Triple

T11192711
Position Surface form Disambiguated ID Type / Status
Subject Gascoyne region E264839 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object Shire of Carnarvon
The Shire of Carnarvon is a local government area in Western Australia that encompasses the town of Carnarvon and surrounding coastal and pastoral regions, supporting agriculture, fishing, and tourism.
 E911595 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 Carnarvon | Statement: [Gascoyne region, hasLocalGovernmentArea, Shire of Carnarvon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shire of Carnarvon
Context triple: [Gascoyne region, hasLocalGovernmentArea, Shire of Carnarvon]
  • 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 Livingstone
    The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
  • C. Shire of Ravensthorpe
    The Shire of Ravensthorpe is a rural local government area in Western Australia known for its mining, agriculture, and proximity to coastal and national park landscapes.
  • D. 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.
  • E. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • 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 Carnarvon
Triple: [Gascoyne region, hasLocalGovernmentArea, Shire of Carnarvon]
Generated description
The Shire of Carnarvon is a local government area in Western Australia that encompasses the town of Carnarvon and surrounding coastal and pastoral regions, supporting agriculture, fishing, and tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shire of Carnarvon
Target entity description: The Shire of Carnarvon is a local government area in Western Australia that encompasses the town of Carnarvon and surrounding coastal and pastoral regions, supporting agriculture, fishing, and tourism.
  • 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 Livingstone
    The Shire of Livingstone is a local government area on the central coast of Queensland, Australia, encompassing coastal towns such as Yeppoon and surrounding rural communities.
  • C. Shire of Ravensthorpe
    The Shire of Ravensthorpe is a rural local government area in Western Australia known for its mining, agriculture, and proximity to coastal and national park landscapes.
  • D. 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.
  • E. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8be025481909d311b587418dfb2 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e496ff48448190982d4477039a13d8 completed April 19, 2026, 8:49 a.m.
NEDg Description generation batch_69e49c09844881908e0d95ba3f239024 completed April 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69e49e7f8b108190bb69f532adf25809 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:29 p.m.