Thanks for the reply!
I actually found Philip in the Worth County, Iowa death index. I still haven't found an obituary, but it looks like he must have been back in Iowa when he did die.
Anyway, his death index record had his mother's maiden name (Hager) so I was able to finally track down the rest of his line.
Thanks for your response.