Ok, so mystery solved for the taxe sur la batisse (stedenbouwkundige lasten): they are different for every commune, but not all communes have them. This is the story that we hear in De Spiegel, where they decided to divide the total sum of the tax, in solidarity with those who bought a newly built unit.
More information in the last bullet of this post: Updated financial estimate - #6 by Lee