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"There were about 10 or 12 of them on the dual carriageway by Asda. It looked like they'd maybe been running up and down for a while as there was horse mess all over the road," Streetly told The Telegraph & Argus newspaper.
West Yorkshire Police said the horses were rounded up just before 10 a.m.
It was unclear whether the horses had escaped from a nearby farm and whether their owner had reclaimed them.