Triple

T15781289
Position Surface form Disambiguated ID Type / Status
Subject Maranoa Region E382620 entity
Predicate formedByMergerOf P77 FINISHED
Object Shire of Bungil
The Shire of Bungil was a former local government area in Queensland, Australia, that encompassed rural communities around the town of Roma before being amalgamated into the Maranoa Region.
E1275059 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 Bungil | Statement: [Maranoa Region, formedByMergerOf, Shire of Bungil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Bungil
Context triple: [Maranoa Region, formedByMergerOf, Shire of Bungil]
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. Bombala Shire
    Bombala Shire was a former local government area in southeastern New South Wales, Australia, centered on the town of Bombala and known for its rural communities and timber and agricultural industries.
  • C. Bogan Shire
    Bogan Shire is a local government area in the Orana region of New South Wales, Australia, centered on the town of Nyngan and known for its rural agricultural communities.
  • D. Boorowa Shire
    Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
  • E. 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.
  • 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 Bungil
Triple: [Maranoa Region, formedByMergerOf, Shire of Bungil]
Generated description
The Shire of Bungil was a former local government area in Queensland, Australia, that encompassed rural communities around the town of Roma before being amalgamated into the Maranoa Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Bungil
Target entity description: The Shire of Bungil was a former local government area in Queensland, Australia, that encompassed rural communities around the town of Roma before being amalgamated into the Maranoa Region.
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. Bombala Shire
    Bombala Shire was a former local government area in southeastern New South Wales, Australia, centered on the town of Bombala and known for its rural communities and timber and agricultural industries.
  • C. Bogan Shire
    Bogan Shire is a local government area in the Orana region of New South Wales, Australia, centered on the town of Nyngan and known for its rural agricultural communities.
  • D. Boorowa Shire
    Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
  • E. 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.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d27210b4819099aed53a2820591a completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d30961788190881f78d1989bd4ae completed May 11, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a01d65ce2a48190a78e58b643de699a completed May 11, 2026, 1:15 p.m.
Created at: April 10, 2026, 4:48 a.m.