Triple

T15563462
Position Surface form Disambiguated ID Type / Status
Subject 435th Air Ground Operations Wing E371054 entity
Predicate component P35 FINISHED
Object 4th Air Support Operations Group
The 4th Air Support Operations Group is a U.S. Air Force unit that provides tactical command and control of air power in support of Army ground operations.
 E1163558 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: 4th Air Support Operations Group | Statement: [435th Air Ground Operations Wing, component, 4th Air Support Operations Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 4th Air Support Operations Group
Context triple: [435th Air Ground Operations Wing, component, 4th Air Support Operations Group]
  • A. 4th Special Operations Squadron
    The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
  • B. 611th Air Support Group
    The 611th Air Support Group is a United States Air Force unit that provides operational and logistical support for air operations in the Alaska region under the Eleventh Air Force.
  • C. 34th Special Operations Squadron
    The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • D. 102nd Air Operations Group
    The 102nd Air Operations Group is a unit of the Massachusetts Air National Guard responsible for planning, directing, and coordinating air operations in support of U.S. Air Force and joint missions.
  • E. 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.
  • 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: 4th Air Support Operations Group
Triple: [435th Air Ground Operations Wing, component, 4th Air Support Operations Group]
Generated description
The 4th Air Support Operations Group is a U.S. Air Force unit that provides tactical command and control of air power in support of Army ground operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 4th Air Support Operations Group
Target entity description: The 4th Air Support Operations Group is a U.S. Air Force unit that provides tactical command and control of air power in support of Army ground operations.
  • A. 4th Special Operations Squadron
    The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
  • B. 611th Air Support Group
    The 611th Air Support Group is a United States Air Force unit that provides operational and logistical support for air operations in the Alaska region under the Eleventh Air Force.
  • C. 34th Special Operations Squadron
    The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • D. 102nd Air Operations Group
    The 102nd Air Operations Group is a unit of the Massachusetts Air National Guard responsible for planning, directing, and coordinating air operations in support of U.S. Air Force and joint missions.
  • E. 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.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddc66448190948280fb0c8d390c completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456821988190971539b683f6c656 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff46f44b2c81909f65f0ab455c6549 completed May 9, 2026, 2:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff477a63b48190a453cf669dfda228 completed May 9, 2026, 2:40 p.m.
Created at: April 10, 2026, 4:09 a.m.