Triple

T6845261
Position Surface form Disambiguated ID Type / Status
Subject Macquarie River (New South Wales) E157877 entity
Predicate managedBy P86 FINISHED
Object New South Wales 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: New South Wales Department of Planning and Environment – Water | Statement: [Macquarie River (New South Wales), managedBy, New South Wales Department of Planning and Environment – Water]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New South Wales Department of Planning and Environment – Water
Context triple: [Macquarie River (New South Wales), managedBy, New South Wales 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 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.
  • C. 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.
  • D. 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.
  • E. Department for Environment and Water (South Australia)
    The Department for Environment and Water (South Australia) is a state government agency responsible for managing South Australia’s natural resources, parks, and environmental policy and conservation.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ca96008190ba79563c2a9a9b0e completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fc42e688190baa8413883e5506c completed March 28, 2026, 1:32 a.m.
Created at: March 27, 2026, 2:19 p.m.