Triple
T11389870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coloured South Africans |
E269805
|
entity |
| Predicate | heritage |
P1494
|
FINISHED |
| Object | Cape Flats communities |
E337549
|
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 communities | Statement: [Coloured South Africans, heritage, Cape Flats communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape Flats communities Context triple: [Coloured South Africans, heritage, Cape Flats communities]
-
A.
Sophiatown
Sophiatown was a vibrant, historically significant multiracial suburb of Johannesburg, South Africa, known for its rich cultural and political life before its destruction under apartheid-era forced removals.
-
B.
Soweto
Soweto is a historically significant township in Johannesburg, South Africa, known for its central role in the struggle against apartheid and its rich urban culture.
-
C.
District Six
District Six is a former inner-city residential area of Cape Town, South Africa, best known for the forced removal of its largely non-white community under apartheid and its enduring legacy as a symbol of displacement and social injustice.
-
D.
Mitchells Plain
chosen
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.
-
E.
District Six residents in Cape Town
District Six residents in Cape Town were a diverse, predominantly non-white urban community that was forcibly removed and displaced under apartheid-era policies.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d800160a1c81909d115bf89fe54a49 |
completed | April 9, 2026, 7:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58c672da48190affacc0f19ef0c7a |
completed | April 20, 2026, 2:16 a.m. |
Created at: April 8, 2026, 9:34 p.m.