Triple
T23513762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direct Unsubsidized Loan |
E572500
|
entity |
| Predicate | originationFeeSetBy |
P152669
|
FINISHED |
| Object | federal law |
—
|
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: federal law | Statement: [Direct Unsubsidized Loan, originationFeeSetBy, federal law]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: originationFeeSetBy Context triple: [Direct Unsubsidized Loan, originationFeeSetBy, federal law]
-
A.
originationFee
Indicates a fee charged at the initiation or creation of a financial product, service, or agreement.
-
B.
originallyBy
Indicates that one entity is the original creator, author, or source of another entity.
-
C.
interestRateSettingAuthority
Indicates that an entity has the authority or power to determine, set, or adjust interest rates for financial products or instruments.
-
D.
filingFeesAdjustedBy
Indicates that the filing fees are modified, recalculated, or updated as a result of the referenced factor, action, or entity.
-
E.
agreementOrigin
Indicates that an agreement originates from, is derived from, or is based on a specified source or prior arrangement.
- 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_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. |
| PDg | Predicate description generation | batch_69f0bd4a0e408190ad8916faf23562d9 |
completed | April 28, 2026, 1:59 p.m. |
Created at: April 17, 2026, 6:08 p.m.