No, you need the noarch RPM. The source RPM contains all the sources along with the spec file. The spec file tells RPM how to assemble the binary RPM. In this case, there aren't really binaries, but the concept is the same. You need the noarch rpm.
Or, you could build your own binary RPM from the source RPM, but that's a lot of hassle.