Makhuwa languages
E353073
The Makhuwa languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
All labels observed (11)
| Label | Occurrences |
|---|---|
| Makhuwa language | 11 |
| Makhuwa languages canonical | 4 |
| Makhuwa-Meetto language | 2 |
| Makhuwa-Shirima language | 2 |
| Makhuwa–Lomwe languages | 2 |
| Lomwe language | 1 |
| Makhuwa language cluster | 1 |
| Makhuwa linguistic cluster | 1 |
| Makhuwa-Enahara language | 1 |
| Makhuwa-Marrevone language | 1 |
| Makhuwa-Moniga language | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T3356983 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makhuwa languages Context triple: [Makhuwa, subfamily, Makhuwa languages]
-
A.
Nguni languages
The Nguni languages are a group of closely related Bantu languages of southern Africa that include major tongues such as Zulu, Xhosa, Swati, and Ndebele.
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B.
Tswa–Ronga languages
The Tswa–Ronga languages are a closely related group of Bantu languages spoken primarily in southern Africa, including varieties such as Tsonga and Ronga.
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C.
Southern Bantu languages
Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
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D.
Khoe–Kwadi language family
The Khoe–Kwadi language family is a proposed grouping of southern African languages that links the Khoe languages with the extinct Kwadi language, suggesting a broader historical relationship among non-Bantu languages in the region.
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E.
Khoisan languages
Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
- 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: Makhuwa languages Target entity description: The Makhuwa languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
-
A.
Nguni languages
The Nguni languages are a group of closely related Bantu languages of southern Africa that include major tongues such as Zulu, Xhosa, Swati, and Ndebele.
-
B.
Tswa–Ronga languages
The Tswa–Ronga languages are a closely related group of Bantu languages spoken primarily in southern Africa, including varieties such as Tsonga and Ronga.
-
C.
Southern Bantu languages
Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
-
D.
Khoe–Kwadi language family
The Khoe–Kwadi language family is a proposed grouping of southern African languages that links the Khoe languages with the extinct Kwadi language, suggesting a broader historical relationship among non-Bantu languages in the region.
-
E.
Khoisan languages
Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
- F. None of above. chosen
Statements (52)
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Makhuwa languages Description of subject: The Makhuwa languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
Referenced by (27)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
subject linked to:
Echilómwe
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages
linked to: Makhuwa languages