Triple
T18442205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kogarah |
E450558
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
TAFE NSW St George College (Kogarah) campus
TAFE NSW St George College (Kogarah) campus is a vocational education and training facility in Sydney’s southern suburb of Kogarah, offering a range of practical, career-focused courses.
|
E137656
|
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 St George College (Kogarah) campus | Statement: [Kogarah, hasEducationalInstitution, TAFE NSW St George College (Kogarah) campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW St George College (Kogarah) campus Context triple: [Kogarah, hasEducationalInstitution, TAFE NSW St George College (Kogarah) 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.
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.
-
C.
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.
-
D.
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.
-
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 NSW St George College (Kogarah) campus Triple: [Kogarah, hasEducationalInstitution, TAFE NSW St George College (Kogarah) campus]
Generated description
TAFE NSW St George College (Kogarah) campus is a vocational education and training facility in Sydney’s southern suburb of Kogarah, offering a range of practical, career-focused courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAFE NSW St George College (Kogarah) campus Target entity description: TAFE NSW St George College (Kogarah) campus is a vocational education and training facility in Sydney’s southern suburb of Kogarah, offering a range of practical, career-focused courses.
-
A.
TAFE NSW campus
chosen
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.
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.
-
C.
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.
-
D.
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.
-
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.
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_69d8d381d6388190a9e94e9c658174e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e51c11b1288190b9ed4497751197d1 |
completed | April 19, 2026, 6:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fdd9cc48190a7b9eab5cd00eeb9 |
completed | May 13, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_6a0411178f848190a825eac107ceabc2 |
completed | May 13, 2026, 5:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0411953ddc8190845a712b26dde37f |
completed | May 13, 2026, 5:52 a.m. |
Created at: April 10, 2026, 11:30 a.m.