Triple

T8234324
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems E192366 entity
Predicate hasAbbreviation P43 FINISHED
Object 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.
E729214 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-3.22 | Statement: [AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems, hasAbbreviation, AJP-3.22]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AJP-3.22
Context triple: [AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems, hasAbbreviation, AJP-3.22]
  • A. 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.
  • B. AJP-3.14
    AJP-3.14 is a NATO allied joint doctrine publication that provides overarching guidance on force protection for multinational military operations.
  • C. AJP-2
    AJP-2 is a NATO allied joint doctrine publication that sets out common principles and procedures for intelligence, counter-intelligence, and security support to multinational operations.
  • D. 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.
  • E. AJP
    AJP is the standard abbreviation for the American Journal of Physics, a peer-reviewed journal focusing on physics education and the teaching of physics at the undergraduate and graduate levels.
  • 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-3.22
Triple: [AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems, hasAbbreviation, AJP-3.22]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AJP-3.22
Target entity description: 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.
  • A. 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.
  • B. AJP-3.14
    AJP-3.14 is a NATO allied joint doctrine publication that provides overarching guidance on force protection for multinational military operations.
  • C. AJP-2
    AJP-2 is a NATO allied joint doctrine publication that sets out common principles and procedures for intelligence, counter-intelligence, and security support to multinational operations.
  • D. 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.
  • E. AJP
    AJP is the standard abbreviation for the American Journal of Physics, a peer-reviewed journal focusing on physics education and the teaching of physics at the undergraduate and graduate levels.
  • 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_69cde74c4e6c8190a426139f71689a3e completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:46 p.m.