Which language families admit inductive definitions?
We can study families of languages in terms of their closure properties, it then makes sense to consider languages which generate the family under those closure properties.

Some work in this area has been done (particularly for cones/AFLs) and there may be known results for some or all of the families of languages that you mention but the only result which I know off the top of my head is for the context-free languages:

The context-free languages are the smallest cone generated by the Dyck language on two symbols.

For a proof of this theorem and some similar results for other language classes within context-free see Berstel's book which is now freely available on his website here.