Cilantro and coriander are both acceptable names for this plant. But if you want to be a smarty pants, you can tell people this: the entire plant and seeds are called coriander while the leaves alone are called cilantro.
Even though cilantro is good for you, some people will avoid eating it because they experience an unpleasant "soapy" taste.