A binary image, it usually has the name of application, e.g. Finder.app/Contents/MacOS/Finder. No file extension.
You can see it in Finder also, by right-clicking on the application and selecting ‘Show Package Contents’. Executables look like black rectangles with ‘EXEC’ in green in the upper corner. You can drag the executable into the Terminal window directly to resolve the path.