Triple

T15291117
Position Surface form Disambiguated ID Type / Status
Subject Kalaw Lagaw Ya E365528 entity
Predicate hasLoanwordsFrom P506 FINISHED
Object Papuan languages
Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
 E1151277 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: Papuan languages
Context triple: [Kalaw Lagaw Ya, hasLoanwordsFrom, Papuan languages]
  • A. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • B. East Papuan languages
    East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
  • C. Trans–New Guinea languages
    The Trans–New Guinea languages are a vast and diverse family of Papuan languages spoken primarily across the highlands and interior regions of New Guinea and neighboring islands.
  • D. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • E. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • 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: Papuan languages
Target entity description: Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
  • A. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • B. East Papuan languages
    East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
  • C. Trans–New Guinea languages
    The Trans–New Guinea languages are a vast and diverse family of Papuan languages spoken primarily across the highlands and interior regions of New Guinea and neighboring islands.
  • D. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • E. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • F. None of above. chosen

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d85a103d9081908c1ea6c4c73ac8e3 elicitation completed
NER batch_69e03680b60c8190a3ea54a9d34c8105 ner completed
NED1 batch_69ff01e2a03c81909ab24d4ed2b54698 ned_source_triple completed
NED2 batch_69ff036153588190ae46fcde257eb3cb ned_description completed
NEDg batch_69ff02a62dcc819087eddd2f0b4c29cb nedg completed
Created at: April 10, 2026, 3:15 a.m.