"The horse eats bread."
Translation:Het paard eet brood.
Het is used for singular neuter nouns and de is used for singular masculine and feminine nouns and all plurals. This is something you will just have to learn for all nouns, sorry there is no easy escape.
When in doubt, your best guess is using de, since three quarters of the words take de. See a more extensive explanation here.