With your metal dectector, by removing all these nails, you just wiped off all traces of something or some things made of wooden boards.
Not necessarily so @GinoLR. There have been many small barrels/sacks of nails found in and around Roman building and military sites. Apparently, the military had a constant need for nails.
Nice collection. That top item with the loop, is that a clasp of some kind? Also what are those three odd shaped pieces in the bottom picture on top of those nails?
I did find out what those "lumps" were as you mentioned what they are called in the post. I just now got the connection. The AE Rudes https://en.wikipedia.org/wiki/Aes_rude