Triple

T8772966
Position Surface form Disambiguated ID Type / Status
Subject Point Cook, Victoria E208507 entity
Predicate nearbySuburb P41355 FINISHED
Object Hoppers Crossing
Hoppers Crossing is a residential suburb in Melbourne’s western metropolitan area, known for its family-friendly amenities and proximity to major transport links and shopping centres.
E758894 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: Hoppers Crossing | Statement: [Point Cook, Victoria, nearbySuburb, Hoppers Crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoppers Crossing
Context triple: [Point Cook, Victoria, nearbySuburb, Hoppers Crossing]
  • A. Prahran
    Prahran is an inner-city suburb of Melbourne, Australia, known for its vibrant shopping, dining, and nightlife precincts along Chapel Street.
  • B. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • C. Glen Waverley
    Glen Waverley is a major residential and commercial suburb in Melbourne, Victoria, known for its busy shopping precincts, schools, and transport connections.
  • D. Caulfield
    Caulfield is the surname of the fictional family in J.D. Salinger’s novel "The Catcher in the Rye," most notably associated with the protagonist Holden Caulfield.
  • E. Caulfield
    Caulfield is a suburb in Melbourne, Australia, known for its major railway station and proximity to Monash University's Caulfield campus.
  • 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: Hoppers Crossing
Triple: [Point Cook, Victoria, nearbySuburb, Hoppers Crossing]
Generated description
Hoppers Crossing is a residential suburb in Melbourne’s western metropolitan area, known for its family-friendly amenities and proximity to major transport links and shopping centres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoppers Crossing
Target entity description: Hoppers Crossing is a residential suburb in Melbourne’s western metropolitan area, known for its family-friendly amenities and proximity to major transport links and shopping centres.
  • A. Prahran
    Prahran is an inner-city suburb of Melbourne, Australia, known for its vibrant shopping, dining, and nightlife precincts along Chapel Street.
  • B. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • C. Glen Waverley
    Glen Waverley is a major residential and commercial suburb in Melbourne, Victoria, known for its busy shopping precincts, schools, and transport connections.
  • D. Caulfield
    Caulfield is the surname of the fictional family in J.D. Salinger’s novel "The Catcher in the Rye," most notably associated with the protagonist Holden Caulfield.
  • E. Caulfield
    Caulfield is a suburb in Melbourne, Australia, known for its major railway station and proximity to Monash University's Caulfield campus.
  • 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2dc87c8190be0597a260d95a0b completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f2793688190a23ab55eba95e177 completed April 3, 2026, 7:41 a.m.
NEDg Description generation batch_69cf7041b6bc81909924d1382b756746 completed April 3, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf714f22c48190a192c6fc32debfd6 completed April 3, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:41 p.m.