Triple

T1388967
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Special Operations Aviation Command E29910 entity
Predicate hasComponent P35 FINISHED
Object USASOC Aviation Maintenance units
USASOC Aviation Maintenance units are specialized U.S. Army formations responsible for maintaining, repairing, and sustaining the aircraft that support Army special operations aviation missions.
E159849 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: USASOC Aviation Maintenance units | Statement: [U.S. Army Special Operations Aviation Command, hasComponent, USASOC Aviation Maintenance units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USASOC Aviation Maintenance units
Context triple: [U.S. Army Special Operations Aviation Command, hasComponent, USASOC Aviation Maintenance units]
  • A. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • B. División de Aviación del Ejército
    La División de Aviación del Ejército es la rama de aviación del Ejército de Chile encargada de operar aeronaves para apoyo táctico, transporte y reconocimiento en misiones militares y de apoyo civil.
  • C. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • D. Air Force Life Cycle Management Center
    The Air Force Life Cycle Management Center is a U.S. Air Force organization responsible for the total life cycle management of aircraft, engines, munitions, and electronic systems from acquisition through sustainment and disposal.
  • E. United States Marine Corps aviation units
    United States Marine Corps aviation units are the air combat and support components of the USMC, operating fixed-wing and rotary-wing aircraft to provide close air support, assault support, reconnaissance, and other aviation capabilities in support of Marine Air-Ground Task Forces worldwide.
  • 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: USASOC Aviation Maintenance units
Triple: [U.S. Army Special Operations Aviation Command, hasComponent, USASOC Aviation Maintenance units]
Generated description
USASOC Aviation Maintenance units are specialized U.S. Army formations responsible for maintaining, repairing, and sustaining the aircraft that support Army special operations aviation missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USASOC Aviation Maintenance units
Target entity description: USASOC Aviation Maintenance units are specialized U.S. Army formations responsible for maintaining, repairing, and sustaining the aircraft that support Army special operations aviation missions.
  • A. Aviation Unit
    The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
  • B. División de Aviación del Ejército
    La División de Aviación del Ejército es la rama de aviación del Ejército de Chile encargada de operar aeronaves para apoyo táctico, transporte y reconocimiento en misiones militares y de apoyo civil.
  • C. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • D. Air Force Life Cycle Management Center
    The Air Force Life Cycle Management Center is a U.S. Air Force organization responsible for the total life cycle management of aircraft, engines, munitions, and electronic systems from acquisition through sustainment and disposal.
  • E. United States Marine Corps aviation units
    United States Marine Corps aviation units are the air combat and support components of the USMC, operating fixed-wing and rotary-wing aircraft to provide close air support, assault support, reconnaissance, and other aviation capabilities in support of Marine Air-Ground Task Forces worldwide.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c35ce48c81909aaad7dfa2df63fa completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde2202208190894c3633c6a370d8 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acded052a88190945cf7a2af019c68 completed March 8, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69acdf41eb5c819088f2203f33995ccb completed March 8, 2026, 2:30 a.m.
Created at: March 1, 2026, 7:59 p.m.