Triple

T253971
Position Surface form Disambiguated ID Type / Status
Subject Government of the District of Columbia E5395 entity
Predicate hasAgency P3933 FINISHED
Object District of Columbia Department of Small and Local Business Development
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
E33484 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: District of Columbia Department of Small and Local Business Development | Statement: [Government of the District of Columbia, hasAgency, District of Columbia Department of Small and Local Business Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Small and Local Business Development
Context triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Small and Local Business Development]
  • A. District of Columbia Department of Consumer and Regulatory Affairs
    The District of Columbia Department of Consumer and Regulatory Affairs is a local government agency responsible for business licensing, building permits, inspections, and enforcement of consumer and regulatory laws in Washington, D.C.
  • B. Maryland Department of Commerce
    The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
  • C. 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.
  • D. 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.
  • E. District of Columbia Department of Transportation
    The District of Columbia Department of Transportation is the city agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure and services.
  • 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: District of Columbia Department of Small and Local Business Development
Triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Small and Local Business Development]
Generated description
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Small and Local Business Development
Target entity description: The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
  • A. District of Columbia Department of Consumer and Regulatory Affairs
    The District of Columbia Department of Consumer and Regulatory Affairs is a local government agency responsible for business licensing, building permits, inspections, and enforcement of consumer and regulatory laws in Washington, D.C.
  • B. Maryland Department of Commerce
    The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
  • C. 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.
  • D. 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.
  • E. District of Columbia Department of Transportation
    The District of Columbia Department of Transportation is the city agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure and services.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a260c592cc8190bc642fcd248a1f1b completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37956bf5c81908f05a660eae44b7b completed Feb. 28, 2026, 11:25 p.m.
NEDg Description generation batch_69a37a79036081909c885007c205c375 completed Feb. 28, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69a37d397e0c8190b6298f5f23188047 completed Feb. 28, 2026, 11:41 p.m.
Created at: Feb. 28, 2026, 2:55 a.m.