Triple

T16136272
Position Surface form Disambiguated ID Type / Status
Subject South West Queensland E391533 entity
Predicate administrativeRegion P285 FINISHED
Object Bulloo Shire
Bulloo Shire is a vast, sparsely populated local government area in remote south-western Queensland, Australia, known for its outback landscapes and small rural communities.
 E1204792 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: Bulloo Shire | Statement: [South West Queensland, administrativeRegion, Bulloo Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bulloo Shire
Context triple: [South West Queensland, administrativeRegion, Bulloo Shire]
  • A. 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.
  • B. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • C. Gilgandra Shire
    Gilgandra Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and agricultural activities.
  • D. Tumbarumba Shire
    Tumbarumba Shire was a former local government area in New South Wales, Australia, centered on the town of Tumbarumba and later amalgamated into the Snowy Valleys Council.
  • 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: Bulloo Shire
Triple: [South West Queensland, administrativeRegion, Bulloo Shire]
Generated description
Bulloo Shire is a vast, sparsely populated local government area in remote south-western Queensland, Australia, known for its outback landscapes and small rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bulloo Shire
Target entity description: Bulloo Shire is a vast, sparsely populated local government area in remote south-western Queensland, Australia, known for its outback landscapes and small rural communities.
  • A. 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.
  • B. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • C. Gilgandra Shire
    Gilgandra Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and agricultural activities.
  • D. Tumbarumba Shire
    Tumbarumba Shire was a former local government area in New South Wales, Australia, centered on the town of Tumbarumba and later amalgamated into the Snowy Valleys Council.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a05148c8190bc2b98217fda23cc completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a001f83f6ac8190b9f18fe701a9b3ce completed May 10, 2026, 6:02 a.m.
NEDg Description generation batch_6a00203a93c4819080e5e1c5b345ba77 completed May 10, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0020bcdb388190be736469d1b78af8 completed May 10, 2026, 6:07 a.m.
Created at: April 10, 2026, 5:01 a.m.