Step 1: Assign a total capacity to the tank instead of using fractions.
Let the tank hold 120 units of water, a number that divides evenly by 12, matching the given time.
Step 2: Find the combined hourly rate of all three pipes.
Since all three together fill 120 units in 12 hours, their combined rate is $120/12 = 10$ units per hour.
Step 3: Find how much is filled in the first 3 hours, and what is left.
In 3 hours, all three pipes fill $3 \times 10 = 30$ units, leaving $120 - 30 = 90$ units still empty.
Step 4: Find A and B's combined rate from the remaining part.
A and B fill these 90 units in 10 hours, so their combined rate is $90/10 = 9$ units per hour.
Step 5: Subtract to get C's rate, then find C's time alone.
C's rate is $10 - 9 = 1$ unit per hour. To fill the full 120 units alone, C needs $120/1 = 120$ hours.
Final Answer:
Working in whole units instead of fractions, C alone still takes 120 hours.
\[ \boxed{120 \text{ hours}} \]