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Amazon Entity Resolution

Amazon Entity Resolution is a service that helps you match and link related records across multiple applications, channels, and data stores using machine learning and configurable matching techniques to identify and consolidate records that refer to the same entity.

1 APIs 1 Capabilities 5 Features
Amazon Web ServicesAWSData IntegrationData MatchingEntity ResolutionMachine Learning

APIs

Amazon Entity Resolution API

API for creating and managing matching workflows, schema mappings, and ID mapping tables for matching and linking related records across data sources.

Capabilities

Amazon Entity Resolution Management

Unified capability for managing Amazon Entity Resolution resources. Combines Amazon Entity Resolution APIs for Data Analyst workflows in Data Quality.

Run with Naftiko

Features

ML-Based Matching

Use machine learning models to match records across disparate datasets

Rule-Based Matching

Configure deterministic matching rules for exact and fuzzy matching

ID Mapping

Create and manage identity graphs linking records across data sources

Schema Mapping

Map input data schemas to standardized formats for consistent matching

Third-Party Data Providers

Enrich records with data from LiveRamp, Unified ID 2.0, and others

Use Cases

Customer Data Unification

Create a single customer view by matching records across CRM, marketing, and transaction systems

Data Deduplication

Identify and remove duplicate records from databases and data lakes

Identity Resolution for Advertising

Link user identities across devices and channels for targeted advertising

Healthcare Record Matching

Match patient records across different healthcare providers and systems

Integrations

AWS Glue

Use Glue Data Catalog to discover and access input data sources

Amazon S3

Store matching job input and output data in S3

Amazon Athena

Query matching results using Athena SQL

LiveRamp

Access LiveRamp identity data through the third-party provider integration

Semantic Vocabularies

Amazon Entity Resolution Context

49 classes · 48 properties

JSON-LD

API Governance Rules

Amazon Entity Resolution API Rules

20 rules · 10 errors 9 warnings 1 info

SPECTRAL

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