Triple

T5446800
Position Surface form Disambiguated ID Type / Status
Subject 57th Wing E122267 entity
Predicate hasComponent P35 FINISHED
Object 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.
 E521059 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: 57th Operations Group | Statement: [57th Wing, hasComponent, 57th Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 57th Operations Group
Context triple: [57th Wing, hasComponent, 57th Operations Group]
  • A. 55th Operations Group
    The 55th Operations Group is a United States Air Force unit responsible for intelligence, surveillance, reconnaissance, and related flying operations.
  • B. 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.
  • C. 927th Operations Group
    The 927th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated air mobility operations.
  • D. 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.
  • E. 310th Operations Group
    The 310th Operations Group is a U.S. Space Force unit responsible for space operations and support, including satellite command and control, under the 310th Space 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: 57th Operations Group
Triple: [57th Wing, hasComponent, 57th Operations Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 57th Operations Group
Target entity description: 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.
  • A. 55th Operations Group
    The 55th Operations Group is a United States Air Force unit responsible for intelligence, surveillance, reconnaissance, and related flying operations.
  • B. 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.
  • C. 927th Operations Group
    The 927th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated air mobility operations.
  • D. 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.
  • E. 310th Operations Group
    The 310th Operations Group is a U.S. Space Force unit responsible for space operations and support, including satellite command and control, under the 310th Space 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91d0df348190b3de010c87cb6d5d completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf413573c08190beae400c485d2132 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4364b2f48190b69cc27ca6900892 completed March 22, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf43b523a88190938662ae89eba502 completed March 22, 2026, 1:19 a.m.
Created at: March 20, 2026, 2:07 p.m.