Triple

T1617826
Position Surface form Disambiguated ID Type / Status
Subject Tyndall Air Force Base E34759 entity
Predicate homeTo P4624 FINISHED
Object 325th Maintenance Group
The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
 E183148 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: 325th Maintenance Group | Statement: [Tyndall Air Force Base, homeTo, 325th Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 325th Maintenance Group
Context triple: [Tyndall Air Force Base, homeTo, 325th Maintenance Group]
  • A. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • B. 89th Maintenance Group
    The 89th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support, notably for the special airlift missions associated with senior government and military leaders.
  • C. 53rd Wing
    The 53rd Wing is a United States Air Force unit responsible for operational testing, tactics development, and evaluation of advanced weapons and systems.
  • D. 316th Wing
    The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
  • E. 501st Combat Support Wing
    The 501st Combat Support Wing is a United States Air Force unit responsible for providing critical support, infrastructure, and operational capabilities to U.S. and allied air operations in the United Kingdom.
  • 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: 325th Maintenance Group
Triple: [Tyndall Air Force Base, homeTo, 325th Maintenance Group]
Generated description
The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 325th Maintenance Group
Target entity description: The 325th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Tyndall Air Force Base in Florida.
  • A. 412th Maintenance Group
    The 412th Maintenance Group is a U.S. Air Force unit responsible for providing maintenance and logistical support to the 412th Test Wing’s aircraft and test operations at Edwards Air Force Base.
  • B. 89th Maintenance Group
    The 89th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support, notably for the special airlift missions associated with senior government and military leaders.
  • C. 53rd Wing
    The 53rd Wing is a United States Air Force unit responsible for operational testing, tactics development, and evaluation of advanced weapons and systems.
  • D. 316th Wing
    The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
  • E. 501st Combat Support Wing
    The 501st Combat Support Wing is a United States Air Force unit responsible for providing critical support, infrastructure, and operational capabilities to U.S. and allied air operations in the United Kingdom.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909addb348190a80a97422efcaa63 completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51cf7b7c8190847ab6795fb5613b completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad52dee83c819080b58e67dcd7bb2b completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad534ab0d88190acaa8a5e66fcb0d6 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.