Triple

T4665067
Position Surface form Disambiguated ID Type / Status
Subject Tuncurry E102825 entity
Predicate partOf P40 FINISHED
Object 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.
E462265 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: Forster–Tuncurry urban area | Statement: [Tuncurry, partOf, Forster–Tuncurry urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forster–Tuncurry urban area
Context triple: [Tuncurry, partOf, Forster–Tuncurry urban area]
  • A. 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.
  • B. Echuca–Moama urban area
    The Echuca–Moama urban area is a cross-border regional community spanning the twin towns of Echuca in Victoria and Moama in New South Wales along the Murray River in Australia.
  • C. Lake Macquarie urban area
    Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
  • D. 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.
  • E. Darwin metropolitan area
    The Darwin metropolitan area is the urban region centered on Darwin, the capital city of Australia's Northern Territory, encompassing its surrounding suburbs and satellite communities.
  • 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: Forster–Tuncurry urban area
Triple: [Tuncurry, partOf, Forster–Tuncurry urban area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forster–Tuncurry urban area
Target entity description: 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.
  • A. 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.
  • B. Echuca–Moama urban area
    The Echuca–Moama urban area is a cross-border regional community spanning the twin towns of Echuca in Victoria and Moama in New South Wales along the Murray River in Australia.
  • C. Lake Macquarie urban area
    Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
  • D. 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.
  • E. Darwin metropolitan area
    The Darwin metropolitan area is the urban region centered on Darwin, the capital city of Australia's Northern Territory, encompassing its surrounding suburbs and satellite communities.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633c3ea08190b8a66afbba1dcb1c completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0384a1488190a59dc08766f526dd completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be05269de48190849a76b5fbd24b4a completed March 21, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69be05d277248190bf675151eca07247 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.