Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 213.106, "airflow_vvm": 0.214, "cer_mmol_l_h": 3.768, "dissolved_oxygen_pct": 40.479, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.562, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.242, "our_mmol_l_h": 4.076, "ph": 6.992, "phase": "exponential", "temperature_c": 36.786, "viability_pct": 98.67, "viable_cell_density_million_ml": 11.935}, {"agitation_rpm": 237.431, "airflow_vvm": 0.245, "cer_mmol_l_h": 4.656, "dissolved_oxygen_pct": 38.335, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.505, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.228, "our_mmol_l_h": 5.037, "ph": 6.998, "phase": "exponential", "temperature_c": 36.822, "viability_pct": 98.65, "viable_cell_density_million_ml": 14.863}, {"agitation_rpm": 279.488, "airflow_vvm": 0.242, "cer_mmol_l_h": 6.103, "dissolved_oxygen_pct": 29.283, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.412, "hour": 84.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.224, "our_mmol_l_h": 6.59, "ph": 6.995, "phase": "exponential", "temperature_c": 36.819, "viability_pct": 98.919, "viable_cell_density_million_ml": 19.511}, {"agitation_rpm": 284.496, "airflow_vvm": 0.182, "cer_mmol_l_h": 8.009, "dissolved_oxygen_pct": 17.928, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.359, "hour": 100.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.15, "our_mmol_l_h": 8.68, "ph": 6.996, "phase": "production", "temperature_c": 35.797, "viability_pct": 98.745, "viable_cell_density_million_ml": 25.598}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 213.106, "airflow_vvm": 0.214, "cer_mmol_l_h": 3.768, "dissolved_oxygen_pct": 40.479, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.562, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.242, "our_mmol_l_h": 4.076, "ph": 6.992, "phase": "exponential", "temperature_c": 36.786, "viability_pct": 98.67, "viable_cell_density_million_ml": 11.935}, {"agitation_rpm": 237.431, "airflow_vvm": 0.245, "cer_mmol_l_h": 4.656, "dissolved_oxygen_pct": 38.335, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.505, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.228, "our_mmol_l_h": 5.037, "ph": 6.998, "phase": "exponential", "temperature_c": 36.822, "viability_pct": 98.65, "viable_cell_density_million_ml": 14.863}, {"agitation_rpm": 279.488, "airflow_vvm": 0.242, "cer_mmol_l_h": 6.103, "dissolved_oxygen_pct": 29.283, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.412, "hour": 84.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.224, "our_mmol_l_h": 6.59, "ph": 6.995, "phase": "exponential", "temperature_c": 36.819, "viability_pct": 98.919, "viable_cell_density_million_ml": 19.511}, {"agitation_rpm": 284.496, "airflow_vvm": 0.182, "cer_mmol_l_h": 8.009, "dissolved_oxygen_pct": 17.928, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.359, "hour": 100.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.15, "our_mmol_l_h": 8.68, "ph": 6.996, "phase": "production", "temperature_c": 35.797, "viability_pct": 98.745, "viable_cell_density_million_ml": 25.598}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the primary equipment diagnostic from: high_filter_pressure_drop, high_jacket_temperature, low_feed_delivery, low_offline_ph, low_oxygen_transfer, unexpected_antifoam_addition. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 255.774, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.183, "dissolved_oxygen_pct": 37.877, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.055, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.925, "our_mmol_l_h": 5.647, "ph": 6.97, "phase": "exponential", "temperature_c": 36.825, "viability_pct": 98.493, "viable_cell_density_million_ml": 16.651}, {"agitation_rpm": 271.819, "airflow_vvm": 0.283, "cer_mmol_l_h": 5.759, "dissolved_oxygen_pct": 36.347, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.009, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.852, "our_mmol_l_h": 6.25, "ph": 6.972, "phase": "production", "temperature_c": 35.792, "viability_pct": 98.503, "viable_cell_density_million_ml": 18.451}, {"agitation_rpm": 285.918, "airflow_vvm": 0.301, "cer_mmol_l_h": 6.425, "dissolved_oxygen_pct": 36.098, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.013, "hour": 108.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.741, "our_mmol_l_h": 6.439, "ph": 6.965, "phase": "production", "temperature_c": 35.783, "viability_pct": 98.554, "viable_cell_density_million_ml": 20.062}, {"agitation_rpm": 285.662, "airflow_vvm": 0.302, "cer_mmol_l_h": 6.985, "dissolved_oxygen_pct": 36.88, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.663, "hour": 124.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.578, "our_mmol_l_h": 6.414, "ph": 6.981, "phase": "production", "temperature_c": 35.782, "viability_pct": 98.131, "viable_cell_density_million_ml": 21.335}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Diagnose the cause and intervention. Choose cause from antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion and intervention from compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return JSON with exactly the keys cause and intervention. JSON whitespace is ignored.

Trajectory excerpt:
[{"agitation_rpm": 255.774, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.183, "dissolved_oxygen_pct": 37.877, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.055, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.925, "our_mmol_l_h": 5.647, "ph": 6.97, "phase": "exponential", "temperature_c": 36.825, "viability_pct": 98.493, "viable_cell_density_million_ml": 16.651}, {"agitation_rpm": 271.819, "airflow_vvm": 0.283, "cer_mmol_l_h": 5.759, "dissolved_oxygen_pct": 36.347, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.009, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.852, "our_mmol_l_h": 6.25, "ph": 6.972, "phase": "production", "temperature_c": 35.792, "viability_pct": 98.503, "viable_cell_density_million_ml": 18.451}, {"agitation_rpm": 285.918, "airflow_vvm": 0.301, "cer_mmol_l_h": 6.425, "dissolved_oxygen_pct": 36.098, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.013, "hour": 108.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.741, "our_mmol_l_h": 6.439, "ph": 6.965, "phase": "production", "temperature_c": 35.783, "viability_pct": 98.554, "viable_cell_density_million_ml": 20.062}, {"agitation_rpm": 285.662, "airflow_vvm": 0.302, "cer_mmol_l_h": 6.985, "dissolved_oxygen_pct": 36.88, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.663, "hour": 124.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.578, "our_mmol_l_h": 6.414, "ph": 6.981, "phase": "production", "temperature_c": 35.782, "viability_pct": 98.131, "viable_cell_density_million_ml": 21.335}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 255.774, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.183, "dissolved_oxygen_pct": 37.877, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.055, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.925, "our_mmol_l_h": 5.647, "ph": 6.97, "phase": "exponential", "temperature_c": 36.825, "viability_pct": 98.493, "viable_cell_density_million_ml": 16.651}, {"agitation_rpm": 271.819, "airflow_vvm": 0.283, "cer_mmol_l_h": 5.759, "dissolved_oxygen_pct": 36.347, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.009, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.852, "our_mmol_l_h": 6.25, "ph": 6.972, "phase": "production", "temperature_c": 35.792, "viability_pct": 98.503, "viable_cell_density_million_ml": 18.451}, {"agitation_rpm": 285.918, "airflow_vvm": 0.301, "cer_mmol_l_h": 6.425, "dissolved_oxygen_pct": 36.098, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.013, "hour": 108.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.741, "our_mmol_l_h": 6.439, "ph": 6.965, "phase": "production", "temperature_c": 35.783, "viability_pct": 98.554, "viable_cell_density_million_ml": 20.062}, {"agitation_rpm": 285.662, "airflow_vvm": 0.302, "cer_mmol_l_h": 6.985, "dissolved_oxygen_pct": 36.88, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.663, "hour": 124.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.578, "our_mmol_l_h": 6.414, "ph": 6.981, "phase": "production", "temperature_c": 35.782, "viability_pct": 98.131, "viable_cell_density_million_ml": 21.335}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 255.774, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.183, "dissolved_oxygen_pct": 37.877, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.055, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.925, "our_mmol_l_h": 5.647, "ph": 6.97, "phase": "exponential", "temperature_c": 36.825, "viability_pct": 98.493, "viable_cell_density_million_ml": 16.651}, {"agitation_rpm": 271.819, "airflow_vvm": 0.283, "cer_mmol_l_h": 5.759, "dissolved_oxygen_pct": 36.347, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.009, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.852, "our_mmol_l_h": 6.25, "ph": 6.972, "phase": "production", "temperature_c": 35.792, "viability_pct": 98.503, "viable_cell_density_million_ml": 18.451}, {"agitation_rpm": 285.918, "airflow_vvm": 0.301, "cer_mmol_l_h": 6.425, "dissolved_oxygen_pct": 36.098, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.013, "hour": 108.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.741, "our_mmol_l_h": 6.439, "ph": 6.965, "phase": "production", "temperature_c": 35.783, "viability_pct": 98.554, "viable_cell_density_million_ml": 20.062}, {"agitation_rpm": 285.662, "airflow_vvm": 0.302, "cer_mmol_l_h": 6.985, "dissolved_oxygen_pct": 36.88, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.663, "hour": 124.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.578, "our_mmol_l_h": 6.414, "ph": 6.981, "phase": "production", "temperature_c": 35.782, "viability_pct": 98.131, "viable_cell_density_million_ml": 21.335}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the primary equipment diagnostic from: high_filter_pressure_drop, high_jacket_temperature, low_feed_delivery, low_offline_ph, low_oxygen_transfer, unexpected_antifoam_addition. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 254.48, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.187, "dissolved_oxygen_pct": 36.903, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.085, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.921, "our_mmol_l_h": 5.679, "ph": 6.971, "phase": "exponential", "temperature_c": 36.798, "viability_pct": 98.431, "viable_cell_density_million_ml": 16.561}, {"agitation_rpm": 269.739, "airflow_vvm": 0.285, "cer_mmol_l_h": 5.747, "dissolved_oxygen_pct": 35.992, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.004, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.866, "our_mmol_l_h": 6.287, "ph": 6.966, "phase": "production", "temperature_c": 35.813, "viability_pct": 98.531, "viable_cell_density_million_ml": 18.435}, {"agitation_rpm": 285.469, "airflow_vvm": 0.251, "cer_mmol_l_h": 6.437, "dissolved_oxygen_pct": 28.101, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.936, "hour": 108.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.71, "our_mmol_l_h": 7.012, "ph": 6.965, "phase": "production", "temperature_c": 35.802, "viability_pct": 98.546, "viable_cell_density_million_ml": 20.606}, {"agitation_rpm": 284.284, "airflow_vvm": 0.18, "cer_mmol_l_h": 7.027, "dissolved_oxygen_pct": 17.742, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.834, "hour": 124.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.576, "our_mmol_l_h": 7.587, "ph": 6.98, "phase": "production", "temperature_c": 35.81, "viability_pct": 98.057, "viable_cell_density_million_ml": 22.452}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Diagnose the cause and intervention. Choose cause from antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion and intervention from compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return JSON with exactly the keys cause and intervention. JSON whitespace is ignored.

Trajectory excerpt:
[{"agitation_rpm": 254.48, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.187, "dissolved_oxygen_pct": 36.903, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.085, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.921, "our_mmol_l_h": 5.679, "ph": 6.971, "phase": "exponential", "temperature_c": 36.798, "viability_pct": 98.431, "viable_cell_density_million_ml": 16.561}, {"agitation_rpm": 269.739, "airflow_vvm": 0.285, "cer_mmol_l_h": 5.747, "dissolved_oxygen_pct": 35.992, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.004, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.866, "our_mmol_l_h": 6.287, "ph": 6.966, "phase": "production", "temperature_c": 35.813, "viability_pct": 98.531, "viable_cell_density_million_ml": 18.435}, {"agitation_rpm": 285.469, "airflow_vvm": 0.251, "cer_mmol_l_h": 6.437, "dissolved_oxygen_pct": 28.101, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.936, "hour": 108.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.71, "our_mmol_l_h": 7.012, "ph": 6.965, "phase": "production", "temperature_c": 35.802, "viability_pct": 98.546, "viable_cell_density_million_ml": 20.606}, {"agitation_rpm": 284.284, "airflow_vvm": 0.18, "cer_mmol_l_h": 7.027, "dissolved_oxygen_pct": 17.742, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.834, "hour": 124.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.576, "our_mmol_l_h": 7.587, "ph": 6.98, "phase": "production", "temperature_c": 35.81, "viability_pct": 98.057, "viable_cell_density_million_ml": 22.452}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 254.48, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.187, "dissolved_oxygen_pct": 36.903, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.085, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.921, "our_mmol_l_h": 5.679, "ph": 6.971, "phase": "exponential", "temperature_c": 36.798, "viability_pct": 98.431, "viable_cell_density_million_ml": 16.561}, {"agitation_rpm": 269.739, "airflow_vvm": 0.285, "cer_mmol_l_h": 5.747, "dissolved_oxygen_pct": 35.992, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.004, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.866, "our_mmol_l_h": 6.287, "ph": 6.966, "phase": "production", "temperature_c": 35.813, "viability_pct": 98.531, "viable_cell_density_million_ml": 18.435}, {"agitation_rpm": 285.469, "airflow_vvm": 0.251, "cer_mmol_l_h": 6.437, "dissolved_oxygen_pct": 28.101, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.936, "hour": 108.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.71, "our_mmol_l_h": 7.012, "ph": 6.965, "phase": "production", "temperature_c": 35.802, "viability_pct": 98.546, "viable_cell_density_million_ml": 20.606}, {"agitation_rpm": 284.284, "airflow_vvm": 0.18, "cer_mmol_l_h": 7.027, "dissolved_oxygen_pct": 17.742, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.834, "hour": 124.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.576, "our_mmol_l_h": 7.587, "ph": 6.98, "phase": "production", "temperature_c": 35.81, "viability_pct": 98.057, "viable_cell_density_million_ml": 22.452}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 254.48, "airflow_vvm": 0.265, "cer_mmol_l_h": 5.187, "dissolved_oxygen_pct": 36.903, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.085, "hour": 88.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.921, "our_mmol_l_h": 5.679, "ph": 6.971, "phase": "exponential", "temperature_c": 36.798, "viability_pct": 98.431, "viable_cell_density_million_ml": 16.561}, {"agitation_rpm": 269.739, "airflow_vvm": 0.285, "cer_mmol_l_h": 5.747, "dissolved_oxygen_pct": 35.992, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.004, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.866, "our_mmol_l_h": 6.287, "ph": 6.966, "phase": "production", "temperature_c": 35.813, "viability_pct": 98.531, "viable_cell_density_million_ml": 18.435}, {"agitation_rpm": 285.469, "airflow_vvm": 0.251, "cer_mmol_l_h": 6.437, "dissolved_oxygen_pct": 28.101, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.936, "hour": 108.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.71, "our_mmol_l_h": 7.012, "ph": 6.965, "phase": "production", "temperature_c": 35.802, "viability_pct": 98.546, "viable_cell_density_million_ml": 20.606}, {"agitation_rpm": 284.284, "airflow_vvm": 0.18, "cer_mmol_l_h": 7.027, "dissolved_oxygen_pct": 17.742, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.834, "hour": 124.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.576, "our_mmol_l_h": 7.587, "ph": 6.98, "phase": "production", "temperature_c": 35.81, "viability_pct": 98.057, "viable_cell_density_million_ml": 22.452}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the primary equipment diagnostic from: high_filter_pressure_drop, high_jacket_temperature, low_feed_delivery, low_offline_ph, low_oxygen_transfer, unexpected_antifoam_addition. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 252.397, "airflow_vvm": 0.262, "cer_mmol_l_h": 5.079, "dissolved_oxygen_pct": 37.379, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.484, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.241, "our_mmol_l_h": 5.575, "ph": 6.996, "phase": "exponential", "temperature_c": 36.813, "viability_pct": 98.91, "viable_cell_density_million_ml": 16.349}, {"agitation_rpm": 280.232, "airflow_vvm": 0.296, "cer_mmol_l_h": 6.062, "dissolved_oxygen_pct": 36.178, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.349, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.215, "our_mmol_l_h": 6.631, "ph": 6.992, "phase": "exponential", "temperature_c": 36.797, "viability_pct": 98.667, "viable_cell_density_million_ml": 19.521}, {"agitation_rpm": 284.19, "airflow_vvm": 0.297, "cer_mmol_l_h": 7.527, "dissolved_oxygen_pct": 35.795, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.37, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.174, "our_mmol_l_h": 7.697, "ph": 6.998, "phase": "production", "temperature_c": 35.814, "viability_pct": 98.911, "viable_cell_density_million_ml": 23.717}, {"agitation_rpm": 285.478, "airflow_vvm": 0.3, "cer_mmol_l_h": 9.196, "dissolved_oxygen_pct": 36.897, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.202, "hour": 112.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.112, "our_mmol_l_h": 8.818, "ph": 7.001, "phase": "production", "temperature_c": 35.789, "viability_pct": 98.733, "viable_cell_density_million_ml": 28.456}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Diagnose the cause and intervention. Choose cause from antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion and intervention from compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return JSON with exactly the keys cause and intervention. JSON whitespace is ignored.

Trajectory excerpt:
[{"agitation_rpm": 252.397, "airflow_vvm": 0.262, "cer_mmol_l_h": 5.079, "dissolved_oxygen_pct": 37.379, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.484, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.241, "our_mmol_l_h": 5.575, "ph": 6.996, "phase": "exponential", "temperature_c": 36.813, "viability_pct": 98.91, "viable_cell_density_million_ml": 16.349}, {"agitation_rpm": 280.232, "airflow_vvm": 0.296, "cer_mmol_l_h": 6.062, "dissolved_oxygen_pct": 36.178, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.349, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.215, "our_mmol_l_h": 6.631, "ph": 6.992, "phase": "exponential", "temperature_c": 36.797, "viability_pct": 98.667, "viable_cell_density_million_ml": 19.521}, {"agitation_rpm": 284.19, "airflow_vvm": 0.297, "cer_mmol_l_h": 7.527, "dissolved_oxygen_pct": 35.795, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.37, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.174, "our_mmol_l_h": 7.697, "ph": 6.998, "phase": "production", "temperature_c": 35.814, "viability_pct": 98.911, "viable_cell_density_million_ml": 23.717}, {"agitation_rpm": 285.478, "airflow_vvm": 0.3, "cer_mmol_l_h": 9.196, "dissolved_oxygen_pct": 36.897, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.202, "hour": 112.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.112, "our_mmol_l_h": 8.818, "ph": 7.001, "phase": "production", "temperature_c": 35.789, "viability_pct": 98.733, "viable_cell_density_million_ml": 28.456}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 252.397, "airflow_vvm": 0.262, "cer_mmol_l_h": 5.079, "dissolved_oxygen_pct": 37.379, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.484, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.241, "our_mmol_l_h": 5.575, "ph": 6.996, "phase": "exponential", "temperature_c": 36.813, "viability_pct": 98.91, "viable_cell_density_million_ml": 16.349}, {"agitation_rpm": 280.232, "airflow_vvm": 0.296, "cer_mmol_l_h": 6.062, "dissolved_oxygen_pct": 36.178, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.349, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.215, "our_mmol_l_h": 6.631, "ph": 6.992, "phase": "exponential", "temperature_c": 36.797, "viability_pct": 98.667, "viable_cell_density_million_ml": 19.521}, {"agitation_rpm": 284.19, "airflow_vvm": 0.297, "cer_mmol_l_h": 7.527, "dissolved_oxygen_pct": 35.795, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.37, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.174, "our_mmol_l_h": 7.697, "ph": 6.998, "phase": "production", "temperature_c": 35.814, "viability_pct": 98.911, "viable_cell_density_million_ml": 23.717}, {"agitation_rpm": 285.478, "airflow_vvm": 0.3, "cer_mmol_l_h": 9.196, "dissolved_oxygen_pct": 36.897, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.202, "hour": 112.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.112, "our_mmol_l_h": 8.818, "ph": 7.001, "phase": "production", "temperature_c": 35.789, "viability_pct": 98.733, "viable_cell_density_million_ml": 28.456}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 252.397, "airflow_vvm": 0.262, "cer_mmol_l_h": 5.079, "dissolved_oxygen_pct": 37.379, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.484, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.241, "our_mmol_l_h": 5.575, "ph": 6.996, "phase": "exponential", "temperature_c": 36.813, "viability_pct": 98.91, "viable_cell_density_million_ml": 16.349}, {"agitation_rpm": 280.232, "airflow_vvm": 0.296, "cer_mmol_l_h": 6.062, "dissolved_oxygen_pct": 36.178, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.349, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.215, "our_mmol_l_h": 6.631, "ph": 6.992, "phase": "exponential", "temperature_c": 36.797, "viability_pct": 98.667, "viable_cell_density_million_ml": 19.521}, {"agitation_rpm": 284.19, "airflow_vvm": 0.297, "cer_mmol_l_h": 7.527, "dissolved_oxygen_pct": 35.795, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.37, "hour": 96.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.174, "our_mmol_l_h": 7.697, "ph": 6.998, "phase": "production", "temperature_c": 35.814, "viability_pct": 98.911, "viable_cell_density_million_ml": 23.717}, {"agitation_rpm": 285.478, "airflow_vvm": 0.3, "cer_mmol_l_h": 9.196, "dissolved_oxygen_pct": 36.897, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.202, "hour": 112.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.112, "our_mmol_l_h": 8.818, "ph": 7.001, "phase": "production", "temperature_c": 35.789, "viability_pct": 98.733, "viable_cell_density_million_ml": 28.456}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the primary equipment diagnostic from: high_filter_pressure_drop, high_jacket_temperature, low_feed_delivery, low_offline_ph, low_oxygen_transfer, unexpected_antifoam_addition. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 251.679, "airflow_vvm": 0.258, "cer_mmol_l_h": 5.132, "dissolved_oxygen_pct": 36.895, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.462, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.212, "our_mmol_l_h": 5.523, "ph": 6.998, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.88, "viable_cell_density_million_ml": 16.283}, {"agitation_rpm": 279.95, "airflow_vvm": 0.297, "cer_mmol_l_h": 6.072, "dissolved_oxygen_pct": 36.665, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.345, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.193, "our_mmol_l_h": 6.625, "ph": 7.0, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.744, "viable_cell_density_million_ml": 19.422}, {"agitation_rpm": 283.955, "airflow_vvm": 0.247, "cer_mmol_l_h": 7.529, "dissolved_oxygen_pct": 28.02, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.384, "hour": 96.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.132, "our_mmol_l_h": 8.218, "ph": 6.99, "phase": "production", "temperature_c": 35.818, "viability_pct": 98.797, "viable_cell_density_million_ml": 24.138}, {"agitation_rpm": 285.962, "airflow_vvm": 0.178, "cer_mmol_l_h": 9.232, "dissolved_oxygen_pct": 18.261, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.457, "hour": 112.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.097, "our_mmol_l_h": 10.034, "ph": 6.995, "phase": "production", "temperature_c": 35.803, "viability_pct": 98.931, "viable_cell_density_million_ml": 29.486}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Diagnose the cause and intervention. Choose cause from antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion and intervention from compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return JSON with exactly the keys cause and intervention. JSON whitespace is ignored.

Trajectory excerpt:
[{"agitation_rpm": 251.679, "airflow_vvm": 0.258, "cer_mmol_l_h": 5.132, "dissolved_oxygen_pct": 36.895, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.462, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.212, "our_mmol_l_h": 5.523, "ph": 6.998, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.88, "viable_cell_density_million_ml": 16.283}, {"agitation_rpm": 279.95, "airflow_vvm": 0.297, "cer_mmol_l_h": 6.072, "dissolved_oxygen_pct": 36.665, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.345, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.193, "our_mmol_l_h": 6.625, "ph": 7.0, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.744, "viable_cell_density_million_ml": 19.422}, {"agitation_rpm": 283.955, "airflow_vvm": 0.247, "cer_mmol_l_h": 7.529, "dissolved_oxygen_pct": 28.02, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.384, "hour": 96.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.132, "our_mmol_l_h": 8.218, "ph": 6.99, "phase": "production", "temperature_c": 35.818, "viability_pct": 98.797, "viable_cell_density_million_ml": 24.138}, {"agitation_rpm": 285.962, "airflow_vvm": 0.178, "cer_mmol_l_h": 9.232, "dissolved_oxygen_pct": 18.261, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.457, "hour": 112.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.097, "our_mmol_l_h": 10.034, "ph": 6.995, "phase": "production", "temperature_c": 35.803, "viability_pct": 98.931, "viable_cell_density_million_ml": 29.486}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 251.679, "airflow_vvm": 0.258, "cer_mmol_l_h": 5.132, "dissolved_oxygen_pct": 36.895, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.462, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.212, "our_mmol_l_h": 5.523, "ph": 6.998, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.88, "viable_cell_density_million_ml": 16.283}, {"agitation_rpm": 279.95, "airflow_vvm": 0.297, "cer_mmol_l_h": 6.072, "dissolved_oxygen_pct": 36.665, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.345, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.193, "our_mmol_l_h": 6.625, "ph": 7.0, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.744, "viable_cell_density_million_ml": 19.422}, {"agitation_rpm": 283.955, "airflow_vvm": 0.247, "cer_mmol_l_h": 7.529, "dissolved_oxygen_pct": 28.02, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.384, "hour": 96.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.132, "our_mmol_l_h": 8.218, "ph": 6.99, "phase": "production", "temperature_c": 35.818, "viability_pct": 98.797, "viable_cell_density_million_ml": 24.138}, {"agitation_rpm": 285.962, "airflow_vvm": 0.178, "cer_mmol_l_h": 9.232, "dissolved_oxygen_pct": 18.261, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.457, "hour": 112.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.097, "our_mmol_l_h": 10.034, "ph": 6.995, "phase": "production", "temperature_c": 35.803, "viability_pct": 98.931, "viable_cell_density_million_ml": 29.486}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 251.679, "airflow_vvm": 0.258, "cer_mmol_l_h": 5.132, "dissolved_oxygen_pct": 36.895, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.462, "hour": 76.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.212, "our_mmol_l_h": 5.523, "ph": 6.998, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.88, "viable_cell_density_million_ml": 16.283}, {"agitation_rpm": 279.95, "airflow_vvm": 0.297, "cer_mmol_l_h": 6.072, "dissolved_oxygen_pct": 36.665, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.345, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.193, "our_mmol_l_h": 6.625, "ph": 7.0, "phase": "exponential", "temperature_c": 36.814, "viability_pct": 98.744, "viable_cell_density_million_ml": 19.422}, {"agitation_rpm": 283.955, "airflow_vvm": 0.247, "cer_mmol_l_h": 7.529, "dissolved_oxygen_pct": 28.02, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 74.286, "glucose_g_l": 3.384, "hour": 96.0, "inlet_filter_delta_p_kpa": 12.429, "lactate_g_l": 1.132, "our_mmol_l_h": 8.218, "ph": 6.99, "phase": "production", "temperature_c": 35.818, "viability_pct": 98.797, "viable_cell_density_million_ml": 24.138}, {"agitation_rpm": 285.962, "airflow_vvm": 0.178, "cer_mmol_l_h": 9.232, "dissolved_oxygen_pct": 18.261, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 100.0, "glucose_g_l": 3.457, "hour": 112.0, "inlet_filter_delta_p_kpa": 25.0, "lactate_g_l": 1.097, "our_mmol_l_h": 10.034, "ph": 6.995, "phase": "production", "temperature_c": 35.803, "viability_pct": 98.931, "viable_cell_density_million_ml": 29.486}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the primary equipment diagnostic from: high_filter_pressure_drop, high_jacket_temperature, low_feed_delivery, low_offline_ph, low_oxygen_transfer, unexpected_antifoam_addition. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 198.251, "airflow_vvm": 0.193, "cer_mmol_l_h": 3.245, "dissolved_oxygen_pct": 41.082, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.442, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.763, "our_mmol_l_h": 3.519, "ph": 6.97, "phase": "exponential", "temperature_c": 36.778, "viability_pct": 98.509, "viable_cell_density_million_ml": 10.346}, {"agitation_rpm": 215.991, "airflow_vvm": 0.217, "cer_mmol_l_h": 3.916, "dissolved_oxygen_pct": 39.651, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.166, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.959, "our_mmol_l_h": 4.246, "ph": 6.962, "phase": "exponential", "temperature_c": 36.781, "viability_pct": 98.509, "viable_cell_density_million_ml": 12.409}, {"agitation_rpm": 245.258, "airflow_vvm": 0.254, "cer_mmol_l_h": 4.887, "dissolved_oxygen_pct": 37.341, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.166, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.972, "our_mmol_l_h": 4.819, "ph": 6.959, "phase": "exponential", "temperature_c": 36.776, "viability_pct": 98.563, "viable_cell_density_million_ml": 15.144}, {"agitation_rpm": 278.201, "airflow_vvm": 0.294, "cer_mmol_l_h": 5.996, "dissolved_oxygen_pct": 35.604, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.777, "hour": 100.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.823, "our_mmol_l_h": 5.309, "ph": 6.963, "phase": "production", "temperature_c": 35.806, "viability_pct": 98.55, "viable_cell_density_million_ml": 18.143}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Diagnose the cause and intervention. Choose cause from antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion and intervention from compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return JSON with exactly the keys cause and intervention. JSON whitespace is ignored.

Trajectory excerpt:
[{"agitation_rpm": 198.251, "airflow_vvm": 0.193, "cer_mmol_l_h": 3.245, "dissolved_oxygen_pct": 41.082, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.442, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.763, "our_mmol_l_h": 3.519, "ph": 6.97, "phase": "exponential", "temperature_c": 36.778, "viability_pct": 98.509, "viable_cell_density_million_ml": 10.346}, {"agitation_rpm": 215.991, "airflow_vvm": 0.217, "cer_mmol_l_h": 3.916, "dissolved_oxygen_pct": 39.651, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.166, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.959, "our_mmol_l_h": 4.246, "ph": 6.962, "phase": "exponential", "temperature_c": 36.781, "viability_pct": 98.509, "viable_cell_density_million_ml": 12.409}, {"agitation_rpm": 245.258, "airflow_vvm": 0.254, "cer_mmol_l_h": 4.887, "dissolved_oxygen_pct": 37.341, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.166, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.972, "our_mmol_l_h": 4.819, "ph": 6.959, "phase": "exponential", "temperature_c": 36.776, "viability_pct": 98.563, "viable_cell_density_million_ml": 15.144}, {"agitation_rpm": 278.201, "airflow_vvm": 0.294, "cer_mmol_l_h": 5.996, "dissolved_oxygen_pct": 35.604, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.777, "hour": 100.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.823, "our_mmol_l_h": 5.309, "ph": 6.963, "phase": "production", "temperature_c": 35.806, "viability_pct": 98.55, "viable_cell_density_million_ml": 18.143}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the causal label from: antifoam_overdose, feed_interruption, feed_line_occlusion, gas_filter_restriction, ph_probe_bias, temperature_excursion. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 198.251, "airflow_vvm": 0.193, "cer_mmol_l_h": 3.245, "dissolved_oxygen_pct": 41.082, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.442, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.763, "our_mmol_l_h": 3.519, "ph": 6.97, "phase": "exponential", "temperature_c": 36.778, "viability_pct": 98.509, "viable_cell_density_million_ml": 10.346}, {"agitation_rpm": 215.991, "airflow_vvm": 0.217, "cer_mmol_l_h": 3.916, "dissolved_oxygen_pct": 39.651, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.166, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.959, "our_mmol_l_h": 4.246, "ph": 6.962, "phase": "exponential", "temperature_c": 36.781, "viability_pct": 98.509, "viable_cell_density_million_ml": 12.409}, {"agitation_rpm": 245.258, "airflow_vvm": 0.254, "cer_mmol_l_h": 4.887, "dissolved_oxygen_pct": 37.341, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.166, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.972, "our_mmol_l_h": 4.819, "ph": 6.959, "phase": "exponential", "temperature_c": 36.776, "viability_pct": 98.563, "viable_cell_density_million_ml": 15.144}, {"agitation_rpm": 278.201, "airflow_vvm": 0.294, "cer_mmol_l_h": 5.996, "dissolved_oxygen_pct": 35.604, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.777, "hour": 100.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.823, "our_mmol_l_h": 5.309, "ph": 6.963, "phase": "production", "temperature_c": 35.806, "viability_pct": 98.55, "viable_cell_density_million_ml": 18.143}]


Prompt:
This is a deterministic synthetic process trajectory, not a validated digital twin. Choose the intervention label from: compare_at_line_ph, replace_feed_line, restore_feed_profile, restore_temperature_control, stop_antifoam_and_verify_transfer, switch_to_redundant_gas_path. Return exactly one listed label.

Trajectory excerpt:
[{"agitation_rpm": 198.251, "airflow_vvm": 0.193, "cer_mmol_l_h": 3.245, "dissolved_oxygen_pct": 41.082, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 2.442, "hour": 64.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.763, "our_mmol_l_h": 3.519, "ph": 6.97, "phase": "exponential", "temperature_c": 36.778, "viability_pct": 98.509, "viable_cell_density_million_ml": 10.346}, {"agitation_rpm": 215.991, "airflow_vvm": 0.217, "cer_mmol_l_h": 3.916, "dissolved_oxygen_pct": 39.651, "feed_flow_ratio": 1.0, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 4.166, "hour": 72.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.959, "our_mmol_l_h": 4.246, "ph": 6.962, "phase": "exponential", "temperature_c": 36.781, "viability_pct": 98.509, "viable_cell_density_million_ml": 12.409}, {"agitation_rpm": 245.258, "airflow_vvm": 0.254, "cer_mmol_l_h": 4.887, "dissolved_oxygen_pct": 37.341, "feed_flow_ratio": 0.734, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 3.166, "hour": 84.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.972, "our_mmol_l_h": 4.819, "ph": 6.959, "phase": "exponential", "temperature_c": 36.776, "viability_pct": 98.563, "viable_cell_density_million_ml": 15.144}, {"agitation_rpm": 278.201, "airflow_vvm": 0.294, "cer_mmol_l_h": 5.996, "dissolved_oxygen_pct": 35.604, "feed_flow_ratio": 0.38, "feed_pump_command_pct": 100.0, "gas_valve_command_pct": 55.0, "glucose_g_l": 1.777, "hour": 100.0, "inlet_filter_delta_p_kpa": 3.0, "lactate_g_l": 1.823, "our_mmol_l_h": 5.309, "ph": 6.963, "phase": "production", "temperature_c": 35.806, "viability_pct": 98.55, "viable_cell_density_million_ml": 18.143}]


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.


Prompt: Estimate the visible-nuclei count range in the supplied microscopy image. Choose exactly one label: 0-10, 11-25, 26-50, 51-100, 101-200, 201+. Return only the label.