The platonic solid built with pentagons is a Dodecahedron (12 faces). To make its dual the Icosahedron, start with the pentagonal "bowtie" scaffold holding both models together. 

As part of the Platonic Solids series, this model has clearly defined colors outlining the solid itself, scaffolding in black, and its dual in white.