Triple

T11273145
Position Surface form Disambiguated ID Type / Status
Subject Derby, Western Australia E266863 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Derby–West Kimberley
The Shire of Derby–West Kimberley is a large local government area in Western Australia’s remote Kimberley region, encompassing the town of Derby and vast surrounding pastoral and Indigenous lands.
 E916844 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 Derby–West Kimberley | Statement: [Derby, Western Australia, localGovernmentArea, Shire of Derby–West Kimberley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shire of Derby–West Kimberley
Context triple: [Derby, Western Australia, localGovernmentArea, Shire of Derby–West Kimberley]
  • A. Shire of East Pilbara
    The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
  • B. Shire of Upper Gascoyne
    The Shire of Upper Gascoyne is a remote local government area in Western Australia known for its vast arid landscapes, pastoral stations, and very low population density.
  • 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. Shire of Coolgardie
    The Shire of Coolgardie is a local government area in Western Australia that encompasses historic gold-mining towns and communities in the Goldfields region.
  • E. Shire of Exmouth
    The Shire of Exmouth is a local government area in Western Australia that encompasses the town of Exmouth and the nearby Ningaloo Coast, a renowned marine and tourism region.
  • 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 Derby–West Kimberley
Triple: [Derby, Western Australia, localGovernmentArea, Shire of Derby–West Kimberley]
Generated description
The Shire of Derby–West Kimberley is a large local government area in Western Australia’s remote Kimberley region, encompassing the town of Derby and vast surrounding pastoral and Indigenous lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shire of Derby–West Kimberley
Target entity description: The Shire of Derby–West Kimberley is a large local government area in Western Australia’s remote Kimberley region, encompassing the town of Derby and vast surrounding pastoral and Indigenous lands.
  • A. Shire of East Pilbara
    The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
  • B. Shire of Upper Gascoyne
    The Shire of Upper Gascoyne is a remote local government area in Western Australia known for its vast arid landscapes, pastoral stations, and very low population density.
  • 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. Shire of Coolgardie
    The Shire of Coolgardie is a local government area in Western Australia that encompasses historic gold-mining towns and communities in the Goldfields region.
  • E. Shire of Exmouth
    The Shire of Exmouth is a local government area in Western Australia that encompasses the town of Exmouth and the nearby Ningaloo Coast, a renowned marine and tourism region.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e965c9048190804ebb48f0a4817b completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a0edcd081908547745d16d643ab completed April 19, 2026, 4:59 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:31 p.m.