Triple

T10024491
Position Surface form Disambiguated ID Type / Status
Subject Women-Owned Small Business Federal Contracting Program E200690 entity
Predicate relatedTo P37 FINISHED
Object 8(a) Business Development Program E40272 NE FINISHED

How this triple was built (2 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: 8(a) Business Development Program | Statement: [Women-Owned Small Business Federal Contracting Program, relatedTo, 8(a) Business Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 8(a) Business Development Program
Context triple: [Women-Owned Small Business Federal Contracting Program, relatedTo, 8(a) Business Development Program]
  • A. 8(a) Business Development Program chosen
    The 8(a) Business Development Program is a U.S. federal initiative that helps small, socially and economically disadvantaged businesses grow through training, technical assistance, and access to government contracting opportunities.
  • B. 7(a) Loan Program
    The 7(a) Loan Program is the U.S. Small Business Administration’s primary business loan program that helps small businesses obtain financing by providing government-backed guarantees to participating lenders.
  • C. 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.
  • D. National Companies Promotion Program
    The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
  • E. SBA Mentor-Protégé Program
    The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd7d9c9c81909a0a0917deed0973 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26abb0ab08190b5bcf101c5680f3c completed April 5, 2026, 1:59 p.m.
Created at: March 30, 2026, 8:53 p.m.