Entity Resolution via Batched Oracle Queries

1. 1Define the entity resolution problem using batched oracle queries
2. 2Configure the oracle to process a limited batch of records at a time
3. 3Build a pay-as-you-go approach to control the number of oracle consults
4. 4Apply clustering algorithms to group records referring to the same entity
5. 5Test the approach using a large dataset and evaluate its efficiency

Data scientists and engineers on a team can benefit from this approach to improve data quality and reduce costs, while working with large datasets

💡 Batched oracle queries can be used to resolve entities in large datasets while controlling costs and improving efficiency

💡 Resolve entities in large datasets using batched oracle queries and control costs #EntityResolution #DataScience