Applications with Missing Content

I have deployed a task sequence to a device. One or more applications cannot be downloaded.

The Data Transfer log shows that 

Successfully sent location services HTTP failure message.
Error sending DAV request. HTTP code 404, status 'Not Found'
GetDirectoryList_HTTP('http://[dp fqdn]:80/SMS_DP_SMSPKG$/Content_12afd803-a4bc-4968-aa3f-1618962219df.1') failed with code 0x87d0027e.
Error retrieving manifest (0x87d0027e).  Will attempt retry 1 in 30 seconds.

How can I determine from that error, what application it refers to.

Back in the good old days, the package ID matched the cache folder matched the IIS content matched etc. etc.

Not any more, it doesn't seem easy to go through this process, we have an issue with the server where we need to go through the process at least daily for one or more apps/packages.

Thanks in advance.