Triple

T16476385
Position Surface form Disambiguated ID Type / Status
Subject Perth–Stirling line E400197 entity
Predicate serves P98 FINISHED
Object Stirling, Western Australia E428757 NE FINISHED

How this triple was built (2 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: Stirling, Western Australia | Statement: [Perth–Stirling line, serves, Stirling, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling, Western Australia
Context triple: [Perth–Stirling line, serves, Stirling, Western Australia]
  • A. Stirling, Western Australia chosen
    Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • B. Stirling, South Australia
    Stirling, South Australia is a leafy township in the Adelaide Hills known for its cool climate, historic homes, and vibrant gardens and cafes.
  • C. Cottesloe, Western Australia
    Cottesloe, Western Australia is a coastal suburb of Perth known for its iconic beachfront, relaxed seaside lifestyle, and historic architecture.
  • D. Wickham, Western Australia
    Wickham is a small mining town in Western Australia’s Pilbara region, established to support nearby iron ore operations and coastal port facilities.
  • E. Joondalup, Western Australia
    Joondalup, Western Australia is a major regional city and administrative centre in Perth’s northern suburbs, known for its planned urban development, shopping and commercial precincts, and educational institutions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32dd4f53081908f78b88435c8c719 completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5f238881909b5f2fb41da3f932 completed May 10, 2026, 9:26 a.m.
Created at: April 10, 2026, 5:13 a.m.