Triple

T14448275
Position Surface form Disambiguated ID Type / Status
Subject Dalby E358261 entity
Predicate previousLocalGovernmentArea P5557 FINISHED
Object Shire of Dalby
The Shire of Dalby was a former local government area in Queensland, Australia, centered on the town of Dalby and responsible for administering the surrounding rural region.
E1101649 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 Dalby | Statement: [Dalby, previousLocalGovernmentArea, Shire of Dalby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Dalby
Context triple: [Dalby, previousLocalGovernmentArea, Shire of Dalby]
  • A. 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.
  • B. Shire of Roebourne
    The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
  • 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 Gatton
    The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
  • E. Murrindindi Shire
    Murrindindi Shire is a local government area in central Victoria, Australia, known for its rural communities, forests, and parts of the Yarra Valley and High Country.
  • 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 Dalby
Triple: [Dalby, previousLocalGovernmentArea, Shire of Dalby]
Generated description
The Shire of Dalby was a former local government area in Queensland, Australia, centered on the town of Dalby and responsible for administering the surrounding rural region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Dalby
Target entity description: The Shire of Dalby was a former local government area in Queensland, Australia, centered on the town of Dalby and responsible for administering the surrounding rural region.
  • A. 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.
  • B. Shire of Roebourne
    The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
  • 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 Gatton
    The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
  • E. Murrindindi Shire
    Murrindindi Shire is a local government area in central Victoria, Australia, known for its rural communities, forests, and parts of the Yarra Valley and High Country.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9160126c8190a2862a1a3dde1aff completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd648d8904819084d720a0fd2ddb4b completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd69a2ff888190a46761a10d9aaf25 completed May 8, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69fd69f5fc888190aea304dc59e8f725 completed May 8, 2026, 4:43 a.m.
Created at: April 10, 2026, 1:19 a.m.