Triple
T12766657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mount Gambier |
E305140
|
entity |
| Predicate | hasTertiaryInstitution |
P3445
|
FINISHED |
| Object |
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.
|
E1001937
|
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 campus | Statement: [Mount Gambier, hasTertiaryInstitution, TAFE SA campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE SA campus Context triple: [Mount Gambier, hasTertiaryInstitution, TAFE SA campus]
-
A.
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.
-
B.
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.
-
C.
Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
-
D.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
E.
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.
- 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 campus Triple: [Mount Gambier, hasTertiaryInstitution, TAFE SA campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAFE SA campus Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Sunraysia Institute of TAFE
Sunraysia Institute of TAFE is a regional Australian vocational education and training provider serving the Mildura area and surrounding Sunraysia region.
-
D.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
E.
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.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96df1ef148190af525532fcb0933b |
completed | April 10, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684f4e1508190a6f023f1d1dc192e |
completed | May 2, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:28 p.m.