Validator State Machine
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The lifecycle is split into three operational time scales:
short interval monitoring for validator safety and rotation,
hourly aggregation for online-presence recording, and
daily extraction for reward settlement.
This separation matters because not every operational decision is made from the same signal. Sequence lag drives freeze decisions, while accumulated heartbeat presence drives reward eligibility.
The validator state machine below captures the functional states used by the system.

ACTIVE
The validator is considered healthy and able to participate in block production. It may also accumulate heartbeat presence that contributes to reward qualification.
FROZEN
The validator has been marked abnormal, typically because it is lagging behind the expected chain sequence or failed a forecast-based health check. Frozen validators are excluded from normal participation until recovery conditions are met.
REWARDED
This is not a long-lived operational state in the same sense as ACTIVE or FROZEN. It represents the reward-settlement phase in which accumulated eligibility is materialized into token transfers.
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