Triple
T30689786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Business at Valparaiso University |
E781291
|
entity |
| Predicate | hasCurricularEmphasis |
P182244
|
FINISHED |
| Object | liberal arts foundation |
—
|
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: liberal arts foundation | Statement: [College of Business at Valparaiso University, hasCurricularEmphasis, liberal arts foundation]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCurricularEmphasis Context triple: [College of Business at Valparaiso University, hasCurricularEmphasis, liberal arts foundation]
-
A.
usesCurriculumEmphasis
chosen
Indicates that one entity applies or adopts a particular curriculum emphasis in its educational or instructional practices.
-
B.
hasUndergraduateFocus
Indicates that an educational program, department, or institution is primarily oriented toward undergraduate-level study or specialization.
-
C.
hasMajorConcentrationIn
Indicates that an academic program, degree, or student’s primary field of study is focused in a specified subject area or discipline.
-
D.
disciplinaryEmphasis
Indicates the primary academic or professional discipline that is emphasized or focused on within a given context.
-
E.
hasCurricularStructure
Indicates that an educational program or course is organized according to a defined curricular framework or structure.
- 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_69f224a92f54819095499b4d32bd5134 |
completed | April 29, 2026, 3:32 p.m. |
| NER | Named-entity recognition | batch_69fcf36d2894819089b7db8e91b63c9d |
completed | May 7, 2026, 8:17 p.m. |
| PD | Predicate disambiguation | batch_69fcf25c0a108190bfa823474098640b |
completed | May 7, 2026, 8:13 p.m. |
Created at: April 29, 2026, 8:33 p.m.