Depending which set of docs you follow, the disk space section may be sorely
out of date. Modern ubuntu requires at least:

120 MB for /boot

swap equal to RAM (installer will crash if this is not available -- if you
don't need a big swap partition because you have lots of RAM, use a swap file
during the install and delete it later.)