Triple
T3454326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Southern Queensland |
E72866
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Toowoomba campus
Toowoomba campus is the main regional campus of the University of Southern Queensland, located in Toowoomba, Queensland, Australia.
|
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: Toowoomba campus | Statement: [University of Southern Queensland, hasCampus, Toowoomba campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba campus Context triple: [University of Southern Queensland, hasCampus, Toowoomba campus]
-
A.
Gympie campus
Gympie campus is a regional teaching and learning site of the University of the Sunshine Coast located in Gympie, Queensland, Australia.
-
B.
Moreton Bay campus
Moreton Bay campus is a regional campus of the University of the Sunshine Coast located in the Moreton Bay area of Queensland, Australia, offering a range of undergraduate and postgraduate programs.
-
C.
Fraser Coast campus
Fraser Coast campus is a regional campus of the University of the Sunshine Coast located in Queensland, Australia, serving students in the Fraser Coast region.
-
D.
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.
-
E.
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.
- 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: Toowoomba campus Triple: [University of Southern Queensland, hasCampus, Toowoomba campus]
Generated description
Toowoomba campus is the main regional campus of the University of Southern Queensland, located in Toowoomba, Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toowoomba campus Target entity description: Toowoomba campus is the main regional campus of the University of Southern Queensland, located in Toowoomba, Queensland, Australia.
-
A.
Gympie campus
Gympie campus is a regional teaching and learning site of the University of the Sunshine Coast located in Gympie, Queensland, Australia.
-
B.
Moreton Bay campus
Moreton Bay campus is a regional campus of the University of the Sunshine Coast located in the Moreton Bay area of Queensland, Australia, offering a range of undergraduate and postgraduate programs.
-
C.
Fraser Coast campus
Fraser Coast campus is a regional campus of the University of the Sunshine Coast located in Queensland, Australia, serving students in the Fraser Coast region.
-
D.
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.
-
E.
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.
- F. None of above.
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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa5e2188190a8157cb8dcca8d30 |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360fc823c8190a0f1807b39706b3f |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b364be9d208190a13ed202ecd19262 |
completed | March 13, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3655514f48190a47b2591a1e46ca2 |
completed | March 13, 2026, 1:16 a.m. |
Created at: March 8, 2026, 3:16 p.m.