Triple

T16312902
Position Surface form Disambiguated ID Type / Status
Subject Normanton E396101 entity
Predicate localGovernmentArea P3379 FINISHED
Object 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.
E1206501 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 Carpentaria | Statement: [Normanton, localGovernmentArea, Shire of Carpentaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Carpentaria
Context triple: [Normanton, localGovernmentArea, Shire of Carpentaria]
  • 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 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.
  • C. 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.
  • D. Bulloo Shire
    Bulloo Shire is a vast, sparsely populated local government area in remote south-western Queensland, Australia, known for its outback landscapes and small rural communities.
  • E. 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.
  • 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 Carpentaria
Triple: [Normanton, localGovernmentArea, Shire of Carpentaria]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Carpentaria
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. Bulloo Shire
    Bulloo Shire is a vast, sparsely populated local government area in remote south-western Queensland, Australia, known for its outback landscapes and small rural communities.
  • E. 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.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288dc30f48190b508220429b66e92 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0026044a5881908773e286fb1a6e3e completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026c9b5c481908f60d2ebfb3f71d7 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00273dd8fc8190b84b8a96442781ee completed May 10, 2026, 6:35 a.m.
Created at: April 10, 2026, 5:06 a.m.