Triple
T23513888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Income-Contingent Repayment Plan (ICR) |
E572503
|
entity |
| Predicate | consequenceOfNonRecertification |
P152674
|
FINISHED |
| Object | payment may revert to amount required to pay off loan in remaining term |
—
|
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: payment may revert to amount required to pay off loan in remaining term | Statement: [Income-Contingent Repayment Plan (ICR), consequenceOfNonRecertification, payment may revert to amount required to pay off loan in remaining term]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: consequenceOfNonRecertification Context triple: [Income-Contingent Repayment Plan (ICR), consequenceOfNonRecertification, payment may revert to amount required to pay off loan in remaining term]
-
A.
consequenceOfNonRegistration
Indicates the negative outcome or penalty that results from failing to complete a required registration.
-
B.
consequenceOfCertification
Indicates that something occurs as a result of, or is caused by, a particular certification.
-
C.
consequenceOfRevocation
Indicates that something occurs as a direct result of a prior revocation event or decision.
-
D.
consequenceOfExpiry
Indicates that something occurs as a direct result of an expiry event or the state of having expired.
-
E.
nonEligibility
Indicates that an entity does not meet the required conditions or criteria to qualify for a specified status, benefit, or action.
- 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_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. |
| PDg | Predicate description generation | batch_69f0bd4a0e408190ad8916faf23562d9 |
completed | April 28, 2026, 1:59 p.m. |
Created at: April 17, 2026, 6:08 p.m.