A knowledge base that is used by Google to serve information directly into search results. These can come up as text answers from web pages above search results (with the source link below) or in the right-hand column with a set of useful information drawn from multiple sources.
What It Looks Like
Here is a picture of the Knowledge Graph for Google itself.