Triple

T14243634
Position Surface form Disambiguated ID Type / Status
Subject Makhuwa languages E353073 entity
Predicate hasMember P10 FINISHED
Object Naharra language
The Naharra language is a Bantu language variety belonging to the Makhuwa group, spoken by communities in northern Mozambique.
 E1088420 NE FINISHED

Disambiguation candidates (2 decisions)

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: Naharra language
Context triple: [Makhuwa languages, hasMember, Naharra language]
  • A. Nafara language
    The Nafara language is a Senufo language spoken in parts of West Africa, primarily by the Nafara people in Côte d’Ivoire.
  • B. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • C. Lundayeh language
    The Lundayeh language is an Austronesian language spoken by the Lundayeh (Lun Bawang) people of northern Borneo, primarily in parts of Malaysia and Indonesia.
  • D. Abu Arapesh language
    The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
  • E. Nawdm language
    The Nawdm language is a Gur language spoken primarily by the Nawda (Nawdm) people in parts of northern Togo and neighboring regions of West 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: Naharra language
Target entity description: The Naharra language is a Bantu language variety belonging to the Makhuwa group, spoken by communities in northern Mozambique.
  • A. Nafara language
    The Nafara language is a Senufo language spoken in parts of West Africa, primarily by the Nafara people in Côte d’Ivoire.
  • B. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • C. Lundayeh language
    The Lundayeh language is an Austronesian language spoken by the Lundayeh (Lun Bawang) people of northern Borneo, primarily in parts of Malaysia and Indonesia.
  • D. Abu Arapesh language
    The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
  • E. Nawdm language
    The Nawdm language is a Gur language spoken primarily by the Nawda (Nawdm) people in parts of northern Togo and neighboring regions of West Africa.
  • F. None of above. chosen

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d8278adc7c8190a9218d69bce3c4e6 elicitation completed
NER batch_69de6245d6a481909ef665748cd4d64c ner completed
NED1 batch_69fd28235880819094f5983cce01b0fc ned_source_triple completed
NED2 batch_69fd2cf1a1248190a97644dadf1717bc ned_description completed
NEDg batch_69fd2b2363f881909e04edd850166dd5 nedg completed
Created at: April 10, 2026, 1:08 a.m.