Triple

T17159565
Position Surface form Disambiguated ID Type / Status
Subject Campbell Barracks, Swanbourne, Western Australia E416441 entity
Predicate locatedIn P40 FINISHED
Object Swanbourne, Western Australia
Swanbourne, Western Australia is a coastal suburb of Perth known for its beaches, residential character, and the presence of significant military facilities.
 E1254798 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: Swanbourne, Western Australia | Statement: [Campbell Barracks, Swanbourne, Western Australia, locatedIn, Swanbourne, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swanbourne, Western Australia
Context triple: [Campbell Barracks, Swanbourne, Western Australia, locatedIn, Swanbourne, Western Australia]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Walpole, Western Australia
    Walpole, Western Australia is a small coastal town in the state's South West region, known for its surrounding karri and tingle forests, proximity to Walpole-Nornalup National Park, and eco-tourism activities.
  • E. Pemberton, Western Australia
    Pemberton, Western Australia is a small town in the state's South West region, known for its towering karri forests, cool-climate vineyards, and outdoor tourism.
  • 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: Swanbourne, Western Australia
Triple: [Campbell Barracks, Swanbourne, Western Australia, locatedIn, Swanbourne, Western Australia]
Generated description
Swanbourne, Western Australia is a coastal suburb of Perth known for its beaches, residential character, and the presence of significant military facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swanbourne, Western Australia
Target entity description: Swanbourne, Western Australia is a coastal suburb of Perth known for its beaches, residential character, and the presence of significant military facilities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Walpole, Western Australia
    Walpole, Western Australia is a small coastal town in the state's South West region, known for its surrounding karri and tingle forests, proximity to Walpole-Nornalup National Park, and eco-tourism activities.
  • E. Pemberton, Western Australia
    Pemberton, Western Australia is a small town in the state's South West region, known for its towering karri forests, cool-climate vineyards, and outdoor tourism.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f9103e3881908e76cea1c4880779 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148376bc081908372366203a27fa8 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014b5691a881908fdad49f7dadc76c completed May 11, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_6a014bbc921081909c39cd6d11400b56 completed May 11, 2026, 3:23 a.m.
Created at: April 10, 2026, 5:37 a.m.