Of course there is context in how the addresses are used. But the reviewers may not have had access to the context. Since addresses are public data, the question remains.. what is the harm?
The account that posts the addresses is assosciated with some company. If that company isn't just 'Generic Consulting Company' then there is some context derived from the account name.
ie: This account is owned by 'XXX Toys', and they're asking me to clean up this address information. I guess someone at this address ordered some adult toys.
But it is. I am just a small consulting company here, working for various clients and turkers have no idea who I work for, especially because most of the time even that is under NDA. (And as I noted above, this was a B2B sort of thing, so people got themselves into a tizzy over the addresses of businesses all around the world.)
Also I note that the comment author prefers not to answer.
For example, a list of customers' addresses for a sex toy shop would be personal even though it was a subset of the non-personal list of all addresses.
*unless it's just a list of every address in the country, obviously
"Find city, county, state in this list and post in the three boxes "City" "County" "State" in the web form." is literally all the information required for this task. All of the rest can be handled by Amazon's staff, or more likely automated processes. The turker need not know for whom they do the work, or why. They could be processing marketing communications, or census returns, or credit card applications, or literally anything else where an address may be used.
So it's simply a fact of the platform that mTurkers know who they are working for.
That doesn't mean it was available to the MT workers. Why would it be?
Also I note that the comment author prefers not to answer.
They haven't made any new post since that one, how do you know if they even saw yours?
The data set was of businesses not personal so this concern didn't occur. I would guess if it would've been PII potential then we would've wiped out the numbers first , it's not needed for city-state-country anyways.
I played with MTurk as a worker about 6 years ago. Lots of the better paying jobs were either doing audio transcriptions or quality checking OCR jobs.