Triple

T15376438
Position Surface form Disambiguated ID Type / Status
Subject Air Force Security Assistance Training Squadron E367679 entity
Predicate partOf P40 FINISHED
Object United States Air Force security cooperation enterprise
The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
E407301 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: United States Air Force security cooperation enterprise | Statement: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Air Force security cooperation enterprise
Context triple: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
  • A. Air Force Security Assistance and Cooperation Directorate
    The Air Force Security Assistance and Cooperation Directorate is a U.S. Air Force organization that manages foreign military sales and international security cooperation programs for the service.
  • B. U.S. Department of Defense security cooperation enterprise
    The U.S. Department of Defense security cooperation enterprise is the overarching system of organizations, policies, and programs that manage and execute U.S. military-to-military engagement, training, and assistance with foreign partners.
  • C. United States Air Force Warfare Center
    The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
  • D. Air Force Special Operations Air Warfare Center
    The Air Force Special Operations Air Warfare Center is a U.S. Air Force organization responsible for training, education, testing, and doctrine development for Air Force special operations forces.
  • E. Total Force of the United States Air Force
    The Total Force of the United States Air Force is the integrated framework that combines active-duty, Air National Guard, and Air Force Reserve components into a single, cohesive air and space power structure.
  • 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: United States Air Force security cooperation enterprise
Triple: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
Generated description
The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Air Force security cooperation enterprise
Target entity description: The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
  • A. Air Force Security Assistance and Cooperation Directorate chosen
    The Air Force Security Assistance and Cooperation Directorate is a U.S. Air Force organization that manages foreign military sales and international security cooperation programs for the service.
  • B. U.S. Department of Defense security cooperation enterprise
    The U.S. Department of Defense security cooperation enterprise is the overarching system of organizations, policies, and programs that manage and execute U.S. military-to-military engagement, training, and assistance with foreign partners.
  • C. United States Air Force Warfare Center
    The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
  • D. Air Force Special Operations Air Warfare Center
    The Air Force Special Operations Air Warfare Center is a U.S. Air Force organization responsible for training, education, testing, and doctrine development for Air Force special operations forces.
  • E. Total Force of the United States Air Force
    The Total Force of the United States Air Force is the integrated framework that combines active-duty, Air National Guard, and Air Force Reserve components into a single, cohesive air and space power structure.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e5ece1081908d7c1289258b9c1f completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b5502508190bd39b6d81ee57cc0 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0f400ec08190961c63f957efe107 completed May 9, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ff0fbef36081908a0f6317a32f9c28 completed May 9, 2026, 10:43 a.m.
Created at: April 10, 2026, 3:18 a.m.