I think for chocolate, the term "liquid" or "solid" should be employed to characterize the property which are important to you at this moment. In reality this is blend of solids (cellulose, sugar, and other), liquid oils, solid oils, water and whatever was introduced there. On macro level, it is viscous liquid; on micro level it is composite muty- phase material
Majority of common "solid" materials have this "dual" nature: butter, ground meat, wax, polymers, asphalt, clay, soil, milk, you name it.