So what worked out for me finally was the strpTime .
I am pasting the solution below.
I added the following line to my props.conf
eval-_time=strptime(myTimeField,"%Y%m%d%H%M")
Now events get tagged with myTimeField and are available from search.
thanks to Luan from Splunk for helping us out.
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