Triple

T9170757
Position Surface form Disambiguated ID Type / Status
Subject NATO Defence Planning Process E220073 entity
Predicate basedOn P98 FINISHED
Object NATO political guidance
NATO political guidance is a high-level strategic document that translates the Alliance’s collective political objectives into overarching priorities and directions for its defence planning and capability development.
E220073 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 political guidance | Statement: [NATO Defence Planning Process, basedOn, NATO political guidance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO political guidance
Context triple: [NATO Defence Planning Process, basedOn, NATO political guidance]
  • A. 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.
  • B. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • C. 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.
  • D. NATO Political Affairs and Security Policy Division
    The NATO Political Affairs and Security Policy Division is a key NATO body responsible for developing and managing the Alliance’s political relations, partnerships, and security policies with non-member countries and international organizations.
  • E. 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.
  • 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 political guidance
Triple: [NATO Defence Planning Process, basedOn, NATO political guidance]
Generated description
NATO political guidance is a high-level strategic document that translates the Alliance’s collective political objectives into overarching priorities and directions for its defence planning and capability development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO political guidance
Target entity description: NATO political guidance is a high-level strategic document that translates the Alliance’s collective political objectives into overarching priorities and directions for its defence planning and capability development.
  • A. 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.
  • B. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • C. NATO Defence Planning Process chosen
    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.
  • D. NATO Political Affairs and Security Policy Division
    The NATO Political Affairs and Security Policy Division is a key NATO body responsible for developing and managing the Alliance’s political relations, partnerships, and security policies with non-member countries and international organizations.
  • E. 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.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaae23f048190847f12317be925b1 completed April 1, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0549746b0819099c2a591900f9c8c completed April 4, 2026, midnight
NEDg Description generation batch_69d0558aeb7c8190a638e81bd0a6b47a completed April 4, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69d0598de6388190a535748893dfb09c completed April 4, 2026, 12:21 a.m.
Created at: March 30, 2026, 7:22 p.m.