KNOWLEDGE IS NOT IN GAME YET - you can build this, but it won't do anything right now.
Town Elders are the first level of learning buildings. They will produce knowledge based on the tiles adjacent to it. For example, forest will produce dark green knowledge and water tiles will produce blue knowledge. These knowledge points can then be spent on items in the knowledge trees.