Nope it's always been there, it's the opposite end of the sand paddock near the Scottish wild cats. They don't use it that often though.
The current Elephant House at Twycross first opened in 1991 with 1 paddock. The second paddock (seen in the pic) was open by 1998. I hope this helps.