Triple

T3648355

Position	Surface form	Disambiguated ID	Type / Status
Subject	460th Space Wing	`E77356`	entity
Predicate	oversawUnit	`P20679`	FINISHED
Object	460th Logistics Readiness Squadron The 460th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, and transportation support to space operations and associated missions.	`E384164`	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: 460th Logistics Readiness Squadron | Statement: [460th Space Wing, oversawUnit, 460th Logistics Readiness Squadron]

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

Target entity: 460th Logistics Readiness Squadron
Context triple: [460th Space Wing, oversawUnit, 460th Logistics Readiness Squadron]

A. 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.
B. 460th Security Forces Squadron
The 460th Security Forces Squadron is a U.S. Air Force unit responsible for providing law enforcement, security, and force protection, historically in support of the space operations mission of the 460th Space Wing at Buckley Air Force Base.
C. 460th Communications Squadron
The 460th Communications Squadron was a U.S. Air Force unit responsible for providing communications and information systems support to the 460th Space Wing and its space operations mission.
D. 460th Civil Engineer Squadron
The 460th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency management support to the installation and missions associated with the former 460th Space Wing.
E. 446th Maintenance Group
The 446th Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft maintenance and logistical support to the 446th Airlift Wing’s airlift 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: 460th Logistics Readiness Squadron
Triple: [460th Space Wing, oversawUnit, 460th Logistics Readiness Squadron]

Generated description

The 460th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, and transportation support to space operations and associated missions.

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

Target entity: 460th Logistics Readiness Squadron
Target entity description: The 460th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, and transportation support to space operations and associated missions.

A. 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.
B. 460th Security Forces Squadron
The 460th Security Forces Squadron is a U.S. Air Force unit responsible for providing law enforcement, security, and force protection, historically in support of the space operations mission of the 460th Space Wing at Buckley Air Force Base.
C. 460th Communications Squadron
The 460th Communications Squadron was a U.S. Air Force unit responsible for providing communications and information systems support to the 460th Space Wing and its space operations mission.
D. 460th Civil Engineer Squadron
The 460th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency management support to the installation and missions associated with the former 460th Space Wing.
E. 446th Maintenance Group
The 446th Maintenance Group is a U.S. Air Force Reserve unit responsible for providing aircraft maintenance and logistical support to the 446th Airlift Wing’s airlift operations.
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_69ad85de1b988190a45f8dbfebc806fc`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc38c22548190a271a69fb832a5a8`	completed	March 8, 2026, 6:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4dafa96ac81908cda04ca12722460`	completed	March 14, 2026, 3:50 a.m.
NEDg	Description generation	`batch_69b4dbd0b6e88190a857afe3c1041788`	completed	March 14, 2026, 3:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4dc5114ec8190aee92e21a48ae268`	completed	March 14, 2026, 3:56 a.m.

Created at: March 8, 2026, 3:24 p.m.