Triple

T5814561
Position Surface form Disambiguated ID Type / Status
Subject Robins Air Force Base E128952 entity
Predicate hosts P186 FINISHED
Object 638th Supply Chain Management Group
The 638th Supply Chain Management Group is a U.S. Air Force logistics unit responsible for managing and sustaining aircraft and weapon system supply chains.
 E547004 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: 638th Supply Chain Management Group | Statement: [Robins Air Force Base, hosts, 638th Supply Chain Management Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 638th Supply Chain Management Group
Context triple: [Robins Air Force Base, hosts, 638th Supply Chain Management Group]
  • A. 635th Supply Chain Operations Wing
    The 635th Supply Chain Operations Wing is a U.S. Air Force unit responsible for managing and optimizing global supply chain and logistics support for Air Force operations.
  • B. 448th Supply Chain Management Wing
    The 448th Supply Chain Management Wing is a U.S. Air Force unit responsible for planning, managing, and sustaining global supply chain operations to support Air Force weapon systems and missions.
  • C. 36th Mission Support Group
    The 36th Mission Support Group is a U.S. Air Force unit responsible for providing base support, logistics, and essential services to enable operations for its parent wing and tenant units.
  • D. 316th Mission Support Group
    The 316th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 316th Wing.
  • E. 310th Mission Support Group
    The 310th Mission Support Group is a U.S. Space Force support organization that provides essential base, personnel, and operational services to enable the missions of units at Schriever Space Force Base.
  • 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: 638th Supply Chain Management Group
Triple: [Robins Air Force Base, hosts, 638th Supply Chain Management Group]
Generated description
The 638th Supply Chain Management Group is a U.S. Air Force logistics unit responsible for managing and sustaining aircraft and weapon system supply chains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 638th Supply Chain Management Group
Target entity description: The 638th Supply Chain Management Group is a U.S. Air Force logistics unit responsible for managing and sustaining aircraft and weapon system supply chains.
  • A. 635th Supply Chain Operations Wing
    The 635th Supply Chain Operations Wing is a U.S. Air Force unit responsible for managing and optimizing global supply chain and logistics support for Air Force operations.
  • B. 448th Supply Chain Management Wing
    The 448th Supply Chain Management Wing is a U.S. Air Force unit responsible for planning, managing, and sustaining global supply chain operations to support Air Force weapon systems and missions.
  • C. 36th Mission Support Group
    The 36th Mission Support Group is a U.S. Air Force unit responsible for providing base support, logistics, and essential services to enable operations for its parent wing and tenant units.
  • D. 316th Mission Support Group
    The 316th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 316th Wing.
  • E. 310th Mission Support Group
    The 310th Mission Support Group is a U.S. Space Force support organization that provides essential base, personnel, and operational services to enable the missions of units at Schriever Space Force Base.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03361c79081908baf872821e79983 completed March 22, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0984c5f14819096dfabce4a83e332 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0999358248190b6ade63ded2eaa56 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:53 p.m.