Triple

T1968802
Position Surface form Disambiguated ID Type / Status
Subject Innovation, Hybrid and Cyber Division E42749 entity
Predicate collaboratesWith P37 FINISHED
Object NATO centres of excellence
NATO centres of excellence are specialized international military and security institutions that develop expertise, doctrine, and training in key operational domains to support and enhance NATO’s capabilities and interoperability.
E220075 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 centres of excellence | Statement: [Innovation, Hybrid and Cyber Division, collaboratesWith, NATO centres of excellence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO centres of excellence
Context triple: [Innovation, Hybrid and Cyber Division, collaboratesWith, NATO centres of excellence]
  • A. NATO International Military Staff
    The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
  • B. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • C. NATO Military Committee
    The NATO Military Committee is the senior military authority in the North Atlantic Treaty Organization, providing strategic military advice and guidance to the alliance’s political leadership.
  • D. NATO International Staff
    The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
  • E. NATO military commands
    NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
  • 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 centres of excellence
Triple: [Innovation, Hybrid and Cyber Division, collaboratesWith, NATO centres of excellence]
Generated description
NATO centres of excellence are specialized international military and security institutions that develop expertise, doctrine, and training in key operational domains to support and enhance NATO’s capabilities and interoperability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO centres of excellence
Target entity description: NATO centres of excellence are specialized international military and security institutions that develop expertise, doctrine, and training in key operational domains to support and enhance NATO’s capabilities and interoperability.
  • A. NATO International Military Staff
    The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
  • B. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • C. NATO Military Committee
    The NATO Military Committee is the senior military authority in the North Atlantic Treaty Organization, providing strategic military advice and guidance to the alliance’s political leadership.
  • D. NATO International Staff
    The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
  • E. NATO military commands
    NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d05cb88190963039d643bb6637 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd777608190b86d6edc68ff5d9b completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc81697c8190b0dd847649f28923 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfdc8a7f481909b2ee0b4444cf4b9 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.