[2025-09-30T23:13:08.589059] [QUERYOME] Starting research for query 948: '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:
Amount of heat that is required to change boiling water into vapor is referred to as 

Options:
{'A': 'Latent Heat of vaporization', 'B': 'Latent Heat of sublimation', 'C': 'Latent Heat of condensation', 'D': 'Latent heat of fusion'}'
[2025-09-30T23:13:08.714482] [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:
Amount of heat that is required to change boiling water into vapor is referred to as 

Options:
{'A': 'Latent Heat of vaporization', 'B': 'Latent Heat of sublimation', 'C': 'Latent Heat of condensation', 'D': 'Latent heat of fusion'}'
[2025-09-30T23:13:08.716206] Saving text to bench_final/run1/medmcqa/medmcqa_947/pi_initial_prompt.txt
[2025-09-30T23:13:08.720946] [PI] Calling o3 for initial analysis...
[2025-09-30T23:13:12.097867] [PI] Reasoning iteration 1
[2025-09-30T23:13:12.104141] [PI] Executing function call 1: hybrid_search
[2025-09-30T23:13:12.114090] [PI] Function arguments: {'query': 'latent heat of vaporization definition heat required convert liquid to vapor at boiling point', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T23:13:12.115845] Saving JSON to bench_final/run1/medmcqa/medmcqa_947/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T23:13:50.974394] [PI] Function hybrid_search executed successfully
[2025-09-30T23:13:50.977478] Saving JSON to bench_final/run1/medmcqa/medmcqa_947/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T23:13:51.010223] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T23:13:54.940289] [PI] Reasoning iteration 2
[2025-09-30T23:13:54.941792] [PI] No function calls found in response
[2025-09-30T23:13:54.943680] [PI] No more function calls - research complete
[2025-09-30T23:13:54.945264] Saving text to bench_final/run1/medmcqa/medmcqa_947/pi_final_answer.txt
[2025-09-30T23:13:54.949659] [QUERYOME] Query completed successfully
