Temporal ordering is the arrangement of events or data points in chronological, or time-based, sequence, which is crucial for understanding causal relationships and for making accurate predictions. It helps differentiate between correlation and causation by elucidating the progression from cause to effect and distinguishing preconditions from outcomes.