Triple

T4302596
Position Surface form Disambiguated ID Type / Status
Subject James Stirling E99874 entity
Predicate namesake P63 FINISHED
Object Stirling, Western Australia
Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
 E428757 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: Stirling, Western Australia | Statement: [James Stirling, namesake, Stirling, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling, Western Australia
Context triple: [James Stirling, namesake, Stirling, Western Australia]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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: Stirling, Western Australia
Triple: [James Stirling, namesake, Stirling, Western Australia]
Generated description
Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling, Western Australia
Target entity description: Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350b66450819089c9ff6ff9f045e5 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c74d59688190820cef42c4228a3a completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7bd187c8190b79894c864ea5b19 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c88035dc8190beacf43974a29c78 completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:08 p.m.