Triple

T16869400
Position Surface form Disambiguated ID Type / Status
Subject 58th Special Operations Wing E410128 entity
Predicate hasComponent P35 FINISHED
Object 58th Operations Group
The 58th Operations Group is a U.S. Air Force unit responsible for conducting and overseeing specialized flight training and operational missions, particularly in support of special operations and combat search and rescue.
 E1242763 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: 58th Operations Group | Statement: [58th Special Operations Wing, hasComponent, 58th Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 58th Operations Group
Context triple: [58th Special Operations Wing, hasComponent, 58th Operations Group]
  • A. 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.
  • 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. 57th Operations Group
    The 57th Operations Group is a United States Air Force unit responsible for overseeing and executing advanced flying operations, training, and tactics development under the 57th Wing.
  • D. 52nd Operations Group
    The 52nd Operations Group is a U.S. Air Force unit responsible for planning and executing flying operations, typically including fighter and support squadrons, under the 52nd Fighter Wing.
  • E. 509th Operations Group
    The 509th Operations Group is a United States Air Force unit responsible for operating and supporting the B-2 Spirit stealth bomber fleet.
  • 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: 58th Operations Group
Triple: [58th Special Operations Wing, hasComponent, 58th Operations Group]
Generated description
The 58th Operations Group is a U.S. Air Force unit responsible for conducting and overseeing specialized flight training and operational missions, particularly in support of special operations and combat search and rescue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 58th Operations Group
Target entity description: The 58th Operations Group is a U.S. Air Force unit responsible for conducting and overseeing specialized flight training and operational missions, particularly in support of special operations and combat search and rescue.
  • A. 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.
  • 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. 57th Operations Group
    The 57th Operations Group is a United States Air Force unit responsible for overseeing and executing advanced flying operations, training, and tactics development under the 57th Wing.
  • D. 52nd Operations Group
    The 52nd Operations Group is a U.S. Air Force unit responsible for planning and executing flying operations, typically including fighter and support squadrons, under the 52nd Fighter Wing.
  • E. 509th Operations Group
    The 509th Operations Group is a United States Air Force unit responsible for operating and supporting the B-2 Spirit stealth bomber fleet.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b50b85c08190b35d1c45ee0e9675 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4544124819080f20df1daa3f9ed completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d55f665c8190bd9a4bf594d0bac4 completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5c38a1081909e13c016f21899d2 completed May 10, 2026, 7 p.m.
Created at: April 10, 2026, 5:24 a.m.