What does jihad mean and why isn't it illegal to chant the word?

The Metropolitan Police's decision not to arrest a man filmed chanting words including "jihad" at a pro-Palestine protest over the weekend has put the force apparently at odds with the government about what crosses the line between legitimate protest and breaking the law.