Triple
T9121327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMgungundlovu District Municipality |
E218855
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Durban University of Technology (Pietermaritzburg campus) |
E105193
|
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: Durban University of Technology (Pietermaritzburg campus) | Statement: [uMgungundlovu District Municipality, hasHigherEducationInstitution, Durban University of Technology (Pietermaritzburg campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durban University of Technology (Pietermaritzburg campus) Context triple: [uMgungundlovu District Municipality, hasHigherEducationInstitution, Durban University of Technology (Pietermaritzburg campus)]
-
A.
Durban University of Technology
chosen
Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
-
B.
Pietermaritzburg Campus
Pietermaritzburg Campus is one of the main campuses of the University of KwaZulu-Natal, located in Pietermaritzburg, South Africa, and offering a range of academic programs and research facilities.
-
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.
Mbombela Campus
Mbombela Campus is a regional campus of the Tshwane University of Technology located in Mbombela, South Africa, offering a range of academic programs to students in the area.
-
E.
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.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b32ba88190b2b4406c7b905cca |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047c55a988190bf2dd63a0d0a2743 |
completed | April 3, 2026, 11:05 p.m. |
Created at: March 30, 2026, 7:17 p.m.