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E-2f5dbf6a4ff9
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NULL
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operational planning
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 871, "endIndex": 891, "surroundingText": "analysis, operational planning, and execution to achieve strategic effects.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944001Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.944012"
|
null
|
[{"id": "entity_transform_E-2f5dbf6a4f [{"id": "entity_transform_E-2f5dbf6a4ff9", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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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
Delete
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E-1b7e49f97347
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NULL
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execution
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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_10", "startIndex": 897, "endIndex": 906, "surroundingText": "analysis, operational planning, and execution to achieve strategic effects.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944096Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 1055, "endIndex": 1064, "surroundingText": "and execution timelines\u2014and intelligence targeting\u2014focused on discovery, validation, and", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944115Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.944127"
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null
|
[{"id": "entity_transform_E-1b7e49f973 [{"id": "entity_transform_E-1b7e49f97347", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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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-d04c60d87f2c
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NULL
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operational targeting
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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_10", "startIndex": 995, "endIndex": 1016, "surroundingText": "well-documented gap exists between operational targeting\u2014driven by commanders\u2019 objectives", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944310Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 1715, "endIndex": 1736, "surroundingText": "advanced toward object-based intelligence (OBI) models, operational targeting has not yet fully", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944329Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.944339"
|
null
|
[{"id": "entity_transform_E-d04c60d87f [{"id": "entity_transform_E-d04c60d87f2c", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-b51886581f20
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NULL
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intelligence targeting
|
NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 1079, "endIndex": 1101, "surroundingText": "and execution timelines\u2014and intelligence targeting\u2014focused on discovery, validation, and", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944424Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 2894, "endIndex": 2916, "surroundingText": "close the operational\u2013intelligence targeting gap and enhance readiness for real-time, multi-", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944444Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.944453"
|
null
|
[{"id": "entity_transform_E-b51886581f [{"id": "entity_transform_E-b51886581f20", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-2dc18c9b7719
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NULL
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decision cycles
|
NULL
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[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 1192, "endIndex": 1207, "surroundingText": "This disconnect slows decision cycles, reduces operational", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.944630Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.944641"
|
null
|
[{"id": "entity_transform_E-2dc18c9b77 [{"id": "entity_transform_E-2dc18c9b7719", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-501c1334afe9
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NULL
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U.S. targeting workflows
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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_10", "startIndex": 1387, "endIndex": 1411, "surroundingText": "Current U.S. targeting workflows, as defined in doctrine [1] [2] [3] [4], depend on manual", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.945286Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.945298"
|
null
|
[{"id": "entity_transform_E-501c1334af [{"id": "entity_transform_E-501c1334afe9", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-5f311a671d4a
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NULL
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manual processes
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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_10", "startIndex": 4744, "endIndex": 4760, "surroundingText": "Workflow Disconnection (data silos, manual processes)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.945392Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.945402"
|
null
|
[{"id": "entity_transform_E-5f311a671d [{"id": "entity_transform_E-5f311a671d4a", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
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E-922c8a6d4572
|
NULL
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machine-to-machine exchange
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "endIndex": 27, "surroundingText": "...machine-to-machine exchange...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.946514Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.946523"
|
null
|
[{"id": "entity_transform_E-922c8a6d45 [{"id": "entity_transform_E-922c8a6d4572", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-b552c36c2e5b
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NULL
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modernization initiatives
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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_10", "endIndex": 25, "surroundingText": "...modernization initiatives...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.947127Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.947135"
|
null
|
[{"id": "entity_transform_E-b552c36c2e [{"id": "entity_transform_E-b552c36c2e5b", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
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E-8b3b9c30082d
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NULL
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AI-enabled automation
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 2481, "endIndex": 2502, "surroundingText": "It identifies where semantic technologies and AI-enabled automation can", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.947805Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.947817"
|
null
|
[{"id": "entity_transform_E-8b3b9c3008 [{"id": "entity_transform_E-8b3b9c30082d", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-3b50bfd160cf
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NULL
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literature review
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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_10", "startIndex": 3025, "endIndex": 3042, "surroundingText": "This literature review employed a structured analysis of doctrinal, technical, and operational", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.948386Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.948397"
|
null
|
[{"id": "entity_transform_E-3b50bfd160 [{"id": "entity_transform_E-3b50bfd160cf", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-9dd9ba898642
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NULL
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structured analysis
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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_10", "startIndex": 3054, "endIndex": 3073, "surroundingText": "This literature review employed a structured analysis of doctrinal, technical, and operational", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.948486Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.948497"
|
null
|
[{"id": "entity_transform_E-9dd9ba8986 [{"id": "entity_transform_E-9dd9ba898642", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-6245f3c6304d
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NULL
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Allied targeting practices
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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_10", "endIndex": 26, "surroundingText": "...Allied targeting practices...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949054Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.949062"
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null
|
[{"id": "entity_transform_E-6245f3c630 [{"id": "entity_transform_E-6245f3c6304d", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-6078d5a086ac
|
NULL
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coalition targeting practices
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NULL
|
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{}
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1
|
"2025-12-02T22:06:36.949156"
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null
|
[{"id": "entity_transform_E-6078d5a086 [{"id": "entity_transform_E-6078d5a086ac", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
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"0"
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0.0
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"2"
|
|
False
|
Edit
Delete
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E-72ccf9130fcb
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NULL
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ontology-driven 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_10", "endIndex": 27, "surroundingText": "...ontology-driven integration...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949331Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.949339"
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null
|
[{"id": "entity_transform_E-72ccf9130f [{"id": "entity_transform_E-72ccf9130fcb", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
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|
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0.0
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|
"2"
|
|
False
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Edit
Delete
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E-199919ab6d99
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NULL
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automation
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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_10", "startIndex": 2492, "endIndex": 2502, "surroundingText": "It identifies where semantic technologies and AI-enabled automation can", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949420Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 3581, "endIndex": 3591, "surroundingText": "integration, automation, and coalition readiness.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949437Z"}, {"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_10", "startIndex": 4558, "endIndex": 4568, "surroundingText": "AI/Automation", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949450Z"}]...
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{}
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1
|
"2025-12-02T22:06:36.949458"
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null
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[{"id": "entity_transform_E-199919ab6d [{"id": "entity_transform_E-199919ab6d99", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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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
|
|
"2"
|
|
False
|
Edit
Delete
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E-cdcdb7fca911
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NULL
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workflow 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_10", "startIndex": 3760, "endIndex": 3780, "surroundingText": "employment manuals were excluded as outside the semantic and workflow integration", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.949845Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.949856"
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null
|
[{"id": "entity_transform_E-cdcdb7fca9 [{"id": "entity_transform_E-cdcdb7fca911", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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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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E-61d184b41ae4
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NULL
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engineering research
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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_10", "startIndex": 3914, "endIndex": 3934, "surroundingText": "Technical Literature \u2013 Engineering research and ontology-driven frameworks [6] [7].", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.950122Z"}]...
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{}
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1
|
"2025-12-02T22:06:36.950132"
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null
|
[{"id": "entity_transform_E-61d184b41a [{"id": "entity_transform_E-61d184b41ae4", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-ee14dfa0caea
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NULL
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JADC2 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_10", "startIndex": 4211, "endIndex": 4228, "surroundingText": "Emerging Technology Reports \u2013 AI/ML applications, data fabrics, and JADC2 integration.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.950923Z"}]...
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{}
|
1
|
"2025-12-02T22:06:36.950936"
|
null
|
[{"id": "entity_transform_E-ee14dfa0ca [{"id": "entity_transform_E-ee14dfa0caea", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
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Edit
Delete
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E-c65e1bbec789
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NULL
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thematic coding
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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_10", "startIndex": 4273, "endIndex": 4288, "surroundingText": "The review used thematic coding to identify recurring issues and opportunities across sources:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.951031Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.951041"
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null
|
[{"id": "entity_transform_E-c65e1bbec7 [{"id": "entity_transform_E-c65e1bbec789", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-ea82bd2d3820
|
NULL
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Code Assignment
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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_10", "startIndex": 4365, "endIndex": 4380, "surroundingText": "Step 1 \u2013 Code Assignment: Relevant passages were coded with short labels (e.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.951125Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.951135"
|
null
|
[{"id": "entity_transform_E-ea82bd2d38 [{"id": "entity_transform_E-ea82bd2d3820", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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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
|
Edit
Delete
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E-62fbd0047f6e
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NULL
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Theme Development
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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_10", "startIndex": 4636, "endIndex": 4653, "surroundingText": "Step 2 \u2013 Theme Development: Codes were grouped into four overarching themes:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:36.951256Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:36.951274"
|
null
|
[{"id": "entity_transform_E-62fbd0047f [{"id": "entity_transform_E-62fbd0047f6e", "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_10 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:36.941034Z", "completedAt": "2025-12-02T22:06:36.941066Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
|
|
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0.0
|
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"2"
|
|
False
|
Edit
Delete
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E-0619db1bab7f
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NULL
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Data Interoperability Issues
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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_11", "endIndex": 28, "surroundingText": "...Data Interoperability Issues...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713233Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713254"
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null
|
[{"id": "entity_transform_E-0619db1bab [{"id": "entity_transform_E-0619db1bab7f", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-6ddc92e81329
|
NULL
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Workflow Inefficiencies
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NULL
|
[{"documentId": "batch-ab1be436-e79b-4 [{"documentId": "batch-ab1be436-e79b-436b-8f65-7bbd5d03d519-c311ea18-6f02-461b-936e-65a4bc6e17c6_chunk_11", "startIndex": 67, "endIndex": 90, "surroundingText": "Interoperability Issues, Workflow Inefficiencies, Classification Barriers, Semantic", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713356Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713371"
|
null
|
[{"id": "entity_transform_E-6ddc92e813 [{"id": "entity_transform_E-6ddc92e81329", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
|
default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
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"2"
|
|
False
|
Edit
Delete
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E-706ab4043ac1
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NULL
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Classification Barriers
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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_11", "startIndex": 92, "endIndex": 115, "surroundingText": "Interoperability Issues, Workflow Inefficiencies, Classification Barriers, Semantic", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713458Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713472"
|
null
|
[{"id": "entity_transform_E-706ab4043a [{"id": "entity_transform_E-706ab4043ac1", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
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"2"
|
|
False
|
Edit
Delete
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E-409ea0938218
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NULL
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AI/Automation Benefits
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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_11", "endIndex": 22, "surroundingText": "...AI/Automation Benefits...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713643Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713652"
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null
|
[{"id": "entity_transform_E-409ea09382 [{"id": "entity_transform_E-409ea0938218", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
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"2"
|
|
False
|
Edit
Delete
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E-30440c15c7f8
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NULL
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Coalition Interoperability Challenges
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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_11", "endIndex": 37, "surroundingText": "...Coalition Interoperability Challenges...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713730Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713739"
|
null
|
[{"id": "entity_transform_E-30440c15c7 [{"id": "entity_transform_E-30440c15c7f8", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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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"
|
|
False
|
Edit
Delete
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E-9d85aeaa8f35
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NULL
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Step 2
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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_11", "startIndex": 227, "endIndex": 233, "surroundingText": "Step 2 \u2013 Theme Development: Codes were grouped into four overarching themes:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713838Z"}]...
|
{}
|
1
|
"2025-12-02T22:06:44.713855"
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null
|
[{"id": "entity_transform_E-9d85aeaa8f [{"id": "entity_transform_E-9d85aeaa8f35", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
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|
|
|
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0.0
|
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"2"
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|
False
|
Edit
Delete
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E-a4b8c4bf4965
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NULL
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Theme Development
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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_11", "startIndex": 236, "endIndex": 253, "surroundingText": "Step 2 \u2013 Theme Development: Codes were grouped into four overarching themes:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.713939Z"}]...
|
{}
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1
|
"2025-12-02T22:06:44.713952"
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null
|
[{"id": "entity_transform_E-a4b8c4bf49 [{"id": "entity_transform_E-a4b8c4bf4965", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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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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E-62b9c30fa93c
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NULL
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Workflow Disconnection
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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_11", "startIndex": 308, "endIndex": 330, "surroundingText": "Workflow Disconnection (data silos, manual processes)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714135Z"}]...
|
{}
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1
|
"2025-12-02T22:06:44.714149"
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null
|
[{"id": "entity_transform_E-62b9c30fa9 [{"id": "entity_transform_E-62b9c30fa93c", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
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|
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|
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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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E-f22902b0277f
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NULL
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manual processes
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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_11", "startIndex": 344, "endIndex": 360, "surroundingText": "Workflow Disconnection (data silos, manual processes)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714346Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.714360"
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null
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[{"id": "entity_transform_E-f22902b027 [{"id": "entity_transform_E-f22902b0277f", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
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|
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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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E-a66d97e54bbe
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NULL
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Policy and Security Constraints
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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_11", "startIndex": 366, "endIndex": 397, "surroundingText": "Policy and Security Constraints (classification delays, restrictive releasability)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714440Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.714452"
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null
|
[{"id": "entity_transform_E-a66d97e54b [{"id": "entity_transform_E-a66d97e54bbe", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
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|
|
|
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0.0
|
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"2"
|
|
False
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Edit
Delete
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E-09e406e3c82b
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NULL
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classification 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_11", "startIndex": 399, "endIndex": 420, "surroundingText": "Policy and Security Constraints (classification delays, restrictive releasability)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714533Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.714545"
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null
|
[{"id": "entity_transform_E-09e406e3c8 [{"id": "entity_transform_E-09e406e3c82b", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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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
|
|
"2"
|
|
False
|
Edit
Delete
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E-73c67c03b252
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NULL
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restrictive releasability
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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_11", "startIndex": 422, "endIndex": 447, "surroundingText": "Policy and Security Constraints (classification delays, restrictive releasability)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714625Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.714636"
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null
|
[{"id": "entity_transform_E-73c67c03b2 [{"id": "entity_transform_E-73c67c03b252", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
|
default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-92db50ac04bd
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NULL
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Technology Modernization Opportunities
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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_11", "endIndex": 38, "surroundingText": "...Technology Modernization Opportunities...", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.714719Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.714727"
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null
|
[{"id": "entity_transform_E-92db50ac04 [{"id": "entity_transform_E-92db50ac04bd", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-05c12ecd4732
|
NULL
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Coalition Integration Complexity
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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_11", "startIndex": 542, "endIndex": 574, "surroundingText": "Coalition Integration Complexity (system incompatibility, policy divergence)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.715122Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.715133"
|
null
|
[{"id": "entity_transform_E-05c12ecd47 [{"id": "entity_transform_E-05c12ecd4732", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
|
0.0
|
|
"2"
|
|
False
|
Edit
Delete
|
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E-73c50d68c11d
|
NULL
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system incompatibility
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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_11", "startIndex": 576, "endIndex": 598, "surroundingText": "Coalition Integration Complexity (system incompatibility, policy divergence)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.715225Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.715238"
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null
|
[{"id": "entity_transform_E-73c50d68c1 [{"id": "entity_transform_E-73c50d68c11d", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
|
["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-9e3a77ebdabd
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NULL
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policy divergence
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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_11", "startIndex": 600, "endIndex": 617, "surroundingText": "Coalition Integration Complexity (system incompatibility, policy divergence)", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.715319Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.715332"
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null
|
[{"id": "entity_transform_E-9e3a77ebda [{"id": "entity_transform_E-9e3a77ebdabd", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
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False
|
Edit
Delete
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E-131e71be9e20
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NULL
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Step 3
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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_11", "startIndex": 623, "endIndex": 629, "surroundingText": "Step 3 \u2013 Recommendations Mapping: Each theme was directly linked to modernization", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.715416Z"}]...
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{}
|
1
|
"2025-12-02T22:06:44.715430"
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null
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[{"id": "entity_transform_E-131e71be9e [{"id": "entity_transform_E-131e71be9e20", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-42d78fd94a86
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NULL
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Recommendations Mapping
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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_11", "startIndex": 632, "endIndex": 655, "surroundingText": "Step 3 \u2013 Recommendations Mapping: Each theme was directly linked to modernization", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.715524Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.715537"
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null
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[{"id": "entity_transform_E-42d78fd94a [{"id": "entity_transform_E-42d78fd94a86", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
|
"0"
|
|
|
|
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0.0
|
|
"2"
|
|
False
|
Edit
Delete
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E-faab540ba6d9
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NULL
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modernization strategies
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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_11", "startIndex": 1019, "endIndex": 1043, "surroundingText": "gaps to actionable modernization strategies.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.716010Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.716023"
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null
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Edit
Delete
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E-6fd8f32f1cd9
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NULL
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targeting
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NULL
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{}
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1
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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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E-d9dc3d8db372
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NULL
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integrative activity
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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-d9dc3d8db3 [{"id": "entity_transform_E-d9dc3d8db372", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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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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E-94d34a8f0cb4
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NULL
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continuous, iterative, and analytical process
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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-94d34a8f0c [{"id": "entity_transform_E-94d34a8f0cb4", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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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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E-7223e28a58e3
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NULL
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tactical actions
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NULL
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{}
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1
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"2025-12-02T22:06:44.716668"
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null
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default
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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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E-c12781ac25c5
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NULL
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operations
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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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["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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E-fef2c21acc7b
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NULL
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assessments
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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_11", "startIndex": 1348, "endIndex": 1359, "surroundingText": "through deliberate coordination of intelligence, operations, and assessments.", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.717062Z"}]...
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{}
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1
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null
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[{"id": "entity_transform_E-fef2c21acc [{"id": "entity_transform_E-fef2c21acc7b", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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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"
|
|
False
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Edit
Delete
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E-319c1ebb6022
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NULL
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Joint 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_11", "startIndex": 1420, "endIndex": 1441, "surroundingText": "Targeting [1], formalizes this through the Joint Targeting Cycle (JTC), a six-phase process:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.717359Z"}]...
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{}
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1
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"2025-12-02T22:06:44.717370"
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null
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[{"id": "entity_transform_E-319c1ebb60 [{"id": "entity_transform_E-319c1ebb6022", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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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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E-dc70807fc0f8
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NULL
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JTC
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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_11", "startIndex": 1443, "endIndex": 1446, "surroundingText": "Targeting [1], formalizes this through the Joint Targeting Cycle (JTC), a six-phase process:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.717463Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.717475"
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null
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[{"id": "entity_transform_E-dc70807fc0 [{"id": "entity_transform_E-dc70807fc0f8", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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default
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["8c72ee87-c3d0-497c-b3c1-c0172e4ede3c"]
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"0"
|
|
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|
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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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E-666396ba4685
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NULL
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six-phase process
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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_11", "startIndex": 1451, "endIndex": 1468, "surroundingText": "Targeting [1], formalizes this through the Joint Targeting Cycle (JTC), a six-phase process:", "extractionConfidence": 0.85, "extractionMethod": "LLM_EXTRACTION", "extractedAt": "2025-12-02T22:06:44.717559Z"}]...
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{}
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1
|
"2025-12-02T22:06:44.717571"
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null
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[{"id": "entity_transform_E-666396ba46 [{"id": "entity_transform_E-666396ba4685", "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_11 using structured JSON schema", "modelName": "LLM_CLIENT", "startedAt": "2025-12-02T22:06:44.713088Z", "completedAt": "2025-12-02T22:06:44.713109Z"}]...
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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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