Triple
T7368075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepparton |
E169920
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Goulburn Ovens Institute of TAFE campus
Goulburn Ovens Institute of TAFE campus is a regional Australian vocational education and training facility serving the Shepparton area with practical, career-focused courses.
|
E659747
|
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: Goulburn Ovens Institute of TAFE campus | Statement: [Shepparton, hasFacility, Goulburn Ovens Institute of TAFE campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn Ovens Institute of TAFE campus Context triple: [Shepparton, hasFacility, Goulburn Ovens Institute of TAFE campus]
-
A.
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.
-
B.
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.
-
C.
Burwood Campus
Burwood Campus is Deakin University's main metropolitan campus in Melbourne, known for its modern facilities and strong focus on teaching and research.
-
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.
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.
- 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: Goulburn Ovens Institute of TAFE campus Triple: [Shepparton, hasFacility, Goulburn Ovens Institute of TAFE campus]
Generated description
Goulburn Ovens Institute of TAFE campus is a regional Australian vocational education and training facility serving the Shepparton area with practical, career-focused courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goulburn Ovens Institute of TAFE campus Target entity description: Goulburn Ovens Institute of TAFE campus is a regional Australian vocational education and training facility serving the Shepparton area with practical, career-focused courses.
-
A.
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.
-
B.
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.
-
C.
Burwood Campus
Burwood Campus is Deakin University's main metropolitan campus in Melbourne, known for its modern facilities and strong focus on teaching and research.
-
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.
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.
- 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_69c68a5ade988190885b7175f63b7534 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f17fe278819094eb1dd886583c6a |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802bfaa10819083ab3137dbdeefb6 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c80362bcb88190ad8c42f520d7dd56 |
completed | March 28, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803da5e2c819098814b16d14cf837 |
completed | March 28, 2026, 4:37 p.m. |
Created at: March 27, 2026, 3:07 p.m.