Triple
T16975342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barkly Region |
E411795
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Barkly Regional Council |
E409612
|
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: Barkly Regional Council | Statement: [Barkly Region, governingBody, Barkly Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barkly Regional Council Context triple: [Barkly Region, governingBody, Barkly Regional Council]
-
A.
Barkly Regional Council
chosen
Barkly Regional Council is a local government area in the Northern Territory of Australia that administers Tennant Creek and surrounding remote communities.
-
B.
Maranoa Regional Council
Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
-
C.
Western Downs Regional Council
Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
-
D.
Wattle Range Council
Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
-
E.
Narrabri Shire Council
Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
- 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_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d18300c8819080c8bf19962754ba |
completed | April 18, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d4755ffc8190a5c861462e33d526 |
completed | May 10, 2026, 6:54 p.m. |
Created at: April 10, 2026, 5:31 a.m.