Triple

T17722023
Position Surface form Disambiguated ID Type / Status
Subject MDBA E442360 entity
Predicate produces P490 FINISHED
Object Murray–Darling Basin water accounts — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Murray–Darling Basin water accounts | Statement: [MDBA, produces, Murray–Darling Basin water accounts]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Murray–Darling Basin water accounts
Context triple: [MDBA, produces, Murray–Darling Basin water accounts]
  • A. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • 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. South Australian hydrological network
    The South Australian hydrological network is the interconnected system of rivers, creeks, wetlands, and related water bodies that drain and distribute surface water across the state of South Australia.
  • D. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • E. Murrumbidgee Irrigation Area
    The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, renowned for its extensive irrigation schemes that support fruit, rice, and other crop production.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Murray–Darling Basin water accounts
Target entity description: The Murray–Darling Basin water accounts are comprehensive reports that track and analyze water availability, use, and management across Australia’s Murray–Darling Basin.
  • A. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • 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. South Australian hydrological network
    The South Australian hydrological network is the interconnected system of rivers, creeks, wetlands, and related water bodies that drain and distribute surface water across the state of South Australia.
  • D. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • E. Murrumbidgee Irrigation Area
    The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, renowned for its extensive irrigation schemes that support fruit, rice, and other crop production.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8b9ec79688190b86bdcef85a7b3aa elicitation completed
NER batch_69e47486438c8190abe27eb4eb2c6fdf ner completed
Created at: April 10, 2026, 10:07 a.m.