Triple
T12635768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franschhoek |
E301759
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Stellenbosch Local Municipality |
E311723
|
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: Stellenbosch Local Municipality | Statement: [Franschhoek, locatedIn, Stellenbosch Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stellenbosch Local Municipality Context triple: [Franschhoek, locatedIn, Stellenbosch Local Municipality]
-
A.
Stellenbosch Local Municipality
chosen
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.
-
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.
Baviaans Local Municipality
Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
-
D.
Swartland Local Municipality
Swartland Local Municipality is a local government area in the Western Cape province of South Africa, known for its agricultural landscape and towns such as Malmesbury and Riebeek-Wes.
-
E.
Mossel Bay Local Municipality
Mossel Bay Local Municipality is a coastal local government area in South Africa’s Western Cape province, centered on the town of Mossel Bay and known for its tourism, fishing, and petrochemical industries.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96147f49c8190b701e1e27e207a95 |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc30fba90819096ea71152ed725e1 |
completed | May 6, 2026, 10:39 p.m. |
Created at: April 9, 2026, 5:16 p.m.