Triple

T8234134
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency E192362 entity
Predicate partOfSeries P1761 FINISHED
Object Allied Joint Publications (AJP)
Allied Joint Publications (AJP) are NATO’s authoritative series of doctrinal manuals that provide standardized guidance for planning and conducting joint and combined military operations across the Alliance.
E723984 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: Allied Joint Publications (AJP) | Statement: [AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency, partOfSeries, Allied Joint Publications (AJP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied Joint Publications (AJP)
Context triple: [AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency, partOfSeries, Allied Joint Publications (AJP)]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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-4 Allied Joint Doctrine for Logistics
    AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
  • 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: Allied Joint Publications (AJP)
Triple: [AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency, partOfSeries, Allied Joint Publications (AJP)]
Generated description
Allied Joint Publications (AJP) are NATO’s authoritative series of doctrinal manuals that provide standardized guidance for planning and conducting joint and combined military operations across the Alliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied Joint Publications (AJP)
Target entity description: Allied Joint Publications (AJP) are NATO’s authoritative series of doctrinal manuals that provide standardized guidance for planning and conducting joint and combined military operations across the Alliance.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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-4 Allied Joint Doctrine for Logistics
    AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
  • 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_69ca82db5b90819085d1ad7c2e27bfcc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb782792a48190a34b0abfcc92064b completed March 31, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd67f7dcec81909b74fd2da3609fc3 completed April 1, 2026, 6:46 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7dd65fac8190b8f44b1cf2be7bdd completed April 1, 2026, 8:19 p.m.
Created at: March 30, 2026, 5:46 p.m.