Triple

T93202

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Department of Commerce	`E1873`	entity
Predicate	oversees	`P46`	FINISHED
Object	Minority Business Development Agency The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.	`E10315`	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: Minority Business Development Agency | Statement: [U.S. Department of Commerce, oversees, Minority Business Development Agency]

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

Target entity: Minority Business Development Agency
Context triple: [U.S. Department of Commerce, oversees, Minority Business Development Agency]

A. U.S. Small Business Administration
The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
B. The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
C. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
D. Office of Federal Contract Compliance Programs
The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
E. Office of Faith-Based and Neighborhood Partnerships
The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
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: Minority Business Development Agency
Triple: [U.S. Department of Commerce, oversees, Minority Business Development Agency]

Generated description

The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.

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

Target entity: Minority Business Development Agency
Target entity description: The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.

A. U.S. Small Business Administration
The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
B. The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
C. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
D. Office of Federal Contract Compliance Programs
The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
E. Office of Faith-Based and Neighborhood Partnerships
The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
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_69a24d1a97dc819094e6c021fe9b05a7`	completed	Feb. 28, 2026, 2:04 a.m.
NER	Named-entity recognition	`batch_69a24fd28e988190bde699647ee5b16b`	completed	Feb. 28, 2026, 2:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a26c1cdad88190aae17fcf5554a674`	completed	Feb. 28, 2026, 4:16 a.m.
NEDg	Description generation	`batch_69a26f619a608190b9698811313a2b30`	completed	Feb. 28, 2026, 4:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69a274ab28dc8190ba71579885e62994`	completed	Feb. 28, 2026, 4:52 a.m.

Created at: Feb. 28, 2026, 2:07 a.m.