Triple
T23513852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | switchingPolicy |
P139474
|
FINISHED |
| Object | borrowers can usually switch from the Standard Repayment Plan to another eligible federal repayment plan |
—
|
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 can usually switch from the Standard Repayment Plan to another eligible federal repayment plan | Statement: [Standard Repayment Plan, switchingPolicy, borrowers can usually switch from the Standard Repayment Plan to another eligible federal repayment plan]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: switchingPolicy Context triple: [Standard Repayment Plan, switchingPolicy, borrowers can usually switch from the Standard Repayment Plan to another eligible federal repayment plan]
-
A.
switching
chosen
Indicates changing from one state, option, or entity to another, replacing the original with a different one.
-
B.
changePolicy
Indicates that an entity modifies, replaces, or updates an existing policy governing rules, procedures, or behaviors.
-
C.
conversionPolicy
Indicates the rules or conditions that govern how one thing is converted or transformed into another.
-
D.
integrationPolicy
Indicates the rules or strategy governing how separate components, systems, or processes are combined and made to work together.
-
E.
trackingPolicy
Indicates a relationship where one party defines or applies rules governing how another party’s activities, data, or movements are monitored and recorded.
- 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_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. |
Created at: April 17, 2026, 6:08 p.m.