SonarQube fails to analyze dotnet core code with error Duplicate ProjectGuid: “00000000-0000-0000-0000-000000000000”

After making some changes to the build definition of one of the dotnet core repositories, we started observing this error with the SonarQube tasks inside the build definition in VSTS:

sonarqube code analysis task failed

When we checked the complete logs, we observed below issue:

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