No of course not. But using the heat directly is of course favourable, since you don't have conversion losses. But that doesn't mean you can't use it also to power turbines as you wish to.

The advantage of that type of storage is that it scales very well. Batteries are cool when space is an issue. But when it is not, digging out a hole and insulating it is surprisingly effective per unit of work stored there.