Triple
T1205056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Direct Student Loan Program |
E25868
|
entity |
| Predicate | unsubsidizedInterest |
P25543
|
FINISHED |
| Object | borrower responsible for all interest on Direct Unsubsidized Loans |
—
|
LITERAL FINISHED |
How this triple was built (2 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: borrower responsible for all interest on Direct Unsubsidized Loans | Statement: [Federal Direct Student Loan Program, unsubsidizedInterest, borrower responsible for all interest on Direct Unsubsidized Loans]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: unsubsidizedInterest Context triple: [Federal Direct Student Loan Program, unsubsidizedInterest, borrower responsible for all interest on Direct Unsubsidized Loans]
-
A.
interestCharged
Indicates that a specified amount of interest is imposed on a principal or outstanding balance over a given period.
-
B.
creditPercentage
Indicates the proportion or share of credit assigned to an entity in relation to a particular outcome, contribution, or transaction.
-
C.
isUnpaid
Indicates that an expected payment, fee, or financial obligation has not yet been made or settled.
-
D.
creditSchedule
Indicates a planned or agreed-upon timetable for extending, using, or repaying credit between parties.
-
E.
tuitionFeeType
Indicates the category or structure of tuition fees that applies to an entity (such as full-time, part-time, in-state, out-of-state, or other fee types).
- F. None of above. chosen
Provenance (4 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc0f8d08190b340012a9eb26275 |
completed | March 1, 2026, 10:29 p.m. |
| PD | Predicate disambiguation | batch_69a4bb5ed2b88190aab992913957e1cf |
completed | March 1, 2026, 10:19 p.m. |
| PDg | Predicate description generation | batch_69a4bcc82e38819081c3615e1cc7a66f |
completed | March 1, 2026, 10:25 p.m. |
Created at: March 1, 2026, 7:46 p.m.