FALL RIVER — In 2012, this post-industrial city voted like many of Massachusetts’ urban Democratic strongholds, with three of every four voters casting a ballot for then-President Barack Obama.

No cardinals tied to the Diocese of Fall River will have a hand in selecting the pope this year, but that wasn’t always the case. Two local cardinals have helped pick three popes in recent ...