Triple

T18327590
Position Surface form Disambiguated ID Type / Status
Subject Ashtonfield E439051 entity
Predicate partOf P40 FINISHED
Object Greater Maitland urban area
The Greater Maitland urban area is a regional population and commercial hub in the Lower Hunter Valley of New South Wales, Australia, encompassing Maitland and its surrounding suburbs.
E1318909 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: Greater Maitland urban area | Statement: [Ashtonfield, partOf, Greater Maitland urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greater Maitland urban area
Context triple: [Ashtonfield, partOf, Greater Maitland 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. 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. 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.
  • D. 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.
  • 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: Greater Maitland urban area
Triple: [Ashtonfield, partOf, Greater Maitland urban area]
Generated description
The Greater Maitland urban area is a regional population and commercial hub in the Lower Hunter Valley of New South Wales, Australia, encompassing Maitland and its surrounding suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greater Maitland urban area
Target entity description: The Greater Maitland urban area is a regional population and commercial hub in the Lower Hunter Valley of New South Wales, Australia, encompassing Maitland and its surrounding suburbs.
  • 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. 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. 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.
  • D. 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.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50aac14488190840b9c22209f13d1 completed April 19, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4cc227481909497c0d13a8eb816 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c8e79b8c8190a8e20ad0ef90fc19 completed May 13, 2026, 12:42 a.m.
NED2 Entity disambiguation (via description) batch_6a03c94a98ac819085d3f99bdf6f4970 completed May 13, 2026, 12:43 a.m.
Created at: April 10, 2026, 10:36 a.m.