Triple

T19724264
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army training circular series E473683 entity
Predicate relatedTo P37 FINISHED
Object U.S. Army techniques publication series
The U.S. Army techniques publication series is an official set of doctrinal manuals that provide detailed guidance on specific tactics, techniques, and procedures for Army units and soldiers.
E473683 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: U.S. Army techniques publication series | Statement: [U.S. Army training circular series, relatedTo, U.S. Army techniques publication series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army techniques publication series
Context triple: [U.S. Army training circular series, relatedTo, U.S. Army techniques publication series]
  • A. U.S. Army training circular series
    The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
  • B. Army Techniques Publication 3-14.3
    Army Techniques Publication 3-14.3 is a U.S. Army doctrinal manual that provides detailed techniques and guidance for planning, integrating, and conducting Army space operations in support of land warfare.
  • C. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • D. Army Doctrine Publications (ADPs)
    Army Doctrine Publications (ADPs) are authoritative British Army manuals that set out core operational concepts, principles, and guidance for the planning and conduct of military operations.
  • E. Army Field Manuals (AFMs)
    Army Field Manuals (AFMs) are official British Army publications that provide detailed, authoritative guidance on doctrine, tactics, techniques, and procedures for military operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Army techniques publication series
Triple: [U.S. Army training circular series, relatedTo, U.S. Army techniques publication series]
Generated description
The U.S. Army techniques publication series is an official set of doctrinal manuals that provide detailed guidance on specific tactics, techniques, and procedures for Army units and soldiers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army techniques publication series
Target entity description: The U.S. Army techniques publication series is an official set of doctrinal manuals that provide detailed guidance on specific tactics, techniques, and procedures for Army units and soldiers.
  • A. U.S. Army training circular series chosen
    The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
  • B. Army Techniques Publication 3-14.3
    Army Techniques Publication 3-14.3 is a U.S. Army doctrinal manual that provides detailed techniques and guidance for planning, integrating, and conducting Army space operations in support of land warfare.
  • C. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • D. Army Doctrine Publications (ADPs)
    Army Doctrine Publications (ADPs) are authoritative British Army manuals that set out core operational concepts, principles, and guidance for the planning and conduct of military operations.
  • E. Army Field Manuals (AFMs)
    Army Field Manuals (AFMs) are official British Army publications that provide detailed, authoritative guidance on doctrine, tactics, techniques, and procedures for military operations.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e517ebd48190979ee76723bcfadf completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e649f70bac8190823cb3dfbd085a99 completed April 20, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4ec24548190826f8dc75f1de8b7 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b7600d788190821ed051d074c190 completed May 16, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_6a07b7c789688190aed9fabf4c68fe1b completed May 16, 2026, 12:18 a.m.
Created at: April 10, 2026, 1:46 p.m.