Triple

T5978810
Position Surface form Disambiguated ID Type / Status
Subject Army space operations E133067 entity
Predicate doctrineSource P11295 FINISHED
Object 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.
 E558477 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: Army Techniques Publication 3-14.3 | Statement: [Army space operations, doctrineSource, Army Techniques Publication 3-14.3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army Techniques Publication 3-14.3
Context triple: [Army space operations, doctrineSource, Army Techniques Publication 3-14.3]
  • A. Army Doctrine Publication 6-22
    Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
  • 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. Marine Corps Warfighting Publication 3-40.7
    Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
  • D. 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.
  • E. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency 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: Army Techniques Publication 3-14.3
Triple: [Army space operations, doctrineSource, Army Techniques Publication 3-14.3]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army Techniques Publication 3-14.3
Target entity description: 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.
  • A. Army Doctrine Publication 6-22
    Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
  • 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. Marine Corps Warfighting Publication 3-40.7
    Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
  • D. 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.
  • E. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a3e686c81908910c0881ac1624d completed March 22, 2026, 7:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.