Triple

T4237282
Position Surface form Disambiguated ID Type / Status
Subject Edith Cowan University E94722 entity
Predicate locatedIn P40 FINISHED
Object 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.
 E423908 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: Bunbury, Western Australia | Statement: [Edith Cowan University, locatedIn, Bunbury, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bunbury, Western Australia
Context triple: [Edith Cowan University, locatedIn, Bunbury, Western Australia]
  • A. Busselton
    Busselton is a coastal city in Western Australia best known for its long timber jetty, popular beaches, and role as a gateway to the Margaret River wine and tourism region.
  • B. Mandurah
    Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
  • C. Benowa
    Benowa is a suburb on Queensland’s Gold Coast in Australia, situated along the Nerang River and known for its residential areas, schools, and golf courses.
  • D. Fremantle
    Fremantle is a historic port city at the mouth of the Swan River, known for its maritime heritage, preserved 19th-century architecture, and vibrant arts and café culture.
  • E. Fremantle
    Fremantle is a global television production and distribution company known for creating and producing major entertainment formats and reality shows.
  • 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: Bunbury, Western Australia
Triple: [Edith Cowan University, locatedIn, Bunbury, Western Australia]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bunbury, Western Australia
Target entity description: 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.
  • A. Busselton
    Busselton is a coastal city in Western Australia best known for its long timber jetty, popular beaches, and role as a gateway to the Margaret River wine and tourism region.
  • B. Mandurah
    Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
  • C. Benowa
    Benowa is a suburb on Queensland’s Gold Coast in Australia, situated along the Nerang River and known for its residential areas, schools, and golf courses.
  • D. Fremantle
    Fremantle is a historic port city at the mouth of the Swan River, known for its maritime heritage, preserved 19th-century architecture, and vibrant arts and café culture.
  • E. Fremantle
    Fremantle is a global television production and distribution company known for creating and producing major entertainment formats and reality shows.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e7589b48190a16e7ff29fb6a162 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a86996f48190987d3ac234a9b7f4 completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a9f58de48190b6f2f56804bc6d30 completed March 14, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5aabd2080819091d65362cf02120b completed March 14, 2026, 6:36 p.m.
Created at: March 12, 2026, 11:05 p.m.