Annotation assessment and ground truth construction

摘要

Embodiments relate to an intelligent computer platform to construct ground truth data. Annotations are extracted from one or more data elements and characteristic data associated with the extracted annotations is dynamically identified. One or more models are created with the identified characteristic data. Domain activity impact is measured and the accuracy of the annotation data is calculated. A policy is generated from the calculated accuracy, wherein the policy includes assigning a score to the annotation data as metadata. Compliance activities are orchestrated based on the generated policy. One or more annotations are selectively re-assigned to the data in compliance with the orchestration, and ground truth data is created from the selective re-assignment.