Triple

T2806901
Position Surface form Disambiguated ID Type / Status
Subject Goldfields-Esperance region E54073 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object Shire of Leonora
The Shire of Leonora is a large, sparsely populated local government area in Western Australia centered on the historic mining town of Leonora and surrounding outback communities.
E303332 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 Leonora | Statement: [Goldfields-Esperance region, hasLocalGovernmentArea, Shire of Leonora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Leonora
Context triple: [Goldfields-Esperance region, hasLocalGovernmentArea, Shire of Leonora]
  • A. 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.
  • B. Shire of Esperance
    The Shire of Esperance is a local government area in Western Australia that encompasses the coastal town of Esperance and its surrounding rural and natural landscapes.
  • C. 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.
  • D. Coolamon Shire
    Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
  • E. Shire of Augusta-Margaret River
    The Shire of Augusta-Margaret River is a local government area in Western Australia known for its coastal landscapes, wineries, and the popular tourist town of Margaret River.
  • 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 Leonora
Triple: [Goldfields-Esperance region, hasLocalGovernmentArea, Shire of Leonora]
Generated description
The Shire of Leonora is a large, sparsely populated local government area in Western Australia centered on the historic mining town of Leonora and surrounding outback communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Leonora
Target entity description: The Shire of Leonora is a large, sparsely populated local government area in Western Australia centered on the historic mining town of Leonora and surrounding outback communities.
  • A. 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.
  • B. Shire of Esperance
    The Shire of Esperance is a local government area in Western Australia that encompasses the coastal town of Esperance and its surrounding rural and natural landscapes.
  • C. 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.
  • D. Coolamon Shire
    Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
  • E. Shire of Augusta-Margaret River
    The Shire of Augusta-Margaret River is a local government area in Western Australia known for its coastal landscapes, wineries, and the popular tourist town of Margaret River.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2ec2ac8190bd702ad3eafb6aed completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8aa2bac8190b3c310c7b0e60c75 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe8f6a8dc8190b7caae39936fb9e2 completed March 10, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69b003b97648819088f279f179286849 completed March 10, 2026, 11:42 a.m.
Created at: March 6, 2026, 9:59 p.m.