Giving custom mob spawners doesn't work

When running the command /give @p mob_spawner 1 0 {BlockEntityTag:{EntityId:Blaze}}, a normal pig spawner is given, instead of the expected Blaze spawner. The command give @p mob_spawner 1 0

{EntityId:Blaze}

will also give a normal pig spawner instead of a blaze spawner.