I try again - did Lincoln get to know this person (first meeting/acquaintance) in Springfield days, or even before?
"Later" obviously refers to the said incident of Lincoln asking him for a favor (since "Lincoln knew this person during his pre-Presidential years") - but I don't know what to do with "not for a long time".