Triple
T4466249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubbo |
E98384
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Dubbo Regional Council |
E354254
|
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: Dubbo Regional Council | Statement: [Dubbo, localGovernmentArea, Dubbo Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubbo Regional Council Context triple: [Dubbo, localGovernmentArea, Dubbo Regional Council]
-
A.
Dubbo Regional Council
chosen
Dubbo Regional Council is the local government authority responsible for administering the Dubbo region and surrounding areas in central-west New South Wales, Australia.
-
B.
Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
-
C.
Douglas Shire Council
Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
-
D.
Brisbane City Council
Brisbane City Council is the local government authority responsible for administering and providing municipal services to the city of Brisbane, Australia.
-
E.
City of Darwin Council
The City of Darwin Council is the local government authority responsible for municipal services, planning, and community facilities in Darwin, the capital city of Australia’s Northern Territory.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356991a588190be2f95fd957d7f99 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62860151c8190b43465537b154f00 |
completed | March 15, 2026, 3:32 a.m. |
Created at: March 12, 2026, 11:34 p.m.