Triple

T16363704
Position Surface form Disambiguated ID Type / Status
Subject 448th Supply Chain Management Wing E397378 entity
Predicate service P4690 FINISHED
Object United States Air Force logistics enterprise
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.
E1210968 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: United States Air Force logistics enterprise | Statement: [448th Supply Chain Management Wing, service, 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: [448th Supply Chain Management Wing, service, United States Air Force logistics enterprise]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Air Force Materiel Command
    Air Force Materiel Command is a major U.S. Air Force command responsible for research, development, testing, acquisition, and sustainment of air and space weapon systems.
  • 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: United States Air Force logistics enterprise
Triple: [448th Supply Chain Management Wing, service, United States Air Force logistics enterprise]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Air Force logistics enterprise
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Air Force Materiel Command
    Air Force Materiel Command is a major U.S. Air Force command responsible for research, development, testing, acquisition, and sustainment of air and space weapon systems.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2ff3aada88190a6e01f04c494a6ac completed April 18, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00355df6188190929be8584b5ac87e completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0036e07d2081908db03dcc133f8421 completed May 10, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a00384f51d081909a5ab0630f82d173 completed May 10, 2026, 7:48 a.m.
Created at: April 10, 2026, 5:08 a.m.