Step 1: Identify the type of water hardness.
The presence of soluble bicarbonates of calcium ($\text{Ca}(\text{HCO}_3)_2$) and magnesium ($\text{Mg}(\text{HCO}_3)_2$) causes temporary hardness in water.
Step 2: Write the reaction for the decomposition of Calcium bicarbonate upon boiling.
When water containing $\text{Ca}(\text{HCO}_3)_2$ is boiled, the soluble bicarbonate decomposes to form insoluble calcium carbonate ($\text{CaCO}_3$) precipitate.
\[
\text{Ca}(\text{HCO}_3)_2(\text{aq}) \xrightarrow{\text{Boiling}} \text{CaCO}_3(\text{s}) \downarrow + \text{H}_2\text{O}(\text{l}) + \text{CO}_2(\text{g}) \uparrow
\]
The precipitate from $\text{Ca}(\text{HCO}_3)_2$ is $\text{CaCO}_3$.
Step 3: Write the reaction for the decomposition of Magnesium bicarbonate upon boiling.
When water containing $\text{Mg}(\text{HCO}_3)_2$ is boiled, the soluble bicarbonate decomposes to form magnesium carbonate ($\text{MgCO}_3$).
\[
\text{Mg}(\text{HCO}_3)_2(\text{aq}) \xrightarrow{\text{Boiling}} \text{MgCO}_3(\text{s}) + \text{H}_2\text{O}(\text{l}) + \text{CO}_2(\text{g}) \uparrow
\]
However, unlike calcium carbonate, $\text{MgCO}_3$ is slightly soluble in hot water and reacts further with water via hydrolysis (or decomposition under high temperature) to form the less soluble magnesium hydroxide ($\text{Mg}(\text{OH})_2$) precipitate.
\[
\text{MgCO}_3(\text{s}) + \text{H}_2\text{O}(\text{l}) \rightleftharpoons \text{Mg}(\text{OH})_2(\text{s}) \downarrow + \text{CO}_2(\text{g}) \uparrow
\]
The final precipitate from $\text{Mg}(\text{HCO}_3)_2$ is $\text{Mg}(\text{OH})_2$.
Step 4: Conclude the final precipitates.
The precipitates formed are $\text{Mg}(\text{OH})_2$ and $\text{CaCO}_3$.