Triple
T38410940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bakwena |
E901472
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Tswana-speaking people |
C7545
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: Tswana-speaking people Context triple: [Bakwena, instanceOf, Tswana-speaking people]
-
A.
Bantu people
chosen
The Bantu people are a large, diverse group of African ethnic communities linked by related Bantu languages and shared historical origins in central and western Africa, whose migrations significantly shaped the continent’s cultural, linguistic, and demographic landscape.
-
B.
Khoisan people
The Khoisan people are indigenous ethnic groups of Southern Africa, traditionally hunter-gatherers and pastoralists, known for their distinct click languages, rich cultural heritage, and deep historical roots in the region.
-
C.
Chadic-speaking people
Chadic-speaking people are ethnolinguistic groups in Central and West Africa who speak languages of the Chadic branch of the Afroasiatic family, including Hausa and numerous smaller languages.
-
D.
Central Khoisan language
A Central Khoisan language is a member of the Khoisan language family spoken primarily in central southern Africa, characterized by extensive use of click consonants and complex phonological systems.
-
E.
Gbe-speaking people
Gbe-speaking people are a culturally related group of West African ethnic communities, primarily in present-day Ghana, Togo, Benin, and Nigeria, who share closely related Gbe languages and intertwined historical, religious, and social traditions.
- F. None of above.
Provenance (1 batch)
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_69f76e61e79c81908b787d83b46ab92b |
completed | May 3, 2026, 3:48 p.m. |
Created at: May 3, 2026, 4:31 p.m.