Triple
T23193854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FFELP |
E579820
|
entity |
| Predicate | interestSubsidy |
P25542
|
FINISHED |
| Object | federal government paid interest on some subsidized loans while borrower was in school |
—
|
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: federal government paid interest on some subsidized loans while borrower was in school | Statement: [FFELP, interestSubsidy, federal government paid interest on some subsidized loans while borrower was in school]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: interestSubsidy Context triple: [FFELP, interestSubsidy, federal government paid interest on some subsidized loans while borrower was in school]
-
A.
subsidizedInterest
chosen
Indicates that the interest on a loan or financial obligation is partially or fully paid or reduced by a third party, typically a government or institution, rather than borne entirely by the borrower.
-
B.
unsubsidizedInterest
Indicates that interest accrues on a loan without being reduced, covered, or offset by any form of subsidy.
-
C.
typeOfSubsidy
Indicates that one entity is a specific kind or category of subsidy in relation to another entity.
-
D.
interestType
Indicates the specific category or nature of interest that one entity has in relation to another or to a subject.
-
E.
interestRatePolicy
Indicates the relationship in which a governing financial authority sets or adjusts interest rates to influence economic conditions and borrowing costs.
- F. None of above.
Provenance (3 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd971d08190a132d24094e0c37b |
completed | April 29, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69ef8a041c0081909afb670d17a5aaba |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4:06 p.m.