Triple
T23513828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | paymentAmountCharacteristic |
P24625
|
FINISHED |
| Object | highest monthly payment among common federal repayment plans for the same debt and term |
—
|
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: highest monthly payment among common federal repayment plans for the same debt and term | Statement: [Standard Repayment Plan, paymentAmountCharacteristic, highest monthly payment among common federal repayment plans for the same debt and term]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: paymentAmountCharacteristic Context triple: [Standard Repayment Plan, paymentAmountCharacteristic, highest monthly payment among common federal repayment plans for the same debt and term]
-
A.
paymentAmount
chosen
Indicates the specific monetary value involved in a payment transaction between parties.
-
B.
billCharacteristic
Indicates that a bill possesses or is associated with a particular characteristic or attribute.
-
C.
downPaymentCharacteristic
Indicates characteristics or conditions associated with a required down payment in a transaction or agreement.
-
D.
loanCharacteristic
Indicates that a loan possesses a specific attribute, feature, or quality that characterizes its terms or structure.
-
E.
paidBy
Indicates that a payment or financial obligation is made or settled by the specified entity.
- 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.