Triple

T85426

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Labor	`E1719`	entity
Predicate	precededBy	`P97`	FINISHED
Object	United States Department of Commerce and Labor The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.	`E15765`	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: United States Department of Commerce and Labor | Statement: [United States Department of Labor, precededBy, United States Department of Commerce and Labor]

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

Target entity: United States Department of Commerce and Labor
Context triple: [United States Department of Labor, precededBy, United States Department of Commerce and 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. U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
C. Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
D. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
E. U.S. General Services Administration
The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
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: United States Department of Commerce and Labor
Triple: [United States Department of Labor, precededBy, United States Department of Commerce and Labor]

Generated description

The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.

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

Target entity: United States Department of Commerce and Labor
Target entity description: The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.

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. U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
C. Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
D. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
E. U.S. General Services Administration
The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
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_69a2b014ab2c8190bcef8382280932dc`	completed	Feb. 28, 2026, 9:06 a.m.
NEDg	Description generation	`batch_69a2b0bd233c81908f3595abdfa51666`	completed	Feb. 28, 2026, 9:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2b122a168819088be9e5455a1aac1`	completed	Feb. 28, 2026, 9:10 a.m.

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