Triple
T23193855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FFELP |
E579820
|
entity |
| Predicate | repaymentResponsibility |
P69041
|
FINISHED |
| Object | borrower repays lender, not the federal government directly |
—
|
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: borrower repays lender, not the federal government directly | Statement: [FFELP, repaymentResponsibility, borrower repays lender, not the federal government directly]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: repaymentResponsibility Context triple: [FFELP, repaymentResponsibility, borrower repays lender, not the federal government directly]
-
A.
repaymentRequirement
chosen
Indicates that one party is obligated to pay back money or value to another party under specified terms or conditions.
-
B.
repaymentTrigger
Indicates that a specific event or condition causes a repayment obligation to become due or activated.
-
C.
repaymentOutcome
Indicates the result or status of a repayment action, such as whether it was completed, failed, or partially fulfilled.
-
D.
repaymentPlanEligibility
Indicates whether an entity qualifies to enter into or maintain a specified repayment plan under defined rules or criteria.
-
E.
recallLiability
Indicates a relationship where an entity bears legal or financial responsibility for initiating or managing a product recall.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd971d08190a132d24094e0c37b |
completed | April 29, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69ef8a041c0081909afb670d17a5aaba |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4:06 p.m.