Triple
T23513844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | publicServiceLoanForgivenessCompatibility |
P149376
|
FINISHED |
| Object | qualifying payments can count toward Public Service Loan Forgiveness if other PSLF criteria are met |
—
|
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: qualifying payments can count toward Public Service Loan Forgiveness if other PSLF criteria are met | Statement: [Standard Repayment Plan, publicServiceLoanForgivenessCompatibility, qualifying payments can count toward Public Service Loan Forgiveness if other PSLF criteria are met]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publicServiceLoanForgivenessCompatibility Context triple: [Standard Repayment Plan, publicServiceLoanForgivenessCompatibility, qualifying payments can count toward Public Service Loan Forgiveness if other PSLF criteria are met]
-
A.
federalService
Indicates that an entity is engaged in or associated with work, duties, or service under the authority of a federal government.
-
B.
receivedFederalLoanGuarantees
Indicates that one entity has obtained a federal government guarantee backing a loan made to it by another entity.
-
C.
publicServiceRemit
Indicates that an entity has an official obligation or mandate to provide services in the public interest, typically under a defined public-service framework or regulation.
-
D.
repaymentPlanEligibility
Indicates whether an entity qualifies to enter into or maintain a specified repayment plan under defined rules or criteria.
-
E.
applicablePrograms
chosen
Indicates that certain programs are relevant to, valid for, or can be applied in the context of a given entity or situation.
- 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.