1. A method for managing networked node transactions, said method comprising: determining multiple classifier digital fingerprints, wherein each of the classifier digital fingerprints comprises a bit sequence that is associated with a respective result classifier; receiving transaction event entries generated by an event log, wherein the transaction event entries contain message text associated with a transaction between two or more nodes; generating a digital fingerprint for each of the transaction event entries, wherein each of the generated digital fingerprints comprises a bit sequence that is associated with an identity of at least one of the two or more nodes, and wherein said generating a digital fingerprint includes, for each bit position in the bit sequence, determining whether the message text includes a specified text pattern; and setting the bit position value based on the determination of whether the message text includes the specified text pattern; and for each of the generated digital fingerprints, grouping the generated digital fingerprint into one or more event classification sets that each correspond to one of the result classifiers based, at least in part, on pattern matching the generated digital fingerprint with the classifier digital fingerprints.