Triple

T8619003
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.2 Allied Joint Doctrine for Land Operations E204113 entity
Predicate hasAbbreviation P43 FINISHED
Object 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.
E746782 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-3.2 | Statement: [AJP-3.2 Allied Joint Doctrine for Land Operations, hasAbbreviation, AJP-3.2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.2
Context triple: [AJP-3.2 Allied Joint Doctrine for Land Operations, hasAbbreviation, AJP-3.2]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. AJP-3.22
    AJP-3.22 is a NATO allied joint doctrine publication that provides guidance for planning and conducting operations to counter unmanned aircraft systems across the alliance.
  • E. AJP-3.19
    AJP-3.19 is a NATO allied joint doctrine publication that provides guidance for planning and conducting non-combatant evacuation 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-3.2
Triple: [AJP-3.2 Allied Joint Doctrine for Land Operations, hasAbbreviation, AJP-3.2]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.2
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. AJP-3.22
    AJP-3.22 is a NATO allied joint doctrine publication that provides guidance for planning and conducting operations to counter unmanned aircraft systems across the alliance.
  • E. AJP-3.19
    AJP-3.19 is a NATO allied joint doctrine publication that provides guidance for planning and conducting non-combatant evacuation 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_69ca832ceab8819096e4a9f546695079 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4712e74c81908b607a0ab2f9a361 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbcb910881909088da53c6e31ae3 completed April 2, 2026, 6:56 p.m.
NEDg Description generation batch_69cebcc22d208190801b4ec58614dfcb completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebdf3f288819088d83165c741d092 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:26 p.m.