BPMN does not have the concept of a stage.
If you want to get the corresponding element in the BPMN model, get the BpmnModel through the repositoryService, and get the FlowElement (which will be a UserTask) by passing the id (which is stored under the taskDefinitionKey property in the task you get in the query above).