The present disclosure is directed to multiphase dispersions and nanocomposites comprised of a continuous matrix or binder and an endohedrally impregnated cellular carbon filler. These nanocomposites may exhibit superior mechanical, electrical, thermal, or other properties, and may be used in a variety of products, including hierarchical fiber-reinforced composites with nanocomposite matrices.