Triple
T22904609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tlokwa |
E568411
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Sotho–Tswana 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: Sotho–Tswana people Context triple: [Tlokwa, instanceOf, Sotho–Tswana people]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Bantu state
A Bantu state is a political entity historically or contemporarily governed by Bantu-speaking peoples, typically characterized by centralized authority, kinship-based social organization, and economies rooted in agriculture, herding, and regional trade.
-
E.
Fulani people
The Fulani people are a widely dispersed, traditionally pastoralist ethnic group of West Africa known for their rich cultural heritage, Islamic scholarship, and trans-Sahelian cattle herding.
- 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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
Created at: April 17, 2026, 3:41 p.m.