Triple
T11454545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Regional TAFE Kalgoorlie campus |
E271491
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Central Regional TAFE
Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
|
E925591
|
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: Central Regional TAFE | Statement: [Central Regional TAFE Kalgoorlie campus, partOf, Central Regional TAFE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Regional TAFE Context triple: [Central Regional TAFE Kalgoorlie campus, partOf, Central Regional TAFE]
-
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.
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.
-
C.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
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.
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.
- 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: Central Regional TAFE Triple: [Central Regional TAFE Kalgoorlie campus, partOf, Central Regional TAFE]
Generated description
Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Regional TAFE Target entity description: Central Regional TAFE is a Western Australian vocational education and training institution serving the state’s central region through multiple campuses and industry-focused courses.
-
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.
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.
-
C.
Bendigo TAFE
Bendigo TAFE is a vocational education and training institution in Bendigo, Victoria, offering a wide range of practical courses and apprenticeships.
-
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.
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.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c7057688190ad8aa99426e4ca30 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3d740008190a05ccb789ac0906d |
completed | April 20, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69e5d67c56908190bb083fb4ce94acf3 |
completed | April 20, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5d924963c8190bfc55ffeb529a499 |
completed | April 20, 2026, 7:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.