Triple

T1707412
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations
AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations is a NATO publication that provides standardized guidance and procedures for planning and conducting multinational military evacuations of civilians from crisis areas.
E193458 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-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations]
  • A. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. 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.
  • D. 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.
  • E. Combined Security Transition Command – Afghanistan
    The Combined Security Transition Command – Afghanistan was a U.S.-led multinational military organization responsible for training, equipping, and developing Afghanistan’s national security forces and institutions after 2006.
  • 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-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations
Triple: [NATO military doctrine, isDocumentedIn, AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations]
Generated description
AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations is a NATO publication that provides standardized guidance and procedures for planning and conducting multinational military evacuations of civilians from crisis areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations
Target entity description: AJP-3.19 Allied Joint Doctrine for Non-Combatant Evacuation Operations is a NATO publication that provides standardized guidance and procedures for planning and conducting multinational military evacuations of civilians from crisis areas.
  • A. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. 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.
  • D. 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.
  • E. Combined Security Transition Command – Afghanistan
    The Combined Security Transition Command – Afghanistan was a U.S.-led multinational military organization responsible for training, equipping, and developing Afghanistan’s national security forces and institutions after 2006.
  • 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_69ad957912808190be5b6ed8d3f20535 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97accca48190bc43e94337589a5f completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.