Triple
T23561936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Campus (Nelson Mandela University) |
E579264
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Gqeberha, Eastern Cape, South Africa |
E583281
|
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: Gqeberha, Eastern Cape, South Africa | Statement: [South Campus (Nelson Mandela University), locatedIn, Gqeberha, Eastern Cape, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gqeberha, Eastern Cape, South Africa Context triple: [South Campus (Nelson Mandela University), locatedIn, Gqeberha, Eastern Cape, South Africa]
-
A.
Qunu, Eastern Cape, South Africa
Qunu, in South Africa’s Eastern Cape province, is a rural village best known as the childhood home and final resting place of Nelson Mandela.
-
B.
Gqeberha
chosen
Gqeberha is a major coastal city in South Africa’s Eastern Cape, known as an important industrial, commercial, and port hub.
-
C.
Saldanha, South Africa
Saldanha is a coastal town on South Africa’s west coast, known for its natural deep-water harbor, fishing industry, and role as a key port and industrial hub.
-
D.
Germiston, South Africa
Germiston, South Africa is an industrial city in the East Rand region of Gauteng, historically known for its gold mining and manufacturing sectors.
-
E.
Prince Albert, Western Cape
Prince Albert, Western Cape is a small historic town in South Africa’s Karoo region, known for its well-preserved Cape Dutch architecture, olive and fruit farming, and proximity to the Swartberg Pass.
- 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_69e245fe24588190888f3aec8407d8e3 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1af68cddc8190ab9d0b7ee1f157ed |
completed | April 29, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf6d367c81908469168fcff80c31 |
completed | May 19, 2026, 10:08 p.m. |
Created at: April 17, 2026, 6:20 p.m.