Triple
T1205055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Direct Student Loan Program |
E25868
|
entity |
| Predicate | subsidizedInterest |
P25542
|
FINISHED |
| Object | U.S. government pays interest on Direct Subsidized Loans during certain periods |
—
|
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: U.S. government pays interest on Direct Subsidized Loans during certain periods | Statement: [Federal Direct Student Loan Program, subsidizedInterest, U.S. government pays interest on Direct Subsidized Loans during certain periods]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: subsidizedInterest Context triple: [Federal Direct Student Loan Program, subsidizedInterest, U.S. government pays interest on Direct Subsidized Loans during certain periods]
-
A.
creditPercentage
Indicates the proportion or share of credit assigned to an entity in relation to a particular outcome, contribution, or transaction.
-
B.
subsidiaryProgram
Indicates that one program operates under, and is organizationally subordinate to, another primary or parent program.
-
C.
loanType
Indicates the specific category or kind of loan associated with an entity or transaction.
-
D.
interestCharged
Indicates that a specified amount of interest is imposed on a principal or outstanding balance over a given period.
-
E.
federalMatchRate
Indicates the proportion of costs or funding that is covered or matched by the federal government relative to non-federal contributions.
- 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.