The fundamental principle that lies behind distillation is that the composition of a liquid mixture (ie two different liquids mixed together) is different from the composition of its vapour mixture, due to differences in volatility of the liquids in the mixture.
If you mix two liquids (one boils at 100°C, the other at 50°C) then the vapour above the liquid will have much more of the 50°C substance than the 100°C substance.
If you then remove the vapour and cool it, so that it condenses, then the new liquid mixture will have much more 50°C substance than the 100°C substance.
If you start again heating the new liquid condensed from the vapour (at a slightly lower temperature because it has more of the substance that boils at a lower temperature), then the vapour will again have even more 50°C substance than the 100°C substance, and so on.
If you do this enough times, then you can get all of the 50°C substance separate from the 100°C substance.
You can get this to happen without having to remove the vapour each time, and you then have continuous distillation, and there is a temperature gradient up the column from hot at the bottom to cool at the top.
This is what our exhibit shows.