What would a prison abolitionist most likely claim makes an organization an "arm" of the state?

All of the above.

Providing the government with important, albeit sensitive information about state secrets$.$

Posing as an undercover spy within law enforcement in order to bring information to another organization.

Partnering with law enforcement in any capacity.