Triple
T19847742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baza |
E476914
|
entity |
| Predicate | ethnolinguisticGroup |
P3349
|
FINISHED |
| Object | Nilo-Saharan peoples |
—
|
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: Nilo-Saharan peoples | Statement: [Baza, ethnolinguisticGroup, Nilo-Saharan peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan peoples Context triple: [Baza, ethnolinguisticGroup, Nilo-Saharan peoples]
-
A.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
B.
Central Chadic peoples
The Central Chadic peoples are a group of ethnolinguistic communities in the Lake Chad region who speak Central Chadic (Biu–Mandara) languages and share related cultural traditions.
-
C.
Nilo-Saharan languages
Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
-
D.
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.
-
E.
Asua people
The Asua people are an Indigenous Central African Pygmy group traditionally known as forest-dwelling hunter-gatherers with close cultural and economic ties to neighboring farming communities.
- 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: Nilo-Saharan peoples Target entity description: Nilo-Saharan peoples are a diverse collection of ethnic groups across central and eastern Africa who speak languages belonging to the proposed Nilo-Saharan language family.
-
A.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
B.
Central Chadic peoples
The Central Chadic peoples are a group of ethnolinguistic communities in the Lake Chad region who speak Central Chadic (Biu–Mandara) languages and share related cultural traditions.
-
C.
Nilo-Saharan languages
Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
-
D.
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.
-
E.
Asua people
The Asua people are an Indigenous Central African Pygmy group traditionally known as forest-dwelling hunter-gatherers with close cultural and economic ties to neighboring farming communities.
- F. None of above. chosen
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_69d8e51d39d081909bcfafeaaf3d2fcc |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6580ba4948190a3260f23d011cc36 |
completed | April 20, 2026, 4:44 p.m. |
Created at: April 10, 2026, 1:51 p.m.