Is THIS the stuff?
If so, it's labelled as an RTV sealant, which, from what I've read, is a room temperature vulcanizing (hardening) sealant. It's not really advertised as non-hardening or non-setting, but it does say "remains flexible" on the front package, so being called an RTV sealant seems...