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A core file is a binary file with the state of the world (so to speak) when a program dies. You can force a program to die and generate a core with kill -6 <PID>. You need to make sure your ulimit is setup to allow you to have core files.
You can use gdb to debug a program via a core by by typing "gdb <programexe> <corefile>".