Triple
T8214855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ga-Rankuwa |
E191907
|
entity |
| Predicate | hasHigherEducationInstitutionNearby |
P6776
|
FINISHED |
| Object |
Sefako Makgatho Health Sciences University
Sefako Makgatho Health Sciences University is a South African public university specializing in health sciences education and research, located north of Pretoria.
|
E774989
|
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: Sefako Makgatho Health Sciences University | Statement: [Ga-Rankuwa, hasHigherEducationInstitutionNearby, Sefako Makgatho Health Sciences University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sefako Makgatho Health Sciences University Context triple: [Ga-Rankuwa, hasHigherEducationInstitutionNearby, Sefako Makgatho Health Sciences University]
-
A.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
-
B.
Walter Sisulu University
Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
-
C.
University of Venda
The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
-
D.
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.
-
E.
University of Fort Hare
The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
- 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: Sefako Makgatho Health Sciences University Triple: [Ga-Rankuwa, hasHigherEducationInstitutionNearby, Sefako Makgatho Health Sciences University]
Generated description
Sefako Makgatho Health Sciences University is a South African public university specializing in health sciences education and research, located north of Pretoria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sefako Makgatho Health Sciences University Target entity description: Sefako Makgatho Health Sciences University is a South African public university specializing in health sciences education and research, located north of Pretoria.
-
A.
Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
-
B.
Walter Sisulu University
Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
-
C.
University of Venda
The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
-
D.
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.
-
E.
University of Fort Hare
The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeace262881909dedeb1a07e95279 |
completed | April 3, 2026, 4:29 p.m. |
| NEDg | Description generation | batch_69cfec2bde708190b73c7672625e912d |
completed | April 3, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfee809b54819089d4d0d5c555e428 |
completed | April 3, 2026, 4:44 p.m. |
Created at: March 30, 2026, 5:44 p.m.