Triple
T14453093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technical and Further Education in Australia |
E358386
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
TAFE
TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
|
E1099909
|
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 | Statement: [Technical and Further Education in Australia, shortName, TAFE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TAFE Context triple: [Technical and Further Education in Australia, shortName, TAFE]
-
A.
TAFE SA campus
TAFE SA campus in Mount Gambier is a regional vocational education and training facility offering practical, career-focused courses to the local community in South Australia.
-
B.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
C.
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.
-
D.
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.
-
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: TAFE Triple: [Technical and Further Education in Australia, shortName, TAFE]
Generated description
TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TAFE Target entity description: TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
-
A.
TAFE SA campus
TAFE SA campus in Mount Gambier is a regional vocational education and training facility offering practical, career-focused courses to the local community in South Australia.
-
B.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
C.
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.
-
D.
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.
-
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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5be1f06c8190ac871c3a423d4a1a |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d6af9ac8190a37f11b0f8a1db0f |
completed | May 8, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5df48f7481909764bc4e23c0b04a |
completed | May 8, 2026, 3:52 a.m. |
Created at: April 10, 2026, 1:19 a.m.