Triple

T19095331
Position Surface form Disambiguated ID Type / Status
Subject Conference of National Armaments Directors E467389 entity
Predicate partOf P40 FINISHED
Object NATO armaments cooperation framework
The NATO armaments cooperation framework is the overarching structure through which NATO members coordinate the development, procurement, and standardization of defense equipment and technologies.
E1209997 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: NATO armaments cooperation framework | Statement: [Conference of National Armaments Directors, partOf, NATO armaments cooperation framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO armaments cooperation framework
Context triple: [Conference of National Armaments Directors, partOf, NATO armaments cooperation framework]
  • A. Western European armaments cooperation framework
    The Western European armaments cooperation framework is a collaborative European structure designed to coordinate and harmonize defense equipment development, procurement, and armaments policies among participating Western European states.
  • B. NATO–EU cooperation in defence
    NATO–EU cooperation in defence refers to the structured collaboration between the North Atlantic Treaty Organization and the European Union to coordinate military capabilities, security policies, and joint operations for collective defence and crisis management.
  • C. NATO common funding framework
    The NATO common funding framework is the collective financial mechanism through which NATO members jointly resource shared capabilities, infrastructure, and operations that serve the Alliance as a whole.
  • D. NATO security policy framework
    The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
  • E. NATO Defence Production Action Plan
    The NATO Defence Production Action Plan is an initiative aimed at strengthening and coordinating Allied defence industrial capacity to ensure sufficient, interoperable, and timely military equipment for NATO members.
  • 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: NATO armaments cooperation framework
Triple: [Conference of National Armaments Directors, partOf, NATO armaments cooperation framework]
Generated description
The NATO armaments cooperation framework is the overarching structure through which NATO members coordinate the development, procurement, and standardization of defense equipment and technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO armaments cooperation framework
Target entity description: The NATO armaments cooperation framework is the overarching structure through which NATO members coordinate the development, procurement, and standardization of defense equipment and technologies.
  • A. Western European armaments cooperation framework
    The Western European armaments cooperation framework is a collaborative European structure designed to coordinate and harmonize defense equipment development, procurement, and armaments policies among participating Western European states.
  • B. NATO–EU cooperation in defence
    NATO–EU cooperation in defence refers to the structured collaboration between the North Atlantic Treaty Organization and the European Union to coordinate military capabilities, security policies, and joint operations for collective defence and crisis management.
  • C. NATO common funding framework
    The NATO common funding framework is the collective financial mechanism through which NATO members jointly resource shared capabilities, infrastructure, and operations that serve the Alliance as a whole.
  • D. NATO security policy framework
    The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
  • E. NATO Defence Production Action Plan chosen
    The NATO Defence Production Action Plan is an initiative aimed at strengthening and coordinating Allied defence industrial capacity to ensure sufficient, interoperable, and timely military equipment for NATO members.
  • F. None of above.

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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e368f20c8190bd84d2ba320991ac completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd96b8b48190a3c5b14122380b68 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09f607c81909c9ef31c4e1b47b1 completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.