Triple

T18273600
Position Surface form Disambiguated ID Type / Status
Subject Very High Readiness Joint Task Force E437674 entity
Predicate doctrine P450 FINISHED
Object NATO Readiness Action Plan
The NATO Readiness Action Plan is an alliance-wide framework adopted after the Ukraine crisis to strengthen NATO’s collective defense and rapid-response capabilities, including measures like forward presence and high-readiness forces.
E1315534 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 Readiness Action Plan | Statement: [Very High Readiness Joint Task Force, doctrine, NATO Readiness Action Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO Readiness Action Plan
Context triple: [Very High Readiness Joint Task Force, doctrine, NATO Readiness Action Plan]
  • A. NATO Readiness Initiative
    The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
  • B. NATO Membership Action Plan
    The NATO Membership Action Plan is a formal program that guides and assists aspiring countries in meeting the political, military, and economic standards required for eventual NATO membership.
  • C. 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.
  • D. NATO deterrence and defence posture
    NATO deterrence and defence posture is the Alliance’s overarching strategy and set of measures to prevent aggression and defend member states through a combination of credible military capabilities, readiness, and political resolve.
  • E. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • 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 Readiness Action Plan
Triple: [Very High Readiness Joint Task Force, doctrine, NATO Readiness Action Plan]
Generated description
The NATO Readiness Action Plan is an alliance-wide framework adopted after the Ukraine crisis to strengthen NATO’s collective defense and rapid-response capabilities, including measures like forward presence and high-readiness forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO Readiness Action Plan
Target entity description: The NATO Readiness Action Plan is an alliance-wide framework adopted after the Ukraine crisis to strengthen NATO’s collective defense and rapid-response capabilities, including measures like forward presence and high-readiness forces.
  • A. NATO Readiness Initiative
    The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
  • B. NATO Membership Action Plan
    The NATO Membership Action Plan is a formal program that guides and assists aspiring countries in meeting the political, military, and economic standards required for eventual NATO membership.
  • C. 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.
  • D. NATO deterrence and defence posture
    NATO deterrence and defence posture is the Alliance’s overarching strategy and set of measures to prevent aggression and defend member states through a combination of credible military capabilities, readiness, and political resolve.
  • E. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5005006108190bbddddbe6bbdc911 completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3fc2a808190be07b43e9e7ac3bb completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b53fc3688190aa6f8e9673763e79 completed May 12, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_6a03b62cb67481908c78ca4d55710dbd completed May 12, 2026, 11:22 p.m.
Created at: April 10, 2026, 10:34 a.m.