Triple

T9841383
Position Surface form Disambiguated ID Type / Status
Subject Moorabbin, Victoria, Australia E239233 entity
Predicate region P40 FINISHED
Object Bayside area of Melbourne
The Bayside area of Melbourne is a coastal suburban region in Melbourne’s southeast known for its beaches, residential neighborhoods, and proximity to Port Phillip Bay.
E825339 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: Bayside area of Melbourne | Statement: [Moorabbin, Victoria, Australia, region, Bayside area of Melbourne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bayside area of Melbourne
Context triple: [Moorabbin, Victoria, Australia, region, Bayside area of Melbourne]
  • A. Eastern suburbs of Melbourne
    The Eastern suburbs of Melbourne are a collection of predominantly residential neighborhoods east of Melbourne’s central business district, known for their leafy streets, established schools, and well-connected public transport.
  • B. Central Business District of Melbourne
    The Central Business District of Melbourne is the city's primary commercial and cultural hub, known for its dense high-rise skyline, historic architecture, shopping precincts, and vibrant laneways.
  • C. East Melbourne
    East Melbourne is an inner-city suburb of Melbourne, Victoria, known for its historic architecture, leafy streets, and major sporting and parkland precincts.
  • D. City of Melbourne local government area
    The City of Melbourne local government area is the municipal council and administrative region that encompasses Melbourne’s central business district and surrounding inner suburbs in Victoria, Australia.
  • E. Inner Melbourne
    Inner Melbourne is the central urban area of Melbourne, Australia, encompassing the city’s core business district and surrounding inner suburbs known for their dense development, heritage architecture, and major civic institutions.
  • 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: Bayside area of Melbourne
Triple: [Moorabbin, Victoria, Australia, region, Bayside area of Melbourne]
Generated description
The Bayside area of Melbourne is a coastal suburban region in Melbourne’s southeast known for its beaches, residential neighborhoods, and proximity to Port Phillip Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bayside area of Melbourne
Target entity description: The Bayside area of Melbourne is a coastal suburban region in Melbourne’s southeast known for its beaches, residential neighborhoods, and proximity to Port Phillip Bay.
  • A. Eastern suburbs of Melbourne
    The Eastern suburbs of Melbourne are a collection of predominantly residential neighborhoods east of Melbourne’s central business district, known for their leafy streets, established schools, and well-connected public transport.
  • B. Central Business District of Melbourne
    The Central Business District of Melbourne is the city's primary commercial and cultural hub, known for its dense high-rise skyline, historic architecture, shopping precincts, and vibrant laneways.
  • C. East Melbourne
    East Melbourne is an inner-city suburb of Melbourne, Victoria, known for its historic architecture, leafy streets, and major sporting and parkland precincts.
  • D. City of Melbourne local government area
    The City of Melbourne local government area is the municipal council and administrative region that encompasses Melbourne’s central business district and surrounding inner suburbs in Victoria, Australia.
  • E. Inner Melbourne
    Inner Melbourne is the central urban area of Melbourne, Australia, encompassing the city’s core business district and surrounding inner suburbs known for their dense development, heritage architecture, and major civic institutions.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34c920c81909b56ed9936b15f9b completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5d9673c8190ada27bef9220798d completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6815e28819081788393cda63bc0 completed April 5, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:33 p.m.