Triple

T6112711
Position Surface form Disambiguated ID Type / Status
Subject Salamander Bay E136283 entity
Predicate partOf P40 FINISHED
Object Port Stephens urban area
Port Stephens urban area is a coastal population centre in New South Wales, Australia, encompassing several suburbs and towns around the Port Stephens estuary.
E569288 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: Port Stephens urban area | Statement: [Salamander Bay, partOf, Port Stephens urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port Stephens urban area
Context triple: [Salamander Bay, partOf, Port Stephens urban area]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Greater Wollongong urban area
    The Greater Wollongong urban area is a major coastal metropolitan region in New South Wales, Australia, centered on the city of Wollongong and encompassing its surrounding suburbs and 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: Port Stephens urban area
Triple: [Salamander Bay, partOf, Port Stephens urban area]
Generated description
Port Stephens urban area is a coastal population centre in New South Wales, Australia, encompassing several suburbs and towns around the Port Stephens estuary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port Stephens urban area
Target entity description: Port Stephens urban area is a coastal population centre in New South Wales, Australia, encompassing several suburbs and towns around the Port Stephens estuary.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Greater Wollongong urban area
    The Greater Wollongong urban area is a major coastal metropolitan region in New South Wales, Australia, centered on the city of Wollongong and encompassing its surrounding suburbs and 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_69c0089ea6f88190b349be53e04b4f5f completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05bbde2048190909aa3a8097bcf93 completed March 22, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125631e008190921206b9e355202b completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c1281a40a0819083e1ed6fe5433016 completed March 23, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69c12891264c81908eec332350863b4a completed March 23, 2026, 11:48 a.m.
Created at: March 22, 2026, 4:14 p.m.