Triple

T21292232
Position Surface form Disambiguated ID Type / Status
Subject 437th Airlift Wing E524824 entity
Predicate hasComponent P35 FINISHED
Object 437th Maintenance Group
The 437th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support to the 437th Airlift Wing’s airlift operations.
 E1477963 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: 437th Maintenance Group | Statement: [437th Airlift Wing, hasComponent, 437th Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 437th Maintenance Group
Context triple: [437th Airlift Wing, hasComponent, 437th Maintenance Group]
  • A. 377th Maintenance Group
    The 377th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 377th Air Base Wing, ensuring the readiness and sustainment of its aircraft and associated systems.
  • B. 374th Maintenance Group
    The 374th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support, primarily operating out of Yokota Air Base in Japan.
  • C. 341st Maintenance Group
    The 341st Maintenance Group is a United States Air Force unit responsible for maintaining and supporting the missile and related systems assigned to the 341st Missile Wing.
  • D. 57th Maintenance Group
    The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
  • E. 402nd Maintenance Group
    The 402nd Maintenance Group is a U.S. Air Force unit responsible for depot-level maintenance, repair, and overhaul of aircraft and related systems, based at Robins Air Force Base in Georgia.
  • 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: 437th Maintenance Group
Triple: [437th Airlift Wing, hasComponent, 437th Maintenance Group]
Generated description
The 437th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support to the 437th Airlift Wing’s airlift operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 437th Maintenance Group
Target entity description: The 437th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support to the 437th Airlift Wing’s airlift operations.
  • A. 377th Maintenance Group
    The 377th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 377th Air Base Wing, ensuring the readiness and sustainment of its aircraft and associated systems.
  • B. 374th Maintenance Group
    The 374th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support, primarily operating out of Yokota Air Base in Japan.
  • C. 341st Maintenance Group
    The 341st Maintenance Group is a United States Air Force unit responsible for maintaining and supporting the missile and related systems assigned to the 341st Missile Wing.
  • D. 57th Maintenance Group
    The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
  • E. 402nd Maintenance Group
    The 402nd Maintenance Group is a U.S. Air Force unit responsible for depot-level maintenance, repair, and overhaul of aircraft and related systems, based at Robins Air Force Base in Georgia.
  • 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73855e5d08190aed5e285247b4e23 completed April 21, 2026, 8:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ecd1028819083142cd48f23af6d completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a09a00a019881908bffa0f23e7527b4 completed May 17, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_6a09a0ca5c988190adb34c37c54737cc completed May 17, 2026, 11:04 a.m.
Created at: April 16, 2026, 4:04 p.m.