When potassium ions are added to a solution of nitrate ions and water, the resulting mixture primarily contains solvated ions rather than forming a distinct compound like potassium nitrate unless the solution is concentrated enough to allow for crystallization. In dilute solutions, ions remain separate, and the presence of counter ions is necessary; for example, when mixing nitric acid with potassium hydroxide, potassium ions (K+) and nitrate ions (NO3-) are generated along with water, but the original ions remain present. The reaction between hydroxide ions and hydrogen ions produces water and can affect the solution's acidity or alkalinity based on the relative amounts of each ion. This basic chemistry principle highlights that mixing certain solutions does not lead to explosive reactions but rather predictable outcomes based on ion interactions.