Triple

T5512008
Position Surface form Disambiguated ID Type / Status
Subject New South Wales water management framework E144586 entity
Predicate regulator P46 FINISHED
Object NSW Department of Planning and Environment – Water E69910 NE FINISHED

How this triple was built (2 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: NSW Department of Planning and Environment – Water | Statement: [New South Wales water management framework, regulator, NSW Department of Planning and Environment – Water]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSW Department of Planning and Environment – Water
Context triple: [New South Wales water management framework, regulator, NSW Department of Planning and Environment – Water]
  • A. Department of Planning and Environment (NSW) chosen
    The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
  • 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 Environment Protection Authority
    The New South Wales Environment Protection Authority is the primary environmental regulator in New South Wales, Australia, responsible for overseeing and enforcing laws to protect the state’s air, water, land, and communities from pollution and environmental harm.
  • D. 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.
  • E. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across New South Wales, Australia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: March 22, 2026, 3:33 p.m.