WordPress Disable Link Embedding

To prevent WordPress from embedding a link into your article that looks like this:

You need to format the URL that you are sharing as a link:

This can be formatted for you using the wordpress editor:

Then it will appear as normal:

More info about the embedding feature, and which sites are using it, is located here: