Triple

T1950945
Position Surface form Disambiguated ID Type / Status
Subject USASOC E42154 entity
Predicate subordinateUnit P258 FINISHED
Object 528th Sustainment Brigade (Special Operations) (Airborne) E47115 NE FINISHED

How this triple was built (2 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: 528th Sustainment Brigade (Special Operations) (Airborne) | Statement: [USASOC, subordinateUnit, 528th Sustainment Brigade (Special Operations) (Airborne)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 528th Sustainment Brigade (Special Operations) (Airborne)
Context triple: [USASOC, subordinateUnit, 528th Sustainment Brigade (Special Operations) (Airborne)]
  • A. 528th Sustainment Brigade (Special Operations) (Airborne) chosen
    The 528th Sustainment Brigade (Special Operations) (Airborne) is a U.S. Army airborne logistics and support unit that provides specialized sustainment, medical, signal, and operational support to Army special operations forces worldwide.
  • B. 6th Special Operations Brigade
    The 6th Special Operations Brigade is an elite Romanian Land Forces unit specializing in special operations, unconventional warfare, and high-risk missions.
  • C. 7th Special Forces Group (Airborne)
    The 7th Special Forces Group (Airborne) is a U.S. Army Special Forces unit specializing in unconventional warfare, counterinsurgency, and counter-narcotics operations, primarily focused on Latin America.
  • D. 1st Brigade Combat Team, 82nd Airborne Division
    The 1st Brigade Combat Team, 82nd Airborne Division is a U.S. Army airborne infantry brigade renowned for its rapid-deployment capability and role in major combat and contingency operations worldwide.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34d94fc8190a5bf1e582c77c725 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc3cf6881909d42a04be18c3c73 completed March 8, 2026, 10:44 p.m.
Created at: March 4, 2026, 7:36 p.m.