Triple
T582768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba |
E15092
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
University of Southern Queensland
The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
|
E72866
|
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: University of Southern Queensland | Statement: [Toowoomba, hasInstitution, University of Southern Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Southern Queensland Context triple: [Toowoomba, hasInstitution, University of Southern Queensland]
-
A.
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.
-
B.
Bond University
Bond University is a private, research-focused university in Australia known for its small class sizes, accelerated degrees, and campus on the Gold Coast in Queensland.
-
C.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
D.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs and research facilities.
-
E.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
- 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: University of Southern Queensland Triple: [Toowoomba, hasInstitution, University of Southern Queensland]
Generated description
The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Southern Queensland Target entity description: The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
-
A.
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.
-
B.
Bond University
Bond University is a private, research-focused university in Australia known for its small class sizes, accelerated degrees, and campus on the Gold Coast in Queensland.
-
C.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
D.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs and research facilities.
-
E.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
- 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b85becc8190b4d98c00e5fa7c04 |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a508a1cc788190a0906bfd876e510e |
completed | March 2, 2026, 3:48 a.m. |
| NEDg | Description generation | batch_69a50acbc7948190839d73bf48af0a67 |
completed | March 2, 2026, 3:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a50b5abad08190b5abab497c61952b |
completed | March 2, 2026, 4 a.m. |
Created at: March 1, 2026, 7:33 p.m.