Triple

T11192712
Position Surface form Disambiguated ID Type / Status
Subject Gascoyne region E264839 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object 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.
E912374 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 Exmouth | Statement: [Gascoyne region, hasLocalGovernmentArea, Shire of Exmouth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Exmouth
Context triple: [Gascoyne region, hasLocalGovernmentArea, Shire of Exmouth]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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 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 Exmouth
Triple: [Gascoyne region, hasLocalGovernmentArea, Shire of Exmouth]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Exmouth
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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 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_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_69e4ad00f9148190842bf587a2e4cbdf completed April 19, 2026, 10:22 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:29 p.m.