Abstract: Systems and methods are provided for a decision-intelligence (DI)-based, computerized framework for automatically and/or dynamically aggregating verified and/or authenticated content from a plurality of disparately located types of network resources, which can be implemented and/or leveraged for controlling and/or improving the veracity of content shared, posted and/or interacted with online by users, applications, devices, and the like. The framework can implement a multi-layered framework architecture that combines metadata enrichment mechanisms that transform basic identity inputs through integration with authoritative third-party data sources, advanced identity resolution algorithms that employ multi-factor verification strategies including behavioral signature analysis and cross-platform verification scoring, and a modular platform-specific adapter system that can interface with diverse social media APIs.