Update contexts_intro.ipynb to run with current interlab

[jas-ho]

This is mostly just adding some missing imports and defining some undefined variables

Other:

• also add minor fixes (typos, markdown structure, ...)
• also strip outputs

[gavento]

Thanks for the update @jas-ho !