The present disclosure relates to a method and a system for enabling verifiable semantic rule building for semantic data. In one embodiment, the system enables verification of a semantic rule associated with semantic data based on natural language interpretation of the semantic rule. The system determines the natural language interpretation of the input semantic rule based on a predetermined semantic rule structure stored in a semantic data repository. Upon determining the natural language interpretation, the user may provide one or more inputs to modify the natural language interpretation. Based on the inputs, the system generates a modified natural language interpretation and modified semantic rule thus enabling user verified semantic rule building thereby improving interoperability of decision making processes.
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