Triple

T1707405
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-3.21 Allied Joint Doctrine for Military Police
AJP-3.21 Allied Joint Doctrine for Military Police is a NATO publication that sets out common principles, roles, and procedures for the employment of military police forces in allied operations.
E192365 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: AJP-3.21 Allied Joint Doctrine for Military Police | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.21 Allied Joint Doctrine for Military Police]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.21 Allied Joint Doctrine for Military Police
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.21 Allied Joint Doctrine for Military Police]
  • A. Army Pamphlet 670-1
    Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
  • B. Manual for Courts-Martial
    The Manual for Courts-Martial is the comprehensive legal guide that prescribes the rules, procedures, and punitive articles governing the administration of military justice in the United States armed forces.
  • C. Army Regulation 670-1
    Army Regulation 670-1 is the U.S. Army’s primary uniform regulation that prescribes the standards for the wear and appearance of Army uniforms and insignia.
  • D. Army Regulation 600-20
    Army Regulation 600-20 is a key U.S. Army policy document that governs command policy, including standards for leadership, discipline, and the well-being and conduct of soldiers.
  • 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: AJP-3.21 Allied Joint Doctrine for Military Police
Triple: [NATO military doctrine, isDocumentedIn, AJP-3.21 Allied Joint Doctrine for Military Police]
Generated description
AJP-3.21 Allied Joint Doctrine for Military Police is a NATO publication that sets out common principles, roles, and procedures for the employment of military police forces in allied operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.21 Allied Joint Doctrine for Military Police
Target entity description: AJP-3.21 Allied Joint Doctrine for Military Police is a NATO publication that sets out common principles, roles, and procedures for the employment of military police forces in allied operations.
  • A. Army Pamphlet 670-1
    Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
  • B. Manual for Courts-Martial
    The Manual for Courts-Martial is the comprehensive legal guide that prescribes the rules, procedures, and punitive articles governing the administration of military justice in the United States armed forces.
  • C. Army Regulation 670-1
    Army Regulation 670-1 is the U.S. Army’s primary uniform regulation that prescribes the standards for the wear and appearance of Army uniforms and insignia.
  • D. Army Regulation 600-20
    Army Regulation 600-20 is a key U.S. Army policy document that governs command policy, including standards for leadership, discipline, and the well-being and conduct of soldiers.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62f6fc9c8190b61cc9872cc2adc0 completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ad849648190b2bb0e2a50cd6c75 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957778a0819080f7fee35f5d8ed5 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97aa308c81909f245a2133fc471b completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.