Triple
T7311386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray Bridge |
E168097
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E656137
|
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: TafeSA Murray Bridge campus | Statement: [Murray Bridge, hasEducationalInstitution, TafeSA Murray Bridge campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TafeSA Murray Bridge campus Context triple: [Murray Bridge, hasEducationalInstitution, TafeSA Murray Bridge campus]
-
A.
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.
-
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.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
D.
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.
-
E.
The Gordon TAFE
The Gordon TAFE is a major vocational education and training institute based in Geelong, Australia, offering a wide range of practical and industry-focused courses.
- 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: TafeSA Murray Bridge campus Triple: [Murray Bridge, hasEducationalInstitution, TafeSA Murray Bridge campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TafeSA Murray Bridge campus Target entity description: 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.
-
A.
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.
-
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.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
D.
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.
-
E.
The Gordon TAFE
The Gordon TAFE is a major vocational education and training institute based in Geelong, Australia, offering a wide range of practical and industry-focused courses.
- 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_69c6888d8e3c81909db79714903baf31 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ebff866081909916796d1b72aee8 |
completed | March 27, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e56b4178819087341903a168440b |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e69b51d88190a25fbcec7993654f |
completed | March 28, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e76f3cd88190957e096c81e6e803 |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 3:02 p.m.