Triple

T1707394
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-5 Allied Joint Doctrine for Operational-Level Planning
AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
E197842 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-5 Allied Joint Doctrine for Operational-Level Planning | Statement: [NATO military doctrine, isDocumentedIn, AJP-5 Allied Joint Doctrine for Operational-Level Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-5 Allied Joint Doctrine for Operational-Level Planning
Context triple: [NATO military doctrine, isDocumentedIn, AJP-5 Allied Joint Doctrine for Operational-Level Planning]
  • A. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • B. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • C. AJP-3.10 Allied Joint Doctrine for Information Operations
    AJP-3.10 Allied Joint Doctrine for Information Operations is a NATO publication that provides overarching principles, guidance, and procedures for planning and conducting information operations in allied joint military campaigns.
  • D. AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
    AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
  • E. AJP-3.18 Allied Joint Doctrine for Offensive Counter-Air
    AJP-3.18 Allied Joint Doctrine for Offensive Counter-Air is a NATO publication that provides joint operational guidance for planning and conducting offensive air operations to achieve air superiority and counter enemy air power.
  • 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-5 Allied Joint Doctrine for Operational-Level Planning
Triple: [NATO military doctrine, isDocumentedIn, AJP-5 Allied Joint Doctrine for Operational-Level Planning]
Generated description
AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-5 Allied Joint Doctrine for Operational-Level Planning
Target entity description: AJP-5 Allied Joint Doctrine for Operational-Level Planning is a NATO publication that provides the overarching principles, processes, and guidance for planning and conducting joint operations at the operational level.
  • A. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • B. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • C. AJP-3.10 Allied Joint Doctrine for Information Operations
    AJP-3.10 Allied Joint Doctrine for Information Operations is a NATO publication that provides overarching principles, guidance, and procedures for planning and conducting information operations in allied joint military campaigns.
  • D. AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
    AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
  • E. AJP-3.18 Allied Joint Doctrine for Offensive Counter-Air
    AJP-3.18 Allied Joint Doctrine for Offensive Counter-Air is a NATO publication that provides joint operational guidance for planning and conducting offensive air operations to achieve air superiority and counter enemy air power.
  • 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_69ada97a55948190b4c58503d53132f0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaea486d0819097357d881b70d114 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:30 p.m.