What information stored in link?

Usually two pieces of information: the text to display, and the location of the target. There are additional, optional, pieces of information - such as what window the targeted page should be opened in, a bookmark within a specific file (to jump to a specific section), and others. For more details, check an HTML manual for the "A" tag.