Triple
T23513718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direct Unsubsidized Loan |
E572500
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | U.S. Department of Education loan program |
C47235
|
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. Department of Education loan program Context triple: [Direct Unsubsidized Loan, instanceOf, U.S. Department of Education loan program]
-
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.
federal student loan
chosen
A federal student loan is a government-funded form of financial aid that students borrow to pay for education costs, which must be repaid with interest under terms set by federal law.
-
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.
federal government program
A federal government program is an organized set of activities, services, or regulations funded and administered by the national government to achieve specific public policy goals.
-
E.
office of the United States Department of Education
An office of the United States Department of Education is an organizational unit within the federal agency responsible for administering specific education-related programs, policies, or support functions at the national level.
- 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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
Created at: April 17, 2026, 6:08 p.m.