Triple

T21625683
Position Surface form Disambiguated ID Type / Status
Subject Queensland protected area estate E533694 entity
Predicate hasPart P35 FINISHED
Object Queensland nature refuges
Queensland nature refuges are privately or publicly owned lands in Queensland that are voluntarily protected and managed for long-term conservation of natural and cultural values under formal agreements with the state.
E533694 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 nature refuges | Statement: [Queensland protected area estate, hasPart, Queensland nature refuges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland nature refuges
Context triple: [Queensland protected area estate, hasPart, Queensland nature refuges]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Fraser Island World Heritage Area
    Fraser Island World Heritage Area is a protected region in Queensland, Australia, internationally recognized for its unique sand island ecosystems, rainforests, and diverse wildlife.
  • E. 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.
  • 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 nature refuges
Triple: [Queensland protected area estate, hasPart, Queensland nature refuges]
Generated description
Queensland nature refuges are privately or publicly owned lands in Queensland that are voluntarily protected and managed for long-term conservation of natural and cultural values under formal agreements with the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland nature refuges
Target entity description: Queensland nature refuges are privately or publicly owned lands in Queensland that are voluntarily protected and managed for long-term conservation of natural and cultural values under formal agreements with the state.
  • A. 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.
  • B. Queensland protected area estate chosen
    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.
  • C. 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.
  • D. Fraser Island World Heritage Area
    Fraser Island World Heritage Area is a protected region in Queensland, Australia, internationally recognized for its unique sand island ecosystems, rainforests, and diverse wildlife.
  • E. 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.
  • F. None of above.

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_6a0a1e091c948190a45ea405f7b98478 completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a204d4898819085dbb74df4ef2535 completed May 17, 2026, 8:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0a209ecc888190afb8629f92877203 completed May 17, 2026, 8:10 p.m.
Created at: April 16, 2026, 6:34 p.m.