Triple
T2611851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Krugersdorp |
E58791
|
entity |
| Predicate | municipality |
P852
|
FINISHED |
| Object | Mogale City Local Municipality |
E291752
|
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: Mogale City Local Municipality | Statement: [Krugersdorp, municipality, Mogale City Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mogale City Local Municipality Context triple: [Krugersdorp, municipality, Mogale City Local Municipality]
-
A.
Mogale City Local Municipality
chosen
Mogale City Local Municipality is a local government area in South Africa’s Gauteng province that encompasses Krugersdorp and surrounding towns on the West Rand.
-
B.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
C.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
D.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
E.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
- 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_69ab4ac444dc819099614e534dd6021f |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd87b24e48190ad1d4ce7e63c0f3e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbb123148190bca17d1b70fe5245 |
completed | March 10, 2026, 6:35 a.m. |
Created at: March 6, 2026, 9:50 p.m.