Triple
T4395096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halton Hills |
E99467
|
entity |
| Predicate | regionalGovernment |
P16658
|
FINISHED |
| Object | Halton Regional Council |
E105331
|
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: Halton Regional Council | Statement: [Halton Hills, regionalGovernment, Halton Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halton Regional Council Context triple: [Halton Hills, regionalGovernment, Halton Regional Council]
-
A.
Maitland City Council
Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
-
B.
Halton
Halton is a local government borough in Cheshire, England, encompassing the towns of Runcorn and Widnes along the River Mersey.
-
C.
Regional Municipality of Halton
chosen
The Regional Municipality of Halton is an upper-tier municipal government in Ontario, Canada, encompassing rapidly growing suburban and semi-rural communities west of Toronto, including Burlington, Oakville, Milton, and Halton Hills.
-
D.
Shire of Dundas
The Shire of Dundas is a remote local government area in Western Australia centered on the historic mining town of Norseman within the Goldfields-Esperance region.
-
E.
Halifax Regional Council
Halifax Regional Council is the elected municipal governing body responsible for setting policies, budgets, and strategic direction for the Halifax Regional Municipality in Nova Scotia, Canada.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352a9c8b88190a7894a40be4996f0 |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6135919d08190abab3858ff01bf11 |
completed | March 15, 2026, 2:03 a.m. |
Created at: March 12, 2026, 11:20 p.m.