Triple

T10327697
Position Surface form Disambiguated ID Type / Status
Subject Joint Base San Antonio–Lackland E242801 entity
Predicate hosts P186 FINISHED
Object 37th Contracting Squadron
The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
 E866463 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: 37th Contracting Squadron | Statement: [Joint Base San Antonio–Lackland, hosts, 37th Contracting Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 37th Contracting Squadron
Context triple: [Joint Base San Antonio–Lackland, hosts, 37th Contracting Squadron]
  • A. 36th Contracting Squadron
    The 36th Contracting Squadron is a U.S. Air Force unit responsible for managing procurement and contracting support for its parent wing’s operations and mission requirements.
  • B. 37th Civil Engineer Squadron
    The 37th Civil Engineer Squadron is a U.S. Air Force unit responsible for planning, constructing, maintaining, and protecting infrastructure and facilities in support of missions at Joint Base San Antonio–Lackland.
  • C. 37th Security Forces Squadron
    The 37th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Joint Base San Antonio–Lackland.
  • D. 37th Force Support Squadron
    The 37th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, recreation, and support services to airmen and their families at Joint Base San Antonio–Lackland.
  • E. 460th Contracting Squadron
    The 460th Contracting Squadron is a U.S. Air Force unit responsible for managing and executing contracting and procurement activities in support of its parent wing’s missions.
  • 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: 37th Contracting Squadron
Triple: [Joint Base San Antonio–Lackland, hosts, 37th Contracting Squadron]
Generated description
The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 37th Contracting Squadron
Target entity description: The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
  • A. 36th Contracting Squadron
    The 36th Contracting Squadron is a U.S. Air Force unit responsible for managing procurement and contracting support for its parent wing’s operations and mission requirements.
  • B. 37th Civil Engineer Squadron
    The 37th Civil Engineer Squadron is a U.S. Air Force unit responsible for planning, constructing, maintaining, and protecting infrastructure and facilities in support of missions at Joint Base San Antonio–Lackland.
  • C. 37th Security Forces Squadron
    The 37th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Joint Base San Antonio–Lackland.
  • D. 37th Force Support Squadron
    The 37th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, recreation, and support services to airmen and their families at Joint Base San Antonio–Lackland.
  • E. 460th Contracting Squadron
    The 460th Contracting Squadron is a U.S. Air Force unit responsible for managing and executing contracting and procurement activities in support of its parent wing’s missions.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7cf21e08190bf605daeea0d9dcf completed April 7, 2026, 10:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc02ddc481908ab0ea2d1da04dc3 completed April 10, 2026, 11:16 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 11:51 a.m.