Two or more things are distinct if no two of them are the same thing. In mathematics, two things are called distinct if they are not equal. In physics two things are distinct if they cannot be mapped to each other.
Species or classes 
[I]t is plain that our distinct species are nothing but distinct complex ideas, with distinct names annexed to them. It is true every substance that exists has its peculiar constitution, whereon depend those sensible qualities and powers we observe in it; but the ranking of things into species (which is nothing but sorting them under several titles) is done by us according to the ideas that we have of them: which, though sufficient to distinguish them by names, so that we may be able to discourse of them when we have them not present before us; yet if we suppose it to be done by their real internal constitutions, and that things existing are distinguished by nature into species, by real essences, according as we distinguish them into species by names, we shall be liable to great mistakes.—John Locke, An Essay Concerning Human Understanding
In mathematics 
and thus has as roots x = 1 and x = 2. Since 1 and 2 are not equal, these roots are distinct.
In contrast, the equation:
and thus has as roots x = 1 and x = 1. Since 1 and 1 are (of course) equal, the roots are not distinct; they coincide.
In other words, the first equation has distinct roots, while the second does not. (In the general theory, the discriminant is introduced to explain this.)
Proving distinctness 
In order to prove that two things x and y are distinct, it often helps to find some property that one has but not the other. For a simple example, if for some reason we had any doubt that the roots 1 and 2 in the above example were distinct, then we might prove this by noting that 1 is an odd number while 2 is even. This would prove that 1 and 2 are distinct.
Along the same lines, one can prove that x and y are distinct by finding some function f and proving that f(x) and f(y) are distinct. This may seem like a simple idea, and it is, but many deep results in mathematics concern when you can prove distinctness by particular methods. For example,
- The Hahn–Banach theorem says (among other things) that distinct elements of a Banach space can be proved to be distinct using only linear functionals.
- In category theory, if f is a functor between categories C and D, then f always maps isomorphic objects to isomorphic objects. Thus, one way to show two objects of C are distinct (up to isomorphism) is to show that their images under f are distinct (i.e. not isomorphic).
See also 
|Look up distinct in Wiktionary, the free dictionary.|
- Martin, Keye (2010). "Chapter 9: Domain Theory and Measurement: 9.6 Forms of Process Evolution". In Coecke, Bob. New Structures for Physics. Volume 813 of Lecture Notes in Physics. Heidelberg, Germany: Springer Verlag. pp. 579–580. ISBN 978-3-642-12820-2.
- Locke, John. "Book 3: Chapter 6: Of the Names of Substances". Text "An Essay Concerning Human Understanding" ignored (help)