Triple
T23123038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLUS Loan |
E576951
|
entity |
| Predicate | creditHistoryRequirement |
P111831
|
FINISHED |
| Object | no adverse credit history |
—
|
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: no adverse credit history | Statement: [PLUS Loan, creditHistoryRequirement, no adverse credit history]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: creditHistoryRequirement Context triple: [PLUS Loan, creditHistoryRequirement, no adverse credit history]
-
A.
typicalCreditRequirement
Indicates the usual or standard amount of credit that is generally required or expected in a given context.
-
B.
creditRequired
Indicates that a certain amount or type of credit must be obtained or possessed as a prerequisite for something (such as access, participation, or completion).
-
C.
borrowerRequirement
chosen
Indicates that certain conditions or qualifications must be met by a borrower in order to be eligible for a loan or credit arrangement.
-
D.
hasCreditRating
Indicates that an entity is assigned a formal assessment of its creditworthiness, typically expressed as a credit score or rating.
-
E.
creditCheckRequired
Indicates that a verification of an entity’s creditworthiness must be performed before proceeding with a related action or transaction.
- 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_69e245f6c2e881909a228fdcfeb7c7d3 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e517a0481909829a73fdf255d1c |
completed | April 29, 2026, 4:51 a.m. |
| PD | Predicate disambiguation | batch_69ef89f020588190b43393e048e7eda3 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 3:59 p.m.