Triple
T23513745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direct Unsubsidized Loan |
E572500
|
entity |
| Predicate | aggregateLimitDependsOn |
P101951
|
FINISHED |
| Object | undergraduate or graduate level |
—
|
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: undergraduate or graduate level | Statement: [Direct Unsubsidized Loan, aggregateLimitDependsOn, undergraduate or graduate level]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: aggregateLimitDependsOn Context triple: [Direct Unsubsidized Loan, aggregateLimitDependsOn, undergraduate or graduate level]
-
A.
orderDependentBound
Indicates that one entity’s value or behavior is constrained by another in a way that depends on the specific ordering or sequence in which they are considered or applied.
-
B.
amountDependsOn
chosen
Indicates that the quantity or magnitude of one entity is determined by, or varies as a function of, another entity.
-
C.
definesLimitOf
Indicates that one entity specifies or establishes the maximum or boundary condition applicable to another entity.
-
D.
distanceSupportDependsOn
Indicates that the level or type of support provided is contingent on the physical or relational distance between the involved entities.
-
E.
positionDependsOn
Indicates that the spatial or ordered position of one entity is determined or constrained by the position of another 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.