[2025-10-02T01:32:50.197277] [QUERYOME] Starting research for query 1453: '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:
Lipids are ………………group of compounds:

Options:
A. Heterogenous
B. Homogenous
C. None of the above
D. Any of the above'
[2025-10-02T01:32:50.245617] [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:
Lipids are ………………group of compounds:

Options:
A. Heterogenous
B. Homogenous
C. None of the above
D. Any of the above'
[2025-10-02T01:32:50.247061] Saving text to bench_final/run1/medmcqa/medmcqa_3013/pi_initial_prompt.txt
[2025-10-02T01:32:50.251215] [PI] Calling o3 for initial analysis...
[2025-10-02T01:32:56.572095] [PI] Reasoning iteration 1
[2025-10-02T01:32:56.573644] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:32:56.575275] [PI] Function arguments: {'query': 'lipids are heterogeneous group of compounds', 'k': 5, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-10-02T01:32:56.576753] Saving JSON to bench_final/run1/medmcqa/medmcqa_3013/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T01:32:57.163771] [PI] Function hybrid_search executed successfully
[2025-10-02T01:32:57.165864] Saving JSON to bench_final/run1/medmcqa/medmcqa_3013/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T01:32:57.170727] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:33:00.567536] [PI] Reasoning iteration 2
[2025-10-02T01:33:00.569153] [PI] No function calls found in response
[2025-10-02T01:33:00.570959] [PI] No more function calls - research complete
[2025-10-02T01:33:00.572762] Saving text to bench_final/run1/medmcqa/medmcqa_3013/pi_final_answer.txt
[2025-10-02T01:33:00.576729] [QUERYOME] Query completed successfully
