Triple
T23193853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FFELP |
E579820
|
entity |
| Predicate | guarantyAgencyRole |
P32141
|
FINISHED |
| Object | insure lenders against borrower default |
—
|
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: insure lenders against borrower default | Statement: [FFELP, guarantyAgencyRole, insure lenders against borrower default]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: guarantyAgencyRole Context triple: [FFELP, guarantyAgencyRole, insure lenders against borrower default]
-
A.
guaranteeProvider
chosen
Indicates that one entity serves as the party that provides or issues a guarantee for another entity or obligation.
-
B.
roleInCollateral
Indicates that an entity participates in or is assigned a specific role within a collateral arrangement or structure.
-
C.
servesAgency
Indicates that one entity performs services or functions on behalf of, or under the authority of, an agency.
-
D.
definesAsPermanentAgency
Indicates that one entity formally establishes another entity as a permanent agency or enduring representative body, rather than a temporary or ad hoc arrangement.
-
E.
designatesAgencyAs
Indicates that one entity formally assigns or recognizes another entity as its acting agency or representative body.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd971d08190a132d24094e0c37b |
completed | April 29, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69ef8a041c0081909afb670d17a5aaba |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4:06 p.m.