Triple

T12157129
Position Surface form Disambiguated ID Type / Status
Subject Simpson Desert E289601 entity
Predicate hasAboriginalLanguageGroups P46225 FINISHED
Object Wangkangurru people
The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
E1038157 NE FINISHED

How this triple was built (5 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: Wangkangurru people | Statement: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wangkangurru people
Context triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
  • A. Gumbaynggirr people
    The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
  • B. Nyulnyul people
    The Nyulnyul people are an Aboriginal Australian group traditionally from the Dampier Peninsula region of Western Australia, with distinct cultural, linguistic, and historical ties to neighboring coastal communities.
  • C. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • D. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • E. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • 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: Wangkangurru people
Triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
Generated description
The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wangkangurru people
Target entity description: The Wangkangurru people are an Aboriginal Australian group traditionally associated with the arid interior regions of central Australia, particularly around the Simpson Desert.
  • A. Gumbaynggirr people
    The Gumbaynggirr people are an Aboriginal Australian nation of the mid-north coast of New South Wales, known for their rich linguistic and cultural heritage and deep connection to coastal and forested lands.
  • B. Nyulnyul people
    The Nyulnyul people are an Aboriginal Australian group traditionally from the Dampier Peninsula region of Western Australia, with distinct cultural, linguistic, and historical ties to neighboring coastal communities.
  • C. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • D. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • E. Miriwoong people
    The Miriwoong people are an Aboriginal Australian group whose ancestral lands lie in the East Kimberley region of Western Australia and parts of the Northern Territory, with a distinct language and cultural traditions tied closely to their country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAboriginalLanguageGroups
Context triple: [Simpson Desert, hasAboriginalLanguageGroups, Wangkangurru people]
  • A. hasIndigenousLanguageFamily
    Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
  • B. hasIndigenousLanguageRegion
    Indicates that a region is associated with, or characterized by, the presence or use of one or more indigenous languages.
  • C. isRecognizedAsIndigenousLanguage
    Indicates that a language is officially acknowledged or accepted as belonging to an indigenous people or community.
  • D. isSpokenPrimarilyByTribalCommunities
    Indicates that a language is used mainly as the primary means of communication by tribal or indigenous communities.
  • E. ethnolinguisticGroups chosen
    Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
  • F. None of above.

Provenance (6 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d7109481908bf5fe512bba3c89 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7304d8ad08190bf444835cfca6205 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
PD Predicate disambiguation batch_69d9150c18148190bf8152189c0e5fca completed April 10, 2026, 3:19 p.m.
Created at: April 8, 2026, 9:50 p.m.