Triple
T857525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook, New South Wales |
E18524
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
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.
|
E101731
|
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: Muswellbrook TAFE campus | Statement: [Muswellbrook, New South Wales, hasFacility, Muswellbrook TAFE campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook TAFE campus Context triple: [Muswellbrook, New South Wales, hasFacility, Muswellbrook TAFE campus]
-
A.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
B.
Lonsdale College
Lonsdale College is one of the constituent colleges of Lancaster University, known for its strong student community and participation in the university’s collegiate system.
-
C.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
D.
Southern Queensland Institute of TAFE
Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
-
E.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
- 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: Muswellbrook TAFE campus Triple: [Muswellbrook, New South Wales, hasFacility, Muswellbrook TAFE campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook TAFE campus Target entity description: 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.
-
A.
Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
-
B.
Lonsdale College
Lonsdale College is one of the constituent colleges of Lancaster University, known for its strong student community and participation in the university’s collegiate system.
-
C.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
D.
Southern Queensland Institute of TAFE
Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
-
E.
Innis College
Innis College is one of the smaller undergraduate colleges at the University of Toronto, known for its close-knit community and strong programs in cinema studies and urban studies.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac4d47508190b48d944aa2d881bf |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c1ee4481909d5713122e5ad856 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a5288338819089638d5c848735dd |
completed | March 4, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a63205308190b55b76116c0d5e7c |
completed | March 4, 2026, 3:25 a.m. |
Created at: March 1, 2026, 7:39 p.m.