Triple

T13038228
Position Surface form Disambiguated ID Type / Status
Subject Moffat Beach E326619 entity
Predicate partOf P40 FINISHED
Object Sunshine Coast urban area
The Sunshine Coast urban area is a major coastal conurbation in South East Queensland, Australia, known for its rapidly growing population, tourism-driven economy, and string of beachside communities.
E1030651 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: Sunshine Coast urban area | Statement: [Moffat Beach, partOf, Sunshine Coast urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast urban area
Context triple: [Moffat Beach, partOf, Sunshine Coast urban area]
  • A. Capricorn Coast urban area
    The Capricorn Coast urban area is a coastal population center in Central Queensland, Australia, encompassing towns such as Yeppoon and serving as a regional hub for tourism and seaside living.
  • B. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • C. Sunshine Coast Regional District
    Sunshine Coast Regional District is a local government area on British Columbia’s southwest coast, encompassing coastal communities and islands along the Strait of Georgia.
  • D. Gold Coast–Tweed Heads urban area
    The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
  • E. Blue Mountains urban area
    The Blue Mountains urban area is a string of towns and villages in New South Wales, Australia, stretching along the Great Western Highway and railway line through the scenic Blue Mountains region west of Sydney.
  • 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: Sunshine Coast urban area
Triple: [Moffat Beach, partOf, Sunshine Coast urban area]
Generated description
The Sunshine Coast urban area is a major coastal conurbation in South East Queensland, Australia, known for its rapidly growing population, tourism-driven economy, and string of beachside communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast urban area
Target entity description: The Sunshine Coast urban area is a major coastal conurbation in South East Queensland, Australia, known for its rapidly growing population, tourism-driven economy, and string of beachside communities.
  • A. Capricorn Coast urban area
    The Capricorn Coast urban area is a coastal population center in Central Queensland, Australia, encompassing towns such as Yeppoon and serving as a regional hub for tourism and seaside living.
  • B. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • C. Sunshine Coast Regional District
    Sunshine Coast Regional District is a local government area on British Columbia’s southwest coast, encompassing coastal communities and islands along the Strait of Georgia.
  • D. Gold Coast–Tweed Heads urban area
    The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
  • E. Blue Mountains urban area
    The Blue Mountains urban area is a string of towns and villages in New South Wales, Australia, stretching along the Great Western Highway and railway line through the scenic Blue Mountains region west of Sydney.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804b743c8190810dc5c14bc6d912 completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a20a5ec8190bc054b3d7cae003b completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b8f325c819097fb5f221ba28b9a completed May 3, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69f70c4c6f908190b2ebc2a90b049e59 completed May 3, 2026, 8:50 a.m.
Created at: April 9, 2026, 8:55 p.m.