Triple

T11718340
Position Surface form Disambiguated ID Type / Status
Subject Halls Creek E278560 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Halls Creek
The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
E946710 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 Halls Creek | Statement: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Halls Creek
Context triple: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
  • A. 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.
  • 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 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.
  • D. 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.
  • E. 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.
  • 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 Halls Creek
Triple: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
Generated description
The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Halls Creek
Target entity description: The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
  • A. 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.
  • 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 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.
  • D. 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.
  • E. 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.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4c26e4c8190ae30d906b4fd4221 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f08fed49fc8190951ff3af6bd51050 completed April 28, 2026, 10:46 a.m.
NEDg Description generation batch_69f0a7971df48190b51c1d245f4c89d2 completed April 28, 2026, 12:27 p.m.
NED2 Entity disambiguation (via description) batch_69f0d61cf9c4819080590fefc60f7325 completed April 28, 2026, 3:45 p.m.
Created at: April 8, 2026, 9:40 p.m.