Here's why:
* Common nouns refer to general categories of people, places, things, or ideas.
* Proper nouns are specific names of people, places, or things (e.g., John, London, Eiffel Tower).
Since "stamp" refers to a general category of adhesive labels used for postage, it is a common noun.
Let me know if you have any other questions!