Triple

T17801470
Position Surface form Disambiguated ID Type / Status
Subject 352d Special Operations Wing E444436 entity
Predicate hasSubunit P747 FINISHED
Object 321st Special Tactics Squadron — NE NERFINISHED

How this triple was built (3 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: 321st Special Tactics Squadron | Statement: [352d Special Operations Wing, hasSubunit, 321st Special Tactics Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 321st Special Tactics Squadron
Context triple: [352d Special Operations Wing, hasSubunit, 321st Special Tactics Squadron]
  • A. 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.
  • B. 23rd Special Tactics Squadron
    The 23rd Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized air-ground integration capabilities for missions worldwide.
  • C. 24th Special Tactics Squadron
    The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
  • D. 22nd Special Tactics Squadron
    The 22nd Special Tactics Squadron is a U.S. Air Force special operations unit specializing in combat control, pararescue, and tactical air-to-ground integration in support of special operations missions.
  • E. 26th Special Tactics Squadron
    The 26th Special Tactics Squadron is a U.S. Air Force special operations unit that provides specially trained airmen for combat control, pararescue, and other specialized battlefield air operations in support of joint special operations missions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 321st Special Tactics Squadron
Target entity description: 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.
  • A. 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.
  • B. 23rd Special Tactics Squadron
    The 23rd Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized air-ground integration capabilities for missions worldwide.
  • C. 24th Special Tactics Squadron
    The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
  • D. 22nd Special Tactics Squadron
    The 22nd Special Tactics Squadron is a U.S. Air Force special operations unit specializing in combat control, pararescue, and tactical air-to-ground integration in support of special operations missions.
  • E. 26th Special Tactics Squadron
    The 26th Special Tactics Squadron is a U.S. Air Force special operations unit that provides specially trained airmen for combat control, pararescue, and other specialized battlefield air operations in support of joint special operations missions.
  • F. None of above. chosen

Provenance (2 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e488005a288190b7a2cffa590d2557 completed April 19, 2026, 7:45 a.m.
Created at: April 10, 2026, 10:13 a.m.