I. Introduction
Car manufacturers, commonly referred to as original equipment manufacturers (OEMs) act as integrators because they do not manufacture a majority of the parts they use in-house. They depend on numerous suppliers providing parts, which are delivered in supply chain networks. Supply chain networks are complex ecosystems consisting of multiple participants such as OEMs, suppliers, and logistics service providers (LSPs) exchanging material, information, and money. According to their rank in the supply chain networks, suppliers are called “tier-n” suppliers. A tier-1 supplier is a first rank supplier, who incorporates parts from a tier-2 supplier and so on. Each supply chain participant uses a local database representation and a company-specific data model leading to unavailable and potentially inconsistent information on the event history of a part. Therefore, in recalls, OEMs can identify which cars are affected. However, the process is cumbersome and often requires significant human intervention due to no common master data, compatibility issues, and missing standards. Thus, detection of defective and counterfeit parts is inefficient, expensive, and error-prone.