Triple

T21625700
Position Surface form Disambiguated ID Type / Status
Subject Queensland protected area estate E533694 entity
Predicate contributesTo P477 FINISHED
Object Queensland biodiversity strategy
The Queensland biodiversity strategy is a state-level framework that guides the conservation and sustainable management of Queensland’s native species and ecosystems through coordinated policies, planning, and protected area initiatives.
E1494579 NE FINISHED

How this triple was built (4 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 biodiversity strategy | Statement: [Queensland protected area estate, contributesTo, Queensland biodiversity strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland biodiversity strategy
Context triple: [Queensland protected area estate, contributesTo, Queensland biodiversity strategy]
  • A. Victorian biodiversity strategy
    The Victorian biodiversity strategy is a comprehensive policy framework guiding the conservation and sustainable management of native species and ecosystems across the Australian state of Victoria.
  • B. Nature Conservation Act 1992 (Queensland)
    The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
  • C. 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.
  • D. 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.
  • E. Australasian Species Management Program
    The Australasian Species Management Program is a regional zoo-based conservation initiative that coordinates cooperative breeding and population management of threatened species across Australasian zoos and aquariums.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Queensland biodiversity strategy
Triple: [Queensland protected area estate, contributesTo, Queensland biodiversity strategy]
Generated description
The Queensland biodiversity strategy is a state-level framework that guides the conservation and sustainable management of Queensland’s native species and ecosystems through coordinated policies, planning, and protected area initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland biodiversity strategy
Target entity description: The Queensland biodiversity strategy is a state-level framework that guides the conservation and sustainable management of Queensland’s native species and ecosystems through coordinated policies, planning, and protected area initiatives.
  • A. Victorian biodiversity strategy
    The Victorian biodiversity strategy is a comprehensive policy framework guiding the conservation and sustainable management of native species and ecosystems across the Australian state of Victoria.
  • B. Nature Conservation Act 1992 (Queensland)
    The Nature Conservation Act 1992 (Queensland) is a key piece of environmental legislation that provides the framework for protecting native wildlife and managing protected areas and natural resources across Queensland.
  • C. 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.
  • D. 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.
  • E. Australasian Species Management Program
    The Australasian Species Management Program is a regional zoo-based conservation initiative that coordinates cooperative breeding and population management of threatened species across Australasian zoos and aquariums.
  • F. None of above. chosen

Provenance (5 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52131f2c8190b9966adf43a0fe4f completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f92ff3881908f6319ef93abf078 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.