Triple

T5512003
Position Surface form Disambiguated ID Type / Status
Subject New South Wales water management framework E144586 entity
Predicate hasLegalBasis P125 FINISHED
Object Water Management Act 2000 (NSW)
The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
E528437 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: Water Management Act 2000 (NSW) | Statement: [New South Wales water management framework, hasLegalBasis, Water Management Act 2000 (NSW)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Water Management Act 2000 (NSW)
Context triple: [New South Wales water management framework, hasLegalBasis, Water Management Act 2000 (NSW)]
  • A. Water Act 2007
    The Water Act 2007 is an Australian federal law that establishes the framework for managing and protecting the Murray–Darling Basin’s water resources through coordinated, sustainable, and environmentally focused governance.
  • B. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • 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. Local Government Act 1993 (NSW)
    The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
  • E. Commonwealth Environmental Water Holder
    The Commonwealth Environmental Water Holder is an Australian government body responsible for managing and using the Commonwealth’s water entitlements to protect and restore environmental health in river systems, particularly within the Murray–Darling Basin.
  • 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: Water Management Act 2000 (NSW)
Triple: [New South Wales water management framework, hasLegalBasis, Water Management Act 2000 (NSW)]
Generated description
The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Water Management Act 2000 (NSW)
Target entity description: The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
  • A. Water Act 2007
    The Water Act 2007 is an Australian federal law that establishes the framework for managing and protecting the Murray–Darling Basin’s water resources through coordinated, sustainable, and environmentally focused governance.
  • B. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • 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. Local Government Act 1993 (NSW)
    The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
  • E. Commonwealth Environmental Water Holder
    The Commonwealth Environmental Water Holder is an Australian government body responsible for managing and using the Commonwealth’s water entitlements to protect and restore environmental health in river systems, particularly within the Murray–Darling Basin.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f581c5081909a8f6d4653edb125 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d192808190b1e80a6f3be44870 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:33 p.m.