Triple
T3465921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Queensland Institute of TAFE |
E73135
|
entity |
| Predicate | educationSystem |
P340
|
FINISHED |
| Object |
Technical and Further Education in Australia
Technical and Further Education in Australia is a national vocational education and training system that provides practical, career-focused courses through public TAFE institutes and related providers.
|
E358386
|
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: Technical and Further Education in Australia | Statement: [Southern Queensland Institute of TAFE, educationSystem, Technical and Further Education in Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technical and Further Education in Australia Context triple: [Southern Queensland Institute of TAFE, educationSystem, Technical and Further Education in Australia]
-
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.
Advanced Technological Education (ATE)
Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
-
C.
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.
-
D.
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.
-
E.
RMIT University
RMIT University is a major Australian public research university and global technology and design institution headquartered in Melbourne.
- 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: Technical and Further Education in Australia Triple: [Southern Queensland Institute of TAFE, educationSystem, Technical and Further Education in Australia]
Generated description
Technical and Further Education in Australia is a national vocational education and training system that provides practical, career-focused courses through public TAFE institutes and related providers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technical and Further Education in Australia Target entity description: Technical and Further Education in Australia is a national vocational education and training system that provides practical, career-focused courses through public TAFE institutes and related providers.
-
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.
Advanced Technological Education (ATE)
Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
-
C.
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.
-
D.
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.
-
E.
RMIT University
RMIT University is a major Australian public research university and global technology and design institution headquartered in Melbourne.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb0f2d3881908a5fa871341564ed |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3612720308190b5a0d943a754883f |
completed | March 13, 2026, 12:58 a.m. |
| NEDg | Description generation | batch_69b361c3f7508190aacfc24528546614 |
completed | March 13, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3624afd088190883f14c1b17421af |
completed | March 13, 2026, 1:03 a.m. |
Created at: March 8, 2026, 3:17 p.m.