Triple
T15654397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakey |
E376392
|
entity |
| Predicate | localGovernment |
P3379
|
FINISHED |
| Object | Toowoomba Regional Council |
E344820
|
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 Regional Council | Statement: [Oakey, localGovernment, Toowoomba Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Regional Council Context triple: [Oakey, localGovernment, Toowoomba Regional Council]
-
A.
Toowoomba Regional Council area
chosen
The Toowoomba Regional Council area is a local government region in inland Queensland centered on the city of Toowoomba, known for its agricultural hinterland and role as a major service and transport hub on the Darling Downs.
-
B.
Bundaberg Regional Council
Bundaberg Regional Council is the local government authority responsible for administering the Bundaberg region in Queensland, Australia, including its public facilities and community services.
-
C.
Moreton Bay Regional Council
Moreton Bay Regional Council is the local government authority responsible for administering the Moreton Bay region in South East Queensland, Australia, including parts of the Greater Brisbane metropolitan area.
-
D.
Sunshine Coast Regional Council
Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
-
E.
Fraser Coast Regional Council
Fraser Coast Regional Council is the local government authority responsible for administering the Fraser Coast region in Queensland, Australia, including major centres such as Hervey Bay and Maryborough.
- 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ef089948190902ec22f4d7bc932 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67994fbc819090f2da267888e8fb |
completed | May 9, 2026, 4:58 p.m. |
Created at: April 10, 2026, 4:15 a.m.