Triple

T16428112

Position	Surface form	Disambiguated ID	Type / Status
Subject	635th Supply Chain Operations Wing	`E398996`	entity
Predicate	subordinateUnit	`P258`	FINISHED
Object	635th Supply Chain Operations Group The 635th Supply Chain Operations Group is a U.S. Air Force logistics unit responsible for managing and coordinating global supply chain and sustainment operations in support of Air Force missions.	`E398996`	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: 635th Supply Chain Operations Group | Statement: [635th Supply Chain Operations Wing, subordinateUnit, 635th Supply Chain Operations Group]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: 635th Supply Chain Operations Group
Context triple: [635th Supply Chain Operations Wing, subordinateUnit, 635th Supply Chain Operations 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. 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.
C. 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.
D. 355th Mission Support Group
The 355th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and services to enable the operations of the 355th Wing and tenant units.
E. 325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
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: 635th Supply Chain Operations Group
Triple: [635th Supply Chain Operations Wing, subordinateUnit, 635th Supply Chain Operations Group]

Generated description

The 635th Supply Chain Operations Group is a U.S. Air Force logistics unit responsible for managing and coordinating global supply chain and sustainment operations in support of Air Force missions.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: 635th Supply Chain Operations Group
Target entity description: The 635th Supply Chain Operations Group is a U.S. Air Force logistics unit responsible for managing and coordinating global supply chain and sustainment operations in support of Air Force missions.

A. 635th Supply Chain Operations Wing chosen
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. 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.
C. 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.
D. 355th Mission Support Group
The 355th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and services to enable the operations of the 355th Wing and tenant units.
E. 325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
F. None of above.

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_69d87f2b9024819085c20e52de95d583`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e328fc223c8190bbed29907351a6f6`	completed	April 18, 2026, 6:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00458331748190a4bd1c5d2d466e6d`	completed	May 10, 2026, 8:44 a.m.
NEDg	Description generation	`batch_6a0046ce23948190a2207e5e27493dac`	completed	May 10, 2026, 8:50 a.m.
NED2	Entity disambiguation (via description)	`batch_6a004767d1c88190814e83f09383e874`	completed	May 10, 2026, 8:52 a.m.

Created at: April 10, 2026, 5:09 a.m.