Triple
T2820692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franschhoek |
E54800
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Cape Winelands District Municipality |
E270069
|
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: Cape Winelands District Municipality | Statement: [Franschhoek, locatedIn, Cape Winelands District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape Winelands District Municipality Context triple: [Franschhoek, locatedIn, Cape Winelands District Municipality]
-
A.
Cape Winelands District Municipality
chosen
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.
-
B.
Garden Route District Municipality
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.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Drakenstein Municipality
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.
-
E.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde6e85008190a08eb2bf8e393e7e |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afcea809e48190b22f25a3c8c1acdd |
completed | March 10, 2026, 7:56 a.m. |
Created at: March 6, 2026, 9:59 p.m.