However, it was confirmed in October 2011 that they had separated, with Price's management company stating that they were still on "good terms" and were "talking daily".
Penna recently returned to the UK and was photographed out with the mother-of-three on a number of occasions, most recently kissing her on the cheek at a HPA Gaucho International Polo game earlier this week.
Asked about her relationship status recently, Price said that while Penna is "still around" she remains "single". Writing on her Twitter page this morning, she confirmed that that had now changed.
"@leandro__penna and myself are happy to be making another go of it together woooooooo (sic)," she told followers.
Earlier this week, Price and Reid were granted a divorce at London's High Court.
> Katie Price's disgruntled fan jumps on Range Rover bonnet - pictures