Triple

T2761514
Position Surface form Disambiguated ID Type / Status
Subject Beagle Gulf E61229 entity
Predicate isPartOfMarineRegion P2975 FINISHED
Object Northern Marine Region (Australia)
The Northern Marine Region (Australia) is a federally managed marine area off northern Australia that encompasses diverse tropical coastal and offshore ecosystems, including gulfs, reefs, and important habitats for marine wildlife.
E296526 NE FINISHED

How this triple was built (5 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: Northern Marine Region (Australia) | Statement: [Beagle Gulf, isPartOfMarineRegion, Northern Marine Region (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Marine Region (Australia)
Context triple: [Beagle Gulf, isPartOfMarineRegion, Northern Marine Region (Australia)]
  • A. Coral Sea Marine Park
    Coral Sea Marine Park is a vast Australian marine protected area renowned for its rich coral reef ecosystems, diverse marine life, and important role in ocean conservation in the Coral Sea region.
  • B. Illawarra
    Illawarra is a coastal region in New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
  • C. Whitsunday Region
    The Whitsunday Region is a local government area in Queensland, Australia, encompassing coastal mainland communities and the popular Whitsunday Islands tourism destinations.
  • D. Great Australian Bight
    The Great Australian Bight is a vast open bay of the Southern Ocean off the southern coast of mainland Australia, known for its dramatic cliffs, marine biodiversity, and remote, rugged coastline.
  • E. Tasman Basin
    The Tasman Basin is a deep oceanic basin on the seafloor between Australia and New Zealand, forming a major structural and sedimentary feature of the Tasman Sea.
  • 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: Northern Marine Region (Australia)
Triple: [Beagle Gulf, isPartOfMarineRegion, Northern Marine Region (Australia)]
Generated description
The Northern Marine Region (Australia) is a federally managed marine area off northern Australia that encompasses diverse tropical coastal and offshore ecosystems, including gulfs, reefs, and important habitats for marine wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Marine Region (Australia)
Target entity description: The Northern Marine Region (Australia) is a federally managed marine area off northern Australia that encompasses diverse tropical coastal and offshore ecosystems, including gulfs, reefs, and important habitats for marine wildlife.
  • A. Coral Sea Marine Park
    Coral Sea Marine Park is a vast Australian marine protected area renowned for its rich coral reef ecosystems, diverse marine life, and important role in ocean conservation in the Coral Sea region.
  • B. Illawarra
    Illawarra is a coastal region in New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
  • C. Whitsunday Region
    The Whitsunday Region is a local government area in Queensland, Australia, encompassing coastal mainland communities and the popular Whitsunday Islands tourism destinations.
  • D. Great Australian Bight
    The Great Australian Bight is a vast open bay of the Southern Ocean off the southern coast of mainland Australia, known for its dramatic cliffs, marine biodiversity, and remote, rugged coastline.
  • E. Tasman Basin
    The Tasman Basin is a deep oceanic basin on the seafloor between Australia and New Zealand, forming a major structural and sedimentary feature of the Tasman Sea.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfMarineRegion
Context triple: [Beagle Gulf, isPartOfMarineRegion, Northern Marine Region (Australia)]
  • A. hasMarineEcoregion
    Indicates that an entity is associated with, or located within, a specific marine ecoregion.
  • B. marineArea chosen
    Indicates a relationship where an entity is located in, associated with, or relevant to a specific marine or oceanic area.
  • C. hasMarineEcosystem
    Indicates that an entity possesses, contains, or is associated with a marine ecosystem as part of its characteristics or environment.
  • D. marineProtectedAreaOf
    Indicates that one entity is designated as a marine protected area that encompasses, is associated with, or provides protection for the other entity.
  • E. isShallowSea
    Indicates that a body of water is a shallow marine area, typically near coasts or continental shelves, rather than deep ocean.
  • F. None of above.

Provenance (6 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddceb9d88190961e30d521a21552 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc04365448190b37e5ed16c16d650 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0b6368081908e2520ac6680a409 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc145e61881908c0eeae455b02a78 completed March 10, 2026, 6:59 a.m.
PD Predicate disambiguation batch_69abdcfc5e1c8190a5ac2c48d3eaeb0a completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 9:57 p.m.