Triple
T23123113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graduate PLUS Loan |
E576952
|
entity |
| Predicate | forbearanceOption |
P151001
|
FINISHED |
| Object | general forbearance |
—
|
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: general forbearance | Statement: [Graduate PLUS Loan, forbearanceOption, general forbearance]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: forbearanceOption Context triple: [Graduate PLUS Loan, forbearanceOption, general forbearance]
-
A.
gracePeriodDuration
Indicates the length of time allowed after a deadline or due date during which an obligation can still be fulfilled without penalty.
-
B.
hasLongerRepaymentTermThan
Indicates that the repayment term of one entity (e.g., a loan or debt) is longer in duration than the repayment term of another entity.
-
C.
concessionFor
Indicates a relationship where one party grants or yields something—such as rights, privileges, or resources—to another, often as part of a negotiation or agreement.
-
D.
hasLongTermConcession
Indicates that one party has been granted a concession, license, or usage right over an asset or resource for an extended, typically multi-year, period.
-
E.
standardOfWaiver
Indicates the legal criteria or conditions under which a right, claim, or requirement can be voluntarily relinquished or waived.
- 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_69e245f6c2e881909a228fdcfeb7c7d3 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e517a0481909829a73fdf255d1c |
completed | April 29, 2026, 4:51 a.m. |
| PD | Predicate disambiguation | batch_69ef89f020588190b43393e048e7eda3 |
completed | April 27, 2026, 4:08 p.m. |
| PDg | Predicate description generation | batch_69ef9b7494f4819088ae59ea3d0ae8ab |
completed | April 27, 2026, 5:23 p.m. |
Created at: April 17, 2026, 3:59 p.m.