What gem identification actually is
Two stones that look identical can be a $12,000 ruby and a $40 garnet. Colour, cut and clarity tell you almost nothing about species, because different minerals share the same appearance and the same mineral appears in many colours. Identification works the other way round: you measure physical constants that do not change with appearance — how much the stone bends light, how dense it is, how it behaves under polarised light — and eliminate everything those measurements rule out. You rarely "recognise" a stone. You narrow 130 candidates down to one.