Triple

T3227938
Position Surface form Disambiguated ID Type / Status
Subject Greater Sydney region E67667 entity
Predicate containsCity P294 FINISHED
Object Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
 E343116 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: Blacktown | Statement: [Greater Sydney region, containsCity, Blacktown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blacktown
Context triple: [Greater Sydney region, containsCity, Blacktown]
  • A. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • B. Mitcham
    Mitcham is a suburban district in the London Borough of Merton, known for its historic commons and residential character in south London.
  • C. Gladesville
    Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
  • D. Ermington
    Ermington is a riverside suburb in Sydney, Australia, known for its residential character and proximity to the Parramatta River.
  • E. Parramatta
    Parramatta is a major commercial and cultural centre in Western Sydney, Australia, known for its historic sites, diverse community, and role as a secondary CBD of the Sydney metropolitan area.
  • 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: Blacktown
Triple: [Greater Sydney region, containsCity, Blacktown]
Generated description
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blacktown
Target entity description: Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
  • A. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • B. Mitcham
    Mitcham is a suburban district in the London Borough of Merton, known for its historic commons and residential character in south London.
  • C. Gladesville
    Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
  • D. Ermington
    Ermington is a riverside suburb in Sydney, Australia, known for its residential character and proximity to the Parramatta River.
  • E. Parramatta
    Parramatta is a major commercial and cultural centre in Western Sydney, Australia, known for its historic sites, diverse community, and role as a secondary CBD of the Sydney metropolitan area.
  • 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_69ad858c61888190a31196310d9b30b5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaeb6f8588190a33a9d6c779e8992 completed March 8, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28e9f56b881908742f2aff68b2a34 completed March 12, 2026, 9:59 a.m.
NEDg Description generation batch_69b2966f189c8190bb56daea54be8a93 completed March 12, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69b2d6bf36988190b394766e9821047c completed March 12, 2026, 3:07 p.m.
Created at: March 8, 2026, 3:08 p.m.