Abstract: Systems, methods, and articles of manufacture for detecting and updating duplicate data records are provided. The system may be configured to detect and retrieve duplicate data records in a data storage and generate a data duplicate reference set comprising the duplicate data records. The duplicate data records may be grouped into common data duplicate groups within the data duplicate reference set. The system may elect one of the duplicate data records from one of the data duplicate groups to be an ACE record. The ACE record may be enriched using the remaining duplicate data records. Data from each duplicate data record may then be overwritten using the ACE record data to ensure that all of the duplicate data records comprise the same data. All of the duplicate data records may be cross-linked in the data storage to ensure consistency and data integrity throughout the data duplicate group.

Abstract: Systems, methods, and articles of manufacture for evaluating colliding data records are provided. The system may ingest one or more data inputs from one or more data sources. The system may parse the data inputs and determine whether the data is preexisting in the system. In response to the data input and stored data at least partially conflicting (e.g., colliding), the system may generate a candidate dataset based on the data input and the stored data. The candidate dataset may comprise two or more data candidates comprising permutations of the data values in the data input and the stored data. The system may evaluate each data candidate, score each date candidate based on the evaluation, and determine the data candidate having the greatest score.

Abstract: A data enrichment environment using blockchain is disclosed. A client may interact with the data enrichment environment to generate an enrichment smart contract and deploy the enrichment smart contract to the blockchain. The enrichment smart contract may comprise data indicating the enrichment inquiry. One or more solvers may interact with the data enrichment environment to submit proposed enrichment solutions based on the enrichment inquiry. One or more observers may interact with the data enrichment environment to review and vote on the proposed enrichment solutions. The data enrichment environment may evaluate the proposed enrichment solutions based on contract conditions.

Abstract: A data enrichment environment using blockchain is disclosed. A client may interact with the data enrichment environment to generate an enrichment smart contract and deploy the enrichment smart contract to the blockchain. The enrichment smart contract may comprise data indicating the enrichment inquiry. One or more solvers may interact with the data enrichment environment to submit proposed enrichment solutions based on the enrichment inquiry. One or more observers may interact with the data enrichment environment to review and vote on the proposed enrichment solutions. The data enrichment environment may evaluate the proposed enrichment solutions based on contract conditions.