Disappearing/Despawning villagers.

I had a farmer villager and a unemployed villager in this hole, and then i bred them to make a child, and then i left the area for a bit, and the unemployed villager had disappeared. And soon after, the farmer and child had disappeared as well. Is there anything i can do to get them back? I don't have any villages nearby that actually have any villagers.