[2025-10-02T02:58:28.482800] [QUERYOME] Starting research for query 1658: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
"First hand knowledge" refers to

Options:
A. Opinion of a doctor in cou
B. Handwriting expe
C. Common witness
D. Fingerprint expe'
[2025-10-02T02:58:28.531318] [PI] Starting research for query: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
"First hand knowledge" refers to

Options:
A. Opinion of a doctor in cou
B. Handwriting expe
C. Common witness
D. Fingerprint expe'
[2025-10-02T02:58:28.532968] Saving text to bench_final/run1/medmcqa/medmcqa_3218/pi_initial_prompt.txt
[2025-10-02T02:58:28.537769] [PI] Calling o3 for initial analysis...
[2025-10-02T02:58:32.948121] [PI] Reasoning iteration 1
[2025-10-02T02:58:32.950809] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:58:32.952249] [PI] Function arguments: {'query': '"first hand knowledge" witness personal knowledge definition evidence law', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T02:58:32.953859] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T02:58:34.061592] [PI] Function hybrid_search executed successfully
[2025-10-02T02:58:34.063551] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T02:58:34.069999] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:58:40.509211] [PI] Reasoning iteration 2
[2025-10-02T02:58:40.511753] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:58:40.514609] [PI] Function arguments: {'query': 'Rule 602 personal knowledge witness first hand knowledge', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-02T02:58:40.516134] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T02:58:41.596653] [PI] Function hybrid_search executed successfully
[2025-10-02T02:58:41.598385] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T02:58:41.611450] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:58:46.612249] [PI] Reasoning iteration 3
[2025-10-02T02:58:46.613977] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:58:46.616056] [PI] Function arguments: {'query': 'Federal Rule of Evidence 602 personal knowledge lay witness PMID', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.7, 'use_rrf': True}
[2025-10-02T02:58:46.617932] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T02:58:47.720407] [PI] Function hybrid_search executed successfully
[2025-10-02T02:58:47.722295] Saving JSON to bench_final/run1/medmcqa/medmcqa_3218/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T02:58:47.728216] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:58:54.667270] [PI] Reasoning iteration 4
[2025-10-02T02:58:54.669472] [PI] No function calls found in response
[2025-10-02T02:58:54.671882] [PI] No more function calls - research complete
[2025-10-02T02:58:54.673810] Saving text to bench_final/run1/medmcqa/medmcqa_3218/pi_final_answer.txt
[2025-10-02T02:58:54.680192] [QUERYOME] Query completed successfully
