Triple
T23287667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mbombela Local Municipality |
E589933
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Mbombela Local Municipality Council |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mbombela Local Municipality Council | Statement: [Mbombela Local Municipality, governingBody, Mbombela Local Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbombela Local Municipality Council Context triple: [Mbombela Local Municipality, governingBody, Mbombela Local Municipality Council]
-
A.
Mbombela Local Municipality
Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
-
B.
Inxuba Yethemba Local Municipality Council
The Inxuba Yethemba Local Municipality Council is the elected local government body responsible for municipal administration and service delivery in the Inxuba Yethemba area of South Africa’s Eastern Cape, including the town of Cradock.
-
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.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
E.
Mogale City Local Municipality Council
The Mogale City Local Municipality Council is the elected municipal governing body responsible for local governance and service delivery in the Mogale City area, which includes Krugersdorp in Gauteng, South Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mbombela Local Municipality Council Target entity description: The Mbombela Local Municipality Council is the elected legislative and decision-making body responsible for setting policies, passing by-laws, and overseeing governance in the Mbombela Local Municipality in South Africa.
-
A.
Mbombela Local Municipality
chosen
Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
-
B.
Inxuba Yethemba Local Municipality Council
The Inxuba Yethemba Local Municipality Council is the elected local government body responsible for municipal administration and service delivery in the Inxuba Yethemba area of South Africa’s Eastern Cape, including the town of Cradock.
-
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.
Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
-
E.
Mogale City Local Municipality Council
The Mogale City Local Municipality Council is the elected municipal governing body responsible for local governance and service delivery in the Mogale City area, which includes Krugersdorp in Gauteng, South Africa.
- F. None of above.
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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19648842c81909756be4bc06b3a45 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 5 p.m.