Populate lookups in Survey Response form

I created a survey in Voice of the Customer app. I included piped data as below :

I created a workflow to send an email when an opportunity is won:

I am able to see the piped data in the survey. But, the contact lookup and opportunity lookup is not getting populated in the survey response form :

Am I missing anything?

How does these lookups get populated?