Triple
T23513733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Direct Unsubsidized Loan |
E572500
|
entity |
| Predicate | capitalizationEffect |
P152668
|
FINISHED |
| Object | increases total cost of the loan |
—
|
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: increases total cost of the loan | Statement: [Direct Unsubsidized Loan, capitalizationEffect, increases total cost of the loan]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: capitalizationEffect Context triple: [Direct Unsubsidized Loan, capitalizationEffect, increases total cost of the loan]
-
A.
capitalizationPolicy
Indicates the rules or conventions governing how letters are capitalized in a given context (e.g., text, names, or identifiers).
-
B.
preferredCapitalization
Indicates the specific way a term’s letters should be capitalized when it is written or displayed.
-
C.
capitalizationSegment
Indicates a relationship where a text span is treated as a distinct segment for applying or analyzing capitalization patterns.
-
D.
isCapitalizationWeighted
Indicates that something is evaluated or adjusted based on the relative capitalization (size or value of capital) of its components.
-
E.
capitalizationRequirement
Indicates that a specified text element must follow a particular capitalization rule or standard.
- 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.