The very high pH required to remove the last acidic proton from arginine reflects the exceptionally high basicity of the guanidine moiety at the end of the side chain.
Moiety: part of a molecule - a substructure. Can include a functional group (so basically the R side chain). The amino acid side chain has a particularly high pH.