Triple

T14221047
Position Surface form Disambiguated ID Type / Status
Subject Snowy Valleys Council E352490 entity
Predicate legislatedBy P125 FINISHED
Object Local Government (Council Amalgamations) Proclamation 2016
The Local Government (Council Amalgamations) Proclamation 2016 is a New South Wales government legal instrument that restructured local councils through forced mergers, creating new entities such as the Snowy Valleys Council.
E1088518 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: Local Government (Council Amalgamations) Proclamation 2016 | Statement: [Snowy Valleys Council, legislatedBy, Local Government (Council Amalgamations) Proclamation 2016]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Government (Council Amalgamations) Proclamation 2016
Context triple: [Snowy Valleys Council, legislatedBy, Local Government (Council Amalgamations) Proclamation 2016]
  • A. Local Government Reform Act 2014
    The Local Government Reform Act 2014 is an Irish law that overhauled the structure and functions of local authorities, including county and city councils, to streamline and modernize local governance.
  • B. Local Government Act 1995 (Western Australia)
    The Local Government Act 1995 (Western Australia) is the primary legislation that establishes the powers, functions, and governance framework for local councils and municipalities throughout Western Australia.
  • C. Local Government Act 2009 (Queensland)
    The Local Government Act 2009 (Queensland) is the primary state legislation that establishes the powers, responsibilities, and governance framework for local councils throughout Queensland, Australia.
  • D. Local Government Act 1992
    The Local Government Act 1992 is a UK law that reorganized local government structures in England and Wales, leading to the creation of new unitary authorities and changes to existing council boundaries and responsibilities.
  • E. Local Government Act 1993 (Tasmania)
    The Local Government Act 1993 (Tasmania) is the primary legislation that establishes and regulates the powers, functions, and governance framework of local councils throughout Tasmania.
  • 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: Local Government (Council Amalgamations) Proclamation 2016
Triple: [Snowy Valleys Council, legislatedBy, Local Government (Council Amalgamations) Proclamation 2016]
Generated description
The Local Government (Council Amalgamations) Proclamation 2016 is a New South Wales government legal instrument that restructured local councils through forced mergers, creating new entities such as the Snowy Valleys Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Government (Council Amalgamations) Proclamation 2016
Target entity description: The Local Government (Council Amalgamations) Proclamation 2016 is a New South Wales government legal instrument that restructured local councils through forced mergers, creating new entities such as the Snowy Valleys Council.
  • A. Local Government Reform Act 2014
    The Local Government Reform Act 2014 is an Irish law that overhauled the structure and functions of local authorities, including county and city councils, to streamline and modernize local governance.
  • B. Local Government Act 1995 (Western Australia)
    The Local Government Act 1995 (Western Australia) is the primary legislation that establishes the powers, functions, and governance framework for local councils and municipalities throughout Western Australia.
  • C. Local Government Act 2009 (Queensland)
    The Local Government Act 2009 (Queensland) is the primary state legislation that establishes the powers, responsibilities, and governance framework for local councils throughout Queensland, Australia.
  • D. Local Government Act 1992
    The Local Government Act 1992 is a UK law that reorganized local government structures in England and Wales, leading to the creation of new unitary authorities and changes to existing council boundaries and responsibilities.
  • E. Local Government Act 1993 (Tasmania)
    The Local Government Act 1993 (Tasmania) is the primary legislation that establishes and regulates the powers, functions, and governance framework of local councils throughout Tasmania.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6213801c8190a47705cd890b9ae7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd2813e55881909bdbc6f3c6ef572b completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b0956948190bf654403ad0b154a completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2df66aa48190ae18a4ca1c099c25 completed May 8, 2026, 12:27 a.m.
Created at: April 10, 2026, 1:06 a.m.