Triple
T9399227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Nkonyeni Local Municipality |
E226424
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | South Coast of KwaZulu-Natal |
E780777
|
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: South Coast of KwaZulu-Natal | Statement: [Ray Nkonyeni Local Municipality, locatedIn, South Coast of KwaZulu-Natal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Coast of KwaZulu-Natal Context triple: [Ray Nkonyeni Local Municipality, locatedIn, South Coast of KwaZulu-Natal]
-
A.
KwaZulu-Natal coastline
chosen
The KwaZulu-Natal coastline is a long, subtropical stretch of South Africa’s eastern shore along the Indian Ocean, known for its sandy beaches, warm waters, and rich marine biodiversity.
-
B.
Eastern Cape
Eastern Cape is a province in southeastern South Africa known for its diverse landscapes, Xhosa cultural heritage, and historic cities such as Port Elizabeth (Gqeberha) and East London.
-
C.
northern KwaZulu-Natal
Northern KwaZulu-Natal is a region in the northern part of South Africa’s KwaZulu-Natal province, known for its mix of industrial towns, rural communities, and rich natural and cultural heritage.
-
D.
South Coast region of Durban
The South Coast region of Durban is a predominantly suburban area south of the city center, encompassing communities like Chatsworth and known for its residential neighborhoods and coastal proximity.
-
E.
KwaZulu-Natal Midlands
The KwaZulu-Natal Midlands is a scenic, rural region of South Africa known for its rolling green hills, arts-and-crafts routes, country guesthouses, and rich Zulu and colonial heritage.
- 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_69ca843170f88190800a8ab2b5fc568e |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd51556fc08190b8ff8190a1485a3a |
completed | April 1, 2026, 5:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d10121f53c8190b4fe3ce0fe04aecc |
completed | April 4, 2026, 12:16 p.m. |
Created at: March 30, 2026, 7:46 p.m.