Triple

T511935
Position Surface form Disambiguated ID Type / Status
Subject U.S. General Services Administration E10627 entity
Predicate hasPart P35 FINISHED
Object 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.
E63722 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 and Disadvantaged Business Utilization | Statement: [U.S. General Services Administration, hasPart, Office of Small and Disadvantaged Business Utilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Small and Disadvantaged Business Utilization
Context triple: [U.S. General Services Administration, hasPart, Office of Small and Disadvantaged Business Utilization]
  • A. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • B. Office of Federal Contract Compliance Programs
    The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
  • C. Bureau of Industry Operations
    The Bureau of Industry Operations was a division of the U.S. War Production Board responsible for overseeing and coordinating industrial production and operations during World War II.
  • D. 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.
  • E. 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.
  • 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 and Disadvantaged Business Utilization
Triple: [U.S. General Services Administration, hasPart, Office of Small and Disadvantaged Business Utilization]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Small and Disadvantaged Business Utilization
Target entity description: 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.
  • A. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • B. Office of Federal Contract Compliance Programs
    The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
  • C. Bureau of Industry Operations
    The Bureau of Industry Operations was a division of the U.S. War Production Board responsible for overseeing and coordinating industrial production and operations during World War II.
  • D. 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.
  • E. 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.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebe662c8190acdbb8857283f7d1 completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49fcbcae88190acc3e9d61658beba completed March 1, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69a4a047b8548190ac9ba95983b06036 completed March 1, 2026, 8:23 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.