Triple

T12864332
Position Surface form Disambiguated ID Type / Status
Subject Port Augusta E307676 entity
Predicate hasEducationalInstitution P113 FINISHED
Object TAFE SA Port Augusta campus
TAFE SA Port Augusta campus is a regional vocational education and training facility in Port Augusta, South Australia, offering practical courses and skills development for local students and industries.
E1006936 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: TAFE SA Port Augusta campus | Statement: [Port Augusta, hasEducationalInstitution, TAFE SA Port Augusta campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TAFE SA Port Augusta campus
Context triple: [Port Augusta, hasEducationalInstitution, TAFE SA Port Augusta campus]
  • A. 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.
  • B. TafeSA Murray Bridge campus
    TafeSA Murray Bridge campus is a regional South Australian vocational education and training facility offering a range of practical courses and qualifications to the Murray Bridge community and surrounding areas.
  • C. TAFE NSW Port Macquarie campus
    TAFE NSW Port Macquarie campus is a vocational education and training facility in Port Macquarie offering practical, career-focused courses and qualifications across a range of industries.
  • D. TAFE NSW campus
    TAFE NSW campus is a vocational education and training facility in New South Wales, Australia, offering practical, career-focused courses across a range of industries.
  • E. Warrnambool Campus
    Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
  • 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: TAFE SA Port Augusta campus
Triple: [Port Augusta, hasEducationalInstitution, TAFE SA Port Augusta campus]
Generated description
TAFE SA Port Augusta campus is a regional vocational education and training facility in Port Augusta, South Australia, offering practical courses and skills development for local students and industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TAFE SA Port Augusta campus
Target entity description: TAFE SA Port Augusta campus is a regional vocational education and training facility in Port Augusta, South Australia, offering practical courses and skills development for local students and industries.
  • A. 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.
  • B. TafeSA Murray Bridge campus
    TafeSA Murray Bridge campus is a regional South Australian vocational education and training facility offering a range of practical courses and qualifications to the Murray Bridge community and surrounding areas.
  • C. TAFE NSW Port Macquarie campus
    TAFE NSW Port Macquarie campus is a vocational education and training facility in Port Macquarie offering practical, career-focused courses and qualifications across a range of industries.
  • D. TAFE NSW campus
    TAFE NSW campus is a vocational education and training facility in New South Wales, Australia, offering practical, career-focused courses across a range of industries.
  • E. Warrnambool Campus
    Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9708cf6b48190886a99e04d85d348 completed April 10, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb092b88190b159f1d79156cf86 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69d7984d48190adf5409a1ac7346a completed May 3, 2026, 12:57 a.m.
NED2 Entity disambiguation (via description) batch_69f69e2abc38819095ff4977f2df9b2b completed May 3, 2026, 1 a.m.
Created at: April 9, 2026, 5:37 p.m.