Triple

T16986096
Position Surface form Disambiguated ID Type / Status
Subject Gladstone Region E412068 entity
Predicate formedByMergerOf P77 FINISHED
Object Shire of Miriam Vale
The Shire of Miriam Vale was a former local government area in Queensland, Australia, that administered a rural coastal region before being amalgamated into the Gladstone Region.
E1317067 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 Miriam Vale | Statement: [Gladstone Region, formedByMergerOf, Shire of Miriam Vale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Miriam Vale
Context triple: [Gladstone Region, formedByMergerOf, Shire of Miriam Vale]
  • A. 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.
  • B. Urana Shire
    Urana Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and agricultural land.
  • C. Shire of Nillumbik
    The Shire of Nillumbik is a local government area in the outer north-eastern suburbs of Melbourne, Victoria, known for its extensive green wedges, bushland, and semi-rural communities.
  • 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 Murilla
    The Shire of Murilla was a former local government area in Queensland, Australia, that was later amalgamated into the Western Downs Region.
  • 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 Miriam Vale
Triple: [Gladstone Region, formedByMergerOf, Shire of Miriam Vale]
Generated description
The Shire of Miriam Vale was a former local government area in Queensland, Australia, that administered a rural coastal region before being amalgamated into the Gladstone Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Miriam Vale
Target entity description: The Shire of Miriam Vale was a former local government area in Queensland, Australia, that administered a rural coastal region before being amalgamated into the Gladstone Region.
  • A. 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.
  • B. Urana Shire
    Urana Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and agricultural land.
  • C. Shire of Nillumbik
    The Shire of Nillumbik is a local government area in the outer north-eastern suburbs of Melbourne, Victoria, known for its extensive green wedges, bushland, and semi-rural communities.
  • 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 Murilla
    The Shire of Murilla was a former local government area in Queensland, Australia, that was later amalgamated into the Western Downs Region.
  • 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_6a03bb3d6fb88190b23f825fe325622b completed May 12, 2026, 11:43 p.m.
NEDg Description generation batch_6a03bc72aea48190992d7623970eef55 completed May 12, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd887970819088b68d18791e2a07 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 5:32 a.m.