Definition of DWARF PLANET. : a celestial body that orbits the sun and has a spherical shape but is not large enough to disturb other objects from its orbit.ADVERTISEMENT. noun. : a heavenly body similar to a planet but too small to clear other objects from its orbit. a celestial body that orbits the sun and has a spherical shape but is not large enough to disturb other objects from its orbit.