Triple

T20030344
Position Surface form Disambiguated ID Type / Status
Subject Yule Brook E495104 entity
Predicate near P350 FINISHED
Object Maddington, Western Australia — NE NERFINISHED

How this triple was built (3 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: Maddington, Western Australia | Statement: [Yule Brook, near, Maddington, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maddington, Western Australia
Context triple: [Yule Brook, near, Maddington, Western Australia]
  • A. Wyndham, Western Australia
    Wyndham is a remote town in the far north of Western Australia, known as one of the state's northernmost ports and a gateway to the Kimberley region.
  • B. Onslow, Western Australia
    Onslow, Western Australia is a remote coastal town in the Pilbara region known for its fishing, offshore oil and gas industry, and proximity to Ningaloo Reef and rugged outback landscapes.
  • C. 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.
  • D. Newman, Western Australia
    Newman, Western Australia is a remote mining town in the Pilbara region that serves as a major service and residential hub for nearby iron ore operations.
  • E. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maddington, Western Australia
Target entity description: Maddington, Western Australia is a southeastern suburb of Perth known for its mix of residential areas, light industry, and transport links including a railway station on the Armadale line.
  • A. Wyndham, Western Australia
    Wyndham is a remote town in the far north of Western Australia, known as one of the state's northernmost ports and a gateway to the Kimberley region.
  • B. Onslow, Western Australia
    Onslow, Western Australia is a remote coastal town in the Pilbara region known for its fishing, offshore oil and gas industry, and proximity to Ningaloo Reef and rugged outback landscapes.
  • C. 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.
  • D. Newman, Western Australia
    Newman, Western Australia is a remote mining town in the Pilbara region that serves as a major service and residential hub for nearby iron ore operations.
  • E. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • F. None of above. chosen

Provenance (2 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66291a00c8190b0b895909f32d623 completed April 20, 2026, 5:29 p.m.
Created at: April 11, 2026, 3:36 p.m.