Triple

T21651379
Position Surface form Disambiguated ID Type / Status
Subject Boodjamulla (Lawn Hill) region, northwestern Queensland E534344 entity
Predicate management P86 FINISHED
Object Queensland Parks and Wildlife Service (for protected areas) — NE NERFINISHED

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: Queensland Parks and Wildlife Service (for protected areas) | Statement: [Boodjamulla (Lawn Hill) region, northwestern Queensland, management, Queensland Parks and Wildlife Service (for protected areas)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Queensland Parks and Wildlife Service (for protected areas)
Context triple: [Boodjamulla (Lawn Hill) region, northwestern Queensland, management, Queensland Parks and Wildlife Service (for protected areas)]
  • A. Queensland Parks and Wildlife Service chosen
    Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural areas.
  • B. Queensland Department of Environment and Science
    The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
  • C. Queensland national parks system
    The Queensland national parks system is the network of protected natural areas managed by the state of Queensland, Australia, to conserve its diverse ecosystems, wildlife, and landscapes.
  • D. 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.
  • E. Queensland protected area estate
    The Queensland protected area estate is the collective network of national parks, conservation reserves, and other protected lands in Queensland, Australia, managed to conserve the state’s natural and cultural heritage.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c466aec88190ba39c7543dbc8ba2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5914a3f88190b797188eba34edd8 completed April 27, 2026, 12:39 p.m.
Created at: April 16, 2026, 6:36 p.m.