The URL you displayed as an example looks like in-page bookmarking and as far as my knowledge goes this does not make the content duplicated.
But as far as the canonicals are concern, adding a canonical URL on the website is better as it can save you from any unforeseen problems but as far as the problem you are mentioning is concern, I don’t think this will create a duplicate content within your website.
Hope this helps!