TimeSeries Aligner: Core Strategy Validation

Demonstrating uncertainty handling and complex resampling.

7. Uncertainty Expression (Bounded Validity)

For enumerated states, we assume the value is only known for 1.0s after a report. Notice how the 'ALIGNED' line breaks when the gap between reports is too large, indicating an uncertain state.