Triple

T11616973
Position Surface form Disambiguated ID Type / Status
Subject Shire of Broome Council E275532 entity
Predicate subjectTo P258 FINISHED
Object 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.
E937086 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 Act 1995 (Western Australia) | Statement: [Shire of Broome Council, subjectTo, Local Government Act 1995 (Western Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Government Act 1995 (Western Australia)
Context triple: [Shire of Broome Council, subjectTo, Local Government Act 1995 (Western Australia)]
  • A. 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.
  • B. Local Government Act 1993 (NSW)
    The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
  • C. Local Government Act 2000
    The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
  • D. 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.
  • E. Local Government Act 1999
    The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
  • 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 Act 1995 (Western Australia)
Triple: [Shire of Broome Council, subjectTo, Local Government Act 1995 (Western Australia)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Government Act 1995 (Western Australia)
Target entity description: 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.
  • A. 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.
  • B. Local Government Act 1993 (NSW)
    The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
  • C. Local Government Act 2000
    The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
  • D. 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.
  • E. Local Government Act 1999
    The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a04675e08190837a3717242fd0f9 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee872ee03481908a9d779a44ec5236 completed April 26, 2026, 9:44 p.m.
NEDg Description generation batch_69ee9cf692e08190b135de0bd7f96274 completed April 26, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69eecd715b448190b738479b7c1379a2 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:38 p.m.