Officers located the horses in Botley Road this morning, in the east of the city, on a patch of grass next to an ambulance station.
In a statement on social media, a spokesperson for Hampshire Constabulary said: “The officers currently in the saddle for the incident believe it is likely the horses haven’t gone far”.
However officers are yet to find out who they belong to.
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The police spokesperson added: “If you recognise these horses and know the owner or better yet, are the owner, please take the reins and call 101 and quote incident 567 for today, August 30, so we can get these horses back to a safe, stable location.”
