Triple

T8651360
Position Surface form Disambiguated ID Type / Status
Subject Small Business Administration 7(a) Loan Program E205105 entity
Predicate primaryProgramFor P73687 FINISHED
Object SBA general small business lending E205105 NE FINISHED

How this triple was built (3 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: SBA general small business lending | Statement: [Small Business Administration 7(a) Loan Program, primaryProgramFor, SBA general small business lending]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SBA general small business lending
Context triple: [Small Business Administration 7(a) Loan Program, primaryProgramFor, SBA general small business lending]
  • A. SBA
    The Sovereign Base Areas are two British Overseas Territories on the island of Cyprus that serve as strategic military bases for the United Kingdom.
  • B. SBA
    SBA is the three-letter IATA airport code for Santa Barbara Municipal Airport, serving the Santa Barbara, California area.
  • C. Small Business Administration 7(a) Loan Program chosen
    The Small Business Administration 7(a) Loan Program is the U.S. federal government’s primary small-business lending initiative, providing partially guaranteed loans through private lenders to help entrepreneurs start, acquire, or expand their businesses.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: primaryProgramFor
Context triple: [Small Business Administration 7(a) Loan Program, primaryProgramFor, SBA general small business lending]
  • A. primaryProgram chosen
    Indicates that one entity serves as the main or principal program associated with another entity, distinguishing it from any secondary or auxiliary programs.
  • B. primaryClass
    Indicates that one entity is the main or principal classification category to which another entity belongs.
  • C. programFocus
    Indicates that an educational or training program is primarily oriented around or concentrated on a particular subject, theme, or objective.
  • D. primaryFor
    Indicates that one entity serves as the main or principal option, resource, or association for another entity among possible alternatives.
  • E. programType
    Indicates the category or kind of program to which an entity belongs or with which it is associated.
  • F. None of above.

Provenance (4 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48150e6c8190a7a3b92b4b640858 completed March 31, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccc95b588190b5e44c73cf93d18b completed April 2, 2026, 8:08 p.m.
PD Predicate disambiguation batch_69cc45619460819091e83ffdec99c865 completed March 31, 2026, 10:06 p.m.
Created at: March 30, 2026, 6:29 p.m.