Triple

T16986095
Position Surface form Disambiguated ID Type / Status
Subject Gladstone Region E412068 entity
Predicate formedByMergerOf P77 FINISHED
Object Shire of Calliope
The Shire of Calliope was a former local government area in Queensland, Australia, that encompassed rural communities and areas around Gladstone before being amalgamated into the Gladstone Region.
E1315644 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 Calliope | Statement: [Gladstone Region, formedByMergerOf, Shire of Calliope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Calliope
Context triple: [Gladstone Region, formedByMergerOf, Shire of Calliope]
  • 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. 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.
  • E. 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.
  • 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 Calliope
Triple: [Gladstone Region, formedByMergerOf, Shire of Calliope]
Generated description
The Shire of Calliope was a former local government area in Queensland, Australia, that encompassed rural communities and areas around Gladstone before being amalgamated into the Gladstone Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Calliope
Target entity description: The Shire of Calliope was a former local government area in Queensland, Australia, that encompassed rural communities and areas around Gladstone before being amalgamated into the Gladstone Region.
  • 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. 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.
  • E. 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.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d27b58908190a643bcbd105b1849 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3daaa6c819093420d0a4dc97a5a completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b5109b108190a3dea7e6f44a060f completed May 12, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03b65c8d5c819080b8b6b95aea8a35 completed May 12, 2026, 11:23 p.m.
Created at: April 10, 2026, 5:32 a.m.