Triple
T2303367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie |
E51780
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E253380
|
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 NSW Port Macquarie campus | Statement: [Port Macquarie, hasEducationalInstitution, TAFE NSW Port Macquarie campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW Port Macquarie campus Context triple: [Port Macquarie, hasEducationalInstitution, TAFE NSW Port Macquarie campus]
-
A.
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.
-
B.
Wodonga TAFE
Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
-
C.
Muswellbrook TAFE campus
Muswellbrook TAFE campus is a vocational education and training facility in Muswellbrook, New South Wales, offering practical courses and skills development for local students and industries.
-
D.
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.
-
E.
Southern Cross University Coffs Harbour campus
Southern Cross University Coffs Harbour campus is a regional Australian university campus offering a range of undergraduate and postgraduate programs in a coastal setting on the New South Wales Mid North Coast.
- 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 NSW Port Macquarie campus Triple: [Port Macquarie, hasEducationalInstitution, TAFE NSW Port Macquarie campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW Port Macquarie campus Target entity description: 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.
-
A.
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.
-
B.
Wodonga TAFE
Wodonga TAFE is a vocational education and training institute in Wodonga, Victoria, Australia, offering a range of practical, career-focused courses and apprenticeships.
-
C.
Muswellbrook TAFE campus
Muswellbrook TAFE campus is a vocational education and training facility in Muswellbrook, New South Wales, offering practical courses and skills development for local students and industries.
-
D.
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.
-
E.
Southern Cross University Coffs Harbour campus
Southern Cross University Coffs Harbour campus is a regional Australian university campus offering a range of undergraduate and postgraduate programs in a coastal setting on the New South Wales Mid North Coast.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5f101dc8190824346e6ae564e51 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f332e788190b1dd4b8b0bbfe5d7 |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae802a066881909aa4e7b00e29306f |
completed | March 9, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80c37ff48190a24b7806320ebc00 |
completed | March 9, 2026, 8:11 a.m. |
Created at: March 4, 2026, 7:49 p.m.