Sphinx depecrated app.add_description_unit which results in a warning:

RemovedInSphinx20Warning: app.add_description_unit() is now deprecated. Use app.add_object_type() instead.RemovedInSphinx20Warning)

As the Makefile enables -W option of Sphinx, it results in a "Warning treated as an error" and fails.