Triple
T11196796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drakenstein Municipality |
E264943
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Drakenstein Municipal Council |
E264943
|
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: Drakenstein Municipal Council | Statement: [Drakenstein Municipality, governingBody, Drakenstein Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Drakenstein Municipal Council Context triple: [Drakenstein Municipality, governingBody, Drakenstein Municipal Council]
-
A.
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.
-
B.
Drakenstein Municipality
chosen
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
C.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
-
D.
City of Cape Town Council
The City of Cape Town Council is the elected municipal legislature responsible for making bylaws, setting policy, and overseeing governance in South Africa’s City of Cape Town metropolitan area.
-
E.
Cape Provincial Council
The Cape Provincial Council was the elected legislative body that governed South Africa’s former Cape Province under the country’s provincial system before its reorganization in 1994.
- 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8c082fc8190866c574f698b59ef |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4840640688190a5b3c36883b8fce8 |
completed | April 19, 2026, 7:28 a.m. |
Created at: April 8, 2026, 9:29 p.m.