Triple

T12833445
Position Surface form Disambiguated ID Type / Status
Subject Whiteman Air Force Base E306843 entity
Predicate hasUnit P35 FINISHED
Object 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.
 E1014284 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: 509th Operations Group | Statement: [Whiteman Air Force Base, hasUnit, 509th Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 509th Operations Group
Context triple: [Whiteman Air Force Base, hasUnit, 509th 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. 459th Operations Group
    The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
  • C. 355th Operations Group
    The 355th Operations Group is a United States Air Force unit responsible for planning and executing flying operations, typically including attack, rescue, and support missions.
  • D. 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.
  • E. 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.
  • 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: 509th Operations Group
Triple: [Whiteman Air Force Base, hasUnit, 509th Operations Group]
Generated description
The 509th Operations Group is a United States Air Force unit responsible for operating and supporting the B-2 Spirit stealth bomber fleet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 509th Operations Group
Target entity description: The 509th Operations Group is a United States Air Force unit responsible for operating and supporting the B-2 Spirit stealth bomber fleet.
  • 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. 459th Operations Group
    The 459th Operations Group is a U.S. Air Force Reserve unit responsible for conducting aerial refueling and associated flying operations under the 459th Air Refueling Wing.
  • C. 355th Operations Group
    The 355th Operations Group is a United States Air Force unit responsible for planning and executing flying operations, typically including attack, rescue, and support missions.
  • D. 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.
  • E. 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.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb1c7248190bb6e644e041d192e completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8c962f08190af7dee663a1d2319 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb304f7c8190a02aa2c5f71cea89 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 5:34 p.m.