The Princeton, Texas, police said detectives followed up on information leading officers to locate Umar Ali, Ayesha Ali, and Zainab Ali - ages 5, 8, and 16 - in Plano.
Police said the children's biological mother, Nazia Ali, was with them and arrested.
No other details were disclosed.