Triple

T21420896
Position Surface form Disambiguated ID Type / Status
Subject Bundaberg Regional Council E528433 entity
Predicate appliesLaw P125 FINISHED
Object Planning Act 2016 (Queensland) — NE NERFINISHED

How this triple was built (3 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: Planning Act 2016 (Queensland) | Statement: [Bundaberg Regional Council, appliesLaw, Planning Act 2016 (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Planning Act 2016 (Queensland)
Context triple: [Bundaberg Regional Council, appliesLaw, Planning Act 2016 (Queensland)]
  • A. 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.
  • B. Local Government Act 1993 (Queensland)
    The Local Government Act 1993 (Queensland) was the primary legislative framework governing the powers, responsibilities, and operations of local councils in Queensland, Australia, throughout the 1990s and 2000s.
  • C. Queensland Heritage Act 1992
    The Queensland Heritage Act 1992 is a state law that establishes the framework for identifying, protecting, and managing Queensland’s cultural heritage places and heritage register.
  • D. Planning Act 2008
    The Planning Act 2008 is a key UK statute that overhauled the system for approving major infrastructure projects, streamlining decision-making for developments such as airports, power stations, and major transport schemes.
  • E. Planning Act (Ontario)
    The Planning Act (Ontario) is a key provincial statute that governs land use planning, development approvals, and municipal planning authority across Ontario.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Planning Act 2016 (Queensland)
Target entity description: The Planning Act 2016 (Queensland) is the primary state legislation governing land use planning, development assessment, and plan-making processes across Queensland, Australia.
  • A. 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.
  • B. Local Government Act 1993 (Queensland)
    The Local Government Act 1993 (Queensland) was the primary legislative framework governing the powers, responsibilities, and operations of local councils in Queensland, Australia, throughout the 1990s and 2000s.
  • C. Queensland Heritage Act 1992
    The Queensland Heritage Act 1992 is a state law that establishes the framework for identifying, protecting, and managing Queensland’s cultural heritage places and heritage register.
  • D. Planning Act 2008
    The Planning Act 2008 is a key UK statute that overhauled the system for approving major infrastructure projects, streamlining decision-making for developments such as airports, power stations, and major transport schemes.
  • E. Planning Act (Ontario)
    The Planning Act (Ontario) is a key provincial statute that governs land use planning, development approvals, and municipal planning authority across Ontario.
  • F. None of above. chosen

Provenance (2 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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee62d392e08190b7f378005afc9026 completed April 26, 2026, 7:09 p.m.
Created at: April 16, 2026, 5:48 p.m.