Triple

T11370157
Position Surface form Disambiguated ID Type / Status
Subject Yolŋu languages E269319 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Wangurri
Wangurri is a Yolŋu Aboriginal Australian language variety spoken by the Wangurri people of northeast Arnhem Land in the Northern Territory.
 E925802 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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: Wangurri | Statement: [Yolŋu languages, hasNotableLanguage, Wangurri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wangurri
Context triple: [Yolŋu languages, hasNotableLanguage, Wangurri]
  • A. Wonnarua
    Wonnarua is an Aboriginal Australian people whose traditional lands lie in the Hunter Valley region of New South Wales.
  • B. Yemmerrawanne
    Yemmerrawanne was an Aboriginal Australian man from the Eora nation who, alongside Bennelong, was taken to England in the late 18th century as one of the first Indigenous Australians to visit Europe.
  • C. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • D. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • E. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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: Wangurri
Triple: [Yolŋu languages, hasNotableLanguage, Wangurri]
Generated description
Wangurri is a Yolŋu Aboriginal Australian language variety spoken by the Wangurri people of northeast Arnhem Land in the Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wangurri
Target entity description: Wangurri is a Yolŋu Aboriginal Australian language variety spoken by the Wangurri people of northeast Arnhem Land in the Northern Territory.
  • A. Wonnarua
    Wonnarua is an Aboriginal Australian people whose traditional lands lie in the Hunter Valley region of New South Wales.
  • B. Yemmerrawanne
    Yemmerrawanne was an Aboriginal Australian man from the Eora nation who, alongside Bennelong, was taken to England in the late 18th century as one of the first Indigenous Australians to visit Europe.
  • C. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • D. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • E. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea89e1148190b0ca29db9d7e2cbd completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d32db0d081908f5a8f6ca1357997 completed April 20, 2026, 7:18 a.m.
NEDg Description generation batch_69e5d5cac9108190b7756329bfa320d3 completed April 20, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69e5d7f238cc8190a1c2dd26bdc5ff77 completed April 20, 2026, 7:38 a.m.
Created at: April 8, 2026, 9:33 p.m.