Triple
T24992120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norwegian State Educational Loan Fund |
E625473
|
entity |
| Predicate | loanRepaymentBasis |
P150997
|
FINISHED |
| Object | income-based repayment |
—
|
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: income-based repayment | Statement: [Norwegian State Educational Loan Fund, loanRepaymentBasis, income-based repayment]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: loanRepaymentBasis Context triple: [Norwegian State Educational Loan Fund, loanRepaymentBasis, income-based repayment]
-
A.
repaymentOptionsInclude
Indicates that the set of available repayment options for one entity includes a specified repayment option or set of options.
-
B.
repaymentFeature
chosen
Indicates that one entity provides terms, options, or mechanisms for repaying a debt, loan, or owed amount to another entity.
-
C.
repaymentPlanOptions
Indicates the available ways or schedules by which a debt or obligation can be repaid.
-
D.
repaymentRequirement
Indicates that one party is obligated to pay back money or value to another party under specified terms or conditions.
-
E.
repaymentTrigger
Indicates that a specific event or condition causes a repayment obligation to become due or activated.
- 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_69e2ff2611c081908710457fbe6d376b |
completed | April 18, 2026, 3:48 a.m. |
| NER | Named-entity recognition | batch_69f44a4639e8819090ce27c835eec2f0 |
completed | May 1, 2026, 6:37 a.m. |
| PD | Predicate disambiguation | batch_69f442c0c2e88190acd7f170f10ccef6 |
completed | May 1, 2026, 6:05 a.m. |
Created at: April 18, 2026, 6:03 a.m.