May I know if there is a DBPedia entity for every Wikipedia article?
Yes, there should be. In all languages. Some of the are hosted online, such as http://de.dbpedia.org/resource/Berlin
The others are available in the multilingual dumps.
In addition, there is an entity for each Category, for the redirects and disambiguation pages and for Wikidata.