Triple

T612348
Position Surface form Disambiguated ID Type / Status
Subject 412th Test Wing E12125 entity
Predicate hasComponent P35 FINISHED
Object 412th Medical Group
The 412th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and missions associated with the 412th Test Wing at Edwards Air Force Base.
 E79263 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 Medical Group | Statement: [412th Test Wing, hasComponent, 412th Medical Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 412th Medical Group
Context triple: [412th Test Wing, hasComponent, 412th Medical Group]
  • A. 412th Mission Support Group
    The 412th Mission Support Group is a U.S. Air Force unit that provides base support, infrastructure, and essential services to enable the operations of the 412th Test Wing at Edwards Air Force Base.
  • B. 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.
  • C. 62nd Medical Brigade
    The 62nd Medical Brigade is a U.S. Army medical unit that provides comprehensive medical support and health service operations for military forces, headquartered at Joint Base Lewis–McChord in Washington.
  • D. 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.
  • 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 Medical Group
Triple: [412th Test Wing, hasComponent, 412th Medical Group]
Generated description
The 412th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and missions associated with the 412th Test Wing at Edwards Air Force Base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 412th Medical Group
Target entity description: The 412th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical support to personnel and missions associated with the 412th Test Wing at Edwards Air Force Base.
  • A. 412th Mission Support Group
    The 412th Mission Support Group is a U.S. Air Force unit that provides base support, infrastructure, and essential services to enable the operations of the 412th Test Wing at Edwards Air Force Base.
  • B. 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.
  • C. 62nd Medical Brigade
    The 62nd Medical Brigade is a U.S. Army medical unit that provides comprehensive medical support and health service operations for military forces, headquartered at Joint Base Lewis–McChord in Washington.
  • D. 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.
  • 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_69a56c4973c88190a7d234f480ecade5 completed March 2, 2026, 10:54 a.m.
NEDg Description generation batch_69a56cdb8bd08190ac98f36a134d78d5 completed March 2, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_69a56d8713a88190ba3ad6585e64db23 completed March 2, 2026, 10:59 a.m.
Created at: March 1, 2026, 7:35 p.m.