Triple
T23513845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standard Repayment Plan |
E572502
|
entity |
| Predicate | incomeRequirement |
P152672
|
FINISHED |
| Object | does not require income documentation |
—
|
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: does not require income documentation | Statement: [Standard Repayment Plan, incomeRequirement, does not require income documentation]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: incomeRequirement Context triple: [Standard Repayment Plan, incomeRequirement, does not require income documentation]
-
A.
incomeLimit
Indicates a specified maximum income threshold that must not be exceeded for a condition, eligibility, or rule to apply.
-
B.
requiresEarnedIncome
Indicates that something is conditional upon an individual or entity having earned income, such as wages or salary, in order to qualify or apply.
-
C.
incomeTargetingRequirement
Indicates that a condition or rule specifies required income levels or ranges that must be met for eligibility or targeting purposes.
-
D.
borrowerRequirement
Indicates that certain conditions or qualifications must be met by a borrower in order to be eligible for a loan or credit arrangement.
-
E.
densityRequirement
Indicates that there is a specified minimum or target density that must be met or maintained in the relationship between the related entities.
- F. None of above. chosen
Provenance (4 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. |
| PDg | Predicate description generation | batch_69f0bd4a0e408190ad8916faf23562d9 |
completed | April 28, 2026, 1:59 p.m. |
Created at: April 17, 2026, 6:08 p.m.