Triple

T1819547
Position Surface form Disambiguated ID Type / Status
Subject Small Business Development Center Program E40511 entity
Predicate administeredBy P86 FINISHED
Object Office of Small Business Development Centers
The Office of Small Business Development Centers is a U.S. Small Business Administration office that oversees and supports the national network of Small Business Development Centers providing counseling and assistance to small businesses.
E40511 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: Office of Small Business Development Centers | Statement: [Small Business Development Center Program, administeredBy, Office of Small Business Development Centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Small Business Development Centers
Context triple: [Small Business Development Center Program, administeredBy, Office of Small Business Development Centers]
  • A. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • B. Office of Investment and Innovation of the U.S. Small Business Administration
    The Office of Investment and Innovation of the U.S. Small Business Administration is the federal office that oversees programs and policies leveraging public–private investment and innovation initiatives to support the growth and financing of small businesses.
  • 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. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • E. Office of Small and Disadvantaged Business Utilization
    The Office of Small and Disadvantaged Business Utilization is a federal office that advocates for and facilitates contracting opportunities for small, minority-owned, women-owned, and other disadvantaged businesses within government procurement.
  • 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: Office of Small Business Development Centers
Triple: [Small Business Development Center Program, administeredBy, Office of Small Business Development Centers]
Generated description
The Office of Small Business Development Centers is a U.S. Small Business Administration office that oversees and supports the national network of Small Business Development Centers providing counseling and assistance to small businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Small Business Development Centers
Target entity description: The Office of Small Business Development Centers is a U.S. Small Business Administration office that oversees and supports the national network of Small Business Development Centers providing counseling and assistance to small businesses.
  • A. Small Business Development Center Program chosen
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • B. Office of Investment and Innovation of the U.S. Small Business Administration
    The Office of Investment and Innovation of the U.S. Small Business Administration is the federal office that oversees programs and policies leveraging public–private investment and innovation initiatives to support the growth and financing of small businesses.
  • 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. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • E. Office of Small and Disadvantaged Business Utilization
    The Office of Small and Disadvantaged Business Utilization is a federal office that advocates for and facilitates contracting opportunities for small, minority-owned, women-owned, and other disadvantaged businesses within government procurement.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65f9f32c819084948e7ce7fa6f2e completed March 6, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9ac97e081908ab1d30fa41c3e9b completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcb1466788190bdcb50107d838f83 completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbf5b0b881909d43c748034481f4 completed March 8, 2026, 7:20 p.m.
Created at: March 4, 2026, 7:32 p.m.