Road Center lines Water (lakes and streams) Sections (dependent on level of scale) Townships Counties States (dependent on level of scale) Countries (dependent on level of scale) Municipalities
Other considerations may be parcels sidewalks/trials buildings Air photos.
If you click the Add Data Drop Down button and select Add Basemap the default basemaps from ESRI are decent basic basemaps.
what are major dataset in any base map production?