Triple
T9582058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uThukela District Municipality |
E231195
|
entity |
| Predicate | hasGoverningBody |
P760
|
FINISHED |
| Object | uThukela District Municipality Council |
E231195
|
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: uThukela District Municipality Council | Statement: [uThukela District Municipality, hasGoverningBody, uThukela District Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uThukela District Municipality Council Context triple: [uThukela District Municipality, hasGoverningBody, uThukela District Municipality Council]
-
A.
uThukela District Municipality
chosen
uThukela District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing several towns and rural areas including the regional center of Ladysmith.
-
B.
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.
-
C.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
D.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
E.
Msunduzi Local Municipality Council
The Msunduzi Local Municipality Council is the elected local government body responsible for municipal governance, service delivery, and policy-making in the city of Pietermaritzburg and its surrounding areas in South Africa.
- 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_69ca848161688190a68d514a0a9d5129 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99cd59008190888eb11f00f61994 |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1616a11688190ba47343e4fd913fd |
completed | April 4, 2026, 7:07 p.m. |
Created at: March 30, 2026, 8:05 p.m.