Triple

T85430

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Labor	`E1719`	entity
Predicate	hasOffice	`P1268`	FINISHED
Object	Office of the Deputy Secretary of Labor The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.	`E11199`	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 the Deputy Secretary of Labor | Statement: [United States Department of Labor, hasOffice, Office of the Deputy Secretary of Labor]

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

Target entity: Office of the Deputy Secretary of Labor
Context triple: [United States Department of Labor, hasOffice, Office of the Deputy Secretary of Labor]

A. 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.
B. United States Secretary of Labor
The United States Secretary of Labor is the head of the Department of Labor and a Cabinet-level official responsible for overseeing federal labor standards, employment policy, and workplace safety in the U.S.
C. Wage and Hour Division of the U.S. Department of Labor
The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
D. Bureau of Democracy, Human Rights, and Labor
The Bureau of Democracy, Human Rights, and Labor is a U.S. government office that promotes and monitors human rights, democratic governance, and labor rights around the world as part of American foreign policy.
E. Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
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 the Deputy Secretary of Labor
Triple: [United States Department of Labor, hasOffice, Office of the Deputy Secretary of Labor]

Generated description

The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.

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

Target entity: Office of the Deputy Secretary of Labor
Target entity description: The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.

A. 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.
B. United States Secretary of Labor
The United States Secretary of Labor is the head of the Department of Labor and a Cabinet-level official responsible for overseeing federal labor standards, employment policy, and workplace safety in the U.S.
C. Wage and Hour Division of the U.S. Department of Labor
The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
D. Bureau of Democracy, Human Rights, and Labor
The Bureau of Democracy, Human Rights, and Labor is a U.S. government office that promotes and monitors human rights, democratic governance, and labor rights around the world as part of American foreign policy.
E. Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
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_69a24c8150408190910a693eb51c1f71`	completed	Feb. 28, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69a24f4fa22c819096152bb577e11fa6`	completed	Feb. 28, 2026, 2:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a27c0147d481909c62cd45c8079519`	completed	Feb. 28, 2026, 5:24 a.m.
NEDg	Description generation	`batch_69a27c81e0d481909029bbe7b9c04ab0`	completed	Feb. 28, 2026, 5:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69a27cf9cc6c8190b8e666ea21c331f2`	completed	Feb. 28, 2026, 5:28 a.m.

Created at: Feb. 28, 2026, 2:06 a.m.