Triple

T14243604
Position Surface form Disambiguated ID Type / Status
Subject Makhuwa languages E353073 entity
Predicate subclassOf P1244 FINISHED
Object Niger–Congo languages E8177 NE FINISHED

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: Niger–Congo languages
Context triple: [Makhuwa languages, subclassOf, Niger–Congo languages]
  • A. Niger–Congo languages chosen
    The Niger–Congo languages form one of the world’s largest language families, encompassing hundreds of related languages spoken across much of sub-Saharan Africa, including major groups like Bantu.
  • B. Benue–Congo languages
    The Benue–Congo languages are a large and diverse branch of African languages that include the widespread Bantu family and are spoken across much of sub-Saharan Africa.
  • C. Atlantic–Congo languages
    Atlantic–Congo languages are a major branch of the Niger–Congo language family, encompassing hundreds of related languages spoken widely across sub-Saharan Africa.
  • D. Proto–Benue–Congo language
    Proto–Benue–Congo language is the reconstructed common ancestor of the Benue–Congo branch of the Niger–Congo language family, hypothesized through comparative linguistic methods.
  • E. Proto-Niger–Congo
    Proto-Niger–Congo is the reconstructed common ancestor of the Niger–Congo language family, from which many languages across sub-Saharan Africa are believed to have descended.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 elicitation completed
NER batch_69de6245d6a481909ef665748cd4d64c ner completed
NED1 batch_69fe387a261c8190a9ac11d6e4e7b29c ned_source_triple completed
Created at: April 10, 2026, 1:08 a.m.