Triple

T16869950
Position Surface form Disambiguated ID Type / Status
Subject Manning–Hunter water management area E410142 entity
Predicate partOf P40 FINISHED
Object New South Wales water management framework E144586 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 water management framework | Statement: [Manning–Hunter water management area, partOf, New South Wales water management framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New South Wales water management framework
Context triple: [Manning–Hunter water management area, partOf, New South Wales water management framework]
  • A. New South Wales water management framework chosen
    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.
  • B. New South Wales Catchment Management Authorities network
    The New South Wales Catchment Management Authorities network was a coordinated system of regional bodies in New South Wales, Australia, responsible for managing natural resources and catchments through local planning, conservation, and sustainable land and water use initiatives.
  • C. 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.
  • D. 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.
  • E. New South Wales irrigation districts
    The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b50b85c08190b35d1c45ee0e9675 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2aeb9908190964a9403402186fb completed May 10, 2026, 5:38 p.m.
Created at: April 10, 2026, 5:24 a.m.