Triple

T332055
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Special Operations Command E6645 entity
Predicate subordinateUnit P258 FINISHED
Object 528th Sustainment Brigade (Special Operations) (Airborne)
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.
E47115 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: 528th Sustainment Brigade (Special Operations) (Airborne) | Statement: [U.S. Army Special Operations Command, 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: [U.S. Army Special Operations Command, subordinateUnit, 528th Sustainment Brigade (Special Operations) (Airborne)]
  • A. U.S. 82nd Airborne Division
    The U.S. 82nd Airborne Division is an elite U.S. Army airborne infantry division renowned for its parachute assault operations in major conflicts from World War II to the present.
  • B. 1st Special Forces Command (Airborne)
    1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
  • C. 95th Civil Affairs Brigade (Airborne)
    The 95th Civil Affairs Brigade (Airborne) is a U.S. Army special operations unit that conducts civil-military operations worldwide, working with local populations and authorities to support military objectives and stability efforts.
  • D. 2nd Brigade Combat Team, 101st Airborne Division
    The 2nd Brigade Combat Team, 101st Airborne Division is a modular infantry brigade of the U.S. Army renowned for its air assault capabilities and combat deployments in major conflicts such as Vietnam, Iraq, and Afghanistan.
  • E. U.S. 101st Airborne Division
    The U.S. 101st Airborne Division is a renowned American airborne and air assault division, famous for its pivotal World War II combat operations in Europe and later high-profile deployments in conflicts such as Vietnam, the Gulf War, Iraq, and Afghanistan.
  • 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: 528th Sustainment Brigade (Special Operations) (Airborne)
Triple: [U.S. Army Special Operations Command, subordinateUnit, 528th Sustainment Brigade (Special Operations) (Airborne)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 528th Sustainment Brigade (Special Operations) (Airborne)
Target entity description: 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.
  • A. U.S. 82nd Airborne Division
    The U.S. 82nd Airborne Division is an elite U.S. Army airborne infantry division renowned for its parachute assault operations in major conflicts from World War II to the present.
  • B. 1st Special Forces Command (Airborne)
    1st Special Forces Command (Airborne) is the U.S. Army headquarters responsible for organizing, training, and deploying Special Forces (Green Berets) and associated special operations units worldwide.
  • C. 95th Civil Affairs Brigade (Airborne)
    The 95th Civil Affairs Brigade (Airborne) is a U.S. Army special operations unit that conducts civil-military operations worldwide, working with local populations and authorities to support military objectives and stability efforts.
  • D. 2nd Brigade Combat Team, 101st Airborne Division
    The 2nd Brigade Combat Team, 101st Airborne Division is a modular infantry brigade of the U.S. Army renowned for its air assault capabilities and combat deployments in major conflicts such as Vietnam, Iraq, and Afghanistan.
  • E. U.S. 101st Airborne Division
    The U.S. 101st Airborne Division is a renowned American airborne and air assault division, famous for its pivotal World War II combat operations in Europe and later high-profile deployments in conflicts such as Vietnam, the Gulf War, Iraq, and Afghanistan.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eab1a7048190ac690ddc2e294914 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f0a2d7b08190a99a85a79e69a717 completed March 1, 2026, 7:54 a.m.
NEDg Description generation batch_69a3f142a3548190bee0a417c5a37c0d completed March 1, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69a3f1a1b5dc8190988b675ac8da7347 completed March 1, 2026, 7:58 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.