| source_references |
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_9", "startIndex": 511, "endIndex": 519, "surroundingText": "managers to determine whether changes are needed to hardware; software; tactics, techniques, and", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:35.061157Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_9", "startIndex": 727, "endIndex": 735, "surroundingText": "making it imperative that all future systems are procured with data-interoperability, software", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:35.061176Z"}]... |
| transformation_logs |
[{"id": "entity_transform_E-12fe21f040 [{"id": "entity_transform_E-12fe21f04070", "stage": "TRANSFORMATION_STAGE_ENTITY_EXTRACTION", "method": "TRANSFORMATION_METHOD_LLM_PROMPT", "fromState": "raw_document_text", "toState": "extracted_entities", "finalConfidence": 0.85, "reasoning": "LLM-based entity extraction from document batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_9 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:35.060222Z", "completedAt": "2025-12-02T22:06:35.060244Z"}]... |