Triple

T9005156

Position	Surface form	Disambiguated ID	Type / Status
Subject	36th Mission Support Group	`E215124`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	36th Logistics Readiness Squadron The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.	`E775619`	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: 36th Logistics Readiness Squadron | Statement: [36th Mission Support Group, hasComponent, 36th Logistics Readiness Squadron]

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

Target entity: 36th Logistics Readiness Squadron
Context triple: [36th Mission Support Group, hasComponent, 36th Logistics Readiness Squadron]

A. 316th Logistics Readiness Squadron
The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
B. 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.
C. 36th Force Support Squadron
The 36th 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 Andersen Air Force Base, Guam.
D. 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.
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: 36th Logistics Readiness Squadron
Triple: [36th Mission Support Group, hasComponent, 36th Logistics Readiness Squadron]

Generated description

The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.

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

Target entity: 36th Logistics Readiness Squadron
Target entity description: The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.

A. 316th Logistics Readiness Squadron
The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
B. 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.
C. 36th Force Support Squadron
The 36th 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 Andersen Air Force Base, Guam.
D. 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.
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

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_69ca83a12d648190b1e4fe11e8a31890`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc695afa34819086cf6fcce2997b5f`	completed	April 1, 2026, 12:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cffd9bd544819083adf00db6a4a473`	completed	April 3, 2026, 5:49 p.m.
NEDg	Description generation	`batch_69cfff51b8c0819093b2c348fd7819fe`	completed	April 3, 2026, 5:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69d0014b9c108190b4abe8c974677d31`	completed	April 3, 2026, 6:04 p.m.

Created at: March 30, 2026, 7:05 p.m.