2px 8px rgba(0,0,0,0.3); + z-index: 1000; + max-width: 320px; + font-size: 12px; +} diff --git a/web/static/js/app.js b/web/static/js/app.js new file mode 100644 index 00000000..23b6dc62 --- /dev/null +++ b/web/static/js/app.js @@ -0,0 +1,1041 @@ +// Global state +let allGraphData = null; +let cy = null; +let debugPanes = []; +let debugPaneCounter = 0; + +// Load data from API +async function loadGraphData() { + try { + const response = await fetch('/api/graph'); + + if (!response.ok) { + const error = await response.json(); + throw new Error(error.detail || `HTTP ${response.status}`); + } + + allGraphData = await response.json(); + + // Validate response structure + if (!allGraphData || !allGraphData.nodes || !allGraphData.edges) { + throw new Error('Invalid response format from server'); + } + + // Update table + updateTable(); + + // Initialize graph + if (document.getElementById('graph-tab').classList.contains('active')) { + reloadGraph(); + } + + return allGraphData; + } catch (e) { + console.error('Error loading graph data:', e); + alert('Error loading graph data: ' + e.message); + + // Show error in the UI + const cyDiv = document.getElementById('cy'); + if (cyDiv) { + cyDiv.innerHTML = ` +
+

Failed to load graph data

+

${e.message}

+ +
+ `; + } + } +} + +// Refresh data from server +function refreshData() { + loadGraphData(); +} + +// Update table with current data +function updateTable() { + if (!allGraphData) return; + + const tbody = document.getElementById('table-body'); + const countSpan = document.getElementById('table-count'); + + countSpan.textContent = `(${allGraphData.total_units})`; + + tbody.innerHTML = allGraphData.table_rows.map(row => ` + + ${row.id} + ${row.text} + ${row.context} + ${row.date} + ${row.entities} + + `).join(''); +} + +// Initialize graph with filtering +function initGraph(nodeLimit, layoutName) { + if (!allGraphData) return; + + // Filter nodes to limit + const limitedNodes = allGraphData.nodes.slice(0, nodeLimit); + const nodeIds = new Set(limitedNodes.map(n => n.data.id)); + + // Filter edges to only include those between visible nodes + const limitedEdges = allGraphData.edges.filter(e => + nodeIds.has(e.data.source) && nodeIds.has(e.data.target) + ); + + // Update count display + document.getElementById('node-count').textContent = + `Showing ${limitedNodes.length} of ${allGraphData.nodes.length} nodes`; + + // Destroy existing graph if any + if (cy) { + cy.destroy(); + } + + // Layout configurations + const layouts = { + 'circle': { + name: 'circle', + animate: false, + radius: 300, + spacingFactor: 1.5 + }, + 'grid': { + name: 'grid', + animate: false, + rows: Math.ceil(Math.sqrt(limitedNodes.length)), + cols: Math.ceil(Math.sqrt(limitedNodes.length)), + spacingFactor: 2 + }, + 'cose': { + name: 'cose', + animate: false, + nodeRepulsion: 15000, + idealEdgeLength: 150, + edgeElasticity: 100, + nestingFactor: 1.2, + gravity: 1, + numIter: 1000, + initialTemp: 200, + coolingFactor: 0.95, + minTemp: 1.0 + } + }; + + // Initialize Cytoscape + cy = cytoscape({ + container: document.getElementById('cy'), + + elements: [ + ...limitedNodes.map(n => ({ data: n.data })), + ...limitedEdges.map(e => ({ data: e.data })) + ], + + style: [ + { + selector: 'node', + style: { + 'background-color': 'data(color)', + 'label': 'data(label)', + 'text-valign': 'center', + 'text-halign': 'center', + 'font-size': '10px', + 'font-weight': 'bold', + 'text-wrap': 'wrap', + 'text-max-width': '100px', + 'width': 40, + 'height': 40, + 'border-width': 2, + 'border-color': '#333' + } + }, + { + selector: 'edge', + style: { + 'width': 1, + 'line-color': 'data(color)', + 'line-style': 'data(lineStyle)', + 'target-arrow-shape': 'triangle', + 'target-arrow-color': 'data(color)', + 'curve-style': 'bezier', + 'opacity': 0.7 + } + }, + { + selector: 'node:selected', + style: { + 'border-width': 4, + 'border-color': '#000' + } + } + ], + + layout: layouts[layoutName] || layouts['circle'] + }); + + // Simple tooltip on hover + let tooltip = null; + + cy.on('mouseover', 'node', function(evt) { + const node = evt.target; + const data = node.data(); + const renderedPosition = node.renderedPosition(); + + // Create tooltip + tooltip = document.createElement('div'); + tooltip.className = 'tooltip'; + tooltip.innerHTML = ` + Text: ${data.text}
+ Context: ${data.context}
+ Date: ${data.date}
+ Entities: ${data.entities} + `; + tooltip.style.left = renderedPosition.x + 20 + 'px'; + tooltip.style.top = renderedPosition.y + 'px'; + document.body.appendChild(tooltip); + }); + + cy.on('mouseout', 'node', function(evt) { + if (tooltip) { + tooltip.remove(); + tooltip = null; + } + }); +} + +// Reload graph with current settings +function reloadGraph() { + const nodeLimit = parseInt(document.getElementById('node-limit').value) || 50; + const layoutName = document.getElementById('layout-select').value; + initGraph(nodeLimit, layoutName); +} + +// Load available agents +let agentsLoaded = false; +async function loadAgents() { + if (agentsLoaded) return; + + try { + const response = await fetch('/api/agents'); + const data = await response.json(); + + const select = document.getElementById('search-agent-id'); + select.innerHTML = ''; + + if (data.agents && data.agents.length > 0) { + data.agents.forEach(agent => { + const option = document.createElement('option'); + option.value = agent; + option.textContent = agent; + select.appendChild(option); + }); + agentsLoaded = true; + } else { + select.innerHTML = ''; + } + } catch (e) { + console.error('Error loading agents:', e); + const select = document.getElementById('search-agent-id'); + select.innerHTML = ''; + } +} + +// Tab switching +function switchTab(tabName) { + document.querySelectorAll('.tab-content').forEach(tab => { + tab.classList.remove('active'); + }); + document.querySelectorAll('.tab-button').forEach(btn => { + btn.classList.remove('active'); + }); + + if (tabName === 'graph') { + document.getElementById('graph-tab').classList.add('active'); + document.querySelectorAll('.tab-button')[0].classList.add('active'); + if (cy) cy.resize(); + } else if (tabName === 'table') { + document.getElementById('table-tab').classList.add('active'); + document.querySelectorAll('.tab-button')[1].classList.add('active'); + } else if (tabName === 'debug') { + document.getElementById('debug-tab').classList.add('active'); + document.querySelectorAll('.tab-button')[2].classList.add('active'); + // Initialize with one pane if empty + if (debugPanes.length === 0) { + addDebugPane(); + } + // Resize all debug graphs + debugPanes.forEach(pane => { + if (pane.cy) { + pane.cy.resize(); + } + }); + } else if (tabName === 'locomo') { + document.getElementById('locomo-tab').classList.add('active'); + document.querySelectorAll('.tab-button')[3].classList.add('active'); + } +} + +// Debug pane management +function addDebugPane() { + const paneId = debugPaneCounter++; + const container = document.getElementById('debug-panes-container'); + + const paneDiv = document.createElement('div'); + paneDiv.className = 'debug-pane'; + paneDiv.id = `debug-pane-${paneId}`; + paneDiv.innerHTML = ` +
+ Search Trace #${paneId + 1} + +
+
+
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+ +
+
+
+ Ready to search +
+
+ + + + + + + +
+
+
+ + +
+ `; + + container.appendChild(paneDiv); + + // Add event listeners for view mode toggle + document.getElementById(`debug-mode-graph-${paneId}`).addEventListener('change', function() { + if (this.checked) { + document.getElementById(`debug-cy-${paneId}`).style.display = 'block'; + document.getElementById(`decision-log-${paneId}`).style.display = 'none'; + document.getElementById(`results-table-${paneId}`).style.display = 'none'; + document.getElementById(`graph-controls-${paneId}`).style.display = 'inline'; + const pane = debugPanes.find(p => p.id === paneId); + if (pane && pane.cy) { + setTimeout(() => pane.cy.resize(), 10); + } + } + }); + + document.getElementById(`debug-mode-log-${paneId}`).addEventListener('change', function() { + if (this.checked) { + document.getElementById(`debug-cy-${paneId}`).style.display = 'none'; + document.getElementById(`decision-log-${paneId}`).style.display = 'block'; + document.getElementById(`results-table-${paneId}`).style.display = 'none'; + document.getElementById(`graph-controls-${paneId}`).style.display = 'none'; + } + }); + + document.getElementById(`debug-mode-table-${paneId}`).addEventListener('change', function() { + if (this.checked) { + document.getElementById(`debug-cy-${paneId}`).style.display = 'none'; + document.getElementById(`decision-log-${paneId}`).style.display = 'none'; + document.getElementById(`results-table-${paneId}`).style.display = 'block'; + document.getElementById(`graph-controls-${paneId}`).style.display = 'none'; + } + }); + + // Add event listeners for graph controls + document.getElementById(`debug-show-pruned-${paneId}`).addEventListener('change', function() { + const pane = debugPanes.find(p => p.id === paneId); + if (pane && pane.trace) { + visualizeTrace(paneId, pane.trace); + } + }); + + document.getElementById(`debug-highlight-path-${paneId}`).addEventListener('change', function() { + const pane = debugPanes.find(p => p.id === paneId); + if (pane && pane.trace) { + visualizeTrace(paneId, pane.trace); + } + }); + + debugPanes.push({ + id: paneId, + element: paneDiv, + cy: null, + trace: null + }); + + // Load agents for this pane after DOM is ready + setTimeout(() => loadAgentsForPane(paneId), 10); +} + +async function loadAgentsForPane(paneId) { + const select = document.getElementById(`search-agent-${paneId}`); + if (!select) { + console.error(`Could not find select element for pane ${paneId}`); + return; + } + + try { + const response = await fetch('/api/agents'); + if (!response.ok) { + throw new Error(`HTTP ${response.status}: ${response.statusText}`); + } + + const data = await response.json(); + + select.innerHTML = ''; + + if (data.agents && data.agents.length > 0) { + data.agents.forEach(agent => { + const option = document.createElement('option'); + option.value = agent; + option.textContent = agent; + select.appendChild(option); + }); + } else { + select.innerHTML = ''; + } + } catch (e) { + console.error('Error loading agents for pane:', paneId, e); + select.innerHTML = ''; + } +} + +window.runSearchInPane = async function(paneId) { + const pane = debugPanes.find(p => p.id === paneId); + if (!pane) return; + + const query = document.getElementById(`search-query-${paneId}`).value; + const agentId = document.getElementById(`search-agent-${paneId}`).value; + const thinkingBudget = parseInt(document.getElementById(`search-budget-${paneId}`).value); + const topK = parseInt(document.getElementById(`search-top-k-${paneId}`).value); + const statusBar = document.getElementById(`debug-status-${paneId}`); + + if (!query) { + alert('Please enter a query'); + return; + } + + try { + statusBar.innerHTML = '🔄 Searching...'; + + const response = await fetch('/api/search', { + method: 'POST', + headers: { + 'Content-Type': 'application/json' + }, + body: JSON.stringify({ + query: query, + agent_id: agentId, + thinking_budget: thinkingBudget, + top_k: topK + }) + }); + + const data = await response.json(); + + if (data.detail) { + statusBar.innerHTML = `❌ Error: ${data.detail}`; + return; + } + + // Update status bar with stats + const summary = data.trace.summary; + statusBar.innerHTML = ` + ✓ Search complete + | + Nodes visited: ${summary.total_nodes_visited} + | + Entry points: ${summary.entry_points_found} + | + Budget used: ${summary.budget_used} / ${summary.budget_used + summary.budget_remaining} + | + Results: ${summary.results_returned} + | + Duration: ${summary.total_duration_seconds.toFixed(2)}s + `; + + // Visualize the trace and results + pane.trace = data.trace; + pane.results = data.results; + visualizeTrace(paneId, data.trace); + renderDecisionLog(paneId, data.trace); + renderResultsTable(paneId, data.results, data.trace); + + } catch (e) { + statusBar.innerHTML = `❌ Error: ${e.message}`; + console.error('Error running search:', e); + } +} + +window.removeSpecificDebugPane = function(paneId) { + const paneIndex = debugPanes.findIndex(p => p.id === paneId); + if (paneIndex === -1) return; + + const pane = debugPanes[paneIndex]; + if (pane.cy) { + pane.cy.destroy(); + } + pane.element.remove(); + debugPanes.splice(paneIndex, 1); +} + +function removeDebugPane() { + if (debugPanes.length === 0) return; + + const pane = debugPanes.pop(); + if (pane.cy) { + pane.cy.destroy(); + } + pane.element.remove(); +} + +function renderResultsTable(paneId, results, trace) { + const tableDiv = document.getElementById(`results-table-${paneId}`); + if (!tableDiv) return; + + if (!results || results.length === 0) { + tableDiv.innerHTML = '
No results returned
'; + return; + } + + let html = ` +
+

Search Results (${results.length} memories)

+

+ Query: "${trace.query.query_text}" +

+ + + + + + + + + + + + + + + + `; + + results.forEach((result, idx) => { + // Find corresponding visit in trace + const visit = trace.visits.find(v => v.node_id === result.id); + + // Get scores from visit weights + const finalScore = visit ? visit.weights.final_weight : (result.score || 0); + const activation = visit ? visit.weights.activation : 0; + const similarity = visit ? visit.weights.semantic_similarity : 0; + const recency = visit ? (visit.weights.recency || 0) : 0; + const frequency = visit ? (visit.weights.frequency || 0) : 0; + + html += ` + + + + + + + + + + + + `; + }); + + html += ` + +
RankTextContextDateFinal ScoreActivationSimilarityRecencyFrequency
#${idx + 1}${result.text}${result.context || 'N/A'}${result.event_date ? new Date(result.event_date).toLocaleDateString() : 'N/A'}${finalScore.toFixed(4)}${activation.toFixed(4)}${similarity.toFixed(4)}${recency.toFixed(4)}${frequency.toFixed(4)}
+
+ `; + + tableDiv.innerHTML = html; +} + +function renderDecisionLog(paneId, trace) { + const logDiv = document.getElementById(`decision-log-${paneId}`); + if (!logDiv || !trace) return; + + // Group visits by step + const stepGroups = {}; + trace.visits.forEach(visit => { + if (!stepGroups[visit.step]) { + stepGroups[visit.step] = []; + } + stepGroups[visit.step].push(visit); + }); + + // Build HTML for decision log + let html = ` +
+

Search Execution Trace

+

Query: "${trace.query.query_text}"

+

+ This log shows the step-by-step decision process of the spreading activation search algorithm. + The search starts from entry points (semantically similar memories) and spreads through connected memories, + following temporal, semantic, and entity links to find relevant results. +

+
+ `; + + const maxStep = Math.max(...Object.keys(stepGroups).map(k => parseInt(k))); + + for (let step = 0; step <= maxStep; step++) { + const visits = stepGroups[step] || []; + if (visits.length === 0) continue; + + html += `
`; + html += `
Step ${step}
`; + + if (step === 0) { + html += `
+ 🎯 Finding Entry Points: Searching for memories semantically similar to the query. + These are the starting points for spreading activation. +
`; + } else { + html += `
+ 🔍 Spreading Activation: Following links from previously activated memories. + The algorithm explores connected memories and calculates their relevance. +
`; + } + + visits.forEach((visit, idx) => { + const isEntry = visit.is_entry_point; + const isResult = visit.final_rank !== null; + const hasParent = visit.parent_node_id !== null; + + let cardClass = 'log-card'; + if (isEntry) cardClass += ' log-card-entry'; + if (isResult) cardClass += ' log-card-result'; + + html += `
`; + + // Header + if (isEntry) { + html += `
+ Entry Point + ${isResult ? `Rank #${visit.final_rank}` : ''} +
`; + } else if (hasParent) { + const linkTypeIcon = { + 'temporal': '⏱️', + 'semantic': '🔗', + 'entity': '👤' + }; + const icon = linkTypeIcon[visit.link_type] || '➡️'; + html += `
+ ${icon} ${visit.link_type} link + ${isResult ? `Rank #${visit.final_rank}` : ''} +
`; + } + + // Memory text + html += `
"${visit.text}"
`; + + // Decision details + html += `
`; + + if (isEntry) { + html += ` +
+ Why selected: + Semantic similarity to query = ${visit.weights.semantic_similarity.toFixed(3)} +
+ `; + } else if (hasParent) { + html += ` +
+ Activated from: + Node ${visit.parent_node_id.substring(0, 8)}... via ${visit.link_type} link +
+
+ Link weight: + ${visit.link_weight.toFixed(3)} +
+ `; + } + + html += ` +
+ Activation: + ${visit.weights.activation.toFixed(3)} + ℹ️ +
+
+ Semantic similarity: + ${visit.weights.semantic_similarity.toFixed(3)} + ℹ️ +
+
+ Final weight: + ${visit.weights.final_weight.toFixed(3)} + ℹ️ +
+ `; + + html += `
`; // log-details + html += `
`; // log-card + }); + + html += `
`; // log-step + } + + // Add pruned nodes section if any + if (trace.pruned && trace.pruned.length > 0) { + html += `
`; + html += `
Pruned Nodes
`; + html += `
+ ✂️ Budget Limit Reached: These nodes were not explored to conserve computational resources. +
`; + + trace.pruned.forEach(pruned => { + html += `
`; + html += `
+ Pruned +
`; + html += `
`; + html += `
+ Reason: + ${pruned.reason} +
`; + html += `
+ Activation: + ${pruned.activation.toFixed(3)} +
`; + html += `
`; + }); + + html += `
`; + } + + logDiv.innerHTML = html; +} + +function visualizeTrace(paneId, trace) { + const pane = debugPanes.find(p => p.id === paneId); + if (!pane || !trace) return; + + const cyDiv = document.getElementById(`debug-cy-${paneId}`); + if (!cyDiv) return; + + const showPruned = document.getElementById(`debug-show-pruned-${paneId}`).checked; + const highlightPath = document.getElementById(`debug-highlight-path-${paneId}`).checked; + + try { + // Build graph from trace + const nodes = []; + const edges = []; + const visitedNodeIds = new Set(); + + // Add all visited nodes + trace.visits.forEach((visit, idx) => { + visitedNodeIds.add(visit.node_id); + + // Determine node color based on properties + let color = '#90caf9'; // default + if (visit.is_entry_point) { + color = '#66bb6a'; // green for entry points + } else if (visit.final_rank !== null) { + color = '#ffd54f'; // yellow for results + } + + nodes.push({ + data: { + id: visit.node_id, + label: `${visit.text.substring(0, 30)}...`, + text: visit.text, + step: visit.step, + rank: visit.final_rank, + activation: visit.weights.activation.toFixed(3), + similarity: visit.weights.semantic_similarity.toFixed(3), + finalWeight: visit.weights.final_weight.toFixed(3), + isEntry: visit.is_entry_point, + color: color + } + }); + + // Add edge from parent if exists + if (visit.parent_node_id) { + let edgeColor = '#999'; + if (visit.link_type === 'temporal') edgeColor = '#00bcd4'; + else if (visit.link_type === 'semantic') edgeColor = '#ff69b4'; + else if (visit.link_type === 'entity') edgeColor = '#ffd700'; + + edges.push({ + data: { + id: `${visit.parent_node_id}-${visit.node_id}`, + source: visit.parent_node_id, + target: visit.node_id, + linkType: visit.link_type, + linkWeight: visit.link_weight, + color: edgeColor + } + }); + } + }); + + // Add pruned nodes if requested + if (showPruned && trace.pruned) { + trace.pruned.forEach(pruned => { + if (!visitedNodeIds.has(pruned.node_id)) { + nodes.push({ + data: { + id: pruned.node_id, + label: 'Pruned', + text: `Pruned: ${pruned.reason}`, + activation: pruned.activation.toFixed(3), + color: '#ef5350' // red for pruned + } + }); + } + }); + } + + // Destroy existing graph + if (pane.cy) { + pane.cy.destroy(); + } + + // Add legend/explanation to the graph view + const existingLegend = cyDiv.querySelector('.search-graph-legend'); + if (existingLegend) { + existingLegend.remove(); + } + + const legend = document.createElement('div'); + legend.className = 'search-graph-legend'; + legend.innerHTML = ` +

🔍 Graph Legend

+
+

Node Colors:

+
+
+ Entry points - semantically similar to query +
+
+
+ Results - returned as answers +
+
+
+ Visited - explored but not in results +
+ +

Link Types:

+
+
+ Temporal - memories close in time +
+
+
+ Semantic - similar content/meaning +
+
+
+ Entity - same person/place/thing +
+ +

+ Layout: Rows represent search depth from entry points +

+
+ `; + cyDiv.appendChild(legend); + + // Create new graph + pane.cy = cytoscape({ + container: cyDiv, + elements: [...nodes, ...edges], + style: [ + { + selector: 'node', + style: { + 'background-color': 'data(color)', + 'label': 'data(label)', + 'text-valign': 'center', + 'text-halign': 'center', + 'font-size': '10px', + 'font-weight': 'bold', + 'text-wrap': 'wrap', + 'text-max-width': '100px', + 'width': 50, + 'height': 50, + 'border-width': 2, + 'border-color': '#333' + } + }, + { + selector: 'edge', + style: { + 'width': 2, + 'line-color': 'data(color)', + 'target-arrow-shape': 'triangle', + 'target-arrow-color': 'data(color)', + 'curve-style': 'bezier', + 'opacity': 0.8 + } + }, + { + selector: 'node:selected', + style: { + 'border-width': 4, + 'border-color': '#000' + } + } + ], + layout: { + name: 'breadthfirst', + directed: true, + spacingFactor: 1.5, + animate: false + } + }); + + // Highlight path to top result if requested + if (highlightPath && trace.visits.length > 0) { + const topResult = trace.visits.find(v => v.final_rank === 1); + if (topResult) { + const pathNodes = []; + let current = topResult; + while (current) { + pathNodes.push(current.node_id); + current = trace.visits.find(v => v.node_id === current.parent_node_id); + } + + pathNodes.forEach(nodeId => { + pane.cy.$(`#${nodeId}`).style({ + 'border-width': 5, + 'border-color': '#ff5722' + }); + }); + } + } + + // Add tooltips + let tooltip = null; + pane.cy.on('mouseover', 'node', function(evt) { + const node = evt.target; + const data = node.data(); + const pos = node.renderedPosition(); + + tooltip = document.createElement('div'); + tooltip.className = 'tooltip'; + tooltip.innerHTML = ` + Text: ${data.text}
+ ${data.step ? `Step: ${data.step}
` : ''} + ${data.rank !== null && data.rank !== undefined ? `Rank: ${data.rank}
` : ''} + ${data.activation ? `Activation: ${data.activation}
` : ''} + ${data.similarity ? `Similarity: ${data.similarity}
` : ''} + ${data.finalWeight ? `Final Weight: ${data.finalWeight}` : ''} + `; + + // Get container bounds + const container = cyDiv.getBoundingClientRect(); + + // Position tooltip relative to container + let left = pos.x + 20; + let top = pos.y; + + // Append to body temporarily to get dimensions + document.body.appendChild(tooltip); + const tooltipRect = tooltip.getBoundingClientRect(); + + // Adjust if tooltip would go off right edge + if (container.left + left + tooltipRect.width > window.innerWidth) { + left = pos.x - tooltipRect.width - 20; + } + + // Adjust if tooltip would go off bottom edge + if (container.top + top + tooltipRect.height > window.innerHeight) { + top = pos.y - tooltipRect.height; + } + + // Adjust if tooltip would go off left edge + if (container.left + left < 0) { + left = 20; + } + + // Adjust if tooltip would go off top edge + if (container.top + top < 0) { + top = 20; + } + + tooltip.style.left = (container.left + left) + 'px'; + tooltip.style.top = (container.top + top) + 'px'; + }); + + pane.cy.on('mouseout', 'node', function() { + if (tooltip) { + tooltip.remove(); + tooltip = null; + } + }); + + } catch (e) { + console.error('Error visualizing trace:', e); + // Show error in status bar + const statusBar = document.getElementById(`debug-status-${paneId}`); + if (statusBar) { + statusBar.innerHTML = `❌ Error visualizing trace: ${e.message}`; + } + } +} + +// Table filtering +document.getElementById('table-filter').addEventListener('input', function() { + const filterValue = this.value.toLowerCase(); + const rows = document.querySelectorAll('#memory-table tbody tr'); + + rows.forEach(row => { + const text = row.textContent.toLowerCase(); + if (text.includes(filterValue)) { + row.style.display = ''; + } else { + row.style.display = 'none'; + } + }); +}); + +// Don't auto-load data on page load - wait for user to click load button diff --git a/web/static/js/locomo.js b/web/static/js/locomo.js new file mode 100644 index 00000000..b90b1acc --- /dev/null +++ b/web/static/js/locomo.js @@ -0,0 +1,208 @@ +// Locomo benchmark tab functionality + +let locomoData = null; + +window.loadLocomoResults = async function() { + try { + const response = await fetch('/api/locomo'); + locomoData = await response.json(); + renderLocomoResults(); + } catch (e) { + document.getElementById('locomo-content').innerHTML = ` +
Error loading benchmark results: ${e.message}
+ `; + } +} + +function renderLocomoResults() { + if (!locomoData) return; + + const content = document.getElementById('locomo-content'); + + // Overall stats + const overallHtml = ` +
+

Overall Performance

+
+
+
Overall Accuracy
+
${locomoData.overall_accuracy.toFixed(2)}%
+
+
+
Correct Answers
+
${locomoData.total_correct} / ${locomoData.total_questions}
+
+
+
Conversations
+
${locomoData.conversation_results.length}
+
+
+
+ `; + + // Filter controls + const filterHtml = ` +
+ + + + +
+ `; + + // Build conversation sections + let conversationsHtml = ''; + locomoData.conversation_results.forEach((conv, idx) => { + const accuracy = conv.metrics.accuracy.toFixed(2); + const correctCount = conv.metrics.correct; + const totalCount = conv.metrics.total; + + conversationsHtml += ` +
+
+

+ 📊 ${conv.sample_id} + + ${accuracy}% (${correctCount}/${totalCount}) + +

+
+ +
+ `; + }); + + content.innerHTML = overallHtml + filterHtml + conversationsHtml; +} + +function renderConversationDetails(conv) { + const results = conv.metrics.detailed_results; + + let html = '
'; + + results.forEach((result, idx) => { + const isCorrect = result.is_correct; + const bgColor = isCorrect ? '#e8f5e9' : '#ffebee'; + const icon = isCorrect ? '✅' : '❌'; + const category = getCategoryName(result.category); + + html += ` +
+
+
+
+ ${icon} Question ${idx + 1} ${category} +
+
+ Q: ${result.question} +
+
+
+ +
+
+
✓ Correct Answer:
+
+ ${result.correct_answer} +
+
+
+
+ ${isCorrect ? '✓' : '✗'} Predicted Answer: +
+
+ ${result.predicted_answer} +
+
+
+ +
+ + 📝 Show Reasoning & Retrieved Memories + +
+
+ System Reasoning: +
+ ${result.reasoning} +
+
+
+ Judge Reasoning: +
+ ${result.correctness_reasoning || 'N/A'} +
+
+
+ Retrieved Memories (${result.retrieved_memories ? result.retrieved_memories.length : 0}): + ${renderRetrievedMemories(result.retrieved_memories)} +
+
+
+
+ `; + }); + + html += '
'; + return html; +} + +function renderRetrievedMemories(memories) { + if (!memories || memories.length === 0) { + return '
No memories retrieved
'; + } + + let html = '
'; + memories.forEach((mem, idx) => { + html += ` +
+
+ Rank #${idx + 1} | Score: ${mem.score ? mem.score.toFixed(4) : 'N/A'} +
+
${mem.text}
+
+ `; + }); + html += '
'; + return html; +} + +function getCategoryName(category) { + const categories = { + 1: 'Multi-hop', + 2: 'Single-hop', + 3: 'Temporal', + 4: 'Open-domain' + }; + return categories[category] || 'Unknown'; +} + +function toggleConversation(idx) { + const elem = document.getElementById(`conv-${idx}`); + if (elem.style.display === 'none') { + elem.style.display = 'block'; + } else { + elem.style.display = 'none'; + } +} + +function filterAnswers() { + const filter = document.querySelector('input[name="answer-filter"]:checked').value; + const items = document.querySelectorAll('.qa-item'); + + items.forEach(item => { + const isCorrect = item.dataset.correct === 'true'; + + if (filter === 'all') { + item.style.display = 'block'; + } else if (filter === 'correct' && isCorrect) { + item.style.display = 'block'; + } else if (filter === 'incorrect' && !isCorrect) { + item.style.display = 'block'; + } else { + item.style.display = 'none'; + } + }); +} diff --git a/web/templates/index.html b/web/templates/index.html new file mode 100644 index 00000000..f928d955 --- /dev/null +++ b/web/templates/index.html @@ -0,0 +1,135 @@ + + + + Memory Graph - Live Visualization + + + + + +
+
+ + + + +
+ +
+
+
+ +
+ + +
+
+ + +
+ + + +
+
+
+

Click "Load Graph Data" to visualize the memory graph

+
+
+

Legend

+

Link Types:

+
+
+ Temporal +
+
+
+ Semantic +
+
+
+ Entity +
+

Nodes:

+
+
+ No entities +
+
+
+ 1 entity +
+
+
+ 2+ entities +
+
+
+ +
+

Memory Units

+
+ +
+ +
+ + + + + + + + + + + + + +
IDTextContextDateEntities
Click "Load Table Data" to view memory units
+
+
+ +
+

Search Debug

+
+ +
+
+ +
+
+ +
+

Locomo Benchmark Results

+

+ Analyze benchmark results and debug incorrect answers. +

+
+ +
+
+

Click "Load Benchmark Results" to view the data

+
+
+
+ + + + +