Triple

T1309366
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Commerce E27952 entity
Predicate oversees P46 FINISHED
Object Maryland Office of Small Business Resources
The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
E27952 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: Maryland Office of Small Business Resources | Statement: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland Office of Small Business Resources
Context triple: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
  • A. 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.
  • B. 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.
  • 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. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • E. Maryland Department of General Services
    The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support 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: Maryland Office of Small Business Resources
Triple: [Maryland Department of Commerce, oversees, Maryland Office of Small Business Resources]
Generated description
The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland Office of Small Business Resources
Target entity description: The Maryland Office of Small Business Resources is a state-run agency that provides support, guidance, and programs to help small businesses in Maryland start, grow, and navigate regulatory and funding opportunities.
  • A. Maryland Department of Commerce chosen
    The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
  • B. 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.
  • 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. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • E. Maryland Department of General Services
    The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
  • F. None of above.

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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c139551081908ad8eb670c621fff completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb30b45708190aaf8c977fef2500c completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb389ab248190b67eb802ed1ac01f completed March 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69acb423e2948190b3927d2f041b6215 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.