Linux
Linux is an operating system kernel ostensibly developed by Linus Torvalds, a funny computer man.
For more info on where kernels sit in the scheme of things, the Arch Linux build steps may help out. Particularly the section on setting up a bootloader.
Distributions
There's an endless amount of distributions. Here's some I have pages on: