Triple

T1707413
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object AJP-3.20 Allied Joint Doctrine for Cyberspace Operations
AJP-3.20 Allied Joint Doctrine for Cyberspace Operations is a NATO publication that provides overarching principles, guidance, and frameworks for planning and conducting military operations in and through cyberspace across the Alliance.
E195531 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-3.20 Allied Joint Doctrine for Cyberspace Operations | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.20 Allied Joint Doctrine for Cyberspace Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.20 Allied Joint Doctrine for Cyberspace Operations
Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.20 Allied Joint Doctrine for Cyberspace Operations]
  • A. 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.
  • B. 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.
  • C. AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems
    AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems is a NATO publication that provides joint operational guidance and standardized procedures for detecting, assessing, and defeating hostile unmanned aircraft threats across allied forces.
  • D. 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.
  • E. AJP-3.14 Allied Joint Doctrine for Force Protection
    AJP-3.14 Allied Joint Doctrine for Force Protection is a NATO publication that sets out common principles, responsibilities, and procedures to safeguard allied forces, assets, and operations across the full spectrum of military activities.
  • 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-3.20 Allied Joint Doctrine for Cyberspace Operations
Triple: [NATO military doctrine, isDocumentedIn, AJP-3.20 Allied Joint Doctrine for Cyberspace Operations]
Generated description
AJP-3.20 Allied Joint Doctrine for Cyberspace Operations is a NATO publication that provides overarching principles, guidance, and frameworks for planning and conducting military operations in and through cyberspace across the Alliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.20 Allied Joint Doctrine for Cyberspace Operations
Target entity description: AJP-3.20 Allied Joint Doctrine for Cyberspace Operations is a NATO publication that provides overarching principles, guidance, and frameworks for planning and conducting military operations in and through cyberspace across the Alliance.
  • A. 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.
  • B. 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.
  • C. AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems
    AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems is a NATO publication that provides joint operational guidance and standardized procedures for detecting, assessing, and defeating hostile unmanned aircraft threats across allied forces.
  • D. 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.
  • E. AJP-3.14 Allied Joint Doctrine for Force Protection
    AJP-3.14 Allied Joint Doctrine for Force Protection is a NATO publication that sets out common principles, responsibilities, and procedures to safeguard allied forces, assets, and operations across the full spectrum of military activities.
  • 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_69ada0cf5a3481908434c725e85360a2 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2122481909c7a3470e090af17 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada23515d08190833ad1a35bb7a265 completed March 8, 2026, 4:22 p.m.
Created at: March 4, 2026, 7:30 p.m.