Triple
T17812684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bairnsdale |
E444750
|
entity |
| Predicate | hasTertiaryInstitution |
P3445
|
FINISHED |
| Object |
TAFE Gippsland Bairnsdale campus
TAFE Gippsland Bairnsdale campus is a regional vocational education and training facility in Bairnsdale, Victoria, offering practical courses and apprenticeships to support local industry and community needs.
|
E1289650
|
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 Gippsland Bairnsdale campus | Statement: [Bairnsdale, hasTertiaryInstitution, TAFE Gippsland Bairnsdale campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE Gippsland Bairnsdale campus Context triple: [Bairnsdale, hasTertiaryInstitution, TAFE Gippsland Bairnsdale campus]
-
A.
TAFE Gippsland Morwell campus
TAFE Gippsland Morwell campus is a regional Australian vocational education and training facility offering a range of practical courses and apprenticeships to students in and around Morwell, Victoria.
-
B.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
C.
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.
-
D.
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.
-
E.
South West TAFE campus
South West TAFE campus is a regional vocational education and training facility serving students in and around Hamilton, Victoria, 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: TAFE Gippsland Bairnsdale campus Triple: [Bairnsdale, hasTertiaryInstitution, TAFE Gippsland Bairnsdale campus]
Generated description
TAFE Gippsland Bairnsdale campus is a regional vocational education and training facility in Bairnsdale, Victoria, offering practical courses and apprenticeships to support local industry and community needs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAFE Gippsland Bairnsdale campus Target entity description: TAFE Gippsland Bairnsdale campus is a regional vocational education and training facility in Bairnsdale, Victoria, offering practical courses and apprenticeships to support local industry and community needs.
-
A.
TAFE Gippsland Morwell campus
TAFE Gippsland Morwell campus is a regional Australian vocational education and training facility offering a range of practical courses and apprenticeships to students in and around Morwell, Victoria.
-
B.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
C.
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.
-
D.
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.
-
E.
South West TAFE campus
South West TAFE campus is a regional vocational education and training facility serving students in and around Hamilton, Victoria, 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887c63608190b29a407cabff0bc5 |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff6254308190837052cba58d45c8 |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a0300aa8f2c8190adb9ed9ec63a9f9a |
completed | May 12, 2026, 10:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0301570f188190a330b2a9f5f45191 |
completed | May 12, 2026, 10:30 a.m. |
Created at: April 10, 2026, 10:14 a.m.