Triple

T63282

Position	Surface form	Disambiguated ID	Type / Status
Subject	Small Business Innovation Research program	`E1257`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	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.	`E7603`	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: U.S. Small Business Administration | Statement: [Small Business Innovation Research program, administeredBy, U.S. Small Business Administration]

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

Target entity: U.S. Small Business Administration
Context triple: [Small Business Innovation Research program, administeredBy, U.S. Small Business Administration]

A. 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.
B. 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.
C. Federal Deposit Insurance Corporation
The Federal Deposit Insurance Corporation (FDIC) is an independent U.S. government agency that insures bank deposits and promotes stability and public confidence in the nation’s financial system.
D. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
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: U.S. Small Business Administration
Triple: [Small Business Innovation Research program, administeredBy, U.S. Small Business Administration]

Generated description

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.

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

Target entity: U.S. Small Business Administration
Target entity description: 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.

A. 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.
B. 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.
C. Federal Deposit Insurance Corporation
The Federal Deposit Insurance Corporation (FDIC) is an independent U.S. government agency that insures bank deposits and promotes stability and public confidence in the nation’s financial system.
D. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
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_69a24ba4f760819081f6638a3c70538a`	completed	Feb. 28, 2026, 1:57 a.m.
NER	Named-entity recognition	`batch_69a24ee3bedc81908df430b348407e9b`	completed	Feb. 28, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a262406a6c81909be211fb2418ccbb`	completed	Feb. 28, 2026, 3:34 a.m.
NEDg	Description generation	`batch_69a262d263508190a5924595c1a7ad28`	completed	Feb. 28, 2026, 3:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2633ee14c8190bfc1a09ebf9e4efc`	completed	Feb. 28, 2026, 3:38 a.m.

Created at: Feb. 28, 2026, 2:02 a.m.