Triple

T4497670
Position Surface form Disambiguated ID Type / Status
Subject 459th Air Refueling Wing E100738 entity
Predicate component P35 FINISHED
Object 459th Maintenance Group
The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
 E447884 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: 459th Maintenance Group | Statement: [459th Air Refueling Wing, component, 459th Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 459th Maintenance Group
Context triple: [459th Air Refueling Wing, component, 459th Maintenance Group]
  • A. 89th Maintenance Group
    The 89th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support, notably for the special airlift missions associated with senior government and military leaders.
  • B. 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.
  • C. 325th Maintenance Group
    The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
  • D. 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.
  • E. 459th Operations Group
    The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
  • 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: 459th Maintenance Group
Triple: [459th Air Refueling Wing, component, 459th Maintenance Group]
Generated description
The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 459th Maintenance Group
Target entity description: The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
  • A. 89th Maintenance Group
    The 89th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support, notably for the special airlift missions associated with senior government and military leaders.
  • B. 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.
  • C. 325th Maintenance Group
    The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
  • D. 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.
  • E. 459th Operations Group
    The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56c065e88190934eb0b1632d79bb completed March 20, 2026, 2:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f850824819092e518e1bd950f80 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd70324c408190abaf669c943e91e4 completed March 20, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69bd70a49cf48190b940051c7b4dd1d7 completed March 20, 2026, 4:07 p.m.
Created at: March 20, 2026, 1 p.m.