Triple

T16620329
Position Surface form Disambiguated ID Type / Status
Subject Cloncurry E403805 entity
Predicate governingBody P46 FINISHED
Object Cloncurry Shire Council
Cloncurry Shire Council is the local government authority responsible for administering municipal services and development in the Cloncurry region of north-west Queensland, Australia.
E1224992 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: Cloncurry Shire Council | Statement: [Cloncurry, governingBody, Cloncurry Shire Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cloncurry Shire Council
Context triple: [Cloncurry, governingBody, Cloncurry Shire Council]
  • A. MacDonnell Regional Council
    MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
  • B. Lachlan Shire Council
    Lachlan Shire Council is a local government authority in New South Wales, Australia, responsible for administering the Lachlan Shire region and providing services and infrastructure to its communities.
  • C. Maranoa Regional Council
    Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
  • D. Clarence Valley Council
    Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
  • E. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • 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: Cloncurry Shire Council
Triple: [Cloncurry, governingBody, Cloncurry Shire Council]
Generated description
Cloncurry Shire Council is the local government authority responsible for administering municipal services and development in the Cloncurry region of north-west Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cloncurry Shire Council
Target entity description: Cloncurry Shire Council is the local government authority responsible for administering municipal services and development in the Cloncurry region of north-west Queensland, Australia.
  • A. MacDonnell Regional Council
    MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
  • B. Lachlan Shire Council
    Lachlan Shire Council is a local government authority in New South Wales, Australia, responsible for administering the Lachlan Shire region and providing services and infrastructure to its communities.
  • C. Maranoa Regional Council
    Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
  • D. Clarence Valley Council
    Clarence Valley Council is the local government authority responsible for administering the Clarence Valley region in northern New South Wales, Australia.
  • E. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754d6b4c81908eab5210c386ea15 completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db27f788190a3c57b7ea8a8a9c6 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007eaca31081909cc81e73af61f2f0 completed May 10, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_6a007fde282c81909c9e7b210dd6e715 completed May 10, 2026, 12:53 p.m.
Created at: April 10, 2026, 5:17 a.m.