What punctuation mark is used to set off explanatory words?

The punctuation mark used to set off explanatory words is parentheses ( ).

Here's an example:

"The new restaurant (which is located on Main Street) has a great atmosphere."

In this sentence, the words "which is located on Main Street" provide additional information about the restaurant and are set off by parentheses.