Triple

T1808419
Position Surface form Disambiguated ID Type / Status
Subject HUBZone Program E40273 entity
Predicate relatedTo P37 FINISHED
Object Women-Owned Small Business Federal Contracting Program
The Women-Owned Small Business Federal Contracting Program is a U.S. government initiative that helps level the playing field for women entrepreneurs by setting aside certain federal contracts and reducing barriers to competition for eligible women-owned small businesses.
E200690 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: Women-Owned Small Business Federal Contracting Program | Statement: [HUBZone Program, relatedTo, Women-Owned Small Business Federal Contracting Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Women-Owned Small Business Federal Contracting Program
Context triple: [HUBZone Program, relatedTo, Women-Owned Small Business Federal Contracting Program]
  • A. Service-Disabled Veteran-Owned Small Business Program
    The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
  • B. 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.
  • C. Women’s Business Center Program
    The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
  • D. 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.
  • E. HUBZone Program
    The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
  • 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: Women-Owned Small Business Federal Contracting Program
Triple: [HUBZone Program, relatedTo, Women-Owned Small Business Federal Contracting Program]
Generated description
The Women-Owned Small Business Federal Contracting Program is a U.S. government initiative that helps level the playing field for women entrepreneurs by setting aside certain federal contracts and reducing barriers to competition for eligible women-owned small businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Women-Owned Small Business Federal Contracting Program
Target entity description: The Women-Owned Small Business Federal Contracting Program is a U.S. government initiative that helps level the playing field for women entrepreneurs by setting aside certain federal contracts and reducing barriers to competition for eligible women-owned small businesses.
  • A. Service-Disabled Veteran-Owned Small Business Program
    The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
  • B. 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.
  • C. Women’s Business Center Program
    The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
  • D. 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.
  • E. HUBZone Program
    The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6599f35c8190aefd20773365fdcf completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5e137bc81908294dd6b67789526 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69d10188190b78bece656249ecd completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8c122e881908f0640edc5aaf305 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.