Triple

T4466308
Position Surface form Disambiguated ID Type / Status
Subject Murray–Darling Basin Authority E98385 entity
Predicate legalBasis P125 FINISHED
Object 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.
E442357 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 Act 2007 | Statement: [Murray–Darling Basin Authority, legalBasis, Water Act 2007]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Water Act 2007
Context triple: [Murray–Darling Basin Authority, legalBasis, Water Act 2007]
  • A. Water and Soil Conservation Act 1967
    The Water and Soil Conservation Act 1967 was a key New Zealand environmental law that governed the allocation and protection of the country’s water and soil resources prior to the comprehensive reforms of the Resource Management Act 1991.
  • B. Water Quality Act of 1965
    The Water Quality Act of 1965 was a U.S. federal law that strengthened national efforts to control water pollution by requiring states to establish and enforce water quality standards for interstate waters.
  • C. Water Resources Development Act of 2000
    The Water Resources Development Act of 2000 is a U.S. federal law that authorized major civil works projects by the Army Corps of Engineers, notably launching large-scale ecosystem restoration and water management initiatives such as those in the Florida Everglades.
  • D. 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.
  • E. Municipal Systems Act
    The Municipal Systems Act is a South African law that governs how municipalities are structured, managed, and required to deliver services and promote local democracy and accountability.
  • 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 Act 2007
Triple: [Murray–Darling Basin Authority, legalBasis, Water Act 2007]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Water Act 2007
Target entity description: 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.
  • A. Water and Soil Conservation Act 1967
    The Water and Soil Conservation Act 1967 was a key New Zealand environmental law that governed the allocation and protection of the country’s water and soil resources prior to the comprehensive reforms of the Resource Management Act 1991.
  • B. Water Quality Act of 1965
    The Water Quality Act of 1965 was a U.S. federal law that strengthened national efforts to control water pollution by requiring states to establish and enforce water quality standards for interstate waters.
  • C. Water Resources Development Act of 2000
    The Water Resources Development Act of 2000 is a U.S. federal law that authorized major civil works projects by the Army Corps of Engineers, notably launching large-scale ecosystem restoration and water management initiatives such as those in the Florida Everglades.
  • D. 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.
  • E. Municipal Systems Act
    The Municipal Systems Act is a South African law that governs how municipalities are structured, managed, and required to deliver services and promote local democracy and accountability.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356991a588190be2f95fd957d7f99 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62860151c8190b43465537b154f00 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62c3bf15c8190826f93c4c43733e6 completed March 15, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69b62cbaef8c8190b5d89a607c76eaf7 completed March 15, 2026, 3:51 a.m.
Created at: March 12, 2026, 11:34 p.m.