Triple

T14078186
Position Surface form Disambiguated ID Type / Status
Subject Chatswood E338794 entity
Predicate localGovernmentArea P3379 FINISHED
Object City of Willoughby
The City of Willoughby is a local government area on Sydney’s lower North Shore in New South Wales, Australia, known for its major commercial and retail hub at Chatswood.
E1077211 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: City of Willoughby | Statement: [Chatswood, localGovernmentArea, City of Willoughby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Willoughby
Context triple: [Chatswood, localGovernmentArea, City of Willoughby]
  • A. City of Wyndham
    The City of Wyndham is a rapidly growing local government area in Melbourne’s outer south-west, known for its diverse suburbs, expanding residential developments, and major education and transport hubs.
  • B. City of Griffith
    The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
  • C. Town of Collingwood
    The Town of Collingwood is a waterfront community in central Ontario, Canada, known for its proximity to Blue Mountain ski resort and recreational opportunities along Georgian Bay.
  • D. City of Moreland
    The City of Moreland was a local government area in metropolitan Melbourne, Victoria, Australia, encompassing several inner-northern suburbs.
  • E. City of Ryde
    The City of Ryde is a local government area in Northern Sydney, New South Wales, known for its mix of residential suburbs, commercial centres, and educational institutions such as Macquarie University.
  • 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: City of Willoughby
Triple: [Chatswood, localGovernmentArea, City of Willoughby]
Generated description
The City of Willoughby is a local government area on Sydney’s lower North Shore in New South Wales, Australia, known for its major commercial and retail hub at Chatswood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Willoughby
Target entity description: The City of Willoughby is a local government area on Sydney’s lower North Shore in New South Wales, Australia, known for its major commercial and retail hub at Chatswood.
  • A. City of Wyndham
    The City of Wyndham is a rapidly growing local government area in Melbourne’s outer south-west, known for its diverse suburbs, expanding residential developments, and major education and transport hubs.
  • B. City of Griffith
    The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
  • C. Town of Collingwood
    The Town of Collingwood is a waterfront community in central Ontario, Canada, known for its proximity to Blue Mountain ski resort and recreational opportunities along Georgian Bay.
  • D. City of Moreland
    The City of Moreland was a local government area in metropolitan Melbourne, Victoria, Australia, encompassing several inner-northern suburbs.
  • E. City of Ryde
    The City of Ryde is a local government area in Northern Sydney, New South Wales, known for its mix of residential suburbs, commercial centres, and educational institutions such as Macquarie University.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb670f51c819088e8d0137f8d3bb1 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcbef464248190881012d92777557c completed May 7, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69fcbfbae7608190a8d8cf0fa270df9d completed May 7, 2026, 4:37 p.m.
Created at: April 9, 2026, 10:21 p.m.