Triple

T3347640
Position Surface form Disambiguated ID Type / Status
Subject Queensland Parks and Wildlife Service E70412 entity
Predicate oversees P46 FINISHED
Object Queensland state forests estate
Queensland state forests estate is the network of publicly managed forested lands in Queensland, Australia, designated for conservation, recreation, and sustainable resource use.
E353983 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 state forests estate | Statement: [Queensland Parks and Wildlife Service, oversees, Queensland state forests estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland state forests estate
Context triple: [Queensland Parks and Wildlife Service, oversees, Queensland state forests estate]
  • A. Queensland marine parks estate
    The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
  • B. Queensland Parks and Wildlife Service
    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.
  • 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. Lorikeet Forest
    Lorikeet Forest is an immersive, walk-through aviary where visitors can interact closely with colorful lorikeets in a lush, tropical garden setting.
  • E. Wet Tropics of Queensland
    The Wet Tropics of Queensland is a World Heritage–listed region in northeastern Australia renowned for its ancient, biodiversity-rich tropical rainforests, including the Daintree, some of the oldest continuously surviving rainforests on Earth.
  • 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 state forests estate
Triple: [Queensland Parks and Wildlife Service, oversees, Queensland state forests estate]
Generated description
Queensland state forests estate is the network of publicly managed forested lands in Queensland, Australia, designated for conservation, recreation, and sustainable resource use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland state forests estate
Target entity description: Queensland state forests estate is the network of publicly managed forested lands in Queensland, Australia, designated for conservation, recreation, and sustainable resource use.
  • A. Queensland marine parks estate
    The Queensland marine parks estate is a network of protected marine areas in Queensland, Australia, established to conserve marine biodiversity, habitats, and cultural values while supporting sustainable use of coastal and ocean resources.
  • B. Queensland Parks and Wildlife Service
    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.
  • 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. Lorikeet Forest
    Lorikeet Forest is an immersive, walk-through aviary where visitors can interact closely with colorful lorikeets in a lush, tropical garden setting.
  • E. Wet Tropics of Queensland
    The Wet Tropics of Queensland is a World Heritage–listed region in northeastern Australia renowned for its ancient, biodiversity-rich tropical rainforests, including the Daintree, some of the oldest continuously surviving rainforests on Earth.
  • 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_69ad85a4ef7c8190a29e2bbd6fa454e4 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb21c64448190a29631ea8f029868 completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33429da9c8190bb1b62b0130e3d03 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:12 p.m.