Triple

T14883385
Position Surface form Disambiguated ID Type / Status
Subject QPWS E350055 entity
Predicate legalFramework P125 FINISHED
Object Marine Parks Act 2004 (Queensland)
The Marine Parks Act 2004 (Queensland) is the primary Queensland legislation that establishes and regulates marine parks, providing the legal basis for conserving marine environments and managing their use.
E1124982 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: Marine Parks Act 2004 (Queensland) | Statement: [QPWS, legalFramework, Marine Parks Act 2004 (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Parks Act 2004 (Queensland)
Context triple: [QPWS, legalFramework, Marine Parks Act 2004 (Queensland)]
  • A. Great Barrier Reef Marine Park Act 1975
    The Great Barrier Reef Marine Park Act 1975 is an Australian federal law that establishes the framework for protecting and managing the Great Barrier Reef Marine Park, including creating the authority responsible for its conservation.
  • B. Queensland marine parks estate
    The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
  • C. Nature Conservation Act 1992 (Queensland)
    The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
  • D. Moreton Bay Marine Park
    Moreton Bay Marine Park is a protected coastal and marine area in southeast Queensland, Australia, renowned for its diverse marine life, wetlands, and recreational boating and fishing opportunities.
  • E. Marine Estate Management Act 2014 (NSW)
    The Marine Estate Management Act 2014 (NSW) is the primary New South Wales legislation that governs the integrated protection, use, and management of the state’s marine and coastal environments, including marine parks and related conservation areas.
  • 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: Marine Parks Act 2004 (Queensland)
Triple: [QPWS, legalFramework, Marine Parks Act 2004 (Queensland)]
Generated description
The Marine Parks Act 2004 (Queensland) is the primary Queensland legislation that establishes and regulates marine parks, providing the legal basis for conserving marine environments and managing their use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Parks Act 2004 (Queensland)
Target entity description: The Marine Parks Act 2004 (Queensland) is the primary Queensland legislation that establishes and regulates marine parks, providing the legal basis for conserving marine environments and managing their use.
  • A. Great Barrier Reef Marine Park Act 1975
    The Great Barrier Reef Marine Park Act 1975 is an Australian federal law that establishes the framework for protecting and managing the Great Barrier Reef Marine Park, including creating the authority responsible for its conservation.
  • B. Queensland marine parks estate
    The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
  • C. Nature Conservation Act 1992 (Queensland)
    The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
  • D. Moreton Bay Marine Park
    Moreton Bay Marine Park is a protected coastal and marine area in southeast Queensland, Australia, renowned for its diverse marine life, wetlands, and recreational boating and fishing opportunities.
  • E. Marine Estate Management Act 2014 (NSW)
    The Marine Estate Management Act 2014 (NSW) is the primary New South Wales legislation that governs the integrated protection, use, and management of the state’s marine and coastal environments, including marine parks and related conservation areas.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5f4598081908735e8d7dfce8074 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b5af8208190a35451477ea20b03 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6cc2ccb0819081e32dc9d2e3973a completed May 8, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fe6d9e9a648190920206c8f75cae2e completed May 8, 2026, 11:11 p.m.
Created at: April 10, 2026, 1:56 a.m.