Triple
T23123167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pay As You Earn |
E576954
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | income-driven repayment plan |
C19474
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: income-driven repayment plan Context triple: [Pay As You Earn, instanceOf, income-driven repayment plan]
-
A.
United States Department of Education repayment option
A United States Department of Education repayment option is a structured plan that defines how a federal student loan borrower’s payments are calculated, scheduled, and managed under federal regulations.
-
B.
loan repayment option
chosen
A loan repayment option is a specific set of terms and structures that define how a borrower will repay a loan over time, including payment amounts, frequency, duration, and any flexibility or conditions.
-
C.
loan program
A loan program is a structured financial offering that provides borrowers with funds under defined terms, such as interest rates, repayment schedules, and eligibility criteria, to support specific purposes like education, housing, or business development.
-
D.
down payment assistance program
A down payment assistance program is a financial aid initiative that helps homebuyers cover some or all of the upfront costs required for a mortgage down payment, often through grants, low-interest loans, or forgivable loans.
-
E.
merit-based financial aid program
A merit-based financial aid program is a structured system that awards financial assistance to individuals based on demonstrated achievements, such as academic performance, talents, or leadership, rather than financial need.
- F. None of above.
Provenance (1 batch)
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_69e245f6c2e881909a228fdcfeb7c7d3 |
completed | April 17, 2026, 2:38 p.m. |
Created at: April 17, 2026, 3:59 p.m.