Triple
T3056791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midrand |
E60499
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
UNISA Graduate School of Business Leadership
UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
|
E323448
|
NE FINISHED |
How this triple was built (4 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: UNISA Graduate School of Business Leadership | Statement: [Midrand, hasInstitution, UNISA Graduate School of Business Leadership]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNISA Graduate School of Business Leadership Context triple: [Midrand, hasInstitution, UNISA Graduate School of Business Leadership]
-
A.
Gordon Institute of Business Science
Gordon Institute of Business Science is a leading South African business school known for its MBA and executive education programmes.
-
B.
University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
-
C.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
-
D.
ICN Business School
ICN Business School is a French grande école and business school known for its management and business programs, with its historic roots and main campus in Nancy.
-
E.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: UNISA Graduate School of Business Leadership Triple: [Midrand, hasInstitution, UNISA Graduate School of Business Leadership]
Generated description
UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UNISA Graduate School of Business Leadership Target entity description: UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
-
A.
Gordon Institute of Business Science
Gordon Institute of Business Science is a leading South African business school known for its MBA and executive education programmes.
-
B.
University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
-
C.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
-
D.
ICN Business School
ICN Business School is a French grande école and business school known for its management and business programs, with its historic roots and main campus in Nancy.
-
E.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
- F. None of above. chosen
Provenance (5 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_69ad8578137c81908259dcb27c7d6d7c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9e13f16c81909e11ed1444c71151 |
completed | March 8, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef0671e48190a793f907cc211dd8 |
completed | March 11, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69b1efcf4da08190a9fd5fd88bba0358 |
completed | March 11, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f1ce72388190871884c99526057d |
completed | March 11, 2026, 10:50 p.m. |
Created at: March 8, 2026, 3:02 p.m.