Triple
T11425860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klerksdorp |
E270746
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Dr Kenneth Kaunda District Municipality |
E266506
|
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: Dr Kenneth Kaunda District Municipality | Statement: [Klerksdorp, partOf, Dr Kenneth Kaunda District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr Kenneth Kaunda District Municipality Context triple: [Klerksdorp, partOf, Dr Kenneth Kaunda District Municipality]
-
A.
Dr Kenneth Kaunda District
chosen
Dr Kenneth Kaunda District is an administrative district in South Africa’s North West province, named after Zambia’s first president, Kenneth Kaunda.
-
B.
Gert Sibande District Municipality
Gert Sibande District Municipality is an administrative district in the Mpumalanga province of South Africa, known for its agricultural and coal-mining economy and encompassing towns such as Standerton, Ermelo, and Secunda.
-
C.
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.
-
D.
Alfred Nzo District Municipality
Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and communities.
-
E.
Insiza District
Insiza District is a rural administrative district in Zimbabwe’s Matabeleland South Province, known for its mining and agricultural activities.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806be9c2c819084da13101cbb6c81 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8c8e1988190aba5a2536dbb37cf |
completed | April 20, 2026, 5:25 a.m. |
Created at: April 8, 2026, 9:35 p.m.