Triple

T18075438
Position Surface form Disambiguated ID Type / Status
Subject Special Tactics Officer E432542 entity
Predicate partOf P40 FINISHED
Object Air Force Special Tactics community
The Air Force Special Tactics community is an elite component of U.S. Air Force Special Operations that integrates specially trained airmen for combat control, pararescue, tactical air control, and special reconnaissance missions in support of joint and coalition forces.
E1304460 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: Air Force Special Tactics community | Statement: [Special Tactics Officer, partOf, Air Force Special Tactics community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Force Special Tactics community
Context triple: [Special Tactics Officer, partOf, Air Force Special Tactics community]
  • A. Special Warfare Education Group
    The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
  • B. Special Warfare Training Group
    The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
  • C. 321st Special Tactics Squadron
    The 321st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen for global precision strike, personnel recovery, and battlefield air operations.
  • D. 720th Special Tactics Group
    The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
  • E. 21st Special Tactics Squadron
    The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
  • 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: Air Force Special Tactics community
Triple: [Special Tactics Officer, partOf, Air Force Special Tactics community]
Generated description
The Air Force Special Tactics community is an elite component of U.S. Air Force Special Operations that integrates specially trained airmen for combat control, pararescue, tactical air control, and special reconnaissance missions in support of joint and coalition forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Force Special Tactics community
Target entity description: The Air Force Special Tactics community is an elite component of U.S. Air Force Special Operations that integrates specially trained airmen for combat control, pararescue, tactical air control, and special reconnaissance missions in support of joint and coalition forces.
  • A. Special Warfare Education Group
    The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
  • B. Special Warfare Training Group
    The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
  • C. 321st Special Tactics Squadron
    The 321st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen for global precision strike, personnel recovery, and battlefield air operations.
  • D. 720th Special Tactics Group
    The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
  • E. 21st Special Tactics Squadron
    The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
  • 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9f4f76c81909015ae4d66d1c85f completed April 19, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03567944dc8190acf755c523ecd2fd completed May 12, 2026, 4:34 p.m.
NEDg Description generation batch_6a035a643c9081909daa111f5692fed8 completed May 12, 2026, 4:50 p.m.
NED2 Entity disambiguation (via description) batch_6a035ad09e18819081eed396cb445dbc completed May 12, 2026, 4:52 p.m.
Created at: April 10, 2026, 10:26 a.m.