Triple
T1205039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Direct Student Loan Program |
E25868
|
entity |
| Predicate | becamePrimaryFederalLoanProgram |
P9436
|
FINISHED |
| Object | 2010 |
—
|
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: 2010 | Statement: [Federal Direct Student Loan Program, becamePrimaryFederalLoanProgram, 2010]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: becamePrimaryFederalLoanProgram Context triple: [Federal Direct Student Loan Program, becamePrimaryFederalLoanProgram, 2010]
-
A.
federalPartCameIntoForce
Indicates that a specific part of a federal law or regulation has officially taken legal effect from a certain point in time.
-
B.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
-
C.
foundedAsProgram
Indicates that an entity was originally established or created in the form of a program (such as a project, initiative, or organizational program).
-
D.
succeededBy (Acting CFPB Director)
Indicates that one individual or role directly follows another as the next Acting CFPB Director in sequence.
-
E.
federalSchemeImplemented
chosen
Indicates that a specific federal government program or policy has been put into operation or carried out in practice.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc0f8d08190b340012a9eb26275 |
completed | March 1, 2026, 10:29 p.m. |
| PD | Predicate disambiguation | batch_69a4bb5ed2b88190aab992913957e1cf |
completed | March 1, 2026, 10:19 p.m. |
Created at: March 1, 2026, 7:46 p.m.