Triple

T6461157
Position Surface form Disambiguated ID Type / Status
Subject Office of the Secretary of the Army E142123 entity
Predicate hasComponent P35 FINISHED
Object Office of Small Business Programs
The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
E594277 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 Programs | Statement: [Office of the Secretary of the Army, hasComponent, Office of Small Business Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Small Business Programs
Context triple: [Office of the Secretary of the Army, hasComponent, Office of Small Business Programs]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Office of Small Business Programs (NASA)
    The Office of Small Business Programs (NASA) is the agency’s central office responsible for promoting, integrating, and maximizing the participation of small businesses in NASA contracts and missions.
  • 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 Programs
Triple: [Office of the Secretary of the Army, hasComponent, Office of Small Business Programs]
Generated description
The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Small Business Programs
Target entity description: The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Office of Small Business Programs (NASA)
    The Office of Small Business Programs (NASA) is the agency’s central office responsible for promoting, integrating, and maximizing the participation of small businesses in NASA contracts and missions.
  • 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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f683248190a58beb60f009eafb completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64be4e6888190a685f447e9950163 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64e4413f481908561a86bc9a9b0b2 completed March 27, 2026, 9:30 a.m.
NED2 Entity disambiguation (via description) batch_69c64ec0d40881908fda2e994f0f6ed5 completed March 27, 2026, 9:32 a.m.
Created at: March 22, 2026, 4:49 p.m.