Triple

T16016336
Position Surface form Disambiguated ID Type / Status
Subject Batemans Marine Park E388474 entity
Predicate governingLaw P125 FINISHED
Object 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.
E1190283 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 1997 (NSW) | Statement: [Batemans Marine Park, governingLaw, Marine Parks Act 1997 (NSW)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Parks Act 1997 (NSW)
Context triple: [Batemans Marine Park, governingLaw, Marine Parks Act 1997 (NSW)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • 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 1997 (NSW)
Triple: [Batemans Marine Park, governingLaw, Marine Parks Act 1997 (NSW)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Parks Act 1997 (NSW)
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18294f6c48190ab9d3eead268f846 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf284fa481909b571d1bf107fca4 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfb02b208190b961b525a29b02a5 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd8e7b94c819093bc23288900df33 completed May 10, 2026, 1:01 a.m.
Created at: April 10, 2026, 4:55 a.m.