Triple
T9121326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMgungundlovu District Municipality |
E218855
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | University of KwaZulu-Natal (Pietermaritzburg campus) |
E468037
|
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: University of KwaZulu-Natal (Pietermaritzburg campus) | Statement: [uMgungundlovu District Municipality, hasHigherEducationInstitution, University of KwaZulu-Natal (Pietermaritzburg campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of KwaZulu-Natal (Pietermaritzburg campus) Context triple: [uMgungundlovu District Municipality, hasHigherEducationInstitution, University of KwaZulu-Natal (Pietermaritzburg campus)]
-
A.
University of KwaZulu-Natal
The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
-
B.
Pietermaritzburg Campus
chosen
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.
University of Durban-Westville
The University of Durban-Westville was a South African higher education institution in Durban known for serving predominantly Indian students during apartheid and later merging into the University of KwaZulu-Natal.
-
D.
Rhodes University
Rhodes University is a public research university in Makhanda (Grahamstown), South Africa, known for its strong humanities, journalism, and science programs.
-
E.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
- 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_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
Created at: March 30, 2026, 7:17 p.m.