Triple

T1819448
Position Surface form Disambiguated ID Type / Status
Subject Hurlburt Field E40509 entity
Predicate garrison P75 FINISHED
Object 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.
 E227580 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: 1st Special Operations Maintenance Group | Statement: [Hurlburt Field, garrison, 1st Special Operations Maintenance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 1st Special Operations Maintenance Group
Context triple: [Hurlburt Field, garrison, 1st Special Operations Maintenance Group]
  • A. 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.
  • B. 1st Special Operations Wing
    The 1st Special Operations Wing is a U.S. Air Force unit that conducts specialized and unconventional air operations, including infiltration, exfiltration, and resupply of special operations forces worldwide.
  • C. 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.
  • D. 1st Special Operations Mission Support Group
    The 1st Special Operations Mission Support Group is a U.S. Air Force unit that provides essential base, logistics, and support services to special operations forces at Hurlburt Field, Florida.
  • E. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • 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: 1st Special Operations Maintenance Group
Triple: [Hurlburt Field, garrison, 1st Special Operations Maintenance Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 1st Special Operations Maintenance Group
Target entity description: 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.
  • A. 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.
  • B. 1st Special Operations Wing
    The 1st Special Operations Wing is a U.S. Air Force unit that conducts specialized and unconventional air operations, including infiltration, exfiltration, and resupply of special operations forces worldwide.
  • C. 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.
  • D. 1st Special Operations Mission Support Group
    The 1st Special Operations Mission Support Group is a U.S. Air Force unit that provides essential base, logistics, and support services to special operations forces at Hurlburt Field, Florida.
  • E. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65f9f32c819084948e7ce7fa6f2e completed March 6, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fc41d248190a149252940dbdb27 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae204fe6148190915219beb27128bc completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 4, 2026, 7:32 p.m.