Triple

T1707404
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices
AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
E192364 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-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
  • A. 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.
  • B. 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.
  • C. NATO Joint Ballistics Memorandum of Understanding
    The NATO Joint Ballistics Memorandum of Understanding is a standardized alliance agreement that harmonizes artillery and ammunition ballistic parameters among NATO member states to ensure interoperability and consistent performance.
  • D. Defensive Aids Sub-System
    The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
  • E. Joint Operation Planning and Execution System
    The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
  • 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-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices
Triple: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
Generated description
AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices
Target entity description: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
  • A. 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.
  • B. 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.
  • C. NATO Joint Ballistics Memorandum of Understanding
    The NATO Joint Ballistics Memorandum of Understanding is a standardized alliance agreement that harmonizes artillery and ammunition ballistic parameters among NATO member states to ensure interoperability and consistent performance.
  • D. Defensive Aids Sub-System
    The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
  • E. Joint Operation Planning and Execution System
    The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
  • 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.