To install java in linux (I used CentOS, RHEL is same too), I used this command
rpm -Uvh /path/to/binary/jdk-7u55-linux-x64.rpm
and verified java >
Maybe, just the guide is outdated.
After you install the rpm, you can check:
alternatives --display java
to see if you can see the new version is controlled by alternative, if not you need to "--install" them; otherwise, I think you can just skip "--install" part.