Triple
T23493987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batwa |
E571651
|
entity |
| Predicate | recognizedAs |
P310
|
FINISHED |
| Object | Indigenous peoples of Africa |
—
|
NE NERFINISHED |
How this triple was built (3 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: Indigenous peoples of Africa | Statement: [Batwa, recognizedAs, Indigenous peoples of Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of Africa Context triple: [Batwa, recognizedAs, Indigenous peoples of Africa]
-
A.
African peoples
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
-
B.
San peoples
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
-
C.
West Africans
West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
-
D.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
E.
Grassfields peoples
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of Africa Target entity description: Indigenous peoples of Africa are the original, culturally distinct communities of the continent, often maintaining traditional livelihoods, languages, and spiritual ties to ancestral lands while facing historical marginalization and contemporary struggles for rights and recognition.
-
A.
African peoples
chosen
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
-
B.
San peoples
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
-
C.
West Africans
West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
-
D.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
E.
Grassfields peoples
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
- F. None of above.
Provenance (2 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_69e245b4829881909b77a70e942bbd54 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a7de1ab88190b6c2441c63a99713 |
completed | April 29, 2026, 6:40 a.m. |
Created at: April 17, 2026, 6:05 p.m.