Triple

T12528099

Position	Surface form	Disambiguated ID	Type / Status
Subject	Employment and Training Administration	`E299489`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Office of Disability Employment Policy The Office of Disability Employment Policy is a U.S. Department of Labor agency that develops and promotes policies and practices to increase employment opportunities for people with disabilities.	`E986167`	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: Office of Disability Employment Policy | Statement: [Employment and Training Administration, collaboratesWith, Office of Disability Employment Policy]

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

Target entity: Office of Disability Employment Policy
Context triple: [Employment and Training Administration, collaboratesWith, Office of Disability Employment Policy]

A. U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
B. Federal Office for the Equality of People with Disabilities
The Federal Office for the Equality of People with Disabilities is a Swiss government agency dedicated to promoting and safeguarding the equal rights, inclusion, and participation of people with disabilities in all areas of society.
C. National Institute on Disability, Independent Living, and Rehabilitation Research
The National Institute on Disability, Independent Living, and Rehabilitation Research is a U.S. federal agency that funds and promotes research to improve the lives, independence, and community participation of people with disabilities.
D. Vocational Rehabilitation and Employment Service
The Vocational Rehabilitation and Employment Service is a U.S. Department of Veterans Affairs program that helps veterans with service-connected disabilities prepare for, find, and maintain suitable employment or achieve independent living.
E. Administration on Disabilities
The Administration on Disabilities is a U.S. federal agency that promotes the rights, independence, and community inclusion of people with disabilities through programs, advocacy, and support services.
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: Office of Disability Employment Policy
Triple: [Employment and Training Administration, collaboratesWith, Office of Disability Employment Policy]

Generated description

The Office of Disability Employment Policy is a U.S. Department of Labor agency that develops and promotes policies and practices to increase employment opportunities for people with disabilities.

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

Target entity: Office of Disability Employment Policy
Target entity description: The Office of Disability Employment Policy is a U.S. Department of Labor agency that develops and promotes policies and practices to increase employment opportunities for people with disabilities.

A. U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
B. Federal Office for the Equality of People with Disabilities
The Federal Office for the Equality of People with Disabilities is a Swiss government agency dedicated to promoting and safeguarding the equal rights, inclusion, and participation of people with disabilities in all areas of society.
C. National Institute on Disability, Independent Living, and Rehabilitation Research
The National Institute on Disability, Independent Living, and Rehabilitation Research is a U.S. federal agency that funds and promotes research to improve the lives, independence, and community participation of people with disabilities.
D. Vocational Rehabilitation and Employment Service
The Vocational Rehabilitation and Employment Service is a U.S. Department of Veterans Affairs program that helps veterans with service-connected disabilities prepare for, find, and maintain suitable employment or achieve independent living.
E. Administration on Disabilities
The Administration on Disabilities is a U.S. federal agency that promotes the rights, independence, and community inclusion of people with disabilities through programs, advocacy, and support services.
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_69d6ada5cdd48190860d9ce30aff69be`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d9545e90948190980bd4d64964a0f2`	completed	April 10, 2026, 7:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f64bc674e881908673e1f9103cc8be`	completed	May 2, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f64c7c5d04819094fcbee0a4b5cbb4`	completed	May 2, 2026, 7:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64d653b988190b11d061f55ef7192`	completed	May 2, 2026, 7:15 p.m.

Created at: April 8, 2026, 9:57 p.m.