Triple

T17603198
Position Surface form Disambiguated ID Type / Status
Subject Stirling, Western Australia E428757 entity
Predicate transportAccess P1288 FINISHED
Object Karrinyup Road
Karrinyup Road is a major arterial road in Perth’s northern suburbs, providing key east–west connectivity through the City of Stirling in Western Australia.
 E1509586 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: Karrinyup Road | Statement: [Stirling, Western Australia, transportAccess, Karrinyup Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karrinyup Road
Context triple: [Stirling, Western Australia, transportAccess, Karrinyup Road]
  • A. Bundall Road
    Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
  • B. Burwood Highway
    Burwood Highway is a major arterial road in Melbourne, Australia, linking the inner eastern suburbs to the outer east and the Dandenong Ranges.
  • C. Wyong Road
    Wyong Road is a major arterial route on the New South Wales Central Coast that connects several suburbs and provides access to key local facilities and transport links.
  • D. Caloundra Road
    Caloundra Road is a major arterial route on Queensland’s Sunshine Coast that provides access between the Bruce Highway and the coastal city of Caloundra.
  • E. Moggill Road
    Moggill Road is a key arterial route in Brisbane, Queensland, connecting the inner suburb of Toowong with several western suburbs and serving as a major commuter and transport corridor.
  • 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: Karrinyup Road
Triple: [Stirling, Western Australia, transportAccess, Karrinyup Road]
Generated description
Karrinyup Road is a major arterial road in Perth’s northern suburbs, providing key east–west connectivity through the City of Stirling in Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karrinyup Road
Target entity description: Karrinyup Road is a major arterial road in Perth’s northern suburbs, providing key east–west connectivity through the City of Stirling in Western Australia.
  • A. Bundall Road
    Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
  • B. Burwood Highway
    Burwood Highway is a major arterial road in Melbourne, Australia, linking the inner eastern suburbs to the outer east and the Dandenong Ranges.
  • C. Wyong Road
    Wyong Road is a major arterial route on the New South Wales Central Coast that connects several suburbs and provides access to key local facilities and transport links.
  • D. Caloundra Road
    Caloundra Road is a major arterial route on Queensland’s Sunshine Coast that provides access between the Bruce Highway and the coastal city of Caloundra.
  • E. Moggill Road
    Moggill Road is a key arterial route in Brisbane, Queensland, connecting the inner suburb of Toowong with several western suburbs and serving as a major commuter and transport corridor.
  • 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_69d889e1c6148190ba76241e74688f8b completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46c4a9a948190bc857f5da9dc7444 completed April 19, 2026, 5:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60c90c3081909f40801105c3da53 completed May 18, 2026, 12:43 a.m.
NEDg Description generation batch_6a0a62148bcc8190821fce96fbe6fd69 completed May 18, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0a627395d081909c2fd9e49284a236 completed May 18, 2026, 12:50 a.m.
Created at: April 10, 2026, 5:51 a.m.