Triple

T15005633
Position Surface form Disambiguated ID Type / Status
Subject Emerald, Queensland E377704 entity
Predicate countrySubdivision P766 FINISHED
Object Shire of Emerald (former)
The Shire of Emerald (former) was a local government area in Central Queensland, Australia, that administered the town of Emerald and surrounding rural communities before being amalgamated into a larger regional council.
E1131860 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 Emerald (former) | Statement: [Emerald, Queensland, countrySubdivision, Shire of Emerald (former)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Emerald (former)
Context triple: [Emerald, Queensland, countrySubdivision, Shire of Emerald (former)]
  • A. Shire of Jerramungup
    The Shire of Jerramungup is a local government area in the Great Southern region of Western Australia, known for its agricultural activities and proximity to significant natural reserves and coastal landscapes.
  • 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 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 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.
  • E. 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.
  • 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 Emerald (former)
Triple: [Emerald, Queensland, countrySubdivision, Shire of Emerald (former)]
Generated description
The Shire of Emerald (former) was a local government area in Central Queensland, Australia, that administered the town of Emerald and surrounding rural communities before being amalgamated into a larger regional council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Emerald (former)
Target entity description: The Shire of Emerald (former) was a local government area in Central Queensland, Australia, that administered the town of Emerald and surrounding rural communities before being amalgamated into a larger regional council.
  • A. Shire of Jerramungup
    The Shire of Jerramungup is a local government area in the Great Southern region of Western Australia, known for its agricultural activities and proximity to significant natural reserves and coastal landscapes.
  • 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 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 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.
  • E. 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.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.