Merged in bugfix/payer_name (pull request #827)

Bugfix/payer name to main

* added full context instruction for payer name

* removed print statement


Approved-by: Katon Minhas

fieldExtraction/src/investment/hybrid_smart_chunking_funcs.py

@@ -256,6 +256,7 @@ def run_hybrid_smart_chunked_fields(
                 raw = llm_utils.invoke_claude(
                     prompt, "sonnet_latest", filename, max_tokens=8192
                 )
+                logging.debug(f"Hybrid Smart Chunking RAG Raw response for {field.field_name}: {raw}")
                 try: 
                     parsed = string_utils.universal_json_load(
                         raw
@@ -270,6 +271,8 @@ def run_hybrid_smart_chunked_fields(
 
                     if answers_dict[field.field_name] == "N/A":
                         field.field_type = "full_context"
+                        if field.field_name == "PAYER_NAME":
+                            field.prompt = field.prompt + prompt_templates.FULL_CONTEXT_PAYER_NAME_ADDITIONAL_INSTRUCTION()
                         logging.warning(
                             f"Obtained N/A for {field.field_name}, marking as full_context"
                         )

fieldExtraction/src/prompts/prompt_templates.py

@@ -986,6 +986,8 @@ def FULL_CONTEXT_ADDITIONAL_INSTRUCTIONS(allow_na):
     else:
         return " Do NOT leave this field N/A. Choose the most appropriate answer based on the context. If there are multiple answers, return them in a pipe (|) separated list."
 
+def FULL_CONTEXT_PAYER_NAME_ADDITIONAL_INSTRUCTION():
+    return " Additionally check the contract text for the payer name or payer organization name or payer entity or name of organization issuing the health plan/policy and Choose the most appropriate answer based on the context."
 
 def CHECK_PROVIDER_NAME_MATCH_PROMPT(provider_name: str, hybrid_smart_chunking_provider_group_name: str) -> str:
     """Create prompt for LLM-based provider name matching."""