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.
I believe for the purposes of markdown rendering, each markdown cell is its own document. You can use that reference syntax within one cell, but references are not shared between cells.