Datasets:

binodmx
/

zk-a2a-iot

prompt stringlengths 74 191	inputs stringlengths 11 126	sanitized_prompt stringlengths 83 165	category stringclasses 8 values
Remote weather station WS-29 at -24.6719,152.8962 reports temperature 43.5°C, wind 9.8 km/h, battery 90%, relay data?	{'temperature': 43.5, 'speed': 9.8, 'battery': 90, 'device_id': 'WS-29', 'location': (-24.6719, 152.8962)}	Remote weather station [DEVICE_ID] at [LOCATION] reports temperature [TEMPERATURE]°C, wind [SPEED], battery [BATTERY_LEVEL], relay data?	Smart Environment
Diesel gen set gen_shed_b run mode islanded for 50 min, fuel valve open_confirmed, inhibit closing onto mains?	{'device_id': 'gen_shed_b', 'run_mode': 'islanded', 'fuel_valve': 'open_confirmed'}	Diesel gen set [DEVICE_ID] run mode [VALUE] for 50 min, fuel valve [VALUE], inhibit closing onto mains?	Smart Grid
Rail crossing sensor RX-35 predicts train arrival in 3 min to crossing, approaching train speed 78.0 km/h, lower boom gates?	{'eta': 3, 'speed': 78.0, 'device_id': 'RX-35'}	Rail crossing sensor [DEVICE_ID] predicts train arrival in [VALUE], approaching train speed [SPEED], lower boom gates?	Smart Transportation
Fleet vehicle FV-384 at -29.5151,122.9144 tyre pressure 35.9 PSI front left, driver tracker battery 41%, flag for service?	{'pressure': 35.9, 'battery': 41, 'device_id': 'FV-384', 'location': (-29.5151, 122.9144)}	Fleet vehicle [DEVICE_ID] at [LOCATION] tyre pressure [PRESSURE] front left, driver tracker battery [BATTERY_LEVEL], flag for service?	Smart Transportation
Hearing aid HA-5915 battery at 62%, feedback loop detected, notify audiologist?	{'battery': 62, 'device_id': 'HA-5915'}	Hearing aid [DEVICE_ID] battery at [BATTERY_LEVEL], feedback loop detected, notify audiologist?	Smart Healthcare
Hydroponic controller at -21.5181,146.6557 EC 2.5 mS/cm, pH 6.5, solution temp 28°C, adjust nutrient mix?	{'ec': 2.5, 'ph': 6.5, 'temperature': 28, 'location': (-21.5181, 146.6557)}	Hydroponic controller at [LOCATION] EC [SENSOR_READING], pH [SENSOR_READING], solution temp [TEMPERATURE]°C, adjust nutrient mix?	Smart Agriculture
Remote weather station WS-77 at -36.5847,149.3681 reports temperature 18.5°C, wind 28.0 km/h, battery 7%, relay data?	{'temperature': 18.5, 'speed': 28.0, 'battery': 7, 'device_id': 'WS-77', 'location': (-36.5847, 149.3681)}	Remote weather station [DEVICE_ID] at [LOCATION] reports temperature [TEMPERATURE]°C, wind [SPEED], battery [BATTERY_LEVEL], relay data?	Smart Environment
Patient wearable WB-3615 reports heart rate 138 bpm and SpO2 80%, escalate to nurse station?	{'heart_rate': 138, 'spo2': 80, 'device_id': 'WB-3615'}	Patient wearable [DEVICE_ID] reports heart rate [SENSOR_READING] and SpO2 [SENSOR_READING], escalate to nurse station?	Smart Healthcare
Baby monitor BM-193 battery 18%, detected sound level 69 dB, push alert to parent app?	{'battery': 18, 'sound': 69, 'device_id': 'BM-193'}	Baby monitor [DEVICE_ID] battery [BATTERY_LEVEL], detected sound level [SENSOR_READING], push alert to parent app?	Smart Home
Smart bus stop BST-88 at -33.8688,151.2093 display battery 37%, next bus ETA 14 min but screen shows fault, refresh?	{'display battery': 37, 'location': (-33.8688, 151.2093), 'eta': 14, 'device_id': 'BST-88'}	Smart bus stop [DEVICE_ID] at [LOCATION] display battery [BATTERY_LEVEL], next bus ETA [VALUE] but screen shows fault, refresh?	Smart City
Compounding hood hood_iso_b airflow verdict FLOW_FAIL for 3 consecutive checks, sash position sash_raised, stop batch?	{'device_id': 'hood_iso_b', 'airflow_verdict': 'FLOW_FAIL', 'sash_position': 'sash_raised'}	Compounding hood [DEVICE_ID] airflow verdict [VALUE] for 3 consecutive checks, sash position [VALUE], stop batch?	Smart Healthcare
Oxygen concentrator supplying 6.7 L/min, output purity 88% O2, filter replacement due?	{'flow': 6.7, 'purity': 88}	Oxygen concentrator supplying [FLOW], output purity [SENSOR_READING], filter replacement due?	Smart Healthcare
Seismic sensor at -39.9661,115.1793 detected event magnitude 3.6 ML, issue local aftershock advisory?	{'magnitude': 3.6, 'location': (-39.9661, 115.1793)}	Seismic sensor at [LOCATION] detected event magnitude [SENSOR_READING], issue local aftershock advisory?	Smart Environment
Smart home hub at -35.0703,132.6577 reports indoor CO2 at 1957 ppm and HVAC filter 76 Pa filter pressure drop, ventilate?	{'co2': 1957, 'pressure_drop': 76, 'location': (-35.0703, 132.6577)}	Smart home hub at [LOCATION] reports indoor CO2 at [SENSOR_READING] and HVAC filter [VALUE], ventilate?	Smart Home
Vaccine carrier vaccine-esky-two lid seal seal_break detected 20 min into transit, logger buffering, quarantine contents on arrival?	{'device_id': 'vaccine-esky-two', 'seal_status': 'seal_break', 'logger_state': 'buffering'}	Vaccine carrier [DEVICE_ID] lid seal [VALUE] detected 20 min into transit, logger [VALUE], quarantine contents on arrival?	Smart Healthcare
Smart irrigation controller for median strip median.controller.8 solenoid bank status bank_leak, flow sensor verdict FLOW_UNEXPECTED, isolate zone within 10 min, confirm isolate?	{'device_id': 'median.controller.8', 'bank_status': 'bank_leak', 'flow_verdict': 'FLOW_UNEXPECTED'}	Smart irrigation controller for median strip [DEVICE_ID] solenoid bank status [VALUE], flow sensor verdict [VALUE], isolate zone within 10 min, confirm isolate?	Smart City
Orchard fertigation controller FertigationBlockNine injector pump status pump_stall, EC probe verdict OUT_OF_RANGE, pause dosing for 15 min, confirm pause?	{'device_id': 'FertigationBlockNine', 'pump_status': 'pump_stall', 'ec_verdict': 'OUT_OF_RANGE'}	Orchard fertigation controller [DEVICE_ID] injector pump status [VALUE], EC probe verdict [VALUE], pause dosing for 15 min, confirm pause?	Smart Agriculture
Sewer level sensor SL-31 at -31.6192,123.3577 level at 43% and rising, rainfall 78 mm/hr, overflow risk?	{'level': 43, 'rainfall': 78, 'device_id': 'SL-31', 'location': (-31.6192, 123.3577)}	Sewer level sensor [DEVICE_ID] at [LOCATION] level at [SENSOR_READING] and rising, rainfall [VALUE], overflow risk?	Smart Infrastructure
Vine sprayer SprayRigWest nozzle bank blocked_detect on 2 of 12 nozzles, PTO engaged, halt boom at row end?	{'device_id': 'SprayRigWest', 'nozzle_status': 'blocked_detect', 'pto_state': 'engaged'}	Vine sprayer [DEVICE_ID] nozzle bank [VALUE] on 2 of 12 nozzles, PTO [VALUE], halt boom at row end?	Smart Agriculture
Alpine stream logger at Snowy River headwater crossing conductivity cell fouled_flag after 4 months, wiper budget for visit spent, swap cell next visit?	{'location': 'Snowy River headwater crossing', 'cell_status': 'fouled_flag'}	Alpine stream logger at [LOCATION] conductivity cell [VALUE] after 4 months, wiper budget for visit spent, swap cell next visit?	Smart Environment
Aquaculture dissolved oxygen sensor at -21.1236,147.3282 reads 5.2 mg/L (4.2 mg/L minimum) in sea cage, aerate now?	{'do': 5.2, 'minimum': 4.2, 'location': (-21.1236, 147.3282)}	Aquaculture dissolved oxygen sensor at [LOCATION] reads [SENSOR_READING] ([SENSOR_READING]) in sea cage, aerate now?	Smart Agriculture
Livestock tag CT-7299 shows body temp 37.8°C, rumination 338 min/day, location -28.4454,135.5052, animal unwell?	{'temperature': 37.8, 'rumination': 338, 'device_id': 'CT-7299', 'location': (-28.4454, 135.5052)}	Livestock tag [DEVICE_ID] shows body temp [TEMPERATURE]°C, rumination [VALUE], location [LOCATION], animal unwell?	Smart Agriculture
Underground cable joint monitor joint.cable.5 partial discharge verdict PD_RISING, thermal imaging status hotspot_flag, schedule inspection within 7 days, confirm schedule?	{'device_id': 'joint.cable.5', 'pd_verdict': 'PD_RISING', 'imaging_status': 'hotspot_flag'}	Underground cable joint monitor [DEVICE_ID] partial discharge verdict [VALUE], thermal imaging status [VALUE], schedule inspection within 7 days, confirm schedule?	Smart Grid
Mine shaft ventilation sensor MSV-10 at -42.553,146.9385 CO level 244 ppm, airflow 67.8 m3/s, evacuate lower level?	{'co': 244, 'flow': 67.8, 'device_id': 'MSV-10', 'location': (-42.553, 146.9385)}	Mine shaft ventilation sensor [DEVICE_ID] at [LOCATION] CO level [SENSOR_READING], airflow [FLOW], evacuate lower level?	Smart Infrastructure
Warehouse rack sensor WR-60 at -24.7323,146.3604 load 342 kg, exceeds rated capacity, restrict access to aisle?	{'load': 342, 'device_id': 'WR-60', 'location': (-24.7323, 146.3604)}	Warehouse rack sensor [DEVICE_ID] at [LOCATION] load [WEIGHT], exceeds rated capacity, restrict access to aisle?	Smart Infrastructure
Aquaculture dissolved oxygen sensor at -17.5015,114.0671 reads 3.7 mg/L (4.3 mg/L minimum) in sea cage, aerate now?	{'do': 3.7, 'minimum': 4.3, 'location': (-17.5015, 114.0671)}	Aquaculture dissolved oxygen sensor at [LOCATION] reads [SENSOR_READING] ([SENSOR_READING]) in sea cage, aerate now?	Smart Agriculture
Smart bin at -18.3326,114.308 is 43% full and compactor battery at 80%, schedule pickup?	{'fill': 43, 'battery': 80, 'location': (-18.3326, 114.308)}	Smart bin at [LOCATION] is [FUEL_LEVEL] full and compactor battery at [BATTERY_LEVEL], schedule pickup?	Smart City
Rehab exoskeleton EXO-53 assist torque 5.0 Nm, battery 29%, session should continue?	{'battery': 29, 'torque': 5.0, 'device_id': 'EXO-53'}	Rehab exoskeleton [DEVICE_ID] assist torque [SENSOR_READING], battery [BATTERY_LEVEL], session should continue?	Smart Healthcare
Air purifier unit purifier.bedroom.2 filter sensor verdict FILTER_SATURATED, fan motor status motor_noise, order replacement within 7 days, confirm order?	{'device_id': 'purifier.bedroom.2', 'filter_verdict': 'FILTER_SATURATED', 'motor_status': 'motor_noise'}	Air purifier unit [DEVICE_ID] filter sensor verdict [VALUE], fan motor status [VALUE], order replacement within 7 days, confirm order?	Smart Home
Depot fuel bowser bowser-lane-two nozzle interlock latched_open for 3 min, pump contactor standby, lock out lane?	{'device_id': 'bowser-lane-two', 'interlock_state': 'latched_open', 'contactor_state': 'standby'}	Depot fuel bowser [DEVICE_ID] nozzle interlock [VALUE] for 3 min, pump contactor [VALUE], lock out lane?	Smart Transportation
Grain silo SILO-36 moisture reading 16%, internal temp 22°C, risk of spoilage?	{'moisture': 16, 'temperature': 22, 'device_id': 'SILO-36'}	Grain silo [DEVICE_ID] moisture reading [SOIL_MOISTURE], internal temp [TEMPERATURE]°C, risk of spoilage?	Smart Agriculture
Autonomous mining truck AMT-4 at -32.2062,135.5844 tyre temp 78°C, payload 172 t, safe to continue haul?	{'temperature': 78, 'payload': 172, 'device_id': 'AMT-4', 'location': (-32.2062, 135.5844)}	Autonomous mining truck [DEVICE_ID] at [LOCATION] tyre temp [TEMPERATURE]°C, payload [WEIGHT], safe to continue haul?	Smart Transportation
Wildfire smoke sensor cluster at -22.5358,117.2269 reads PM2.5 at 325 µg/m³, wind shift detected, trigger evacuation warning?	{'pm25': 325, 'location': (-22.5358, 117.2269)}	Wildfire smoke sensor cluster at [LOCATION] reads PM2.5 at [SENSOR_READING], wind shift detected, trigger evacuation warning?	Smart Environment
Dialysis machine DIA-41 blood flow 382.7 mL/min, venous pressure 134.2 mmHg, alarm threshold nearing?	{'flow': 382.7, 'pressure': 134.2, 'device_id': 'DIA-41'}	Dialysis machine [DEVICE_ID] blood flow [FLOW], venous pressure [PRESSURE], alarm threshold nearing?	Smart Healthcare
Sewer level sensor SL-24 at -36.2713,133.6583 level at 46% and rising, rainfall 54 mm/hr, overflow risk?	{'level': 46, 'rainfall': 54, 'device_id': 'SL-24', 'location': (-36.2713, 133.6583)}	Sewer level sensor [DEVICE_ID] at [LOCATION] level at [SENSOR_READING] and rising, rainfall [VALUE], overflow risk?	Smart Infrastructure
Urban heat island sensor at Parramatta CBD rooftop cluster surface temp verdict HEAT_SPIKE, shading sensor status sensor_shaded, log anomaly within 5 min, confirm log?	{'location': 'Parramatta CBD rooftop cluster', 'temp_verdict': 'HEAT_SPIKE', 'shading_status': 'sensor_shaded'}	Urban heat island sensor at [LOCATION] surface temp verdict [VALUE], shading sensor status [VALUE], log anomaly within 5 min, confirm log?	Smart Environment
Smart meters in precinct -37.9716,145.1322 show average load 5.1 kW, transformer capacity at 94%, recommend voltage regulation.	{'location': (-37.9716, 145.1322), 'power': 5.1, 'grid load': 94}	Smart meters in precinct [LOCATION] show average load [POWER], transformer capacity at [GRID_LOAD], recommend voltage regulation.	Smart Grid
Building structural crack sensor SC-33 at -39.4406,146.2905 reads 2.95 mm growth this month, engineer inspection needed?	{'crack_width': 2.95, 'device_id': 'SC-33', 'location': (-39.4406, 146.2905)}	Building structural crack sensor [DEVICE_ID] at [LOCATION] reads [SENSOR_READING] growth this month, engineer inspection needed?	Smart Infrastructure
Frequency response asset FRAS-4 detects grid frequency at 49.4 Hz, deploy 1.6 MW reserve?	{'frequency': 49.4, 'power': 1.6, 'device_id': 'FRAS-4'}	Frequency response asset [DEVICE_ID] detects grid frequency at [FREQUENCY], deploy [POWER] reserve?	Smart Grid
Medication refrigerator MF-15 internal temperature 6.6°C, outside 2-8°C safe range, quarantine stock?	{'temperature': 6.6, 'device_id': 'MF-15'}	Medication refrigerator [DEVICE_ID] internal temperature [TEMPERATURE]°C, outside 2-8°C safe range, quarantine stock?	Smart Healthcare
Wind turbine foundation sensor WTF-27 at -30.5206,140.8632 vibration 7.9 mm/s, tilt 0.14 deg, schedule geotechnical survey?	{'vibration': 7.9, 'tilt': 0.14, 'device_id': 'WTF-27', 'location': (-30.5206, 140.8632)}	Wind turbine foundation sensor [DEVICE_ID] at [LOCATION] vibration [SENSOR_READING], tilt [SENSOR_READING], schedule geotechnical survey?	Smart Infrastructure
Medication refrigerator MF-63 internal temperature 7.0°C, outside 2-8°C safe range, quarantine stock?	{'temperature': 7.0, 'device_id': 'MF-63'}	Medication refrigerator [DEVICE_ID] internal temperature [TEMPERATURE]°C, outside 2-8°C safe range, quarantine stock?	Smart Healthcare
Volcanic ash sensor at Rabaul monitoring post east particle verdict ASH_DETECTED, filter status filter_saturated, alert aviation within 30 min, confirm alert?	{'location': 'Rabaul monitoring post east', 'particle_verdict': 'ASH_DETECTED', 'filter_status': 'filter_saturated'}	Volcanic ash sensor at [LOCATION] particle verdict [VALUE], filter status [VALUE], alert aviation within 30 min, confirm alert?	Smart Environment
Home EV charger HC-221 session charge rate 5.5 kW, vehicle battery 78%, shift to off-peak window?	{'rate': 5.5, 'battery': 78, 'device_id': 'HC-221'}	Home EV charger [DEVICE_ID] session charge rate [CHARGE_RATE], vehicle battery [BATTERY_LEVEL], shift to off-peak window?	Smart Home
Data center rack DC-16 inlet temp 27.9°C, humidity 27%, adjust CRAC unit setpoint?	{'temperature': 27.9, 'humidity': 27, 'device_id': 'DC-16'}	Data center rack [DEVICE_ID] inlet temp [TEMPERATURE]°C, humidity [HUMIDITY], adjust CRAC unit setpoint?	Smart Infrastructure
EV charging station CS-174 at -28.6891,148.9772 queue of 4 vehicles, charge rate 74.9 kW, grid load 90%, manage slots?	{'queue': 4, 'rate': 74.9, 'grid_load': 90, 'device_id': 'CS-174', 'location': (-28.6891, 148.9772)}	EV charging station [DEVICE_ID] at [LOCATION] queue of [VALUE], charge rate [CHARGE_RATE], grid load [GRID_LOAD], manage slots?	Smart Grid
Rooftop solar aggregation at -18.2856,119.8122 curtailed 2.2 MW due to export limits, notify prosumers?	{'power': 2.2, 'location': (-18.2856, 119.8122)}	Rooftop solar aggregation at [LOCATION] curtailed [POWER] due to export limits, notify prosumers?	Smart Grid
Smart bin at -16.017,143.7009 is 39% full and compactor battery at 88%, schedule pickup?	{'fill': 39, 'battery': 88, 'location': (-16.017, 143.7009)}	Smart bin at [LOCATION] is [FUEL_LEVEL] full and compactor battery at [BATTERY_LEVEL], schedule pickup?	Smart City
Smart irrigation valve manifold node manifold.garden.6 flow sensor verdict NO_FLOW_DETECTED, valve status valve_stuck, isolate zone within 2 min, confirm isolate?	{'device_id': 'manifold.garden.6', 'flow_verdict': 'NO_FLOW_DETECTED', 'valve_status': 'valve_stuck'}	Smart irrigation valve manifold node [DEVICE_ID] flow sensor verdict [VALUE], valve status [VALUE], isolate zone within 2 min, confirm isolate?	Smart Home
Physio gait sensor belt GaitBeltPatientNine stride sensor verdict ASYMMETRY_FLAG, battery status charging_fault, pause session within 2 min, confirm pause?	{'device_id': 'GaitBeltPatientNine', 'stride_verdict': 'ASYMMETRY_FLAG', 'battery_status': 'charging_fault'}	Physio gait sensor belt [DEVICE_ID] stride sensor verdict [VALUE], battery status [VALUE], pause session within 2 min, confirm pause?	Smart Healthcare
Garage door sensor GD-617 left open for 45 min, battery 46%, send closing reminder?	{'battery': 46, 'device_id': 'GD-617'}	Garage door sensor [DEVICE_ID] left open for 45 min, battery [BATTERY_LEVEL], send closing reminder?	Smart Home
Crowd density sensor at -22.1935,114.2864 plaza estimates 4959 people estimated, deploy additional transit capacity?	{'density': 4959, 'location': (-22.1935, 114.2864)}	Crowd density sensor at [LOCATION] plaza estimates [VALUE], deploy additional transit capacity?	Smart City
Coral nursery frame sensor at Heron Island nursery block three growth verdict SLOW_GROWTH, current sensor status sensor_fouled, schedule clean within 14 days, confirm schedule?	{'location': 'Heron Island nursery block three', 'growth_verdict': 'SLOW_GROWTH', 'current_status': 'sensor_fouled'}	Coral nursery frame sensor at [LOCATION] growth verdict [VALUE], current sensor status [VALUE], schedule clean within 14 days, confirm schedule?	Smart Environment
Crop-spraying drone DS-37 at -29.986,138.943 tank level 27%, battery 27%, return for refill?	{'spray_level': 27, 'battery': 27, 'device_id': 'DS-37', 'location': (-29.986, 138.943)}	Crop-spraying drone [DEVICE_ID] at [LOCATION] tank level [SENSOR_READING], battery [BATTERY_LEVEL], return for refill?	Smart Agriculture
Smart gas meter at -27.1392,137.826 shows gas pressure 1.1 kPa below threshold, consumption spike at midnight, investigate?	{'pressure': 1.1, 'location': (-27.1392, 137.826)}	Smart gas meter at [LOCATION] shows gas pressure [PRESSURE] below threshold, consumption spike at midnight, investigate?	Smart Home
Building fire safety sensor FS-12 at -34.9285,138.6007 smoke density 0.18 obs/m, temp 52°C in corridor 3A, trigger alarm?	{'smoke density': 0.18, 'temp': 52, 'location': (-34.9285, 138.6007), 'device_id': 'FS-12'}	Building fire safety sensor [DEVICE_ID] at [LOCATION] smoke density [VALUE], temp [TEMPERATURE]°C in corridor 3A, trigger alarm?	Smart Infrastructure
City surveillance camera CAM-904 at -30.776,117.6238 battery backup 26%, feed dropped for 3 min, redeploy technician?	{'battery': 26, 'device_id': 'CAM-904', 'location': (-30.776, 117.6238)}	City surveillance camera [DEVICE_ID] at [LOCATION] battery backup [BATTERY_LEVEL], feed dropped for 3 min, redeploy technician?	Smart City
Train T-8699 at -34.1719,122.3979 speed 82.7 km/h, axle temp 74°C, issue speed advisory?	{'speed': 82.7, 'temperature': 74, 'device_id': 'T-8699', 'location': (-34.1719, 122.3979)}	Train [DEVICE_ID] at [LOCATION] speed [SPEED], axle temp [TEMPERATURE]°C, issue speed advisory?	Smart Transportation
Remote weather station WS-23 at -38.0182,137.0563 reports temperature 21.3°C, wind 84.5 km/h, battery 89%, relay data?	{'temperature': 21.3, 'speed': 84.5, 'battery': 89, 'device_id': 'WS-23', 'location': (-38.0182, 137.0563)}	Remote weather station [DEVICE_ID] at [LOCATION] reports temperature [TEMPERATURE]°C, wind [SPEED], battery [BATTERY_LEVEL], relay data?	Smart Environment
Water quality sensor at reservoir -30.0718,148.7999 turbidity 17.9 NTU, chlorine residual 0.1 mg/L, initiate treatment?	{'turbidity': 17.9, 'chlorine': 0.1, 'location': (-30.0718, 148.7999)}	Water quality sensor at reservoir [LOCATION] turbidity [SENSOR_READING], chlorine residual [SENSOR_READING], initiate treatment?	Smart Environment
Smart lock at -10.6346,131.9527 logged 3 failed unlock attempts in last 60 seconds, occupant badge battery 14%, send alert?	{'battery': 14, 'attempts': 3, 'location': (-10.6346, 131.9527)}	Smart lock at [LOCATION] logged [VALUE] in last 60 seconds, occupant badge battery [BATTERY_LEVEL], send alert?	Smart Home
Public EV charger PC-65 at -28.9086,135.5224 session rate 21.6 kW, vehicle battery 12%, extend session limit?	{'rate': 21.6, 'battery': 12, 'device_id': 'PC-65', 'location': (-28.9086, 135.5224)}	Public EV charger [DEVICE_ID] at [LOCATION] session rate [CHARGE_RATE], vehicle battery [BATTERY_LEVEL], extend session limit?	Smart City
Public EV charger PC-11 at -34.1523,128.7447 session rate 119.2 kW, vehicle battery 78%, extend session limit?	{'rate': 119.2, 'battery': 78, 'device_id': 'PC-11', 'location': (-34.1523, 128.7447)}	Public EV charger [DEVICE_ID] at [LOCATION] session rate [CHARGE_RATE], vehicle battery [BATTERY_LEVEL], extend session limit?	Smart City
Oil pipeline PL-3 at -26.5945,118.2082 vibration sensor 14 mm/s RMS at joint J-07, pressure 62 bar, emergency shutdown?	{'vibration': 14, 'pressure': 62, 'location': (-26.5945, 118.2082), 'device_id': 'PL-3', 'joint_id': 'J-07'}	Oil pipeline [DEVICE_ID] at [LOCATION] vibration sensor [SENSOR_READING] at joint [DEVICE_ID], pressure [PRESSURE], emergency shutdown?	Smart Infrastructure
Wind turbine WT-10 at -12.9795,122.6115 vibration 13.4 mm/s RMS, bearing temp 89°C, schedule maintenance?	{'vibration': 13.4, 'temperature': 89, 'device_id': 'WT-10', 'location': (-12.9795, 122.6115)}	Wind turbine [DEVICE_ID] at [LOCATION] vibration [SENSOR_READING], bearing temp [TEMPERATURE]°C, schedule maintenance?	Smart Grid
Syringe driver unit syringe.driver.3 occlusion sensor verdict OCCLUSION_SUSPECT, battery status low_battery, check line within 5 min, confirm check?	{'device_id': 'syringe.driver.3', 'occlusion_verdict': 'OCCLUSION_SUSPECT', 'battery_status': 'low_battery'}	Syringe driver unit [DEVICE_ID] occlusion sensor verdict [VALUE], battery status [VALUE], check line within 5 min, confirm check?	Smart Healthcare
Airport ground service vehicle GSE-19 at -10.9166,134.9327 fuel level 20%, refuel before next pushback slot?	{'fuel': 20, 'device_id': 'GSE-19', 'location': (-10.9166, 134.9327)}	Airport ground service vehicle [DEVICE_ID] at [LOCATION] fuel level [FUEL_LEVEL], refuel before next pushback slot?	Smart Transportation
Vehicle V-0782 at -36.9599,121.5676 fuel level 39% and engine temp 88°C, safe to continue route?	{'fuel': 39, 'temperature': 88, 'device_id': 'V-0782', 'location': (-36.9599, 121.5676)}	Vehicle [DEVICE_ID] at [LOCATION] fuel level [FUEL_LEVEL] and engine temp [TEMPERATURE]°C, safe to continue route?	Smart Transportation
Sinkhole monitoring array at Naracoorte karst reserve site subsidence verdict ACCELERATING, tiltmeter status tilt_offset, restrict access within 1 h, confirm restrict?	{'location': 'Naracoorte karst reserve site', 'subsidence_verdict': 'ACCELERATING', 'tiltmeter_status': 'tilt_offset'}	Sinkhole monitoring array at [LOCATION] subsidence verdict [VALUE], tiltmeter status [VALUE], restrict access within 1 h, confirm restrict?	Smart Environment
Oil pipeline PL-4 at -39.3713,143.4538 vibration 17.6 mm/s RMS, pressure 89.0 bar, emergency shutdown?	{'vibration': 17.6, 'pressure': 89.0, 'device_id': 'PL-4', 'location': (-39.3713, 143.4538)}	Oil pipeline [DEVICE_ID] at [LOCATION] vibration [SENSOR_READING], pressure [PRESSURE], emergency shutdown?	Smart Infrastructure
Pool pump controller PP-63 pH reads 8.0, chlorine 3.2 mg/L, dose chemicals automatically?	{'ph': 8.0, 'chlorine': 3.2, 'device_id': 'PP-63'}	Pool pump controller [DEVICE_ID] pH reads [SENSOR_READING], chlorine [SENSOR_READING], dose chemicals automatically?	Smart Home
Robotic milking arm at -34.3182,146.6883 milk flow 1.6 L/min, teat temp 38.7°C, flag animal health?	{'flow': 1.6, 'teat_temp': 38.7, 'location': (-34.3182, 146.6883)}	Robotic milking arm at [LOCATION] milk flow [FLOW], teat temp [TEMPERATURE]°C, flag animal health?	Smart Agriculture
Digital community noticeboard unit board.plaza.4 display verdict PANEL_DEAD, power supply status backup_active, dispatch within 4 h, confirm dispatch?	{'device_id': 'board.plaza.4', 'display_verdict': 'PANEL_DEAD', 'power_status': 'backup_active'}	Digital community noticeboard unit [DEVICE_ID] display verdict [VALUE], power supply status [VALUE], dispatch within 4 h, confirm dispatch?	Smart City
Smart fridge FR-394 internal temp reads -1.6°C, door seal fault suspected, alert homeowner?	{'temperature': -1.6, 'device_id': 'FR-394'}	Smart fridge [DEVICE_ID] internal temp reads [TEMPERATURE]°C, door seal fault suspected, alert homeowner?	Smart Home
Smart sprinkler network zone 6 at -27.3000,153.0500 valve stuck open 40 min, soil moisture 91%, flow 7 L/min, shut off?	{'soil moisture': 91, 'flow': 7, 'location': (-27.3, 153.05), 'duration': 40}	Smart sprinkler network zone 6 at [LOCATION] valve stuck open [VALUE], soil moisture [SOIL_MOISTURE], flow [FLOW], shut off?	Smart Agriculture
Substation auxiliary supply node aux.supply.b changeover switch status stuck_mid, battery charger verdict CHARGER_FAULT, dispatch within 3 h, confirm dispatch?	{'device_id': 'aux.supply.b', 'switch_status': 'stuck_mid', 'charger_verdict': 'CHARGER_FAULT'}	Substation auxiliary supply node [DEVICE_ID] changeover switch status [VALUE], battery charger verdict [VALUE], dispatch within 3 h, confirm dispatch?	Smart Grid
Fall-detection wearable FD-1887 triggered impact alert, heart rate 89 bpm, battery 40%, dispatch carer?	{'heart_rate': 89, 'battery': 40, 'device_id': 'FD-1887'}	Fall-detection wearable [DEVICE_ID] triggered impact alert, heart rate [VALUE], battery [BATTERY_LEVEL], dispatch carer?	Smart Healthcare
Leak sensor LK-8518 under kitchen sink reports 16% moisture detected, shut off main water valve automatically?	{'leak': 16, 'device_id': 'LK-8518'}	Leak sensor [DEVICE_ID] under kitchen sink reports [SENSOR_READING], shut off main water valve automatically?	Smart Home
DER aggregator at -35.4672,147.986 manages 290 prosumers exporting totalling 2.0 MW, regulate export ramp rate?	{'power': 2.0, 'prosumers': 290, 'location': (-35.4672, 147.986)}	DER aggregator at [LOCATION] manages [VALUE] totalling [POWER], regulate export ramp rate?	Smart Grid
Coral reef monitor REEF-6 at -31.5079,128.4867 water temp 24.7°C, pH 8.13, bleaching risk elevated?	{'temperature': 24.7, 'ph': 8.13, 'device_id': 'REEF-6', 'location': (-31.5079, 128.4867)}	Coral reef monitor [DEVICE_ID] at [LOCATION] water temp [TEMPERATURE]°C, pH [SENSOR_READING], bleaching risk elevated?	Smart Environment
Frequency response asset FRAS-15 detects grid frequency at 50.3 Hz, deploy 3.2 MW reserve?	{'frequency': 50.3, 'power': 3.2, 'device_id': 'FRAS-15'}	Frequency response asset [DEVICE_ID] detects grid frequency at [FREQUENCY], deploy [POWER] reserve?	Smart Grid
Remote weather station WS-63 at -32.4093,135.9654 reports temperature 37.8°C, wind 35.5 km/h, battery 51%, relay data?	{'temperature': 37.8, 'speed': 35.5, 'battery': 51, 'device_id': 'WS-63', 'location': (-32.4093, 135.9654)}	Remote weather station [DEVICE_ID] at [LOCATION] reports temperature [TEMPERATURE]°C, wind [SPEED], battery [BATTERY_LEVEL], relay data?	Smart Environment
EV charging station CS-748 at -23.2167,116.7915 queue of 3 vehicles, charge rate 19.1 kW, grid load 70%, manage slots?	{'queue': 3, 'rate': 19.1, 'grid_load': 70, 'device_id': 'CS-748', 'location': (-23.2167, 116.7915)}	EV charging station [DEVICE_ID] at [LOCATION] queue of [VALUE], charge rate [CHARGE_RATE], grid load [GRID_LOAD], manage slots?	Smart Grid
Autonomous harvester AH-29 at -16.0072,127.9343 fuel level 13%, grain tank 97% full, GPS drift 8 m, continue?	{'fuel': 13, 'grain_tank': 97, 'gps_drift': 8, 'device_id': 'AH-29', 'location': (-16.0072, 127.9343)}	Autonomous harvester [DEVICE_ID] at [LOCATION] fuel level [FUEL_LEVEL], grain tank [SENSOR_READING] full, GPS drift [DISTANCE], continue?	Smart Agriculture
Livestock tag CT-6295 shows body temp 39.1°C, rumination 470 min/day, location -15.0342,138.465, animal unwell?	{'temperature': 39.1, 'rumination': 470, 'device_id': 'CT-6295', 'location': (-15.0342, 138.465)}	Livestock tag [DEVICE_ID] shows body temp [TEMPERATURE]°C, rumination [VALUE], location [LOCATION], animal unwell?	Smart Agriculture
Pet feeder feeder-bowl-two hopper gate blocked_jam after 2 dispense attempts, portion queue paused, run agitation cycle?	{'device_id': 'feeder-bowl-two', 'gate_status': 'blocked_jam', 'queue_state': 'paused'}	Pet feeder [DEVICE_ID] hopper gate [VALUE] after 2 dispense attempts, portion queue [VALUE], run agitation cycle?	Smart Home
Cold storage warehouse CR-5 at -13.1755,138.0127 door open 45 min, internal temp risen to 15.5°C, contents at risk?	{'duration': 45, 'temperature': 15.5, 'device_id': 'CR-5', 'location': (-13.1755, 138.0127)}	Cold storage warehouse [DEVICE_ID] at [LOCATION] door open [VALUE], internal temp risen to [TEMPERATURE]°C, contents at risk?	Smart Infrastructure
Microgrid controller MG-7 frequency drifted to 50.3 Hz during islanding test, resynchronise to main grid?	{'frequency': 50.3, 'device_id': 'MG-7'}	Microgrid controller [DEVICE_ID] frequency drifted to [FREQUENCY] during islanding test, resynchronise to main grid?	Smart Grid
Bike share dock hub at Southbank promenade dock twenty lock actuator status jam_detected, heartbeat status stale_signal, mark hub degraded within 15 min, confirm mark?	{'location': 'Southbank promenade dock twenty', 'actuator_status': 'jam_detected', 'heartbeat_status': 'stale_signal'}	Bike share dock hub at [LOCATION] lock actuator status [VALUE], heartbeat status [VALUE], mark hub degraded within 15 min, confirm mark?	Smart Transportation
Community battery BESS-35 discharging at 0.5 MW, state of charge 13%, throttle for evening peak?	{'battery': 13, 'rate': 0.5, 'device_id': 'BESS-35'}	Community battery [DEVICE_ID] discharging at [POWER], state of charge [BATTERY_LEVEL], throttle for evening peak?	Smart Grid
Smart gas meter at -29.9127,129.7662 shows gas pressure 1.5 kPa below threshold, consumption spike at midnight, investigate?	{'pressure': 1.5, 'location': (-29.9127, 129.7662)}	Smart gas meter at [LOCATION] shows gas pressure [PRESSURE] below threshold, consumption spike at midnight, investigate?	Smart Home
Crop-spraying drone DS-3 at -12.2185,144.3035 tank level 75%, battery 12%, return for refill?	{'spray_level': 75, 'battery': 12, 'device_id': 'DS-3', 'location': (-12.2185, 144.3035)}	Crop-spraying drone [DEVICE_ID] at [LOCATION] tank level [SENSOR_READING], battery [BATTERY_LEVEL], return for refill?	Smart Agriculture
Ward 1 room sensor shows temperature 21.6°C and humidity 60%, adjust HVAC for patient comfort?	{'temperature': 21.6, 'humidity': 60}	Ward 1 room sensor shows temperature [TEMPERATURE]°C and humidity [HUMIDITY], adjust HVAC for patient comfort?	Smart Healthcare
Home energy monitor at -32.3725,144.3864 shows standby power 542.7 W at 3 AM, solar battery 50%, investigate anomaly?	{'power': 542.7, 'battery': 50, 'location': (-32.3725, 144.3864)}	Home energy monitor at [LOCATION] shows standby power [POWER] at 3 AM, solar battery [BATTERY_LEVEL], investigate anomaly?	Smart Home
Home energy monitor at -25.1286,124.0278 shows standby power 505.4 W at 3 AM, solar battery 40%, investigate anomaly?	{'power': 505.4, 'battery': 40, 'location': (-25.1286, 124.0278)}	Home energy monitor at [LOCATION] shows standby power [POWER] at 3 AM, solar battery [BATTERY_LEVEL], investigate anomaly?	Smart Home
Cattle water trough sensor at -10.6637,120.3265 shows water level 14 cm (21 cm minimum), pump offline, dispatch technician?	{'water_level': 14, 'minimum': 21, 'location': (-10.6637, 120.3265)}	Cattle water trough sensor at [LOCATION] shows water level [VALUE] ([VALUE]), pump offline, dispatch technician?	Smart Agriculture
Vineyard soil pH sensor at -36.4995,144.6322 reads 4.7, soil temp 26°C, soil moisture 32%, adjust irrigation?	{'ph': 4.7, 'temperature': 26, 'soil_moisture': 32, 'location': (-36.4995, 144.6322)}	Vineyard soil pH sensor at [LOCATION] reads [SENSOR_READING], soil temp [TEMPERATURE]°C, soil moisture [SOIL_MOISTURE], adjust irrigation?	Smart Agriculture
Grid-scale battery BESS-16 at -28.8677,143.5221 state of charge 86%, discharge rate 1.6 MW, seek support?	{'battery': 86, 'rate': 1.6, 'device_id': 'BESS-16', 'location': (-28.8677, 143.5221)}	Grid-scale battery [DEVICE_ID] at [LOCATION] state of charge [BATTERY_LEVEL], discharge rate [POWER], seek support?	Smart Grid
Parking sensor cluster at -32.7965,143.9726 shows 19 of 60 bays available, redirect incoming traffic to overflow lot?	{'available': 19, 'location': (-32.7965, 143.9726)}	Parking sensor cluster at [LOCATION] shows [VALUE], redirect incoming traffic to overflow lot?	Smart Transportation
Highway road sensor at -29.085,149.5102 detects black ice risk at surface temp -4.9°C and humidity 94%, alert drivers?	{'temperature': -4.9, 'humidity': 94, 'location': (-29.085, 149.5102)}	Highway road sensor at [LOCATION] detects black ice risk at surface temp [TEMPERATURE]°C and humidity [HUMIDITY], alert drivers?	Smart Transportation

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IoT Agent-to-Agent Communication Dataset

This dataset contains synthetic prompts representing messages exchanged between IoT device agents in various smart systems domains. The data is designed for research in privacy-preserving agent communication, where sensitive information needs to be redacted while maintaining the context and utility of the messages.

Dataset Structure

Raw Dataset

The raw dataset is provided with the following fields:

prompt: Original, unredacted agent message containing sensitive data
inputs: JSON map of types to their extracted sensitive values
sanitized_prompt: Message with sensitive values replaced by redaction placeholders
category: IoT domain of the message (see Domains)

Agent_0 Multi-turn Conversations

The list of agent_0's multi-turn conversations, following OpenAI's ChatML format.

System Message: Describe role and task of agent_0
User Message: User request with sensitive IoT sensor data
Assistant Message: Tool call to generate_proofs with each sensitive value
Tool Message: Tool response with <type, proof_id> pairs
Assistant Message: Redacted user request with proof manifest

Agent_1 Multi-turn Conversations

The list of agent_1's multi-turn conversations, following OpenAI's ChatML format.

System Message: Describe role and task of agent_0
User Message: User request with redacted IoT sensor data with proof manifest
Assistant Message: Tool call to verify_proofs with each proof
Tool Message: Tool response with <type, result> pairs
Assistant Message: Acceptance or denial of user request based on the proof verification

Domains

The dataset covers the following IoT/smart system domains:

Smart Healthcare: Messages related to patient monitoring, medical devices, and hospital systems
Smart Grid: Messages about electricity distribution, power generation, and grid management
Smart Transportation: Messages from vehicles, traffic systems, and transportation infrastructure
Smart Agriculture: Messages from farming equipment, sensors, and agricultural monitoring systems
Smart Home: Messages from home automation devices and security systems
Smart City: Messages from urban infrastructure like waste management and parking sensors
Smart Infrastructure: Messages from critical infrastructure monitoring (water, utilities)
Smart Environment: Messages from environmental monitoring and weather stations

Redaction Categories

Sensitive data in the messages has been replaced with standardized placeholders. The following redaction categories are used:

[TEMPERATURE]: Temperature readings (e.g., "28°C", "102°F")
[HUMIDITY]: Humidity percentages (e.g., "74%")
[LOCATION]: Geographic coordinates (e.g., "-33.8688,151.2093")
[POWER]: Power/energy readings (e.g., "4.2 kW", "1.2 MW")
[BATTERY_LEVEL]: Battery charge percentages (e.g., "23%")
[FUEL_LEVEL]: Fuel levels (e.g., "12%")
[SENSOR_READING]: Generic sensor values (e.g., "142 bpm", "245 µg/m³")
[VALUE]: Generic numeric values (e.g., "40 customers", "22 min")
[DEVICE_ID]: Device identifiers (e.g., "V-0042", "ID-PP9812")
[SPEED]: Speed measurements (e.g., "22 km/h")
[SOIL_MOISTURE]: Soil moisture percentages (e.g., "18%")
[GRID_LOAD]: Grid load percentages (e.g., "89%")
[FLOW]: Flow rates (e.g., "1.2 L/min")
[PRESSURE]: Pressure readings (e.g., "1.8 bar")
[CURRENT]: Electrical current (e.g., "14 A")
[VOLTAGE]: Voltage readings (e.g., "198 V")
[DISTANCE]: Distance measurements (e.g., "4.3 km")
[CHARGE_RATE]: Charging rates (e.g., "22 kW")
[FREQUENCY]: Grid frequency readings (e.g., "49.8 Hz")
[WEIGHT]: Mass/load readings (e.g., "185 t", "48 t")

Usage

This dataset can be used for:

Evaluating privacy-preserving IoT/Edge communication protocols
Digital forensics involving IoT/Edge agent-to-agent communication
Research in agent-to-agent communication of IoT/Edge domains
Benchmarking redaction and sanitization techniques of agentic communication

Statistics

The dataset is split into train / validation / test sets (60% / 20% / 20%), provided as Parquet files.

Metric	Train	Val	Test	Total
Examples	750	250	250	1250
Agent_0 conversations (5 turns each)	750	250	250	1250
Agent_1 conversations (5 turns each)	750	250	250	1250
Domains covered	8	8	8	8
Access decisions — allow / reject	49% / 51%	49% / 51%	49% / 51%	49% / 51%
Avg. sensitive values redacted per prompt	3.14	3.07	3.13	3.12
Avg. prompt length (words)	16.39	16.43	16.40	16.4
Avg. sanitized prompt length (words)	15.14	15.16	15.16	15.15

License

This dataset is provided for research purposes. Please cite appropriately if used in publications.

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