Triple

T5601295
Position Surface form Disambiguated ID Type / Status
Subject Aurukun E147125 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Aurukun
The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
 E533695 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: Shire of Aurukun | Statement: [Aurukun, localGovernmentArea, Shire of Aurukun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shire of Aurukun
Context triple: [Aurukun, localGovernmentArea, Shire of Aurukun]
  • A. Woorabinda Aboriginal Shire
    Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
  • B. Shire of Ngaanyatjarraku
    The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
  • C. Shire of Broome
    The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
  • D. Ngaanyatjarra
    Ngaanyatjarra is an Aboriginal Australian people and language group from the Western Desert region of central Australia.
  • E. Shire of Livingstone
    The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
  • 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: Shire of Aurukun
Triple: [Aurukun, localGovernmentArea, Shire of Aurukun]
Generated description
The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shire of Aurukun
Target entity description: The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
  • A. Woorabinda Aboriginal Shire
    Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
  • B. Shire of Ngaanyatjarraku
    The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
  • C. Shire of Broome
    The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
  • D. Ngaanyatjarra
    Ngaanyatjarra is an Aboriginal Australian people and language group from the Western Desert region of central Australia.
  • E. Shire of Livingstone
    The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
  • 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020da519c81908626b243e40db263 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02873b1dc8190b11a6c069f3e4f7e completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c035f54f6c8190badbfd800012c399 completed March 22, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69c036f0edb48190bfa74f7f2c9d9ab1 completed March 22, 2026, 6:37 p.m.
Created at: March 22, 2026, 3:39 p.m.