Triple

T7005050
Position Surface form Disambiguated ID Type / Status
Subject Homestead Air Reserve Base E162431 entity
Predicate homeToUnit P25972 FINISHED
Object 482d Maintenance Group
The 482d Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft and equipment maintenance support for the 482d Fighter Wing.
 E634792 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: 482d Maintenance Group | Statement: [Homestead Air Reserve Base, homeToUnit, 482d Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 482d Maintenance Group
Context triple: [Homestead Air Reserve Base, homeToUnit, 482d Maintenance Group]
  • A. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • B. 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.
  • C. 446th Maintenance Group
    The 446th Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft maintenance and logistical support to the 446th Airlift Wing’s airlift operations.
  • 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. 55th Maintenance Group
    The 55th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 55th Wing’s operations.
  • 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: 482d Maintenance Group
Triple: [Homestead Air Reserve Base, homeToUnit, 482d Maintenance Group]
Generated description
The 482d Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft and equipment maintenance support for the 482d Fighter Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 482d Maintenance Group
Target entity description: The 482d Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft and equipment maintenance support for the 482d Fighter Wing.
  • A. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • B. 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.
  • C. 446th Maintenance Group
    The 446th Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft maintenance and logistical support to the 446th Airlift Wing’s airlift operations.
  • 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. 55th Maintenance Group
    The 55th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 55th Wing’s operations.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc14037c81908bb87250ef29be50 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a3b2e9c8190b90c4eaaaea983ee completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1ef6f481908f4c4f610328f633 completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76c01679c8190b61f642c23c25ed5 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.