Triple

T8723566
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.5 Allied Joint Doctrine for Special Operations E207073 entity
Predicate hasAbbreviation P43 FINISHED
Object AJP-3.5
AJP-3.5 is a NATO allied joint doctrine publication that provides the overarching principles, guidance, and framework for planning and conducting special operations among member nations.
E752970 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-3.5 | Statement: [AJP-3.5 Allied Joint Doctrine for Special Operations, hasAbbreviation, AJP-3.5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.5
Context triple: [AJP-3.5 Allied Joint Doctrine for Special Operations, hasAbbreviation, AJP-3.5]
  • A. AJP-3.15
    AJP-3.15 is a NATO allied joint doctrine publication that provides guidance for countering improvised explosive devices (IEDs) in military operations.
  • B. AJP-3.3
    AJP-3.3 is a NATO allied joint doctrine publication that provides overarching guidance for planning and conducting combined air and space operations among member nations.
  • C. AJP-3.2
    AJP-3.2 is a NATO allied joint doctrine publication that provides the overarching principles and guidance for planning and conducting land operations by allied forces.
  • D. AJP-3.10
    AJP-3.10 is a NATO allied joint doctrine publication that provides guidance on planning and conducting information operations in support of military objectives.
  • E. AJP-3.21
    AJP-3.21 is a NATO allied joint doctrine publication that provides standardized guidance on the roles, organization, and employment of military police in multinational 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: AJP-3.5
Triple: [AJP-3.5 Allied Joint Doctrine for Special Operations, hasAbbreviation, AJP-3.5]
Generated description
AJP-3.5 is a NATO allied joint doctrine publication that provides the overarching principles, guidance, and framework for planning and conducting special operations among member nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.5
Target entity description: AJP-3.5 is a NATO allied joint doctrine publication that provides the overarching principles, guidance, and framework for planning and conducting special operations among member nations.
  • A. AJP-3.15
    AJP-3.15 is a NATO allied joint doctrine publication that provides guidance for countering improvised explosive devices (IEDs) in military operations.
  • B. AJP-3.3
    AJP-3.3 is a NATO allied joint doctrine publication that provides overarching guidance for planning and conducting combined air and space operations among member nations.
  • C. AJP-3.2
    AJP-3.2 is a NATO allied joint doctrine publication that provides the overarching principles and guidance for planning and conducting land operations by allied forces.
  • D. AJP-3.10
    AJP-3.10 is a NATO allied joint doctrine publication that provides guidance on planning and conducting information operations in support of military objectives.
  • E. AJP-3.21
    AJP-3.21 is a NATO allied joint doctrine publication that provides standardized guidance on the roles, organization, and employment of military police in multinational 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d0791208190b043332247372d7b completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf290001108190a90784b13a0a25b1 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.