Triple
T17401394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chisholm Institute Dandenong campus |
E423094
|
entity |
| Predicate | regulatoryFramework |
P1051
|
FINISHED |
| Object | Victorian Qualifications Framework |
—
|
NE NERFINISHED |
How this triple was built (3 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: Victorian Qualifications Framework | Statement: [Chisholm Institute Dandenong campus, regulatoryFramework, Victorian Qualifications Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Victorian Qualifications Framework Context triple: [Chisholm Institute Dandenong campus, regulatoryFramework, Victorian Qualifications Framework]
-
A.
Queensland vocational education and training framework
The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
-
B.
Australian Qualifications Framework
The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
-
C.
Victorian Certificate of Applied Learning
The Victorian Certificate of Applied Learning is a hands-on, work-focused senior secondary qualification in Victoria, Australia, designed as an alternative to traditional academic study.
-
D.
Victorian Certificate of Education
The Victorian Certificate of Education is the main senior secondary school qualification in the Australian state of Victoria, typically completed in the final two years of high school and used for university entrance.
-
E.
Victorian TAFE system
The Victorian TAFE system is the network of publicly funded vocational education and training institutes in the Australian state of Victoria that provide practical, career-focused courses across a wide range of industries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Victorian Qualifications Framework Target entity description: The Victorian Qualifications Framework is a structured system that defines and standardises education and training qualifications across the state of Victoria, Australia.
-
A.
Queensland vocational education and training framework
The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
-
B.
Australian Qualifications Framework
The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
-
C.
Victorian Certificate of Applied Learning
The Victorian Certificate of Applied Learning is a hands-on, work-focused senior secondary qualification in Victoria, Australia, designed as an alternative to traditional academic study.
-
D.
Victorian Certificate of Education
The Victorian Certificate of Education is the main senior secondary school qualification in the Australian state of Victoria, typically completed in the final two years of high school and used for university entrance.
-
E.
Victorian TAFE system
The Victorian TAFE system is the network of publicly funded vocational education and training institutes in the Australian state of Victoria that provide practical, career-focused courses across a wide range of industries.
- F. None of above. chosen
Provenance (2 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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43ac126788190b51323bde3c9ba69 |
completed | April 19, 2026, 2:15 a.m. |
Created at: April 10, 2026, 5:45 a.m.