Triple

T12842010
Position Surface form Disambiguated ID Type / Status
Subject Waverley Council E307072 entity
Predicate administers P123 FINISHED
Object Bondi Junction
Bondi Junction is a major commercial and transport hub in Sydney’s Eastern Suburbs, known for its large shopping centre and busy train and bus interchange.
 E1003667 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: Bondi Junction | Statement: [Waverley Council, administers, Bondi Junction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bondi Junction
Context triple: [Waverley Council, administers, Bondi Junction]
  • A. Balmain East
    Balmain East is a harbourside inner-west suburb of Sydney, Australia, known for its ferry wharf, village atmosphere, and views across Sydney Harbour.
  • B. Bayside Melbourne
    Bayside Melbourne is a coastal suburban region in Melbourne, Victoria, known for its affluent residential areas, beaches, and strong local sporting culture.
  • C. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • D. Bunbury CBD
    Bunbury CBD is the central business and commercial district of Bunbury, Western Australia, featuring shops, offices, dining, and entertainment venues near the city’s waterfront.
  • E. Surry Hills
    Surry Hills is an inner-city suburb of Sydney, Australia, known for its vibrant dining and bar scene, creative industries, and mix of historic terraces and modern developments.
  • 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: Bondi Junction
Triple: [Waverley Council, administers, Bondi Junction]
Generated description
Bondi Junction is a major commercial and transport hub in Sydney’s Eastern Suburbs, known for its large shopping centre and busy train and bus interchange.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bondi Junction
Target entity description: Bondi Junction is a major commercial and transport hub in Sydney’s Eastern Suburbs, known for its large shopping centre and busy train and bus interchange.
  • A. Balmain East
    Balmain East is a harbourside inner-west suburb of Sydney, Australia, known for its ferry wharf, village atmosphere, and views across Sydney Harbour.
  • B. Bayside Melbourne
    Bayside Melbourne is a coastal suburban region in Melbourne, Victoria, known for its affluent residential areas, beaches, and strong local sporting culture.
  • C. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • D. Bunbury CBD
    Bunbury CBD is the central business and commercial district of Bunbury, Western Australia, featuring shops, offices, dining, and entertainment venues near the city’s waterfront.
  • E. Surry Hills
    Surry Hills is an inner-city suburb of Sydney, Australia, known for its vibrant dining and bar scene, creative industries, and mix of historic terraces and modern developments.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96ff2ab60819085561a3120189985 completed April 10, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68edeaa1881909e06600ef88727de completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f68f8e29508190b9c5b5ed88631bf8 completed May 2, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69f69006c0288190a49ba8714cd19959 completed May 3, 2026, midnight
Created at: April 9, 2026, 5:35 p.m.