Triple

T1707401
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
E192362 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-3.4.9 Allied Joint Doctrine for Counterinsurgency | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
  • A. 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.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. On Guerrilla Warfare
    On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
  • D. Joint Intelligence Task Force – Combating Terrorism
    The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
  • E. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • 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-3.4.9 Allied Joint Doctrine for Counterinsurgency
Triple: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
Generated description
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
Target entity description: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
  • A. 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.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. On Guerrilla Warfare
    On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
  • D. Joint Intelligence Task Force – Combating Terrorism
    The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
  • E. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • 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.