Triple

T15690469
Position Surface form Disambiguated ID Type / Status
Subject 52nd Fighter Wing E380313 entity
Predicate componentUnit P11709 FINISHED
Object 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.
 E1170726 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: 52nd Operations Group | Statement: [52nd Fighter Wing, componentUnit, 52nd Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 52nd Operations Group
Context triple: [52nd Fighter Wing, componentUnit, 52nd Operations Group]
  • A. 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.
  • B. 55th Operations Group
    The 55th Operations Group is a United States Air Force unit responsible for intelligence, surveillance, reconnaissance, and related flying operations.
  • 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. 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. 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.
  • 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: 52nd Operations Group
Triple: [52nd Fighter Wing, componentUnit, 52nd Operations Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 52nd Operations Group
Target entity description: 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.
  • A. 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.
  • B. 55th Operations Group
    The 55th Operations Group is a United States Air Force unit responsible for intelligence, surveillance, reconnaissance, and related flying operations.
  • 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. 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. 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.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4e59988190aaf12f6a07c8f0e4 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6eebaccc8190a61fb2f9b9bdbcc1 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fb61144819085460226d406161d completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff705b1ea08190bf08b99c19715e57 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:44 a.m.