Triple
T22893032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of South Africa |
E568091
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object | Graduate School of Business Leadership |
—
|
NE NERFINISHED |
How this triple was built (3 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: Graduate School of Business Leadership | Statement: [University of South Africa, hasCollege, Graduate School of Business Leadership]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Leadership Context triple: [University of South Africa, hasCollege, Graduate School of Business Leadership]
-
A.
School of Business and Leadership
The School of Business and Leadership is an academic division of Colorado Christian University that offers business and leadership-focused degree programs grounded in Christian values.
-
B.
School of Business and Leadership
The School of Business and Leadership is an academic division of Malone University offering undergraduate and graduate programs focused on business, management, and leadership development.
-
C.
School of Business and Leadership
The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
-
D.
School of Business & Leadership
The School of Business & Leadership is Regent University’s graduate division focused on developing ethically grounded, leadership-oriented professionals in business and organizational contexts.
-
E.
Graduate School of Business and Management
The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graduate School of Business Leadership Target entity description: The Graduate School of Business Leadership is the University of South Africa’s dedicated business school, offering advanced management and leadership education and research programs.
-
A.
School of Business and Leadership
The School of Business and Leadership is an academic division of Colorado Christian University that offers business and leadership-focused degree programs grounded in Christian values.
-
B.
School of Business and Leadership
The School of Business and Leadership is an academic division of Malone University offering undergraduate and graduate programs focused on business, management, and leadership development.
-
C.
School of Business and Leadership
The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
-
D.
School of Business & Leadership
The School of Business & Leadership is Regent University’s graduate division focused on developing ethically grounded, leadership-oriented professionals in business and organizational contexts.
-
E.
Graduate School of Business and Management
The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
- F. None of above. chosen
Provenance (2 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc66dbc81909b31c068d7f2c531 |
completed | April 29, 2026, 3:49 a.m. |
Created at: April 17, 2026, 3:40 p.m.