Triple
T23513846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | recertificationRequirement |
P30054
|
FINISHED |
| Object | does not require annual income recertification |
—
|
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: does not require annual income recertification | Statement: [Standard Repayment Plan, recertificationRequirement, does not require annual income recertification]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: recertificationRequirement Context triple: [Standard Repayment Plan, recertificationRequirement, does not require annual income recertification]
-
A.
hasRecertificationRequirement
chosen
Indicates that an entity is subject to a requirement to periodically renew or update its certification to maintain its valid status.
-
B.
requiresCertification
Indicates that one entity can only be performed, accessed, or considered valid if another entity has an appropriate certification.
-
C.
requiresCertificationRequestBy
Indicates that one entity can only proceed or be valid if a formal certification request has been submitted or initiated by another specified entity.
-
D.
mayRequireCertification
Indicates that performing or engaging in the referenced action or relationship might necessitate obtaining a formal certification or credential.
-
E.
renewalRequired
Indicates that an existing agreement, status, or authorization must be renewed to remain valid.
- 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.