Triple
T23513891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Income-Contingent Repayment Plan (ICR) |
E572503
|
entity |
| Predicate | interestCapitalizationLimit |
P125398
|
FINISHED |
| Object | capitalized interest limited to 10 percent of original principal on most Direct 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: capitalized interest limited to 10 percent of original principal on most Direct Loans | Statement: [Income-Contingent Repayment Plan (ICR), interestCapitalizationLimit, capitalized interest limited to 10 percent of original principal on most Direct Loans]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: interestCapitalizationLimit Context triple: [Income-Contingent Repayment Plan (ICR), interestCapitalizationLimit, capitalized interest limited to 10 percent of original principal on most Direct Loans]
-
A.
paymentPercentageCap
Indicates the maximum percentage limit that can be applied to a payment amount.
-
B.
interestRatePolicy
Indicates the relationship in which a governing financial authority sets or adjusts interest rates to influence economic conditions and borrowing costs.
-
C.
interestRateDetermination
Indicates the relationship by which the applicable interest rate is set, defined, or adjusted for a financial obligation or instrument.
-
D.
interestCompoundingFrequency
Indicates how often interest is calculated and added to the principal over a given time period.
-
E.
monetaryLimit
chosen
Indicates a constraint or maximum allowable amount of money associated with an action, transaction, or relationship.
- 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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa80174c819088c9c19fdcf2a133 |
completed | April 29, 2026, 6:51 a.m. |
| PD | Predicate disambiguation | batch_69f0621165c08190a0b27b1319733959 |
completed | April 28, 2026, 7:30 a.m. |
Created at: April 17, 2026, 6:08 p.m.