The Nephilim (plural) are the offspring of the "sons of God" and the "daughters of men" in Genesis 6:4, and/or giants who inhabit Canaan in Numbers 13:33. A similar word with different vowel-sounds is used in Ezekiel 32:27 to refer to dead Philistine warriors.
