Jupyter Notebooks set global reference style links?

I like using reference style markdown links e.g.

some text about a [thing][link to something]

[link to something]: https://www.link-to-something.com

however it seems that Jupyter notebooks don’t support this, let alone letting me define all of my links in one markdown cell and referencing them in other cells.

How can I achieve this?