This option enables you to specify the minimum compatible Linux kernel version for the executable file you are building. This is then stored in the output ELF so it can be checked when running the executable on the target.

The information you specify with --linux_abitag is written into a section called .note.ABI-tag. If there is no information, the linker does not produce a .note.ABI-tag section in the output ELF file.