Triple

T19857688
Position Surface form Disambiguated ID Type / Status
Subject 316th Logistics Readiness Squadron E477176 entity
Predicate isComponentOf P5722 FINISHED
Object United States Air Force logistics enterprise — NE NERFINISHED

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: United States Air Force logistics enterprise | Statement: [316th Logistics Readiness Squadron, isComponentOf, United States Air Force logistics enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Air Force logistics enterprise
Context triple: [316th Logistics Readiness Squadron, isComponentOf, United States Air Force logistics enterprise]
  • A. United States Air Force logistics enterprise chosen
    The United States Air Force logistics enterprise is the integrated system of organizations, processes, and resources that plans, procures, manages, and delivers materiel and sustainment support to Air Force operations worldwide.
  • B. United States Air Force contracting enterprise
    The United States Air Force contracting enterprise is the service-wide network of organizations responsible for acquiring goods and services, managing contracts, and supporting operational readiness through procurement and business solutions.
  • C. Defense Logistics Agency Aviation
    Defense Logistics Agency Aviation is a major field activity of the U.S. Defense Logistics Agency responsible for providing worldwide logistics, procurement, and supply chain support for military aviation systems and components.
  • D. Air Force Sustainment Center
    The Air Force Sustainment Center is a major U.S. Air Force organization responsible for depot-level maintenance, supply chain management, and sustainment of aircraft, missiles, and related systems to ensure operational readiness.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6586cd8f08190b34c8886e8617255 completed April 20, 2026, 4:46 p.m.
Created at: April 10, 2026, 1:51 p.m.