Triple

T17579091
Position Surface form Disambiguated ID Type / Status
Subject Langley Air Force Base E428150 entity
Predicate hostsUnit P3556 FINISHED
Object 71st Fighter Training Squadron
The 71st Fighter Training Squadron is a United States Air Force unit responsible for training fighter pilots and conducting advanced tactical instruction.
 E1283152 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: 71st Fighter Training Squadron | Statement: [Langley Air Force Base, hostsUnit, 71st Fighter Training Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 71st Fighter Training Squadron
Context triple: [Langley Air Force Base, hostsUnit, 71st Fighter Training Squadron]
  • A. 31st Training Squadron
    The 31st Training Squadron is a unit of the Japan Air Self-Defense Force responsible for conducting pilot and aviation-related training at Hamamatsu Air Base.
  • B. 71st Fighter Squadron
    The 71st Fighter Squadron is a Swedish Air Force fighter unit that forms part of the historic F 7 Wing, known for operating modern combat aircraft in national and international missions.
  • C. 23rd Flying Training Squadron
    The 23rd Flying Training Squadron is a military aviation unit responsible for conducting pilot training operations.
  • D. 214th Training Squadron
    The 214th Training Squadron is a military aviation unit focused on training aircrew and supporting operational readiness within the Czech Air Force.
  • E. 213th Training Squadron
    The 213th Training Squadron is a military aviation unit responsible for training aircrew and supporting operational readiness within the Czech Air Force.
  • 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: 71st Fighter Training Squadron
Triple: [Langley Air Force Base, hostsUnit, 71st Fighter Training Squadron]
Generated description
The 71st Fighter Training Squadron is a United States Air Force unit responsible for training fighter pilots and conducting advanced tactical instruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 71st Fighter Training Squadron
Target entity description: The 71st Fighter Training Squadron is a United States Air Force unit responsible for training fighter pilots and conducting advanced tactical instruction.
  • A. 31st Training Squadron
    The 31st Training Squadron is a unit of the Japan Air Self-Defense Force responsible for conducting pilot and aviation-related training at Hamamatsu Air Base.
  • B. 71st Fighter Squadron
    The 71st Fighter Squadron is a Swedish Air Force fighter unit that forms part of the historic F 7 Wing, known for operating modern combat aircraft in national and international missions.
  • C. 23rd Flying Training Squadron
    The 23rd Flying Training Squadron is a military aviation unit responsible for conducting pilot training operations.
  • D. 214th Training Squadron
    The 214th Training Squadron is a military aviation unit focused on training aircrew and supporting operational readiness within the Czech Air Force.
  • E. 213th Training Squadron
    The 213th Training Squadron is a military aviation unit responsible for training aircrew and supporting operational readiness within the Czech Air Force.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463cc493c8190965680cf786aa531 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022314ba048190b9f85d578e148161 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a02266f61308190b263acc094d91a5b completed May 11, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0227289a5c8190b2aa7e0a6b7bff54 completed May 11, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:50 a.m.