Triple
T23123063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLUS Loan |
E576951
|
entity |
| Predicate | gradPLUSBorrower |
P7921
|
FINISHED |
| Object | student is legally responsible for 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: student is legally responsible for repayment | Statement: [PLUS Loan, gradPLUSBorrower, student is legally responsible for repayment]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: gradPLUSBorrower Context triple: [PLUS Loan, gradPLUSBorrower, student is legally responsible for repayment]
-
A.
receivedFederalLoanGuarantees
Indicates that one entity has obtained a federal government guarantee backing a loan made to it by another entity.
-
B.
eligibleBorrower
chosen
Indicates that an entity meets the required conditions to be allowed to borrow (e.g., money, items, or resources) under a given set of rules or policies.
-
C.
grantsCreditFor
Indicates that one entity recognizes or awards academic or other formal credit to another entity for a specific activity, course, or achievement.
-
D.
receivedEducationGrant
Indicates that an entity has been awarded or obtained an education-related grant from another entity or funding source.
-
E.
eligibleInstitution
Indicates that an institution satisfies specified criteria or requirements to qualify for a particular program, benefit, or status.
- 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_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. |
Created at: April 17, 2026, 3:59 p.m.