The thing is, the iron dissolved in water, at the ppm level isn't really a particular compound. When dissolved the ions separate, so the iron can be said to be just ... itself, or perhaps a dissolved compound of every counter ion, or at least the soluble ones.
You can prep the iron solution with iron nitrate, which is very soluble, or iron chloride, which is likewise soluble enough.