Triple
T8138955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantu Authorities Act |
E190040
|
entity |
| Predicate | aimedAtPopulation |
P17586
|
FINISHED |
| Object | Bantu-speaking peoples |
E186082
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Bantu-speaking peoples | Statement: [Bantu Authorities Act, aimedAtPopulation, Bantu-speaking peoples]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu-speaking peoples Context triple: [Bantu Authorities Act, aimedAtPopulation, Bantu-speaking peoples]
-
A.
Bantu peoples
chosen
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.
-
B.
Eastern Bantu
Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
-
C.
Nguni people
The Nguni people are a group of closely related Bantu-speaking ethnic communities of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, known for their rich cultural traditions and historical kingdoms.
-
D.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
-
E.
Sotho-Tswana peoples
The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69ca82bd9900819099477cdc2eb4244f |
elicitation | completed |
| NER | batch_69cb4403cd348190a66ca9ee70d750fb |
ner | completed |
| NED1 | batch_69ccbed2abb881908107fdc5a8092aab |
ned_source_triple | completed |
Created at: March 30, 2026, 5:35 p.m.