A knot is the basal portion of a branch whose structure becomes surrounded by the enlarging stem. Since branches begin with lateral buds, knots can always be traced back to the pith of the main stem.

Ah, this makes so much sense now. Excerpt from Understanding Wood at Cool Tools.