Triple
T23123041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLUS Loan |
E576951
|
entity |
| Predicate | borrowerMustBe |
P111831
|
FINISHED |
| Object | U.S. citizen or eligible noncitizen |
—
|
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: U.S. citizen or eligible noncitizen | Statement: [PLUS Loan, borrowerMustBe, U.S. citizen or eligible noncitizen]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borrowerMustBe Context triple: [PLUS Loan, borrowerMustBe, U.S. citizen or eligible noncitizen]
-
A.
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.
-
B.
eligibleBorrower
Indicates that an entity meets the required conditions to be allowed to borrow (e.g., money, items, or resources) under a given set of rules or policies.
-
C.
borrower
Indicates a relationship where one entity temporarily receives and uses something belonging to another entity, typically with the obligation to return it.
-
D.
isBorrowerOwned
Indicates that an entity is owned or controlled by its borrowers or customers, rather than by external shareholders or private owners.
-
E.
hasMajorBorrower
Indicates that an entity has another entity as a primary or principal borrower in a lending or credit relationship.
- 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.