The valid inference about what was known about Bellevue's reputation would be:
Bellevue's mistreatment of patients was known at the time.
This conclusion suggests that there was awareness of the negative aspects of patient care at Bellevue, aligning with the context of Nellie Bly's undercover investigation to expose such mistreatment.