Triple

T3347641
Position Surface form Disambiguated ID Type / Status
Subject Queensland Parks and Wildlife Service E70412 entity
Predicate oversees P46 FINISHED
Object 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.
E350056 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 marine parks estate | Statement: [Queensland Parks and Wildlife Service, oversees, Queensland marine parks estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland marine parks estate
Context triple: [Queensland Parks and Wildlife Service, oversees, Queensland marine parks estate]
  • A. Great Barrier Reef Marine Park Authority
    The Great Barrier Reef Marine Park Authority is an Australian government agency responsible for protecting and managing the Great Barrier Reef Marine Park and its environmental, cultural, and economic values.
  • B. Commonwealth marine parks
    Commonwealth marine parks are a network of federally managed protected areas in Australia’s offshore waters established to conserve marine biodiversity and support sustainable use of ocean resources.
  • C. North and South Marine Parks
    North and South Marine Parks are marine protected areas off Andros Island in the Bahamas, established to conserve the region’s coral reefs, seagrass beds, and rich marine biodiversity.
  • D. Solitary Islands Marine Park
    Solitary Islands Marine Park is a protected marine area off the coast of New South Wales, Australia, known for its rich biodiversity and the meeting of tropical and temperate ocean currents.
  • E. Lord Howe Island Marine Park
    Lord Howe Island Marine Park is a protected marine area in the Tasman Sea renowned for its rich biodiversity, coral reefs, and conservation of unique subtropical marine ecosystems surrounding Lord Howe Island.
  • 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 marine parks estate
Triple: [Queensland Parks and Wildlife Service, oversees, Queensland marine parks estate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland marine parks estate
Target entity description: 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.
  • A. Great Barrier Reef Marine Park Authority
    The Great Barrier Reef Marine Park Authority is an Australian government agency responsible for protecting and managing the Great Barrier Reef Marine Park and its environmental, cultural, and economic values.
  • B. Commonwealth marine parks
    Commonwealth marine parks are a network of federally managed protected areas in Australia’s offshore waters established to conserve marine biodiversity and support sustainable use of ocean resources.
  • C. North and South Marine Parks
    North and South Marine Parks are marine protected areas off Andros Island in the Bahamas, established to conserve the region’s coral reefs, seagrass beds, and rich marine biodiversity.
  • D. Solitary Islands Marine Park
    Solitary Islands Marine Park is a protected marine area off the coast of New South Wales, Australia, known for its rich biodiversity and the meeting of tropical and temperate ocean currents.
  • E. Lord Howe Island Marine Park
    Lord Howe Island Marine Park is a protected marine area in the Tasman Sea renowned for its rich biodiversity, coral reefs, and conservation of unique subtropical marine ecosystems surrounding Lord Howe Island.
  • 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_69b3252706408190a86038ca1fe930fd completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325bd10d881909ce66de3512f00d1 completed March 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69b3263e637c8190b1e854091ffbf2c7 completed March 12, 2026, 8:46 p.m.
Created at: March 8, 2026, 3:12 p.m.