Triple

T19287381
Position Surface form Disambiguated ID Type / Status
Subject Yugambeh people E482348 entity
Predicate isPartOf P10 FINISHED
Object Yugambeh–Bundjalung nations
The Yugambeh–Bundjalung nations are a group of closely related Aboriginal Australian peoples and language communities traditionally located in southeastern Queensland and northeastern New South Wales.
E278475 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: Yugambeh–Bundjalung nations | Statement: [Yugambeh people, isPartOf, Yugambeh–Bundjalung nations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yugambeh–Bundjalung nations
Context triple: [Yugambeh people, isPartOf, Yugambeh–Bundjalung nations]
  • A. Bundjalung people
    The Bundjalung people are an Aboriginal Australian group traditionally associated with the northern coastal and inland regions of New South Wales and southeastern Queensland, known for their distinct language and rich cultural heritage.
  • B. Wonnaruah people
    The Wonnaruah people are an Aboriginal Australian group traditionally associated with the Hunter Valley region of New South Wales.
  • C. Darkinjung people
    The Darkinjung people are an Aboriginal Australian group whose ancestral lands encompass much of the New South Wales Central Coast region.
  • D. Dharawal people
    The Dharawal people are an Aboriginal Australian group whose traditional lands encompass parts of coastal New South Wales, including the Illawarra region, with a rich cultural heritage, language, and enduring connection to Country.
  • E. 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.
  • 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: Yugambeh–Bundjalung nations
Triple: [Yugambeh people, isPartOf, Yugambeh–Bundjalung nations]
Generated description
The Yugambeh–Bundjalung nations are a group of closely related Aboriginal Australian peoples and language communities traditionally located in southeastern Queensland and northeastern New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yugambeh–Bundjalung nations
Target entity description: The Yugambeh–Bundjalung nations are a group of closely related Aboriginal Australian peoples and language communities traditionally located in southeastern Queensland and northeastern New South Wales.
  • A. Bundjalung people chosen
    The Bundjalung people are an Aboriginal Australian group traditionally associated with the northern coastal and inland regions of New South Wales and southeastern Queensland, known for their distinct language and rich cultural heritage.
  • B. Wonnaruah people
    The Wonnaruah people are an Aboriginal Australian group traditionally associated with the Hunter Valley region of New South Wales.
  • C. Darkinjung people
    The Darkinjung people are an Aboriginal Australian group whose ancestral lands encompass much of the New South Wales Central Coast region.
  • D. Dharawal people
    The Dharawal people are an Aboriginal Australian group whose traditional lands encompass parts of coastal New South Wales, including the Illawarra region, with a rich cultural heritage, language, and enduring connection to Country.
  • E. 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.
  • F. None of above.

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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc032f108190a89e47d1458f3f55 completed April 20, 2026, 10:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a071bd02ad48190b6115695a19ecb42 completed May 15, 2026, 1:12 p.m.
NEDg Description generation batch_6a071c49618c8190ab31476bcc5aab10 completed May 15, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_6a071cb4a8d0819087747464bb88e459 completed May 15, 2026, 1:16 p.m.
Created at: April 10, 2026, 1:30 p.m.