14. An apparatus comprising: at least one processor; and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to at least: generate a set of messages based on one or more key events in a primary data channel and one or more significant events in one or more related data channels in response to an alert condition, wherein at least one message in the set of messages corresponds to at least one of the one or more of the key events or the one or more significant events and is expressible as a simple sentence; determine a validity of the alert condition based on the set of messages that express the one or more key events, the one or more significant events, a relationship between the one or more key events and the one or more significant events, an alert context and the one or more causes of the alert condition; generate a valid trigger event text portion indicating a validity of the alert condition in an alert validation text in an instance in which the alert condition is valid; generate an invalid trigger event text portion indicating the validity of the alert condition in an alert validation text in an instance in which the alert condition is invalid; and generate the alert validation text based on the set of messages and a relationship between them, wherein the alert validation text is configured to linguistically express at least of the one or more key events, the one or more significant events, the relationship between the one or more key events and the one or more significant event, the validity of the alert condition, the alert context, or one or more causes of the alert condition.
14. An apparatus comprising: at least one processor; and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to at least: generate a set of messages based on one or more key events in a primary data channel and one or more significant events in one or more related data channels in response to an alert condition, wherein at least one message in the set of messages corresponds to at least one of the one or more of the key events or the one or more significant events and is expressible as a simple sentence; determine a validity of the alert condition based on the set of messages that express the one or more key events, the one or more significant events, a relationship between the one or more key events and the one or more significant events, an alert context and the one or more causes of the alert condition; generate a valid trigger event text portion indicating a validity of the alert condition in an alert validation text in an instance in which the alert condition is valid; generate an invalid trigger event text portion indicating the validity of the alert condition in an alert validation text in an instance in which the alert condition is invalid; and generate the alert validation text based on the set of messages and a relationship between them, wherein the alert validation text is configured to linguistically express at least of the one or more key events, the one or more significant events, the relationship between the one or more key events and the one or more significant event, the validity of the alert condition, the alert context, or one or more causes of the alert condition. 18. The apparatus according to claim 14 , wherein the alert context further comprises information generated based on one or more of a determination of whether the alert condition is an intermittent alert condition, a determination of whether there is at least one previous instance of the alert condition on a machine apparatus that is currently experiencing the alert condition, a determination of one or more actions taken with respect to the previous instance of the alert condition in an instance in which there is at least one previous instance of the alert condition, a determination of whether there is at least one of another active alert condition or a maintenance request on the machine apparatus, or a determination of whether there is at least one of another active alert condition or another maintenance request on a related machine apparatus.