1. A non-transitory computer-readable medium storing instructions for controlling a computing device to generate description records from media content, the instructions comprising: based on media content, generating non-hierarchical entity relation graph descriptions for at least one multimedia type, wherein the non-hierarchical entity relation graph descriptions are associated with communication between multimedia objects; and integrating the multimedia object descriptions and the entity relation graph descriptions to generate at least one description record to represent content embedded within the multimedia content.