Triple

T15095254
Position Surface form Disambiguated ID Type / Status
Subject Mitchell, Queensland E360520 entity
Predicate formerLocalGovernmentArea P5557 FINISHED
Object Shire of Booringa
The Shire of Booringa was a former local government area in rural south-west Queensland, Australia, centered on the town of Mitchell and known for its pastoral and agricultural activities.
E1177933 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 Booringa | Statement: [Mitchell, Queensland, formerLocalGovernmentArea, Shire of Booringa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Booringa
Context triple: [Mitchell, Queensland, formerLocalGovernmentArea, Shire of Booringa]
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. 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.
  • C. Shire of Wambo
    The Shire of Wambo was a former local government area in Queensland, Australia, that administered a rural region before being amalgamated into the Western Downs Region.
  • D. 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.
  • E. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • 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 Booringa
Triple: [Mitchell, Queensland, formerLocalGovernmentArea, Shire of Booringa]
Generated description
The Shire of Booringa was a former local government area in rural south-west Queensland, Australia, centered on the town of Mitchell and known for its pastoral and agricultural activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Booringa
Target entity description: The Shire of Booringa was a former local government area in rural south-west Queensland, Australia, centered on the town of Mitchell and known for its pastoral and agricultural activities.
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. 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.
  • C. Shire of Wambo
    The Shire of Wambo was a former local government area in Queensland, Australia, that administered a rural region before being amalgamated into the Western Downs Region.
  • D. 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.
  • E. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0054571a48190a57055c0d6e90f82 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff9976bc888190a050c2502d1f8e81 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 3:04 a.m.