Triple

T9560880
Position Surface form Disambiguated ID Type / Status
Subject Yawuru E230667 entity
Predicate languageFamily P1047 FINISHED
Object Nyulnyulan languages
The Nyulnyulan languages are a small family of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
 E809689 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: Nyulnyulan languages | Statement: [Yawuru, languageFamily, Nyulnyulan languages]

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: Nyulnyulan languages
Context triple: [Yawuru, languageFamily, Nyulnyulan languages]
  • A. Nyungic languages
    Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
  • B. Yapen languages
    The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
  • C. Malakula languages
    The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
  • D. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • E. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • 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: Nyulnyulan languages
Target entity description: The Nyulnyulan languages are a small family of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.
  • A. Nyungic languages
    Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
  • B. Yapen languages
    The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
  • C. Malakula languages
    The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
  • D. Kunama languages
    The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
  • E. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nyulnyulan languages
Triple: [Yawuru, languageFamily, Nyulnyulan languages]
Generated description
The Nyulnyulan languages are a small family of Indigenous Australian languages traditionally spoken in the Kimberley region of Western Australia.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca847e53a88190a60eed7e02257f10 elicitation completed
NER batch_69cd994bde0c8190afcba5cb8fa8b984 ner completed
NED1 batch_69d17900ae2c819087a83f6c74a59afc ned_source_triple completed
NED2 batch_69d17a769b608190b49ad82b35cf1b44 ned_description completed
NEDg batch_69d179c6e8e88190a9d359bfef3cc851 nedg completed
Created at: March 30, 2026, 8:03 p.m.