Triple
T23513853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | prepaymentPolicy |
P150997
|
FINISHED |
| Object | borrowers may prepay without federal prepayment penalties |
—
|
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: borrowers may prepay without federal prepayment penalties | Statement: [Standard Repayment Plan, prepaymentPolicy, borrowers may prepay without federal prepayment penalties]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: prepaymentPolicy Context triple: [Standard Repayment Plan, prepaymentPolicy, borrowers may prepay without federal prepayment penalties]
-
A.
repaymentTrigger
Indicates that a specific event or condition causes a repayment obligation to become due or activated.
-
B.
repaymentFeature
chosen
Indicates that one entity provides terms, options, or mechanisms for repaying a debt, loan, or owed amount to another entity.
-
C.
repaymentRequirement
Indicates that one party is obligated to pay back money or value to another party under specified terms or conditions.
-
D.
repaymentOptionsInclude
Indicates that the set of available repayment options for one entity includes a specified repayment option or set of options.
-
E.
gracePeriodPolicy
Indicates the rules and conditions governing an allowed extra time window before obligations (such as payments or penalties) are enforced.
- 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.