Triple

T16414896
Position Surface form Disambiguated ID Type / Status
Subject Burketown E398658 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Burke
The Shire of Burke is a remote local government area in north-west Queensland, Australia, known for its small population, vast Gulf Country landscapes, and administrative centre in Burketown.
E1299619 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 Burke | Statement: [Burketown, localGovernmentArea, Shire of Burke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Burke
Context triple: [Burketown, localGovernmentArea, Shire of Burke]
  • A. Shire of Flinders
    The Shire of Flinders is a rural local government area in north-western Queensland, Australia, centered on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
  • B. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • C. Shire of Murweh
    The Shire of Murweh is a rural local government area in south-west Queensland, Australia, centred on the town of Charleville and known for its expansive outback landscapes and agricultural activities.
  • D. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • E. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • 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 Burke
Triple: [Burketown, localGovernmentArea, Shire of Burke]
Generated description
The Shire of Burke is a remote local government area in north-west Queensland, Australia, known for its small population, vast Gulf Country landscapes, and administrative centre in Burketown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Burke
Target entity description: The Shire of Burke is a remote local government area in north-west Queensland, Australia, known for its small population, vast Gulf Country landscapes, and administrative centre in Burketown.
  • A. Shire of Flinders
    The Shire of Flinders is a rural local government area in north-western Queensland, Australia, centered on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
  • B. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • C. Shire of Murweh
    The Shire of Murweh is a rural local government area in south-west Queensland, Australia, centred on the town of Charleville and known for its expansive outback landscapes and agricultural activities.
  • D. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • E. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287741008190856882b7f34024fc completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a033793575c8190be752006eedb383a completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033895a86c8190958ce991e6d8ee53 completed May 12, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_6a033cb498248190a3805cd356832cd0 completed May 12, 2026, 2:44 p.m.
Created at: April 10, 2026, 5:09 a.m.