Triple

T14278658
Position Surface form Disambiguated ID Type / Status
Subject Queensland state forests estate E353983 entity
Predicate governedBy P46 FINISHED
Object 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.
E1088974 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: Nature Conservation Act 1992 (Queensland) | Statement: [Queensland state forests estate, governedBy, Nature Conservation Act 1992 (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nature Conservation Act 1992 (Queensland)
Context triple: [Queensland state forests estate, governedBy, Nature Conservation Act 1992 (Queensland)]
  • A. 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.
  • B. Environment Protection and Biodiversity Conservation Act 1999
    The Environment Protection and Biodiversity Conservation Act 1999 is Australia’s central environmental legislation, providing the legal framework for protecting nationally significant flora, fauna, ecological communities, and heritage places.
  • 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. New South Wales National Parks and Wildlife Act
    The New South Wales National Parks and Wildlife Act is a key piece of Australian state legislation that governs the protection, management, and conservation of national parks, wildlife, and natural and cultural heritage in New South Wales.
  • E. Queensland Parks and Wildlife Service
    Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural 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: Nature Conservation Act 1992 (Queensland)
Triple: [Queensland state forests estate, governedBy, Nature Conservation Act 1992 (Queensland)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nature Conservation Act 1992 (Queensland)
Target entity description: 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.
  • A. 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.
  • B. Environment Protection and Biodiversity Conservation Act 1999
    The Environment Protection and Biodiversity Conservation Act 1999 is Australia’s central environmental legislation, providing the legal framework for protecting nationally significant flora, fauna, ecological communities, and heritage places.
  • 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. New South Wales National Parks and Wildlife Act
    The New South Wales National Parks and Wildlife Act is a key piece of Australian state legislation that governs the protection, management, and conservation of national parks, wildlife, and natural and cultural heritage in New South Wales.
  • E. Queensland Parks and Wildlife Service
    Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6585270c8190a717127b2f5dab3b completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd32719ecc8190b57aad5197521359 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd333b49a88190834a5f45fa0fc6c2 completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd33bdc8d08190be11f5ccf259cd6a completed May 8, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:10 a.m.