Triple
T23123166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pay As You Earn |
E576954
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | U.S. federal student loan repayment plan |
C20044
|
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: U.S. federal student loan repayment plan Context triple: [Pay As You Earn, instanceOf, U.S. federal student loan repayment plan]
-
A.
United States Department of Education repayment option
chosen
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.
U.S. Treasury debt collection program
A U.S. Treasury debt collection program is a federal initiative that centralizes and enforces the collection of delinquent debts owed to government agencies through tools such as offsets, payment arrangements, and legal actions.
-
C.
student loan servicer
A student loan servicer is an organization that manages student loan accounts on behalf of lenders or the government, handling billing, payment processing, customer support, and repayment options for borrowers.
-
D.
TRIO program
A TRIO program is a federally funded U.S. initiative that provides academic support, counseling, and resources to help low-income, first-generation, and disabled students access and succeed in postsecondary education.
-
E.
loan repayment option
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.
- 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.