Triple

T16620288
Position Surface form Disambiguated ID Type / Status
Subject Cloncurry E403805 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Cloncurry
The Shire of Cloncurry is a rural local government area in north-west Queensland, Australia, centered on the historic mining town of Cloncurry.
E1306876 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 Cloncurry | Statement: [Cloncurry, localGovernmentArea, Shire of Cloncurry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Cloncurry
Context triple: [Cloncurry, localGovernmentArea, Shire of Cloncurry]
  • A. 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.
  • B. Shire of Mckinlay
    The Shire of McKinlay is a sparsely populated local government area in north-west Queensland, Australia, known for its cattle grazing, mining activities, and administrative centre at the town of Julia Creek.
  • C. Shire of Roebourne
    The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
  • D. Shire of Carpentaria
    The Shire of Carpentaria is a remote local government area in north-west Queensland, Australia, encompassing the town of Normanton and surrounding Gulf of Carpentaria communities and pastoral lands.
  • E. Shire of Chinchilla
    The Shire of Chinchilla was a former local government area in Queensland, Australia, that administered the rural town of Chinchilla and its surrounding district before being amalgamated into a larger regional council.
  • 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 Cloncurry
Triple: [Cloncurry, localGovernmentArea, Shire of Cloncurry]
Generated description
The Shire of Cloncurry is a rural local government area in north-west Queensland, Australia, centered on the historic mining town of Cloncurry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Cloncurry
Target entity description: The Shire of Cloncurry is a rural local government area in north-west Queensland, Australia, centered on the historic mining town of Cloncurry.
  • A. 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.
  • B. Shire of Mckinlay
    The Shire of McKinlay is a sparsely populated local government area in north-west Queensland, Australia, known for its cattle grazing, mining activities, and administrative centre at the town of Julia Creek.
  • C. Shire of Roebourne
    The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
  • D. Shire of Carpentaria
    The Shire of Carpentaria is a remote local government area in north-west Queensland, Australia, encompassing the town of Normanton and surrounding Gulf of Carpentaria communities and pastoral lands.
  • E. Shire of Chinchilla
    The Shire of Chinchilla was a former local government area in Queensland, Australia, that administered the rural town of Chinchilla and its surrounding district before being amalgamated into a larger regional council.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754d6b4c81908eab5210c386ea15 completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c1f2ac48190be5990748207819a completed May 12, 2026, 7:14 p.m.
NEDg Description generation batch_6a037e34ca8c81909bdaa64d3777ffb7 completed May 12, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_6a037ea9aa208190b82e32b47d04a417 completed May 12, 2026, 7:25 p.m.
Created at: April 10, 2026, 5:17 a.m.