Triple

T17432575
Position Surface form Disambiguated ID Type / Status
Subject Bunbury, Western Australia E423908 entity
Predicate hasEducationalInstitution P113 FINISHED
Object South Regional TAFE (Bunbury campus)
South Regional TAFE (Bunbury campus) is a vocational education and training institution in Bunbury, Western Australia, offering a range of practical, career-focused courses and apprenticeships.
 E1268477 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: South Regional TAFE (Bunbury campus) | Statement: [Bunbury, Western Australia, hasEducationalInstitution, South Regional TAFE (Bunbury campus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Regional TAFE (Bunbury campus)
Context triple: [Bunbury, Western Australia, hasEducationalInstitution, South Regional TAFE (Bunbury campus)]
  • A. South West Campus (Bunbury)
    South West Campus (Bunbury) is Edith Cowan University's regional campus in Bunbury, Western Australia, offering a range of tertiary programs to students in the state's south-west.
  • B. Central Regional TAFE Kalgoorlie campus
    Central Regional TAFE Kalgoorlie campus is a vocational education and training institution in Kalgoorlie, Western Australia, offering industry-focused courses and apprenticeships to support local workforce needs.
  • C. TasTAFE Burnie campus
    TasTAFE Burnie campus is a vocational education and training facility in Burnie, Tasmania, offering a range of practical, career-focused courses and qualifications.
  • D. Central Regional TAFE
    Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
  • E. TAFE SA campus
    TAFE SA campus in Mount Gambier is a regional vocational education and training facility offering practical, career-focused courses to the local community in South Australia.
  • 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: South Regional TAFE (Bunbury campus)
Triple: [Bunbury, Western Australia, hasEducationalInstitution, South Regional TAFE (Bunbury campus)]
Generated description
South Regional TAFE (Bunbury campus) is a vocational education and training institution in Bunbury, Western Australia, offering a range of practical, career-focused courses and apprenticeships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Regional TAFE (Bunbury campus)
Target entity description: South Regional TAFE (Bunbury campus) is a vocational education and training institution in Bunbury, Western Australia, offering a range of practical, career-focused courses and apprenticeships.
  • A. South West Campus (Bunbury)
    South West Campus (Bunbury) is Edith Cowan University's regional campus in Bunbury, Western Australia, offering a range of tertiary programs to students in the state's south-west.
  • B. Central Regional TAFE Kalgoorlie campus
    Central Regional TAFE Kalgoorlie campus is a vocational education and training institution in Kalgoorlie, Western Australia, offering industry-focused courses and apprenticeships to support local workforce needs.
  • C. TasTAFE Burnie campus
    TasTAFE Burnie campus is a vocational education and training facility in Burnie, Tasmania, offering a range of practical, career-focused courses and qualifications.
  • D. Central Regional TAFE
    Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
  • E. TAFE SA campus
    TAFE SA campus in Mount Gambier is a regional vocational education and training facility offering practical, career-focused courses to the local community in South Australia.
  • 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_69d889d88b6081908bada047f5b3ba51 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e449014b388190ba8c9023d3c9dd99 completed April 19, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01afeeeb508190a210c4c84544db63 completed May 11, 2026, 10:31 a.m.
NEDg Description generation batch_6a01b090b1f4819094517495fe43fa0f completed May 11, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_6a01b11e85c08190a7bb2a82c9a4a9ca completed May 11, 2026, 10:36 a.m.
Created at: April 10, 2026, 5:46 a.m.