Triple

T19250084
Position Surface form Disambiguated ID Type / Status
Subject Williams Air Force Base E481364 entity
Predicate garrison P75 FINISHED
Object 78th Flying Training Wing
The 78th Flying Training Wing was a United States Air Force unit responsible for conducting pilot training operations, historically based at Williams Air Force Base in Arizona.
 E1368375 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: 78th Flying Training Wing | Statement: [Williams Air Force Base, garrison, 78th Flying Training Wing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 78th Flying Training Wing
Context triple: [Williams Air Force Base, garrison, 78th Flying Training Wing]
  • A. 14th Flying Training Wing
    The 14th Flying Training Wing is a United States Air Force unit responsible for conducting undergraduate pilot training and associated flight education.
  • B. 12th Flying Training Wing
    The 12th Flying Training Wing is a United States Air Force unit responsible for conducting undergraduate pilot and instructor pilot training.
  • C. 82d Flying Training Wing
    The 82d Flying Training Wing is a United States Air Force unit responsible for conducting pilot and aircrew training.
  • D. 37th Training Wing
    The 37th Training Wing is a major U.S. Air Force unit responsible for conducting basic military training and various technical and professional education programs for airmen.
  • E. 81st Training Wing
    The 81st Training Wing is a major U.S. Air Force unit responsible for technical training and education of airmen, particularly in electronics, cyber, and related specialties.
  • 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: 78th Flying Training Wing
Triple: [Williams Air Force Base, garrison, 78th Flying Training Wing]
Generated description
The 78th Flying Training Wing was a United States Air Force unit responsible for conducting pilot training operations, historically based at Williams Air Force Base in Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 78th Flying Training Wing
Target entity description: The 78th Flying Training Wing was a United States Air Force unit responsible for conducting pilot training operations, historically based at Williams Air Force Base in Arizona.
  • A. 14th Flying Training Wing
    The 14th Flying Training Wing is a United States Air Force unit responsible for conducting undergraduate pilot training and associated flight education.
  • B. 12th Flying Training Wing
    The 12th Flying Training Wing is a United States Air Force unit responsible for conducting undergraduate pilot and instructor pilot training.
  • C. 82d Flying Training Wing
    The 82d Flying Training Wing is a United States Air Force unit responsible for conducting pilot and aircrew training.
  • D. 37th Training Wing
    The 37th Training Wing is a major U.S. Air Force unit responsible for conducting basic military training and various technical and professional education programs for airmen.
  • E. 81st Training Wing
    The 81st Training Wing is a major U.S. Air Force unit responsible for technical training and education of airmen, particularly in electronics, cyber, and related specialties.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb3001308190913e24343769be8d completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e6900048190942b665bcaf81af8 completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070fc891448190a5061c0d340548d5 completed May 15, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0710836b608190a89900ba3f6916bb completed May 15, 2026, 12:24 p.m.
Created at: April 10, 2026, 1:27 p.m.