Chinese kinship terms distinguish paternal vs. maternal and elder vs. younger.
小姑 specifically marks 'youngest' on the father's side. Compare
大姑 (eldest paternal aunt),
姑姑 (any paternal aunt), and
姨 (yí, maternal aunt). After marriage, a woman uses
小姑 for her husband's younger sister too — context tells you which sense applies.