Triple

T14501053
Position Surface form Disambiguated ID Type / Status
Subject Ellsworth Air Force Base E359636 entity
Predicate hasUnit P35 FINISHED
Object 28th Operations Group
The 28th Operations Group is a United States Air Force unit responsible for conducting and supporting bomber and related flying operations as part of the 28th Bomb Wing.
 E1118340 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: 28th Operations Group | Statement: [Ellsworth Air Force Base, hasUnit, 28th Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 28th Operations Group
Context triple: [Ellsworth Air Force Base, hasUnit, 28th Operations Group]
  • A. 27th Operations Group
    The 27th Operations Group is a U.S. Air Force unit responsible for planning, executing, and supporting flying operations and training under the 27th Fighter Wing.
  • B. 48th Operations Group
    The 48th Operations Group is a United States Air Force unit responsible for conducting and overseeing flying operations, primarily with fighter aircraft, as part of the 48th Fighter Wing.
  • C. 35th Operations Group
    The 35th Operations Group is a United States Air Force unit responsible for conducting and overseeing flying operations, primarily fighter and support missions, in the Pacific region.
  • 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. 325th Operations Group
    The 325th Operations Group is a U.S. Air Force unit responsible for conducting and overseeing flying operations, including training and combat readiness, under the 325th Fighter 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: 28th Operations Group
Triple: [Ellsworth Air Force Base, hasUnit, 28th Operations Group]
Generated description
The 28th Operations Group is a United States Air Force unit responsible for conducting and supporting bomber and related flying operations as part of the 28th Bomb Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 28th Operations Group
Target entity description: The 28th Operations Group is a United States Air Force unit responsible for conducting and supporting bomber and related flying operations as part of the 28th Bomb Wing.
  • A. 27th Operations Group
    The 27th Operations Group is a U.S. Air Force unit responsible for planning, executing, and supporting flying operations and training under the 27th Fighter Wing.
  • B. 48th Operations Group
    The 48th Operations Group is a United States Air Force unit responsible for conducting and overseeing flying operations, primarily with fighter aircraft, as part of the 48th Fighter Wing.
  • C. 35th Operations Group
    The 35th Operations Group is a United States Air Force unit responsible for conducting and overseeing flying operations, primarily fighter and support missions, in the Pacific region.
  • 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. 325th Operations Group
    The 325th Operations Group is a U.S. Air Force unit responsible for conducting and overseeing flying operations, including training and combat readiness, under the 325th Fighter 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de94dfe484819086dd971606e6478e completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cd6c0dc8190847a887ae51c6c5b completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe139d6198819087ffa9114b22a440 completed May 8, 2026, 4:47 p.m.
NED2 Entity disambiguation (via description) batch_69fe14409b008190b7c94478cd9ff0a2 completed May 8, 2026, 4:50 p.m.
Created at: April 10, 2026, 1:21 a.m.