The solid substance at the bottom of the beaker is likely due to the fact that the water has become saturated with the salt, and any excess salt that cannot dissolve in the water will form a solid precipitate. Therefore, the best statement that explains why there is a solid substance in the bottom of the beaker is D - "The water is saturated and the remaining salt precipitates to the bottom." When the concentration of the salt in the water reaches its maximum solubility, any additional salt added to the solution will not dissolve and will settle as a solid at the bottom of the beaker. This phenomenon is known as precipitation and is a common occurrence in saturated solutions.