Triple

T1808248
Position Surface form Disambiguated ID Type / Status
Subject Small Business Investment Company Program E40269 entity
Predicate relatedProgram P37 FINISHED
Object Small Business Administration 7(a) Loan Program
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.
E205105 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: Small Business Administration 7(a) Loan Program | Statement: [Small Business Investment Company Program, relatedProgram, Small Business Administration 7(a) Loan Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Business Administration 7(a) Loan Program
Context triple: [Small Business Investment Company Program, relatedProgram, Small Business Administration 7(a) Loan Program]
  • A. Small Business Investment Company Program
    The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
  • B. 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.
  • C. 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.
  • 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. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • 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: Small Business Administration 7(a) Loan Program
Triple: [Small Business Investment Company Program, relatedProgram, Small Business Administration 7(a) Loan Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Business Administration 7(a) Loan Program
Target entity description: 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.
  • A. Small Business Investment Company Program
    The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
  • B. 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.
  • C. 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.
  • 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. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • 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_69adc9aa4c5881908b21829dda45da5a completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaef04e88190a88f789a6370bafb completed March 8, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69adcb8e053c819082a3d4b36afe35be completed March 8, 2026, 7:18 p.m.
Created at: March 4, 2026, 7:32 p.m.