Triple
T10405170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danny Williams |
E245243
|
entity |
| Predicate | ethnicity |
P194
|
FINISHED |
| Object | Cape Coloured |
E269805
|
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 Coloured | Statement: [Danny Williams, ethnicity, Cape Coloured]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape Coloured Context triple: [Danny Williams, ethnicity, Cape Coloured]
-
A.
Griqua people
The Griqua people are a mixed-race, Afrikaans-speaking community in South Africa with roots in Khoikhoi, European, and other ancestries, known for forming semi-independent polities during the 18th and 19th centuries.
-
B.
Black South African
Black South Africans are the majority population group in South Africa, encompassing diverse indigenous ethnic communities with distinct languages, cultures, and histories shaped by colonialism and apartheid.
-
C.
Afrikaners
Afrikaners are a South African ethnic group descended primarily from Dutch settlers, known for speaking Afrikaans and playing a central role in the country’s colonial and apartheid-era history.
-
D.
Coloured South African
chosen
Coloured South Africans are a multiracial ethnic group in South Africa with mixed ancestry, distinct cultural traditions, and historically significant communities, particularly in the Western Cape.
-
E.
Khoisan peoples
The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
- 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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9e78008819088f0ffba78471509 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbe721b48190a4fd0c1d839c580e |
completed | April 9, 2026, 7:20 p.m. |
Created at: April 6, 2026, 12:08 p.m.