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Found my issue. I had launched the VPC to host a domain controller and several windows servers that I imported from my local environment. My imported domain controller was responsible for resolving the host names within the VPC. My domain controller was not configured to work with AWS or RDS, so it was unaware of the local address for the RDS instance. I did not try to figure out how to make my domain controller work with AWS and RDS.
When I took a second look at what I was trying to achieve, it was better to move the Linux and RDS instances into a separate VPC. In this 2nd VPC, I allowed AWS to manage the DHCP and DNS as usual. In side this 2nd VPC things work just as I expected. I was able to access the RDS instance using a local route.
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