convert notebook generated HTML snippet to LaTeX and PDF

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In my notebooks I sometimes have

from IPython.display import display, HTML
...
display(HTML('<h3>The %s is important!</h3>'%question_of_the_day))
...

but when I later convert the notebook to .pdf (with the intermediate step of a LaTeX file) what I get in the .pdf is just

<IPython.core.display.HTML object>

My question is, is it possible to convince jupyter nbconvert --to pdf ... (and ultimately to convince pandoc) to convert the snippet of HTML code that I had programmatically inserted in an output cell?

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