Triple

T612345
Position Surface form Disambiguated ID Type / Status
Subject 412th Test Wing E12125 entity
Predicate hasComponent P35 FINISHED
Object 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.
 E78471 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: 412th Maintenance Group | Statement: [412th Test Wing, hasComponent, 412th Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 412th Maintenance Group
Context triple: [412th Test Wing, hasComponent, 412th Maintenance Group]
  • A. 412th Operations Group
    The 412th Operations Group is a U.S. Air Force unit at Edwards Air Force Base responsible for planning, executing, and supporting flight test and evaluation missions for advanced aerospace systems.
  • B. 10th Tactical Wing
    The 10th Tactical Wing is a combat aviation unit of the Belgian Air Force responsible for operating fighter aircraft and conducting tactical air operations.
  • C. 62nd Airlift Wing
    The 62nd Airlift Wing is a United States Air Force unit that provides global strategic airlift capabilities, primarily operating C-17 Globemaster III aircraft from Joint Base Lewis–McChord in Washington.
  • D. 36th Wing
    The 36th Wing is a United States Air Force unit responsible for providing airpower, support, and regional security operations in the Indo-Pacific, headquartered at Andersen Air Force Base in Guam.
  • E. 446th Airlift Wing
    The 446th Airlift Wing is a U.S. Air Force Reserve unit that conducts strategic and tactical airlift and aeromedical evacuation missions, primarily operating C-17 Globemaster III aircraft.
  • 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: 412th Maintenance Group
Triple: [412th Test Wing, hasComponent, 412th Maintenance Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 412th Maintenance Group
Target entity description: 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.
  • A. 412th Operations Group
    The 412th Operations Group is a U.S. Air Force unit at Edwards Air Force Base responsible for planning, executing, and supporting flight test and evaluation missions for advanced aerospace systems.
  • B. 10th Tactical Wing
    The 10th Tactical Wing is a combat aviation unit of the Belgian Air Force responsible for operating fighter aircraft and conducting tactical air operations.
  • C. 62nd Airlift Wing
    The 62nd Airlift Wing is a United States Air Force unit that provides global strategic airlift capabilities, primarily operating C-17 Globemaster III aircraft from Joint Base Lewis–McChord in Washington.
  • D. 36th Wing
    The 36th Wing is a United States Air Force unit responsible for providing airpower, support, and regional security operations in the Indo-Pacific, headquartered at Andersen Air Force Base in Guam.
  • E. 446th Airlift Wing
    The 446th Airlift Wing is a U.S. Air Force Reserve unit that conducts strategic and tactical airlift and aeromedical evacuation missions, primarily operating C-17 Globemaster III aircraft.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49e07739481909930a6577c081b9e completed March 1, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a566ff095081909a897d3001955514 completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a567fa633881909a18c4530c3342e8 completed March 2, 2026, 10:35 a.m.
NED2 Entity disambiguation (via description) batch_69a5687af6f48190af5a5424ca7da9c8 completed March 2, 2026, 10:37 a.m.
Created at: March 1, 2026, 7:35 p.m.