Triple
T3454325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Southern Queensland |
E72866
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Toowoomba, Queensland, Australia |
E15092
|
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: Toowoomba, Queensland, Australia | Statement: [University of Southern Queensland, locatedIn, Toowoomba, Queensland, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba, Queensland, Australia Context triple: [University of Southern Queensland, locatedIn, Toowoomba, Queensland, Australia]
-
A.
Toowoomba
chosen
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
B.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
C.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
D.
Warwick, Queensland
Warwick, Queensland is a historic rural city in southeastern Queensland, Australia, known for its agriculture, heritage architecture, and annual Rose and Rodeo festivals.
-
E.
Beerwah, Queensland
Beerwah, Queensland is a rural town on the Sunshine Coast best known as the home of Steve Irwin’s Australia Zoo.
- 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_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_69b3bb767b34819099b6f1cc4cae20a9 |
completed | March 13, 2026, 7:23 a.m. |
Created at: March 8, 2026, 3:16 p.m.