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E-b5e09cf50bbd
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NULL
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Section 3
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NULL
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False
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Edit
Delete
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E-2acfe15aa64e
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NULL
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Section 5
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NULL
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False
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Edit
Delete
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E-4577c191e0c9
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NULL
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interoperability
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NULL
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{}
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null
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default
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0.0
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"7"
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False
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Edit
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E-71b53618aaab
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NULL
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semantic standards
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NULL
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{}
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1
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null
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default
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"0"
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0.0
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"3"
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False
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Edit
Delete
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E-ddfaefb9e9ab
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NULL
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Workflow Disconnection
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NULL
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{}
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1
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null
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default
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"0"
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0.0
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"7"
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False
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Edit
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E-eceae0bf90db
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NULL
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Data Interoperability Failures
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NULL
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{}
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1
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"2025-12-02T22:06:40.637603"
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null
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
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0.0
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"7"
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False
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Edit
Delete
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E-b57c122ca246
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NULL
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Manual Tool Reliance
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NULL
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{}
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1
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"2025-12-02T22:06:40.637697"
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null
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[{"id": "entity_transform_E-b57c122ca2 [{"id": "entity_transform_E-b57c122ca246", "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_14 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:40.626714Z", "completedAt": "2025-12-02T22:06:40.626733Z"}]...
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default
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"0"
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0.0
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"7"
|
|
False
|
Edit
Delete
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E-d20b5daa73cc
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NULL
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Ontology-Driven Data Integration
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NULL
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{}
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1
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null
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[{"id": "entity_transform_E-d20b5daa73 [{"id": "entity_transform_E-d20b5daa73cc", "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_14 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:40.626714Z", "completedAt": "2025-12-02T22:06:40.626733Z"}]...
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default
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"0"
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0.0
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"2"
|
|
False
|
Edit
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E-5b9df4146bae
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NULL
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telligence
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NULL
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{}
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1
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"2025-12-02T22:06:44.656848"
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null
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[{"id": "entity_transform_E-5b9df4146b [{"id": "entity_transform_E-5b9df4146bae", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
|
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0.0
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"10"
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|
False
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Edit
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E-bbbd78ab19cc
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NULL
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operations
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 15, "endIndex": 25, "surroundingText": "telligence and operations", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.656948Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1406, "endIndex": 1416, "surroundingText": "intelligence and operations.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.656967Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 4636, "endIndex": 4646, "surroundingText": "standardized for real-time operations.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.656985Z"}]...
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{}
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1
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"2025-12-02T22:06:44.656996"
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null
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[{"id": "entity_transform_E-bbbd78ab19 [{"id": "entity_transform_E-bbbd78ab19cc", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
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0.0
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"2"
|
|
False
|
Edit
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E-8709e4af31fb
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NULL
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shared ontology
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NULL
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{}
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1
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"2025-12-02T22:06:44.657133"
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null
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[{"id": "entity_transform_E-8709e4af31 [{"id": "entity_transform_E-8709e4af31fb", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
|
|
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0.0
|
|
"3"
|
|
False
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Edit
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E-c5e16b7fe71e
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NULL
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systems
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NULL
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{}
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1
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null
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[{"id": "entity_transform_E-c5e16b7fe7 [{"id": "entity_transform_E-c5e16b7fe71e", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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Edit
Delete
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E-2f268ceaa9fa
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NULL
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target data
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 100, "endIndex": 111, "surroundingText": "A shared ontology ensures that all systems \u201cspeak the same language\u201d for target data, eliminating", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657405Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 626, "endIndex": 637, "surroundingText": "Action: Develop and implement a W3C-compliant ontology for target data that defines", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657427Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2319, "endIndex": 2330, "surroundingText": "Standardize target data formats and exchange protocols", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657446Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 4304, "endIndex": 4315, "surroundingText": "Create pre-approved coalition target data enclaves", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657463Z"}]...
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0.0
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"10"
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False
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Edit
Delete
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E-4bf0dde2117d
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NULL
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translation delays
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 126, "endIndex": 144, "surroundingText": "translation delays and reducing errors.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657564Z"}]...
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{}
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default
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0.0
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"7"
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False
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Edit
Delete
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E-b98411790ec3
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NULL
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errors
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 158, "endIndex": 164, "surroundingText": "translation delays and reducing errors.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657663Z"}]...
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{}
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1
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
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0.0
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"7"
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False
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Edit
Delete
|
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E-1b596ed9a0dd
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NULL
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semantic backbone
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 179, "endIndex": 196, "surroundingText": "It forms the semantic backbone for interoperability", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657763Z"}]...
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{}
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1
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null
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default
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0.0
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"3"
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False
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Edit
Delete
|
|
E-95a885cb0a70
|
NULL
|
interoperability
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 201, "endIndex": 217, "surroundingText": "It forms the semantic backbone for interoperability", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657884Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 299, "endIndex": 315, "surroundingText": "Doctrinal gap: Doctrine assumes interoperability but does not prescribe semantic", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657903Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 439, "endIndex": 455, "surroundingText": "2 Data Interoperability Failures", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657917Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1598, "endIndex": 1614, "surroundingText": "2 Data Interoperability Failures", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657930Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2142, "endIndex": 2158, "surroundingText": "Built-in coalition interoperability modules for partners who meet technical", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.657945Z"}]...
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{}
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1
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null
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default
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"0"
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0.0
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"7"
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|
False
|
Edit
Delete
|
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E-a5af891df3c2
|
NULL
|
domains
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 226, "endIndex": 233, "surroundingText": "across domains and with coalition partners.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658039Z"}]...
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{}
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1
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null
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[{"id": "entity_transform_E-a5af891df3 [{"id": "entity_transform_E-a5af891df3c2", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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"0"
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0.0
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"4"
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False
|
Edit
Delete
|
|
E-6e2894e6ae92
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NULL
|
coalition partners
|
NULL
|
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{}
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1
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null
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default
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"0"
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0.0
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"1"
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False
|
Edit
Delete
|
|
E-e0db8e6a51b7
|
NULL
|
Doctrinal gap
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 267, "endIndex": 280, "surroundingText": "Doctrinal gap: Doctrine assumes interoperability but does not prescribe semantic", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658239Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1422, "endIndex": 1435, "surroundingText": "Doctrinal gap: Doctrine integrates processes but not the tools to execute them in a", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658259Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2536, "endIndex": 2549, "surroundingText": "Doctrinal gap: JP 3-60 [1] specifies required data elements but not their structure or", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658278Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 3525, "endIndex": 3538, "surroundingText": "Doctrinal gap: Doctrine permits automation but does not require it for target processing.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658295Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 4519, "endIndex": 4532, "surroundingText": "Doctrinal gap: Multinational participation is supported procedurally but not technically", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658312Z"}]...
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{}
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1
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"2025-12-02T22:06:44.658319"
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null
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[{"id": "entity_transform_E-e0db8e6a51 [{"id": "entity_transform_E-e0db8e6a51b7", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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"0"
|
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0.0
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"7"
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False
|
Edit
Delete
|
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E-d5ff467d8d59
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NULL
|
Doctrine
|
NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 282, "endIndex": 290, "surroundingText": "Doctrinal gap: Doctrine assumes interoperability but does not prescribe semantic", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658405Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1437, "endIndex": 1445, "surroundingText": "Doctrinal gap: Doctrine integrates processes but not the tools to execute them in a", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658426Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 3540, "endIndex": 3548, "surroundingText": "Doctrinal gap: Doctrine permits automation but does not require it for target processing.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658446Z"}]...
|
{}
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1
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null
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
|
|
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0.0
|
|
"3"
|
|
False
|
Edit
Delete
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E-dda4a9964a81
|
NULL
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semantic standards
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "endIndex": 18, "surroundingText": "...semantic standards...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658539Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.658548"
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null
|
[{"id": "entity_transform_E-dda4a9964a [{"id": "entity_transform_E-dda4a9964a81", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
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E-f61ac522537c
|
NULL
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4.1 Workflow Disconnection
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 399, "endIndex": 425, "surroundingText": "4.1 Workflow Disconnection", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658628Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1558, "endIndex": 1584, "surroundingText": "4.1 Workflow Disconnection", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658642Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.658652"
|
null
|
[{"id": "entity_transform_E-f61ac52253 [{"id": "entity_transform_E-f61ac522537c", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
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E-11e0c6e7df18
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NULL
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4.2 Data Interoperability Failures
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 430, "endIndex": 464, "surroundingText": "4.2 Data Interoperability Failures", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658734Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1589, "endIndex": 1623, "surroundingText": "4.2 Data Interoperability Failures", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658749Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2665, "endIndex": 2699, "surroundingText": "4.2 Data Interoperability Failures", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658760Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.658789"
|
null
|
[{"id": "entity_transform_E-11e0c6e7df [{"id": "entity_transform_E-11e0c6e7df18", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
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|
E-8f4b1cae6e72
|
NULL
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4.3 Manual Tool Reliance
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 469, "endIndex": 493, "surroundingText": "4.3 Manual Tool Reliance", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658884Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1628, "endIndex": 1652, "surroundingText": "4.3 Manual Tool Reliance", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658936Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2704, "endIndex": 2728, "surroundingText": "4.3 Manual Tool Reliance", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658954Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 3646, "endIndex": 3670, "surroundingText": "4.3 Manual Tool Reliance", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.658966Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.658974"
|
null
|
[{"id": "entity_transform_E-8f4b1cae6e [{"id": "entity_transform_E-8f4b1cae6e72", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
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|
E-41bdad1a0cbc
|
NULL
|
5.1 Ontology-Driven Data Integration
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 525, "endIndex": 561, "surroundingText": "Modernization opportunity: 5.1 Ontology-Driven Data Integration.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659064Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659076"
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null
|
[{"id": "entity_transform_E-41bdad1a0c [{"id": "entity_transform_E-41bdad1a0cbc", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-82b1274e9e30
|
NULL
|
W3C-compliant ontology
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 599, "endIndex": 621, "surroundingText": "Action: Develop and implement a W3C-compliant ontology for target data that defines", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659161Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659174"
|
null
|
[{"id": "entity_transform_E-82b1274e9e [{"id": "entity_transform_E-82b1274e9e30", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-f9f9966eb390
|
NULL
|
target
|
NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 100, "endIndex": 106, "surroundingText": "A shared ontology ensures that all systems \u201cspeak the same language\u201d for target data, eliminating", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659270Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 626, "endIndex": 632, "surroundingText": "Action: Develop and implement a W3C-compliant ontology for target data that defines", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659291Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 668, "endIndex": 674, "surroundingText": ", target, aimpoint, capability, CDE assessment) and their relationships.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659307Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1192, "endIndex": 1198, "surroundingText": "Deploy a unified, API-driven targeting platform", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659321Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1322, "endIndex": 1328, "surroundingText": "accelerating the targeting cycle and enabling synchronized decision-making between", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659337Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659344"
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null
|
[{"id": "entity_transform_E-f9f9966eb3 [{"id": "entity_transform_E-f9f9966eb390", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
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E-dbfd76d699da
|
NULL
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aimpoint
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 676, "endIndex": 684, "surroundingText": ", target, aimpoint, capability, CDE assessment) and their relationships.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659436Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659451"
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null
|
[{"id": "entity_transform_E-dbfd76d699 [{"id": "entity_transform_E-dbfd76d699da", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"4"
|
|
False
|
Edit
Delete
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|
E-eca750fae7f4
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NULL
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capability
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 686, "endIndex": 696, "surroundingText": ", target, aimpoint, capability, CDE assessment) and their relationships.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659537Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.659550"
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null
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[{"id": "entity_transform_E-eca750fae7 [{"id": "entity_transform_E-eca750fae7f4", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
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E-97c26a1bdc9f
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NULL
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CDE assessment
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 698, "endIndex": 712, "surroundingText": ", target, aimpoint, capability, CDE assessment) and their relationships.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659643Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.659657"
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null
|
[{"id": "entity_transform_E-97c26a1bdc [{"id": "entity_transform_E-97c26a1bdc9f", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-ef1daf8524a2
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NULL
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relationships
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 724, "endIndex": 737, "surroundingText": ", target, aimpoint, capability, CDE assessment) and their relationships.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659740Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.659753"
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null
|
[{"id": "entity_transform_E-ef1daf8524 [{"id": "entity_transform_E-ef1daf8524a2", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"10"
|
|
False
|
Edit
Delete
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|
E-eaf8337a3096
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NULL
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enterprise-wide
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 772, "endIndex": 787, "surroundingText": "ontology should be adopted enterprise-wide by both intelligence and operational", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659867Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659880"
|
null
|
[{"id": "entity_transform_E-eaf8337a30 [{"id": "entity_transform_E-eaf8337a3096", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
|
|
E-43f56fdabf1b
|
NULL
|
intelligence systems
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "endIndex": 20, "surroundingText": "...intelligence systems...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.659971Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.659980"
|
null
|
[{"id": "entity_transform_E-43f56fdabf [{"id": "entity_transform_E-43f56fdabf1b", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-78aabdb970c2
|
NULL
|
operational systems
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "endIndex": 19, "surroundingText": "...operational systems...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660063Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660072"
|
null
|
[{"id": "entity_transform_E-78aabdb970 [{"id": "entity_transform_E-78aabdb970c2", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-54141fd05e10
|
NULL
|
machine-to-machine data exchange
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 844, "endIndex": 876, "surroundingText": "systems, enabling machine-to-machine data exchange.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660156Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660168"
|
null
|
[{"id": "entity_transform_E-54141fd05e [{"id": "entity_transform_E-54141fd05e10", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-684e01bc454e
|
NULL
|
IC object-based production
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 937, "endIndex": 963, "surroundingText": "Align with existing IC object-based production (OBP) ontologies to minimize", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660250Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660262"
|
null
|
[{"id": "entity_transform_E-684e01bc45 [{"id": "entity_transform_E-684e01bc454e", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-3f5f9b85a4c0
|
NULL
|
OBP ontologies
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "endIndex": 14, "surroundingText": "...OBP ontologies...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660350Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660358"
|
null
|
[{"id": "entity_transform_E-3f5f9b85a4 [{"id": "entity_transform_E-3f5f9b85a4c0", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-f5c4acdce699
|
NULL
|
SHACL validation
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1015, "endIndex": 1031, "surroundingText": "Use SHACL validation to enforce compliance.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660438Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660450"
|
null
|
[{"id": "entity_transform_E-f5c4acdce6 [{"id": "entity_transform_E-f5c4acdce699", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-768988e7c112
|
NULL
|
compliance
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1043, "endIndex": 1053, "surroundingText": "Use SHACL validation to enforce compliance.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660535Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 2258, "endIndex": 2268, "surroundingText": "Integrated audit trail for compliance and operational accountability.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660553Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 4048, "endIndex": 4058, "surroundingText": "compliance.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660566Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660575"
|
null
|
[{"id": "entity_transform_E-768988e7c1 [{"id": "entity_transform_E-768988e7c112", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"7"
|
|
False
|
Edit
Delete
|
|
E-7b937c29f25c
|
NULL
|
mapping tools
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1067, "endIndex": 1080, "surroundingText": "Provide mapping tools for legacy systems to translate existing records into the", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660665Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660679"
|
null
|
[{"id": "entity_transform_E-7b937c29f2 [{"id": "entity_transform_E-7b937c29f25c", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-e2cf9d693f19
|
NULL
|
legacy systems
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1085, "endIndex": 1099, "surroundingText": "Provide mapping tools for legacy systems to translate existing records into the", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660781Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660795"
|
null
|
[{"id": "entity_transform_E-e2cf9d693f [{"id": "entity_transform_E-e2cf9d693f19", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-29335e5f6832
|
NULL
|
unified, API-driven targeting platform
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1172, "endIndex": 1210, "surroundingText": "Deploy a unified, API-driven targeting platform", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660877Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660888"
|
null
|
[{"id": "entity_transform_E-29335e5f68 [{"id": "entity_transform_E-29335e5f6832", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-c7b976fd4f3e
|
NULL
|
API-enabled platform
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1223, "endIndex": 1243, "surroundingText": "A unified, API-enabled platform replaces manual workarounds with an integrated environment,", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.660970Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.660982"
|
null
|
[{"id": "entity_transform_E-c7b976fd4f [{"id": "entity_transform_E-c7b976fd4f3e", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-e3abbd9cab84
|
NULL
|
manual workarounds
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1253, "endIndex": 1271, "surroundingText": "A unified, API-enabled platform replaces manual workarounds with an integrated environment,", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661073Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.661084"
|
null
|
[{"id": "entity_transform_E-e3abbd9cab [{"id": "entity_transform_E-e3abbd9cab84", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-94475966ff57
|
NULL
|
integrated environment
|
NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1280, "endIndex": 1302, "surroundingText": "A unified, API-enabled platform replaces manual workarounds with an integrated environment,", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661167Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.661178"
|
null
|
[{"id": "entity_transform_E-94475966ff [{"id": "entity_transform_E-94475966ff57", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"3"
|
|
False
|
Edit
Delete
|
|
E-f679e0731912
|
NULL
|
targeting cycle
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1322, "endIndex": 1337, "surroundingText": "accelerating the targeting cycle and enabling synchronized decision-making between", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661267Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 3793, "endIndex": 3808, "surroundingText": "Action: Integrate AI/ML tools into the targeting cycle for automated target detection,", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661287Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.661296"
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null
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[{"id": "entity_transform_E-f679e07319 [{"id": "entity_transform_E-f679e0731912", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
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E-dc6761a399c3
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NULL
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synchronized decision-making
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1351, "endIndex": 1379, "surroundingText": "accelerating the targeting cycle and enabling synchronized decision-making between", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661378Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.661388"
|
null
|
[{"id": "entity_transform_E-dc6761a399 [{"id": "entity_transform_E-dc6761a399c3", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
|
E-cb44138452a8
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NULL
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4.4 Speed Limitations
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1657, "endIndex": 1678, "surroundingText": "4.4 Speed Limitations", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661468Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 3675, "endIndex": 3696, "surroundingText": "4.4 Speed Limitations", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661483Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.661492"
|
null
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[{"id": "entity_transform_E-cb44138452 [{"id": "entity_transform_E-cb44138452a8", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"7"
|
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False
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Edit
Delete
|
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E-885c9297196d
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NULL
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5.2 Unified Targeting Platforms
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NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_15", "startIndex": 1710, "endIndex": 1741, "surroundingText": "Modernization opportunity: 5.2 Unified Targeting Platforms.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.661572Z"}]...
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{}
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1
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"2025-12-02T22:06:44.661583"
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null
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[{"id": "entity_transform_E-885c929719 [{"id": "entity_transform_E-885c9297196d", "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_15 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.656605Z", "completedAt": "2025-12-02T22:06:44.656629Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
|
|
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0.0
|
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"2"
|
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False
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Edit
Delete
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