Triple
T23104229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subsidized Federal Stafford Loan |
E576117
|
entity |
| Predicate | interestAccrual |
P19983
|
FINISHED |
| Object | no interest charged to borrower during in-school, grace, and deferment 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: no interest charged to borrower during in-school, grace, and deferment periods | Statement: [Subsidized Federal Stafford Loan, interestAccrual, no interest charged to borrower during in-school, grace, and deferment periods]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: interestAccrual Context triple: [Subsidized Federal Stafford Loan, interestAccrual, no interest charged to borrower during in-school, grace, and deferment periods]
-
A.
interestCharged
chosen
Indicates that a specified amount of interest is imposed on a principal or outstanding balance over a given period.
-
B.
insuranceAccrualRate
Indicates the rate at which insurance-related amounts (such as premiums, costs, or liabilities) accumulate over a specified period.
-
C.
balancesInterest
Indicates that an entity manages or adjusts multiple interests or priorities so that none is disproportionately favored over the others.
-
D.
interestType
Indicates the specific category or nature of interest that one entity has in relation to another or to a subject.
-
E.
interestRateDetermination
Indicates the relationship by which the applicable interest rate is set, defined, or adjusted for a financial obligation or instrument.
- 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18deb702c819099f2e2141706f00e |
completed | April 29, 2026, 4:49 a.m. |
| PD | Predicate disambiguation | batch_69ef89f020588190b43393e048e7eda3 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 3:58 p.m.