Triple
T23513752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direct Unsubsidized Loan |
E572500
|
entity |
| Predicate | inSchoolPaymentRequirement |
P9211
|
FINISHED |
| Object | no required principal payments while enrolled at least half-time |
—
|
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: no required principal payments while enrolled at least half-time | Statement: [Direct Unsubsidized Loan, inSchoolPaymentRequirement, no required principal payments while enrolled at least half-time]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: inSchoolPaymentRequirement Context triple: [Direct Unsubsidized Loan, inSchoolPaymentRequirement, no required principal payments while enrolled at least half-time]
-
A.
studentsObligation
Indicates that a student has a duty or required responsibility to perform a certain action or fulfill certain conditions.
-
B.
requiresPaymentOf
chosen
Indicates that one entity obligates another entity to provide a specified payment as a condition or requirement.
-
C.
requiresPaymentIn
Indicates that one entity must be paid in a specified currency or payment medium in order for a related action, service, or obligation to be fulfilled.
-
D.
continuationSchoolAttendanceRequirement
Indicates that an entity is required to attend a continuation school as a condition or obligation.
-
E.
isSchoolFor
Indicates that one entity functions as an educational institution intended to serve, teach, or train the other entity.
- 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.