update :
I've installed gnuplot v 5.0.3 manually.
when i fire following command ->
[root@sandbox gnuplot-5.0.3]# gnuplot --version
gnuplot 5.0 patchlevel 3
However, when i fore the following , it shows earlier version ->
[root@sandbox gnuplot-5.0.3]# rpm -qa gnuplot
gnuplot-4.2.6-2.el6.x86_64
So, i'm not sure which version is being used .. and if this is the fix for the issue ?