Triple
T23123065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PLUS Loan |
E576951
|
entity |
| Predicate | mayRequireEndorser |
P33655
|
FINISHED |
| Object | if borrower has 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: if borrower has adverse credit history | Statement: [PLUS Loan, mayRequireEndorser, if borrower has adverse credit history]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mayRequireEndorser Context triple: [PLUS Loan, mayRequireEndorser, if borrower has adverse credit history]
-
A.
hasEndorser
Indicates that one entity supports, approves, or publicly backs another entity, typically lending it credibility or validation.
-
B.
primaryEndorser
Indicates that an entity serves as the main or principal supporter, recommender, or approver of another entity or action.
-
C.
mayRequireCertification
Indicates that performing or engaging in the referenced action or relationship might necessitate obtaining a formal certification or credential.
-
D.
mayRequireAdditionalStep
chosen
Indicates that performing one action, process, or condition can necessitate an extra step beyond the standard or initial sequence.
-
E.
noticeSignatoriesRequirement
Indicates that a notice must be provided to, or acknowledged by, the required signatories.
- 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.