Triple
T8651359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Small Business Administration 7(a) Loan Program |
E205105
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Small Business Administration loan programs
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
|
E749743
|
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: U.S. Small Business Administration loan programs | Statement: [Small Business Administration 7(a) Loan Program, partOf, U.S. Small Business Administration loan programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Small Business Administration loan programs Context triple: [Small Business Administration 7(a) Loan Program, partOf, U.S. Small Business Administration loan programs]
-
A.
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.
-
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.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
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.
-
E.
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.
- 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: U.S. Small Business Administration loan programs Triple: [Small Business Administration 7(a) Loan Program, partOf, U.S. Small Business Administration loan programs]
Generated description
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Small Business Administration loan programs Target entity description: U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
-
A.
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.
-
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.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
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.
-
E.
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.
- 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_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. |
| NEDg | Description generation | batch_69cece1681288190a6c99407bc2f0bdd |
completed | April 2, 2026, 8:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecec118ac81909fbcafe841354c32 |
completed | April 2, 2026, 8:17 p.m. |
Created at: March 30, 2026, 6:29 p.m.