Triple
T23104252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subsidized Federal Stafford Loan |
E576117
|
entity |
| Predicate | forgivenessEligibility |
P94731
|
FINISHED |
| Object | may qualify for Public Service Loan Forgiveness if other criteria met |
—
|
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: may qualify for Public Service Loan Forgiveness if other criteria met | Statement: [Subsidized Federal Stafford Loan, forgivenessEligibility, may qualify for Public Service Loan Forgiveness if other criteria met]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: forgivenessEligibility Context triple: [Subsidized Federal Stafford Loan, forgivenessEligibility, may qualify for Public Service Loan Forgiveness if other criteria met]
-
A.
believesHeIsForgivenFor
Indicates that one entity holds the conviction that he has been forgiven by another entity for some wrongdoing or offense.
-
B.
scopeOfForgiveness
chosen
Indicates the extent or boundaries within which forgiveness is granted or applies between entities.
-
C.
forgave
Indicates that one entity has chosen to release resentment or cancel a grievance, offense, or debt owed by another entity.
-
D.
reliefGranted
Indicates that a requested form of assistance, exemption, or remedy has been officially approved and provided.
-
E.
paroleEligibility
Indicates whether and under what conditions an individual is legally eligible to be considered for release on parole.
- 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18deb702c819099f2e2141706f00e |
completed | April 29, 2026, 4:49 a.m. |
| PD | Predicate disambiguation | batch_69ef89f020588190b43393e048e7eda3 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 3:58 p.m.