Triple

T22628071
Position Surface form Disambiguated ID Type / Status
Subject Army Doctrine Publication 3-14 E558476 entity
Predicate relatedTo P37 FINISHED
Object Field Manual 3-14
Field Manual 3-14 is a U.S. Army doctrinal publication that provides detailed guidance on space operations and the integration of space capabilities into land warfare.
E558476 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 Doctrine Publication 3-14, 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 Doctrine Publication 3-14, 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 Doctrine Publication 3-14, relatedTo, Field Manual 3-14]
Generated description
Field Manual 3-14 is a U.S. Army doctrinal publication that provides detailed guidance on space operations and the integration of space capabilities into land warfare.
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 detailed guidance on space operations and the integration of space capabilities into land warfare.
  • 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 chosen
    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.

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_6a0b4e093d288190bd46a771227981b8 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4f13b2fc8190807c8dda3733cf53 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 3:02 p.m.