Triple

T20463200
Position Surface form Disambiguated ID Type / Status
Subject Halls Gap E501978 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Northern Grampians — NE NERFINISHED

How this triple was built (3 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 Northern Grampians | Statement: [Halls Gap, localGovernmentArea, Shire of Northern Grampians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shire of Northern Grampians
Context triple: [Halls Gap, localGovernmentArea, Shire of Northern Grampians]
  • A. Shire of Southern Grampians
    The Shire of Southern Grampians is a local government area in western Victoria, Australia, centered on the regional city of Hamilton and encompassing rural communities and parts of the Grampians region.
  • B. Shire of Campaspe
    The Shire of Campaspe is a local government area in northern Victoria, Australia, centered on the Murray River town of Echuca and encompassing a mix of rural communities and agricultural land.
  • C. Shire of Colac Otway
    The Shire of Colac Otway is a local government area in southwestern Victoria, Australia, encompassing coastal towns, rural communities, and parts of the Otway Ranges.
  • D. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • E. Shire of Murray
    The Shire of Murray is a local government area in Western Australia that encompasses rural communities, natural bushland, and waterways along and around the lower reaches of the Murray River.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shire of Northern Grampians
Target entity description: The Shire of Northern Grampians is a local government area in western Victoria, Australia, encompassing rural communities and much of the Grampians (Gariwerd) National Park, including the tourist town of Halls Gap.
  • A. Shire of Southern Grampians
    The Shire of Southern Grampians is a local government area in western Victoria, Australia, centered on the regional city of Hamilton and encompassing rural communities and parts of the Grampians region.
  • B. Shire of Campaspe
    The Shire of Campaspe is a local government area in northern Victoria, Australia, centered on the Murray River town of Echuca and encompassing a mix of rural communities and agricultural land.
  • C. Shire of Colac Otway
    The Shire of Colac Otway is a local government area in southwestern Victoria, Australia, encompassing coastal towns, rural communities, and parts of the Otway Ranges.
  • D. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • E. Shire of Murray
    The Shire of Murray is a local government area in Western Australia that encompasses rural communities, natural bushland, and waterways along and around the lower reaches of the Murray River.
  • F. None of above. chosen

Provenance (2 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e696a88374819087e7b97c83074d2c completed April 20, 2026, 9:12 p.m.
Created at: April 16, 2026, 11:33 a.m.