This plugin is letting me do everything I wanted.
https://wiki.jenkins-ci.org/display/JENKINS/GitHub+Integration+Plugin

The plugin lets me trigger pipelines based on pull request triggers from
github without imposing any conventions on files that needs to be
present in the source trees.

I then able to simply provide my pipeline contents using the standard
pipeline feature wherein a custom file from an SCM repo different from
the one that contains the actual code to be built can be configured.

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