Triple
T23513842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | paymentChangePolicy |
P69285
|
FINISHED |
| Object | payments generally do not change over time |
—
|
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: payments generally do not change over time | Statement: [Standard Repayment Plan, paymentChangePolicy, payments generally do not change over time]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: paymentChangePolicy Context triple: [Standard Repayment Plan, paymentChangePolicy, payments generally do not change over time]
-
A.
paymentChangePattern
chosen
Indicates a characteristic way in which payment amounts, timing, or methods vary or evolve over a period or across transactions.
-
B.
changePolicy
Indicates that an entity modifies, replaces, or updates an existing policy governing rules, procedures, or behaviors.
-
C.
currencyPolicy
Indicates a relationship where an authority or entity defines, regulates, or manages the rules and practices governing the use, value, and control of a currency.
-
D.
feePolicy
Indicates the rules or conditions that determine how fees are calculated, applied, or charged in a given context.
-
E.
subscriptionPolicy
Indicates the rules, terms, and conditions that govern how a subscription is obtained, used, renewed, or terminated between parties.
- 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.