Triple
T13654011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bellville |
E326809
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Cape Flats hinterland |
E67345
|
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 Flats hinterland | Statement: [Bellville, region, Cape Flats hinterland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape Flats hinterland Context triple: [Bellville, region, Cape Flats hinterland]
-
A.
Cape Flats
chosen
The Cape Flats is a low-lying, sandy plain on the outskirts of Cape Town, South Africa, known for its dense townships, socio-economic challenges, and cultural diversity.
-
B.
Amajuba region
The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
-
C.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
-
D.
Tsitsikamma region
The Tsitsikamma region is a scenic coastal area along South Africa’s Garden Route, renowned for its indigenous forests, dramatic cliffs, and outdoor adventure activities.
-
E.
Breede Valley region
The Breede Valley region is a fertile agricultural area in South Africa’s Western Cape, known for its vineyards, fruit farming, and scenic river landscapes.
- 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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc60ace048190a4b92310ba272bd1 |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b03083c8190855a2a4ee44e4098 |
completed | May 3, 2026, 5:50 p.m. |
Created at: April 9, 2026, 9:52 p.m.