OEM Terminal Socket Identification

[I am Jacks N54]

I'm trying to track down the correct male "Terminal Sockets" that connects the OEM harness to the N54 MAP sensor on the top of the intake manifold, but I have no idea how to identify them correctly. One looks to have some corrosion issues that I think are triggering random and annoying 2ABD codes.

Is there a way to make sense of the madness? https://www.realoem.com/bmw/enUS/partgrp?id=VB73-USA-03-2007-E90-BMW-335i&mg=61

Apologies if this is the wrong location to ask this.

 

[I am Jacks N54]

I can't delete this, so I may as well add the part!

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[That4chanhackerguy]

so those are the female pins you crimp on the wire you can cust and strip about 2-3mm of insulation and crimp that to the wire then insert it back into the plug. to depin is supereasy there is a flap on the backside you need to pry open and then depin just like you do with a wire in the DME harness. those pins will work however with it being a Map sensor wire I would encourage to get the silicone insulator as well to keep it water and oil tight