Triple

T3791902
Position Surface form Disambiguated ID Type / Status
Subject NATO Special Operations Headquarters E89669 entity
Predicate hasComponent P35 FINISHED
Object NATO Special Operations School
The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
E89669 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 Special Operations School | Statement: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO Special Operations School
Context triple: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
  • A. Joint Special Operations University
    Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
  • B. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • C. NATO Special Operations Headquarters
    NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
  • D. Expeditionary Warfare School
    Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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 Special Operations School
Triple: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
Generated description
The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO Special Operations School
Target entity description: The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
  • A. Joint Special Operations University
    Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
  • B. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • C. NATO Special Operations Headquarters chosen
    NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
  • D. Expeditionary Warfare School
    Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee769d68081908dcdd3d232dbb61c completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f055e3988190a1b3633e390c0d6f completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f2094c988190a812194ef5598cdf completed March 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b4f26aee948190b95c94801f0959ec completed March 14, 2026, 5:30 a.m.
Created at: March 9, 2026, 3:15 p.m.