Triple
T14682451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | containsInstitution |
P186
|
FINISHED |
| Object | University of Southern Queensland (Toowoomba campus) |
E72866
|
NE FINISHED |
How this triple was built (2 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 (Toowoomba campus) | Statement: [Toowoomba Regional Council area, containsInstitution, University of Southern Queensland (Toowoomba campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Southern Queensland (Toowoomba campus) Context triple: [Toowoomba Regional Council area, containsInstitution, University of Southern Queensland (Toowoomba campus)]
-
A.
University of Southern Queensland
chosen
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.
-
B.
Central Queensland University
Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde182dab08190aac2ff2db666ee69 |
completed | May 8, 2026, 1:13 p.m. |
Created at: April 10, 2026, 1:28 a.m.