Triple

T14208100
Position Surface form Disambiguated ID Type / Status
Subject Macquarie Fields railway station E352153 entity
Predicate serves P98 FINISHED
Object Macquarie Fields suburb
Macquarie Fields suburb is a residential area in south-western Sydney, New South Wales, known for its diverse community, local schools, and access to public transport and parklands.
 E1086799 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: Macquarie Fields suburb | Statement: [Macquarie Fields railway station, serves, Macquarie Fields suburb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macquarie Fields suburb
Context triple: [Macquarie Fields railway station, serves, Macquarie Fields suburb]
  • A. Marrickville
    Marrickville is a diverse inner-western suburb of Sydney, Australia, known for its multicultural community, vibrant arts and food scene, and working-class roots.
  • B. Eastern Suburbs, Sydney
    Eastern Suburbs, Sydney is an affluent coastal region of Sydney known for its iconic beaches like Bondi, harbourside suburbs, and proximity to the city centre.
  • C. Drummoyne
    Drummoyne is a harbourside suburb in Sydney, Australia, known for its waterfront views, parks, and residential character.
  • D. Fortitude Valley
    Fortitude Valley is an inner-city suburb of Brisbane, Australia, known for its vibrant nightlife, live music venues, and entertainment precinct.
  • E. Chatswood
    Chatswood is a major commercial and residential suburb on Sydney’s North Shore, known for its large shopping precincts, diverse dining scene, and transport hub.
  • 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: Macquarie Fields suburb
Triple: [Macquarie Fields railway station, serves, Macquarie Fields suburb]
Generated description
Macquarie Fields suburb is a residential area in south-western Sydney, New South Wales, known for its diverse community, local schools, and access to public transport and parklands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macquarie Fields suburb
Target entity description: Macquarie Fields suburb is a residential area in south-western Sydney, New South Wales, known for its diverse community, local schools, and access to public transport and parklands.
  • A. Marrickville
    Marrickville is a diverse inner-western suburb of Sydney, Australia, known for its multicultural community, vibrant arts and food scene, and working-class roots.
  • B. Eastern Suburbs, Sydney
    Eastern Suburbs, Sydney is an affluent coastal region of Sydney known for its iconic beaches like Bondi, harbourside suburbs, and proximity to the city centre.
  • C. Drummoyne
    Drummoyne is a harbourside suburb in Sydney, Australia, known for its waterfront views, parks, and residential character.
  • D. Fortitude Valley
    Fortitude Valley is an inner-city suburb of Brisbane, Australia, known for its vibrant nightlife, live music venues, and entertainment precinct.
  • E. Chatswood
    Chatswood is a major commercial and residential suburb on Sydney’s North Shore, known for its large shopping precincts, diverse dining scene, and transport hub.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f84f288190877116330bd54393 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd195301e88190a5ef034253275fb0 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1ee00db08190adffce0381aaab94 completed May 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69fd231ab1dc81908e542c47bed9ada7 completed May 7, 2026, 11:41 p.m.
Created at: April 10, 2026, 1:05 a.m.