Triple

T2741167
Position Surface form Disambiguated ID Type / Status
Subject Lachlan River E60751 entity
Predicate waterManagementAuthority P16695 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: [Lachlan River, waterManagementAuthority, 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: [Lachlan River, waterManagementAuthority, 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 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 National Parks and Wildlife Service
    The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across New South Wales, Australia.
  • D. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • E. New South Wales Heritage Council
    The New South Wales Heritage Council is a statutory body that advises the state government on heritage conservation and oversees the protection and management of significant cultural and historical places in 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb2f210881909126307cc92ebfef completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbca8ac081909ce86d4cd911b4f1 completed March 10, 2026, 6:35 a.m.
Created at: March 6, 2026, 9:56 p.m.