It is more that just 'reminds' them of such and such. There is the chemical analsysis. There is the radiometic dating of those rocks. There is the fact that the rocks that are LOWER in the strata are older, which is just as you would think would happen if things got formed layer by layer.
It is just not 'some similarity'.. but a much deeper analysis than that.