Triple
T23038271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Botshabelo |
E573666
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | Mangaung Metropolitan Municipality Council |
—
|
NE NERFINISHED |
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: Mangaung Metropolitan Municipality Council | Statement: [Botshabelo, governedBy, Mangaung Metropolitan Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mangaung Metropolitan Municipality Council Context triple: [Botshabelo, governedBy, Mangaung Metropolitan Municipality Council]
-
A.
Ekurhuleni Metropolitan Municipality Council
The Ekurhuleni Metropolitan Municipality Council is the elected local government body responsible for administering and making policy decisions for the Ekurhuleni metropolitan area in Gauteng, South Africa.
-
B.
Dr Beyers Naudé Local Municipality
Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
-
C.
Elias Motsoaledi Local Municipality
Elias Motsoaledi Local Municipality is a local government area in the Limpopo province of South Africa, named in honor of anti-apartheid activist Elias Motsoaledi.
-
D.
Mangaung Metropolitan Municipality
chosen
Mangaung Metropolitan Municipality is a local government area in South Africa’s Free State province that includes the city of Bloemfontein and its surrounding towns and settlements.
-
E.
Moses Kotane Local Municipality
Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b911188190bc3d96326c847969 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f185111f0881908991fcd6cdc7db9f |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:53 p.m.