Multi-project pipeline stuck as pending when triggering non-existent project

With a job like:

trigger_e2e:
  stage: e2e
  trigger:
    project: misspelt-group/projectname

the job is 'pending' forever. It should fail immediately saying the project you are trying to trigger does not exist.

Reproduced in GitLab Community Edition 12.8.6.