I found instead that they only amounted to nine. One would not say that the mathematical proposition '2x5=10' had been confuted. One would say that I was wrong in supposing that there were five pairs to start with, or that one object had been taken away while I was counting, or that two of them had coalesced, or that I had counted wrongly.
To take another example: if what appears to be a Euclidean triangle is found by measurement not to have angles totalling 180 degrees, we do not say that we have met with an instance which invalidates mathematical laws. We say that we have measured wrongly or that the triangle is not Euclidean.