Triple
T15764481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 460th Contracting Squadron |
E382182
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E1175481
|
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 contracting enterprise | Statement: [460th Contracting Squadron, partOf, United States Air Force contracting enterprise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Air Force contracting enterprise Context triple: [460th Contracting Squadron, partOf, United States Air Force contracting enterprise]
-
A.
Air Force Installation Contracting Center
The Air Force Installation Contracting Center is a U.S. Air Force organization responsible for managing and executing installation-level contracting and acquisition support across the service.
-
B.
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.
-
C.
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.
-
D.
United States Air Force Space Systems Division
The United States Air Force Space Systems Division was a Cold War–era USAF organization responsible for developing and managing advanced military space programs and technologies.
-
E.
United States Air Force intelligence, surveillance, and reconnaissance enterprise
The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations 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: United States Air Force contracting enterprise Triple: [460th Contracting Squadron, partOf, United States Air Force contracting enterprise]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Air Force contracting enterprise Target entity description: 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.
-
A.
Air Force Installation Contracting Center
The Air Force Installation Contracting Center is a U.S. Air Force organization responsible for managing and executing installation-level contracting and acquisition support across the service.
-
B.
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.
-
C.
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.
-
D.
United States Air Force Space Systems Division
The United States Air Force Space Systems Division was a Cold War–era USAF organization responsible for developing and managing advanced military space programs and technologies.
-
E.
United States Air Force intelligence, surveillance, and reconnaissance enterprise
The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b6c9fc8190a1bcf763c4b04b12 |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff87789914819097b56482cb8984c7 |
completed | May 9, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_69ff887dc9cc81908833f9881647d82f |
completed | May 9, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8970b85081909c8eb114851841f1 |
completed | May 9, 2026, 7:22 p.m. |
Created at: April 10, 2026, 4:47 a.m.