Triple
T14826870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liverpool Plains Shire |
E348597
|
entity |
| Predicate | neighbouringRegion |
P17964
|
FINISHED |
| Object | Tamworth Regional Council |
E85683
|
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: Tamworth Regional Council | Statement: [Liverpool Plains Shire, neighbouringRegion, Tamworth Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamworth Regional Council Context triple: [Liverpool Plains Shire, neighbouringRegion, Tamworth Regional Council]
-
A.
Tamworth Borough Council
Tamworth Borough Council is the local government authority responsible for administering public services and civic functions in the borough of Tamworth, Staffordshire, England.
-
B.
Tamworth Regional Council area
chosen
Tamworth Regional Council area is a local government area in the New England region of New South Wales, Australia, centered on the regional city of Tamworth and surrounding rural communities.
-
C.
Cootamundra-Gundagai Regional Council
Cootamundra-Gundagai Regional Council is a local government authority in New South Wales, Australia, responsible for administering the Cootamundra and Gundagai region and providing municipal services to its communities.
-
D.
Murrumbidgee Council
Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
-
E.
Winton Shire Council
Winton Shire Council is the local government authority responsible for administering the rural outback region surrounding the town of Winton in central-west Queensland, 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389f48cc819089d860f0208dd465 |
completed | May 8, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:51 a.m.