[2025-10-01T04:05:53.657531] [QUERYOME] Starting research for query 1153: '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:
Bond found in GIC is: 

Options:
{'A': 'Covalent bond', 'B': 'Ionic bond', 'C': 'Hydrogen bond', 'D': 'Metallic bond'}'
[2025-10-01T04:05:53.721575] [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:
Bond found in GIC is: 

Options:
{'A': 'Covalent bond', 'B': 'Ionic bond', 'C': 'Hydrogen bond', 'D': 'Metallic bond'}'
[2025-10-01T04:05:53.724674] Saving text to bench_final/run1/medmcqa/medmcqa_1152/pi_initial_prompt.txt
[2025-10-01T04:05:53.740129] [PI] Calling o3 for initial analysis...
[2025-10-01T04:05:57.438590] [PI] Reasoning iteration 1
[2025-10-01T04:05:57.440507] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:05:57.442312] [PI] Function arguments: {'query': 'glass ionomer cement ionic bond polyacrylic acid calcium aluminum crosslink', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T04:05:57.444688] Saving JSON to bench_final/run1/medmcqa/medmcqa_1152/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T04:06:32.320998] [PI] Function hybrid_search executed successfully
[2025-10-01T04:06:32.322832] Saving JSON to bench_final/run1/medmcqa/medmcqa_1152/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T04:06:32.330174] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:06:37.105069] [PI] Reasoning iteration 2
[2025-10-01T04:06:37.106917] [PI] No function calls found in response
[2025-10-01T04:06:37.117333] [PI] No more function calls - research complete
[2025-10-01T04:06:37.121032] Saving text to bench_final/run1/medmcqa/medmcqa_1152/pi_final_answer.txt
[2025-10-01T04:06:37.137973] [QUERYOME] Query completed successfully
