Triple

T11025120
Position Surface form Disambiguated ID Type / Status
Subject 27th Special Operations Group E260597 entity
Predicate hasComponentUnit P11709 FINISHED
Object 727th Special Operations Aircraft Maintenance Squadron
The 727th Special Operations Aircraft Maintenance Squadron is a U.S. Air Force unit responsible for maintaining and supporting special operations aircraft to ensure their readiness for global missions.
E900501 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: 727th Special Operations Aircraft Maintenance Squadron | Statement: [27th Special Operations Group, hasComponentUnit, 727th Special Operations Aircraft Maintenance Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 727th Special Operations Aircraft Maintenance Squadron
Context triple: [27th Special Operations Group, hasComponentUnit, 727th Special Operations Aircraft Maintenance Squadron]
  • A. 57th Maintenance Group
    The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
  • B. 1st Special Operations Maintenance Group
    The 1st Special Operations Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistics support to special operations aircraft and missions.
  • C. 1027th Materiel Squadron
    The 1027th Materiel Squadron was a U.S. Army Air Forces logistics and supply unit that supported the operations of the 509th Composite Group during World War II.
  • D. 720th Operations Support Squadron
    The 720th Operations Support Squadron is a U.S. Air Force unit that provides operational planning, training, and support functions for the 720th Special Tactics Group’s specialized air and ground missions.
  • E. 728th Airlift Squadron
    The 728th Airlift Squadron is a United States Air Force Reserve unit that conducts tactical and strategic airlift missions, typically operating transport aircraft to move troops, equipment, and supplies worldwide.
  • 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: 727th Special Operations Aircraft Maintenance Squadron
Triple: [27th Special Operations Group, hasComponentUnit, 727th Special Operations Aircraft Maintenance Squadron]
Generated description
The 727th Special Operations Aircraft Maintenance Squadron is a U.S. Air Force unit responsible for maintaining and supporting special operations aircraft to ensure their readiness for global missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 727th Special Operations Aircraft Maintenance Squadron
Target entity description: The 727th Special Operations Aircraft Maintenance Squadron is a U.S. Air Force unit responsible for maintaining and supporting special operations aircraft to ensure their readiness for global missions.
  • A. 57th Maintenance Group
    The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
  • B. 1st Special Operations Maintenance Group
    The 1st Special Operations Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistics support to special operations aircraft and missions.
  • C. 1027th Materiel Squadron
    The 1027th Materiel Squadron was a U.S. Army Air Forces logistics and supply unit that supported the operations of the 509th Composite Group during World War II.
  • D. 720th Operations Support Squadron
    The 720th Operations Support Squadron is a U.S. Air Force unit that provides operational planning, training, and support functions for the 720th Special Tactics Group’s specialized air and ground missions.
  • E. 728th Airlift Squadron
    The 728th Airlift Squadron is a United States Air Force Reserve unit that conducts tactical and strategic airlift missions, typically operating transport aircraft to move troops, equipment, and supplies worldwide.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797bf78a48190a37b423812827d4e completed April 9, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e37523f8548190ad40fa76660232a8 completed April 18, 2026, 12:12 p.m.
NEDg Description generation batch_69e37ab860f48190808ba0076cfa9c98 completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e3864dd0d48190b3fd81381f5d7418 completed April 18, 2026, 1:25 p.m.
Created at: April 8, 2026, 9:25 p.m.