A solid solution is a homogeneous crystalline structure where two or more elements are completely soluble in each other in the solid state, forming a single-phase system. This occurs when the atomic sizes, crystal structures, and electronegativities of the elements are compatible, allowing one element to substitute for another within the lattice without disrupting the overall structure.