Triple

T14883387
Position Surface form Disambiguated ID Type / Status
Subject QPWS E350055 entity
Predicate legalFramework P125 FINISHED
Object Recreation Areas Management Act 2006 (Queensland)
The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
E1124983 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: Recreation Areas Management Act 2006 (Queensland) | Statement: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Recreation Areas Management Act 2006 (Queensland)
Context triple: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Wilderness Act 1987 (NSW)
    The Wilderness Act 1987 (NSW) is a key New South Wales law that provides for the identification, protection and management of wilderness areas to conserve their natural condition and values.
  • 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: Recreation Areas Management Act 2006 (Queensland)
Triple: [QPWS, legalFramework, Recreation Areas Management Act 2006 (Queensland)]
Generated description
The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Recreation Areas Management Act 2006 (Queensland)
Target entity description: The Recreation Areas Management Act 2006 (Queensland) is a Queensland statute that governs the use, protection, and management of designated recreation areas, including their natural and cultural resources, often in coordination with the Queensland Parks and Wildlife Service.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Wilderness Act 1987 (NSW)
    The Wilderness Act 1987 (NSW) is a key New South Wales law that provides for the identification, protection and management of wilderness areas to conserve their natural condition and values.
  • 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.