Triple
T6167240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Extended Repayment Plan |
E137597
|
entity |
| Predicate | isOptionFor |
P50557
|
FINISHED |
| Object | borrowers with high federal student loan debt |
—
|
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: borrowers with high federal student loan debt | Statement: [Extended Repayment Plan, isOptionFor, borrowers with high federal student loan debt]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOptionFor Context triple: [Extended Repayment Plan, isOptionFor, borrowers with high federal student loan debt]
-
A.
providesOption
chosen
Indicates that one entity makes a particular choice, alternative, or configuration available to another entity.
-
B.
hasDesignOption
Indicates that an entity is associated with or offers a particular design alternative or configurable design choice.
-
C.
isOneOf
Indicates that an entity belongs to a specified set or list of possible values.
-
D.
isDefaultFor
Indicates that something serves as the standard or fallback option that is automatically applied or selected for a given entity or context unless another choice is explicitly specified.
-
E.
configurationOptionIn
Indicates that a specific configuration option belongs to, or is defined within, a particular configuration set, context, or system.
- 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_69c008a68c508190a8d78245c865960e |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d647ae48190a1db07b4f4a06e67 |
completed | March 22, 2026, 9:21 p.m. |
| PD | Predicate disambiguation | batch_69c055f5b81481908819515cdc334ae6 |
completed | March 22, 2026, 8:49 p.m. |
Created at: March 22, 2026, 4:17 p.m.