Triple

T3255189
Position Surface form Disambiguated ID Type / Status
Subject South East Queensland E68278 entity
Predicate containsUrbanArea P11388 FINISHED
Object 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.
E342466 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: Gold Coast–Tweed Heads urban area | Statement: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gold Coast–Tweed Heads urban area
Context triple: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
  • A. New South Wales Central Coast urban area
    The New South Wales Central Coast urban area is a coastal conurbation between Sydney and Newcastle known for its beaches, commuter suburbs, and regional commercial centres.
  • B. Greater Sydney region
    The Greater Sydney region is the expansive metropolitan area centered on Sydney, Australia, encompassing the city and its surrounding urban and coastal communities.
  • C. Northern Beaches region
    The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
  • D. Sutherland Shire
    Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
  • E. Tweed Heads
    Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
  • 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: Gold Coast–Tweed Heads urban area
Triple: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gold Coast–Tweed Heads urban area
Target entity description: 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.
  • A. New South Wales Central Coast urban area
    The New South Wales Central Coast urban area is a coastal conurbation between Sydney and Newcastle known for its beaches, commuter suburbs, and regional commercial centres.
  • B. Greater Sydney region
    The Greater Sydney region is the expansive metropolitan area centered on Sydney, Australia, encompassing the city and its surrounding urban and coastal communities.
  • C. Northern Beaches region
    The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
  • D. Sutherland Shire
    Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
  • E. Tweed Heads
    Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf65c9388190a0d74d6365ce631e completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ec9553881908ee96b8684934914 completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b28f9e12488190b93355b783300264 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2c092063481909982dea3f71c00c1 completed March 12, 2026, 1:33 p.m.
Created at: March 8, 2026, 3:09 p.m.