[2025-10-02T02:49:32.472560] [QUERYOME] Starting research for query 1634: '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:
Incus and malleus are derived from:

Options:
A. Dorsal end of meckels cartilage.
B. Ventral end of meckels cartilage.
C. Inferior end of meckels cartilage.
D. Any of the above.'
[2025-10-02T02:49:32.515827] [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:
Incus and malleus are derived from:

Options:
A. Dorsal end of meckels cartilage.
B. Ventral end of meckels cartilage.
C. Inferior end of meckels cartilage.
D. Any of the above.'
[2025-10-02T02:49:32.517669] Saving text to bench_final/run1/medmcqa/medmcqa_3194/pi_initial_prompt.txt
[2025-10-02T02:49:32.522950] [PI] Calling o3 for initial analysis...
[2025-10-02T02:49:35.598711] [PI] Reasoning iteration 1
[2025-10-02T02:49:35.608652] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:49:35.611294] [PI] Function arguments: {'query': "dorsal end of Meckel's cartilage forms malleus incus", 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T02:49:35.613010] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T02:49:35.928404] [PI] Function hybrid_search executed successfully
[2025-10-02T02:49:35.931153] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T02:49:35.937091] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:49:40.038593] [PI] Reasoning iteration 2
[2025-10-02T02:49:40.040985] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:49:40.042877] [PI] Function arguments: {'query': "dorsal extremity of Meckel's cartilage malleus", 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-02T02:49:40.044749] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T02:49:41.015835] [PI] Function hybrid_search executed successfully
[2025-10-02T02:49:41.018184] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T02:49:41.025589] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:49:47.438613] [PI] Reasoning iteration 3
[2025-10-02T02:49:47.440962] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:49:47.444470] [PI] Function arguments: {'query': "dorsal pole Meckel's cartilage malleus", 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T02:49:47.447286] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T02:49:47.943394] [PI] Function hybrid_search executed successfully
[2025-10-02T02:49:47.945915] Saving JSON to bench_final/run1/medmcqa/medmcqa_3194/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T02:49:47.968918] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:49:54.610264] [PI] Reasoning iteration 4
[2025-10-02T02:49:54.611889] [PI] No function calls found in response
[2025-10-02T02:49:54.613880] [PI] No more function calls - research complete
[2025-10-02T02:49:54.616692] Saving text to bench_final/run1/medmcqa/medmcqa_3194/pi_final_answer.txt
[2025-10-02T02:49:54.621701] [QUERYOME] Query completed successfully
