Triple
T582760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba |
E15092
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Toowoomba Region |
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 Region | Statement: [Toowoomba, localGovernmentArea, Toowoomba Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Region Context triple: [Toowoomba, localGovernmentArea, Toowoomba Region]
-
A.
South East Queensland
South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
-
B.
Darling Downs
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
-
C.
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.
-
D.
Sunshine Coast
Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
-
E.
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.
- 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49d2a5f5481908bb9a71ff0f534d4 |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a566fce9808190931b7c88b5c5686f |
completed | March 2, 2026, 10:31 a.m. |
Created at: March 1, 2026, 7:33 p.m.