Triple
T17671931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Local Municipality |
E440540
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Garden Route District Municipality |
—
|
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: Garden Route District Municipality | Statement: [George Local Municipality, locatedIn, Garden Route District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Garden Route District Municipality Context triple: [George Local Municipality, locatedIn, Garden Route District Municipality]
-
A.
Garden Route District Municipality
chosen
Garden Route District Municipality is a local government area in South Africa’s Western Cape that administers several coastal and inland towns along the scenic Garden Route region.
-
B.
Cape Winelands District Municipality
Cape Winelands District Municipality is a local government area in South Africa’s Western Cape province, renowned for its historic towns, vineyards, and wine-producing valleys.
-
C.
Knysna Local Municipality
Knysna Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Knysna and known for its forests, lagoon, and tourism-driven economy.
-
D.
Overberg District
Overberg District is a coastal region in South Africa’s Western Cape province, known for its scenic landscapes, agriculture, and popular whale-watching towns like Hermanus.
-
E.
Central Karoo District Municipality
Central Karoo District Municipality is a sparsely populated local government region in the semi-arid Karoo heartland of South Africa’s Western Cape, known for its vast open landscapes and sheep farming.
- 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f69b11c8190b09add33f81776b3 |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 9:59 a.m.