Triple
T8222847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soshanguve |
E192104
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Tshwane University of Technology Soshanguve Campus |
E197558
|
NE 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: Tshwane University of Technology Soshanguve Campus | Statement: [Soshanguve, hasHigherEducationInstitution, Tshwane University of Technology Soshanguve Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tshwane University of Technology Soshanguve Campus Context triple: [Soshanguve, hasHigherEducationInstitution, Tshwane University of Technology Soshanguve Campus]
-
A.
Tshwane University of Technology
Tshwane University of Technology is a large public university of technology in South Africa known for its career-focused programs and strong emphasis on applied research and vocational training.
-
B.
Polokwane Campus
Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
-
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.
Vaal University of Technology
Vaal University of Technology is a South African university of technology offering career-focused, technical and applied science programs to students from across the region.
-
E.
Soshanguve Campus
chosen
Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77cae2948190ae4507b75b5d5784 |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd94d541f08190adf1fe7020b3c39b |
completed | April 1, 2026, 9:57 p.m. |
Created at: March 30, 2026, 5:45 p.m.