Triple
T8222849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soshanguve |
E192104
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | TUT Soshanguve South 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: TUT Soshanguve South Campus | Statement: [Soshanguve, hasHigherEducationInstitution, TUT Soshanguve South Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TUT Soshanguve South Campus Context triple: [Soshanguve, hasHigherEducationInstitution, TUT Soshanguve South Campus]
-
A.
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.
-
B.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
C.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
D.
Ga-Rankuwa Campus
Ga-Rankuwa Campus is one of the main campuses of the Tshwane University of Technology in South Africa, serving as a hub for various academic programs and student services.
-
E.
Soweto Campus
Soweto Campus is a University of Johannesburg campus located in Soweto, serving as a key higher-education hub for the surrounding community.
- 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_69cd34ca59ec8190b611681ec9dfd97f |
completed | April 1, 2026, 3:07 p.m. |
Created at: March 30, 2026, 5:45 p.m.