Triple
T6712666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle (KwaZulu-Natal) |
E153183
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Amajuba District |
E241597
|
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: Amajuba District | Statement: [Newcastle (KwaZulu-Natal), regionServed, Amajuba District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amajuba District Context triple: [Newcastle (KwaZulu-Natal), regionServed, Amajuba District]
-
A.
Ngaka Modiri Molema District
Ngaka Modiri Molema District is an administrative district municipality in South Africa’s North West province, centered around the city of Mahikeng and known for its mix of urban and rural communities.
-
B.
Amajuba region
The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
-
C.
Amajuba District Municipality
chosen
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
D.
Bojanala Platinum District
Bojanala Platinum District is an administrative district in South Africa’s North West province, known for its rich platinum mining industry and proximity to major tourist attractions like Sun City and Pilanesberg National Park.
-
E.
Amathole District Municipality
Amathole District Municipality is a local government district in South Africa’s Eastern Cape province, encompassing both inland rural areas and parts of the scenic southeastern coastline.
- 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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d121a92c8190a03f384a8aba84da |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70af8a8bc81908a04683dbf3d7793 |
completed | March 27, 2026, 10:55 p.m. |
Created at: March 27, 2026, 2:07 p.m.