Triple

T16382466
Position Surface form Disambiguated ID Type / Status
Subject NSW national parks system E397840 entity
Predicate legalFramework P125 FINISHED
Object Biodiversity Conservation Act 2016 (NSW)
The Biodiversity Conservation Act 2016 (NSW) is a key New South Wales law that regulates the protection of native species and ecosystems, including within the state’s national parks and reserves.
E1211435 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: Biodiversity Conservation Act 2016 (NSW) | Statement: [NSW national parks system, legalFramework, Biodiversity Conservation Act 2016 (NSW)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biodiversity Conservation Act 2016 (NSW)
Context triple: [NSW national parks system, legalFramework, Biodiversity Conservation Act 2016 (NSW)]
  • A. Threatened Species Conservation Act 1995 (NSW)
    The Threatened Species Conservation Act 1995 (NSW) is a New South Wales law that provides for the identification, protection, and recovery of threatened species, populations, and ecological communities and their habitats.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Marine Parks Act 1997 (NSW)
    The Marine Parks Act 1997 (NSW) is New South Wales legislation that establishes and regulates marine parks and their conservation, use, and management within the state's coastal and marine environments.
  • 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: Biodiversity Conservation Act 2016 (NSW)
Triple: [NSW national parks system, legalFramework, Biodiversity Conservation Act 2016 (NSW)]
Generated description
The Biodiversity Conservation Act 2016 (NSW) is a key New South Wales law that regulates the protection of native species and ecosystems, including within the state’s national parks and reserves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biodiversity Conservation Act 2016 (NSW)
Target entity description: The Biodiversity Conservation Act 2016 (NSW) is a key New South Wales law that regulates the protection of native species and ecosystems, including within the state’s national parks and reserves.
  • A. Threatened Species Conservation Act 1995 (NSW)
    The Threatened Species Conservation Act 1995 (NSW) is a New South Wales law that provides for the identification, protection, and recovery of threatened species, populations, and ecological communities and their habitats.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Marine Parks Act 1997 (NSW)
    The Marine Parks Act 1997 (NSW) is New South Wales legislation that establishes and regulates marine parks and their conservation, use, and management within the state's coastal and marine environments.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319ddcef08190a2081855b5cf6762 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c55bba481909bca6cc17e1dfcf5 completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003e602e9c8190893a95c14b787abb completed May 10, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_6a003ee98a5081909670b97efb269a71 completed May 10, 2026, 8:16 a.m.
Created at: April 10, 2026, 5:08 a.m.