Triple

T11711246
Position Surface form Disambiguated ID Type / Status
Subject NATO enlargement E278376 entity
Predicate isLinkedTo P37 FINISHED
Object 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.
E941983 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 Membership Action Plan | Statement: [NATO enlargement, isLinkedTo, NATO Membership Action Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO Membership Action Plan
Context triple: [NATO enlargement, isLinkedTo, NATO Membership 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. Annual National Programme of Ukraine with NATO
    The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
  • C. 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.
  • D. 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.
  • E. NATO enlargement
    NATO enlargement refers to the process of expanding the North Atlantic Treaty Organization by admitting new member states, particularly in Eastern and Central Europe, reshaping post–Cold War security dynamics.
  • 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 Membership Action Plan
Triple: [NATO enlargement, isLinkedTo, NATO Membership Action Plan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO Membership Action Plan
Target entity description: 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.
  • 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. Annual National Programme of Ukraine with NATO
    The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
  • C. 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.
  • D. 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.
  • E. NATO enlargement
    NATO enlargement refers to the process of expanding the North Atlantic Treaty Organization by admitting new member states, particularly in Eastern and Central Europe, reshaping post–Cold War security dynamics.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a49f072c81909c6a964a92e5bc0c completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef838562d08190b9a764e88c50d423 completed April 27, 2026, 3:40 p.m.
NEDg Description generation batch_69ef9b68309081909f3f614efeeb2ab1 completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd6aba82c81909ff22e6b26db3cfe completed April 27, 2026, 9:35 p.m.
Created at: April 8, 2026, 9:40 p.m.