Technical question about transparent addresses and anonymity

Is there some way for a receiver to know who a transaction was sent from?

I'm also confused about what in publicly and privately known by each party in the following transactions:
Transparent Address (TA) ---> Shielded Address (SA)
and
SA --> TA

https://z.cash/blog/anatomy-of-zcash.html

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