Can this chipset run it on Linux?

[Your Computer]

According to this page, the chipset only supports up to OpenGL 1.5. OpenGL support of at least 2.1 is required to run the game. The chipset may be too old even for the open-source community to help.

Linux is a general term.. there are hundreds of distros... what are you using?

That wouldn't really matter, since you'd be able to compile against the X server's source code and libraries available by the distro, if the chipset support is there.