Dug in and was able to reattach all back to original wiring, etc. I was a bit hesitant about digging into the wires under the steering column, however, it wasn't hard at all... In the end, it turned out fine.
Just strange that I was able to start/restart the vehicle time and time again with no issues (not having the chipped key). However, once I disconnected the battery then reconnected it things went nuts...? oh well, doesn't matter now.
Here's a picture of the culprit:
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-biju.