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ClarusC64
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F1-cascade-propagation-and-failure-horizon-v0.1

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Tabular Classification

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failure-cascade

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train · 6 rows

id stringclasses 6 values	initial_decoupling_pair stringclasses 6 values	initiating_trigger stringclasses 6 values	trigger_lap int64 13 41	subsystem_state_sequence stringclasses 6 values	propagation_path stringclasses 6 values	affected_components stringclasses 6 values	cascade_velocity float64 0.16 0.24	predicted_failure_component stringclasses 6 values	failure_horizon_laps int64 5 9	intervention_window_laps int64 2 4	containment_feasibility_score float64 0.25 0.47	notes stringclasses 6 values	constraints stringclasses 1 value	gold_checklist stringclasses 1 value
CPH-001	brake_temp\|pad_wear	kerb_strike	28	rr_vibration_spike->rr_wear_accel->front_temp_rise->balance_shift	rear_brake_to_front_brake	rear_brake;front_brake;brake_balance	0.19	front_brake	6	3	0.42	Cascade spreads to front under compensation	<900 words	path+horizon+window+feasibility
CPH-002	coolant_temp\|engine_load	cooling_block	22	coolant_rise->oil_temp_rise->power_drop->misfire_risk	cooling_to_engine	radiator;coolant_loop;engine	0.22	engine	8	4	0.33	Heat spreads across engine systems	<900 words	path+horizon+window+feasibility
CPH-003	gearbox_temp\|shift_latency	shift_shock	41	latency_jump->torque_spike->diff_temp_rise->vibration_growth	gearbox_to_drivetrain	gearbox;driveshaft;diff	0.21	gearbox	5	2	0.28	Drivetrain cascade accelerates under load	<900 words	path+horizon+window+feasibility
CPH-004	battery_temp\|ers_deploy	deployment_spike	35	battery_temp_rise->deployment_throttle->MGU_load_spike->cooling_overrun	ers_loop_chain	battery;MGU;ers_cooling	0.18	battery	9	4	0.36	ERS cascade with thermal saturation risk	<900 words	path+horizon+window+feasibility
CPH-005	tire_temp_fl\|slip_angle_fl	surface_debris	13	slip_erratic->temp_lag->front_balance_loss->lockup_risk	front_grip_to_brake_stability	front_left_tire;brake_front_left;balance	0.16	front_left_tire	7	3	0.47	Grip instability feeds braking errors	<900 words	path+horizon+window+feasibility
CPH-006	oil_pressure\|engine_rpm	seal_leak	17	pressure_drift->bearing_heat->vibration_growth->power_cut	oil_to_bearing_chain	oil_system;bearings;engine	0.24	bearings	6	2	0.25	Rapid cascade once bearing heat starts	<900 words	path+horizon+window+feasibility

What this dataset tests

Whether a system can trace how decoherence propagates across subsystems and estimate time-to-failure.

Required outputs

initial_decoupling_pair
propagation_path
affected_components
cascade_velocity
predicted_failure_component
failure_horizon_laps
intervention_window_laps
containment_feasibility_score

Field meanings

cascade_velocity
0 to 1
higher means faster spread
failure_horizon_laps
laps until failure becomes likely
intervention_window_laps
laps available for a safe response
must be less than or equal to horizon
containment_feasibility_score
0 to 1
higher means the cascade can be contained

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