Triple

T22628115
Position Surface form Disambiguated ID Type / Status
Subject Army Techniques Publication 3-14.3 E558477 entity
Predicate relatedTo P37 FINISHED
Object Field Manual 3-14
Field Manual 3-14 is a U.S. Army doctrinal publication that provides guidance on space operations and the integration of space capabilities into military planning and execution.
 E1547292 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: Field Manual 3-14 | Statement: [Army Techniques Publication 3-14.3, relatedTo, Field Manual 3-14]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Field Manual 3-14
Context triple: [Army Techniques Publication 3-14.3, relatedTo, Field Manual 3-14]
  • A. Field Manual 7-22.7
    Field Manual 7-22.7 is a U.S. Army doctrinal publication that outlines the roles, responsibilities, and professional standards of the noncommissioned officer corps, including their customs, leadership principles, and traditions.
  • B. FM 3-01
    FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
  • C. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • D. 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.
  • E. 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.
  • 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: Field Manual 3-14
Triple: [Army Techniques Publication 3-14.3, relatedTo, Field Manual 3-14]
Generated description
Field Manual 3-14 is a U.S. Army doctrinal publication that provides guidance on space operations and the integration of space capabilities into military planning and execution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Field Manual 3-14
Target entity description: Field Manual 3-14 is a U.S. Army doctrinal publication that provides guidance on space operations and the integration of space capabilities into military planning and execution.
  • A. Field Manual 7-22.7
    Field Manual 7-22.7 is a U.S. Army doctrinal publication that outlines the roles, responsibilities, and professional standards of the noncommissioned officer corps, including their customs, leadership principles, and traditions.
  • B. FM 3-01
    FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
  • C. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3ed1d48190a093013d829901b9 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b585911fc81908f4609be622bc663 completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5b85548190bd54f5a13dd27c5d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b706cba28819091d40e7832e61f97 completed May 18, 2026, 8:02 p.m.
Created at: April 17, 2026, 3:02 p.m.