Triple

T12528101

Position	Surface form	Disambiguated ID	Type / Status
Subject	Employment and Training Administration	`E299489`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Office of Apprenticeship The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.	`E986168`	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 Apprenticeship | Statement: [Employment and Training Administration, collaboratesWith, Office of Apprenticeship]

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

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

A. Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
B. Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
C. Division of Employment and Training Services
The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
D. Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
E. 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.
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 Apprenticeship
Triple: [Employment and Training Administration, collaboratesWith, Office of Apprenticeship]

Generated description

The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.

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

Target entity: Office of Apprenticeship
Target entity description: The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.

A. Apprenticeship and Training Division
The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
B. Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
C. Division of Employment and Training Services
The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
D. Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
E. 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.
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.