Triple

T418616

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Labor-Management Standards	`E8048`	entity
Predicate	partOf	`P40`	FINISHED
Object	Employment and Training Administration (historically, for some functions) The Employment and Training Administration is a U.S. Department of Labor agency responsible for administering federal job training, employment, and workforce development programs.	`E53072`	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: Employment and Training Administration (historically, for some functions) | Statement: [Office of Labor-Management Standards, partOf, Employment and Training Administration (historically, for some functions)]

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

Target entity: Employment and Training Administration (historically, for some functions)
Context triple: [Office of Labor-Management Standards, partOf, Employment and Training Administration (historically, for some functions)]

A. Economic Development Administration
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
B. United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. 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.
D. Pension and Welfare Benefits Administration
The Pension and Welfare Benefits Administration was the former name of the U.S. Department of Labor agency responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans.
E. Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
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: Employment and Training Administration (historically, for some functions)
Triple: [Office of Labor-Management Standards, partOf, Employment and Training Administration (historically, for some functions)]

Generated description

The Employment and Training Administration is a U.S. Department of Labor agency responsible for administering federal job training, employment, and workforce development programs.

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

Target entity: Employment and Training Administration (historically, for some functions)
Target entity description: The Employment and Training Administration is a U.S. Department of Labor agency responsible for administering federal job training, employment, and workforce development programs.

A. Economic Development Administration
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
B. United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
C. 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.
D. Pension and Welfare Benefits Administration
The Pension and Welfare Benefits Administration was the former name of the U.S. Department of Labor agency responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans.
E. Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
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_69a2e7f1d1bc81909cf2dc9754a3c334`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ee917de48190965fba455efd2320`	completed	Feb. 28, 2026, 1:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a42543e3ec81908a56075495b1279f`	completed	March 1, 2026, 11:38 a.m.
NEDg	Description generation	`batch_69a425c76efc81909af302d129547b16`	completed	March 1, 2026, 11:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69a4261ecbfc819084d9d3d5a352b5cc`	completed	March 1, 2026, 11:42 a.m.

Created at: Feb. 28, 2026, 1:11 p.m.