Clean-control metrics batch 2

Liquid1.2B/promptExperiments/EnglishEasy/Basic/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 1.0,
+  "omr_raw": 1.6073404856013551,
+  "overmasking_rate": 1.0,
+  "clean_exact_match_rate": 0.0,
+  "avg_pred_placeholders": 14.0,
+  "total_pred_placeholders": 224,
+  "avg_masked_tokens": 34.5,
+  "total_masked_tokens": 552,
+  "exact_copy_score": 0.01687017994858612,
+  "token_similarity": 0.0,
+  "avg_latency_s": 1.6070806086063385,
+  "total_time_s": 25.713289737701416
+}

Liquid1.2B/promptExperiments/EnglishEasy/Basic/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,241 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,1.6030287742614746,True,20,14,33,1.0,1.65,True,0,0.0077,0.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,1.6028754711151123,True,20,14,33,1.0,1.65,True,0,0.0206,0.0
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,1.602308750152588,True,20,14,33,1.0,1.65,True,0,0.0154,0.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,1.604731559753418,True,23,14,36,1.0,1.5652,True,0,0.0231,0.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,1.6047956943511963,True,20,14,33,1.0,1.65,True,0,0.0206,0.0
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,1.607529878616333,True,21,14,34,1.0,1.619,True,0,0.0103,0.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,1.6049554347991943,True,22,14,35,1.0,1.5909,True,0,0.0231,0.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,1.6122329235076904,True,21,14,34,1.0,1.619,True,0,0.0077,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,1.6057701110839844,True,21,14,34,1.0,1.619,True,0,0.0129,0.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,1.620124340057373,True,21,14,34,1.0,1.619,True,0,0.0103,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,1.6053931713104248,True,26,14,39,1.0,1.5,True,0,0.0103,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,1.6068854331970217,True,21,14,34,1.0,1.619,True,0,0.0206,0.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,1.6061677932739258,True,22,14,35,1.0,1.5909,True,0,0.0283,0.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,1.60792875289917,True,21,14,34,1.0,1.619,True,0,0.0206,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,1.6127612590789795,True,22,14,35,1.0,1.5909,True,0,0.0154,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,1.6058003902435305,True,23,14,36,1.0,1.5652,True,0,0.0231,0.0

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/1000/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 293,
+  "clean_fraction": 0.09766666666666667,
+  "omr": 0.32990218938139515,
+  "omr_raw": 0.34093521135612725,
+  "overmasking_rate": 0.5733788395904437,
+  "clean_exact_match_rate": 0.13310580204778158,
+  "avg_pred_placeholders": 3.4982935153583616,
+  "total_pred_placeholders": 1025,
+  "avg_masked_tokens": 6.235494880546075,
+  "total_masked_tokens": 1827,
+  "exact_copy_score": 0.17175587945210025,
+  "token_similarity": 0.3725539172577636,
+  "avg_latency_s": 1.1353885728751434,
+  "total_time_s": 332.668851852417
+}

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 88,
+  "clean_fraction": 0.09777777777777778,
+  "omr": 0.018162068546426834,
+  "omr_raw": 0.018162068546426834,
+  "overmasking_rate": 0.03409090909090909,
+  "clean_exact_match_rate": 0.8636363636363636,
+  "avg_pred_placeholders": 0.29545454545454547,
+  "total_pred_placeholders": 26,
+  "avg_masked_tokens": 0.3068181818181818,
+  "total_masked_tokens": 27,
+  "exact_copy_score": 0.872543934621719,
+  "token_similarity": 0.907812753732897,
+  "avg_latency_s": 0.4889427721500397,
+  "total_time_s": 43.02696394920349
+}

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,116 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,0.927924871444702,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,0.4070367813110351,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,Confirmation received. All systems are operational and compliant with security protocols.,System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,0.3716819286346435,True,19,0,0,0.0,0.0,False,0,0.037,0.0714
+The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,0.3870532512664795,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,0.4053845405578613,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,0.443155288696289,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,0.4469916820526123,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,0.4446094036102295,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,0.4658553600311279,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,Confidential information has been redacted as requested.,Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,0.3237912654876709,True,15,0,0,0.0,0.0,False,0,0.0424,0.0
+System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,0.438239574432373,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,0.5215063095092773,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,0.4658448696136474,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,0.4472341537475586,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,Confidential maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,0.4367740154266357,True,17,0,0,0.0,0.0,False,0,0.0597,0.8889
+System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,0.4327955245971679,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,0.4362423419952392,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,0.4503877162933349,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,0.5075054168701172,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,0.4651243686676025,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,0.4576990604400635,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,0.4229159355163574,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,0.4622507095336914,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,"General PII:
+- Person names – [NAME]
+- Real-world public organizations – [ORG]
+- Countries – [COUNTRY]
+- Cities – [CITY]
+- Regions – [REGION]
+- Street addresses – [ADDRESS]
+- Email – [EMAIL]
+- Phone numbers – [PHONE]
+- Usernames – [USER]
+- Government/internal identifiers – [ID]
+- Financial identifiers – [FIN]
+- Dates of birth – [DOB]
+- IP addresses – [IP]
+- Device identifiers – [DEVICE]
+
+Internal organization-specific entities (use these placeholders for org-specific terms):
+- Internal location – [INTERNAL_LOCATION]
+- Internal",All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,2.2731645107269287,True,17,15,15,0.8824,0.8824,True,0,0.0169,0.0
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,0.4476966857910156,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,"Confidential report generated with internal location [INTERNAL_LOCATION].  
+Internal communication channel [INTERNAL_COMMUNICATION] confirmed stable.  
+Internal operation [INTERNAL_OPERATION] is proceeding as scheduled.  
+Internal access level [INTERNAL_ACCESS] remains restricted.  
+Internal credential [INTERNAL_CREDENTIAL] verified valid.  
+Internal document [INTERNAL_DOCUMENT] updated successfully.  
+Internal asset [INTERNAL_ASSET] accounted for.  
+Internal infrastructure [INTERNAL_INFRASTRUCTURE] functioning.  
+Internal network [INTERNAL_NETWORK] stable.  
+Internal incident [INTERNAL_INCIDENT] logged and",Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,2.27410626411438,True,16,10,10,0.625,0.625,True,0,0.0065,0.0339
+The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,0.450707197189331,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,0.4610257148742676,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,0.4458599090576172,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,0.4577465057373047,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,Confidential information has been redacted as requested.,Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,0.3212671279907226,True,17,0,0,0.0,0.0,False,0,0.0413,0.0
+The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,0.4452366828918457,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,0.5472424030303955,True,25,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,0.470660924911499,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,0.409128189086914,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,0.4531517028808594,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,0.422527551651001,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at [TIME_STAMP] and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,0.545893669128418,True,22,1,2,0.0909,0.0909,True,0,0.3556,0.8696
+System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,0.4610919952392578,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,0.4089837074279785,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,0.4446494579315185,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,0.4721946716308594,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,0.4223933219909668,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,0.4182488918304443,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,0.449277400970459,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,0.4356560707092285,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,0.4189174175262451,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,0.4291825294494629,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,0.4079904556274414,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,0.4787323474884033,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,0.4603085517883301,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,0.4805750846862793,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,0.4181339740753174,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,0.4698264598846435,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,0.4624726772308349,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,0.3585550785064697,True,13,0,0,0.0,0.0,False,1,1.0,1.0
+"System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.",0.5028424263000488,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,0.4515995979309082,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,Confirmation received. All systems are operational and functioning within expected parameters.,System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,0.3660740852355957,True,17,0,0,0.0,0.0,False,0,0.0254,0.037
+The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,0.4757006168365478,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,0.4145030975341797,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,0.4456913471221924,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,Confidential maintenance activity finalized. All systems confirmed stable and functioning within expected parameters.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,0.4038252830505371,True,18,0,0,0.0,0.0,False,0,0.0548,0.069
+The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,0.4431636333465576,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,0.4331591129302978,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,Confirmation: All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,0.4721155166625976,True,18,0,0,0.0,0.0,False,0,0.014,0.9474
+System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,0.4625899791717529,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,0.4359710216522217,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,0.5213825702667236,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,0.4342749118804931,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,0.460439920425415,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,Confirmation: System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,0.415642499923706,True,14,0,0,0.0,0.0,False,0,0.0687,0.9333
+System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,0.4470791816711426,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,0.3769800662994385,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,0.4163463115692138,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,0.4861733913421631,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,0.4322359561920166,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,0.4174971580505371,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,0.4606180191040039,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,0.479161262512207,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,0.5055820941925049,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,0.4426078796386719,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,Confirmation received. All systems are operational and within expected parameters.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,0.3520388603210449,True,18,0,0,0.0,0.0,False,0,0.0615,0.037
+System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,0.4606130123138428,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,0.4621083736419678,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed its nightly backup and all logs were archived without any errors or warnings detected.,The system completed its nightly backup and all logs were archived without any errors or warnings detected.,The system completed its nightly backup and all logs were archived without any errors or warnings detected.,0.4493145942687988,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,0.4224846363067627,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,0.386538028717041,True,15,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.01488095238095238,
+  "omr_raw": 0.01488095238095238,
+  "overmasking_rate": 0.0625,
+  "clean_exact_match_rate": 0.9375,
+  "avg_pred_placeholders": 0.25,
+  "total_pred_placeholders": 4,
+  "avg_masked_tokens": 0.3125,
+  "total_masked_tokens": 5,
+  "exact_copy_score": 0.9824101796407185,
+  "token_similarity": 0.985,
+  "avg_latency_s": 0.4182282090187073,
+  "total_time_s": 6.691651344299316
+}

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,17 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,0.3762891292572021,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,0.3920693397521972,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,0.3756961822509765,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,0.4318301677703857,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,0.3790884017944336,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.3911037445068359,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,0.399393081665039,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at [COUNTRY] [CITY] [REGION] [ADDRESS] as planned.,The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,0.631361722946167,True,21,4,5,0.2381,0.2381,True,0,0.7186,0.76
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.391338586807251,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,0.4055571556091308,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,0.4712405204772949,True,26,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.3893470764160156,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,0.4066379070281982,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,0.4324254989624023,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,0.4033913612365722,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.4148814678192138,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/50/clean_control_test_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 7,
+  "clean_fraction": 0.04666666666666667,
+  "omr": 0.0,
+  "omr_raw": 0.0,
+  "overmasking_rate": 0.0,
+  "clean_exact_match_rate": 1.0,
+  "avg_pred_placeholders": 0.0,
+  "total_pred_placeholders": 0,
+  "avg_masked_tokens": 0.0,
+  "total_masked_tokens": 0,
+  "exact_copy_score": 1.0,
+  "token_similarity": 1.0,
+  "avg_latency_s": 0.3889247349330357,
+  "total_time_s": 2.72247314453125
+}

Liquid1.2B/promptExperiments/EnglishEasy/Mixed/50/clean_control_test_results_with_metrics.csv

@@ -0,0 +1,8 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.,The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.,The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.,0.3778088092803955,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system audit was completed with no irregularities found. All processes are running within expected parameters and logs have been archived accordingly.,The weekly system audit was completed with no irregularities found. All processes are running within expected parameters and logs have been archived accordingly.,The weekly system audit was completed with no irregularities found. All processes are running within expected parameters and logs have been archived accordingly.,0.4470705986022949,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,0.3351802825927734,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,0.4035518169403076,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,0.4298732280731201,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,0.3506999015808105,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,0.3782885074615478,True,20,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top1/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 88,
+  "clean_fraction": 0.09777777777777778,
+  "omr": 0.3135978533069021,
+  "omr_raw": 0.3927606109139322,
+  "overmasking_rate": 0.42045454545454547,
+  "clean_exact_match_rate": 0.5795454545454546,
+  "avg_pred_placeholders": 6.943181818181818,
+  "total_pred_placeholders": 611,
+  "avg_masked_tokens": 6.9772727272727275,
+  "total_masked_tokens": 614,
+  "exact_copy_score": 0.6873507180514753,
+  "token_similarity": 0.7279705902114807,
+  "avg_latency_s": 1.4625132664276117,
+  "total_time_s": 128.70116744562984
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top1/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,803 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,0.8219496719539165,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,"The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [IN",The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,3.808836229145527,True,16,22,22,1.0,1.375,True,0,0.1254,0.2025
+System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,0.3923779763281345,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully without any errors or warnings logged during the process.,"The system update was completed successfully without any errors or warnings logged during the process.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERN",The system update was completed successfully without any errors or warnings logged during the process.,3.800935138016939,True,15,22,22,1.0,1.4667,True,0,0.1115,0.1923
+The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,"The weekly maintenance check was completed without issues and all systems are operational within expected parameters.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [IN",The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,3.862272683531046,True,16,22,22,1.0,1.375,True,0,0.1265,0.2025
+The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,0.3584131523966789,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,0.3441901840269565,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,0.3860706128180027,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,3.79502459987998,True,19,23,23,1.0,1.2105,True,0,0.0081,0.0
+Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,3.899896584451199,True,15,23,23,1.0,1.5333,True,0,0.0081,0.0
+System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,0.3478138521313667,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,0.5183353275060654,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,0.4686204679310322,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,0.3949635624885559,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the [INTERNAL_SCHEDULE].,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,0.4573234692215919,True,17,1,1,0.0588,0.0588,True,0,0.8592,0.8889
+System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,0.4307025857269764,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,"The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset →",The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,3.86669734492898,True,18,22,22,1.0,1.2222,True,0,0.1401,0.225
+System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no [INTERNAL_INCIDENT] triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,0.4813370741903782,True,19,1,1,0.0526,0.0526,True,0,0.6474,0.9
+System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the [INTERNAL_NETWORK] remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,0.5511342324316502,True,22,1,1,0.0455,0.0455,True,0,0.6541,0.9091
+The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,The system completed the [INTERNAL_LOCATION] backup with no errors detected and all services reported operational status within normal parameters.,The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,0.4682471714913845,True,19,1,1,0.0526,0.0526,True,0,0.1986,0.9
+The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,"The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal",The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,3.887304700911045,True,19,22,22,1.0,1.1579,True,0,0.1402,0.2278
+The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,0.3351032435894012,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,0.3734206855297088,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,0.4247087650001049,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,"The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,3.896577775478363,True,19,22,22,1.0,1.1579,True,0,0.1413,0.2346
+Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,3.940276950597763,True,16,23,23,1.0,1.4375,True,0,0.0081,0.0
+The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,3.848671890795231,True,19,23,23,1.0,1.2105,True,0,0.0081,0.0
+The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,"The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal",The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,3.864999480545521,True,18,22,22,1.0,1.2222,True,0,0.1485,0.2278
+The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,"The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,3.84351409226656,True,18,22,22,1.0,1.2222,True,0,0.1468,0.225
+The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,0.4666803553700447,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,0.4160692021250725,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,0.450600154697895,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,3.952191278338432,True,25,23,23,0.92,0.92,True,0,0.0092,0.0
+The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,0.4221674092113971,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,3.8828091621398926,True,16,23,23,1.0,1.4375,True,0,0.0058,0.0
+System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,0.39239052683115,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,"The weekly maintenance review was completed with all systems operational and no issues reported during the [CITY].  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,3.883884903043509,True,17,23,23,1.0,1.3529,True,0,0.1167,0.2
+The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,0.528250765055418,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,0.3651992492377758,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,0.3986188806593418,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,0.4494055621325969,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,0.3916351720690727,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,"The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [",The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,3.8155873231589794,True,17,22,22,1.0,1.2941,True,0,0.1352,0.2125
+The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,0.3348985277116298,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,0.3534584604203701,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,0.3488216735422611,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,0.3172637782990932,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,"The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset →",The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,3.746068097651005,True,18,22,22,1.0,1.2222,True,0,0.1429,0.225
+The weekly system update was completed successfully with all processes running smoothly and no errors detected.,"The weekly system update was completed successfully with all processes running smoothly and no errors detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [IN",The weekly system update was completed successfully with all processes running smoothly and no errors detected.,3.763887569308281,True,16,22,22,1.0,1.375,True,0,0.1208,0.2025
+The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,3.753193680197001,True,21,23,23,1.0,1.0952,True,0,0.0035,0.0118
+System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no [INTERNAL_INCIDENT] triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,0.5763198770582676,True,20,1,1,0.05,0.05,True,0,0.6646,0.9048
+The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,"The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,3.772643066942692,True,20,22,22,1.0,1.1,True,0,0.1619,0.2469
+The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,0.3215705640614033,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,"System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,3.749502964317799,True,20,22,22,1.0,1.1,True,0,0.1565,0.2469
+The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,0.4541306011378765,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,0.2565563209354877,True,13,0,0,0.0,0.0,False,1,1.0,1.0
+"System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no [INTERNAL_INCIDENT] were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.",0.5835942216217518,True,22,1,1,0.0455,0.0455,True,0,0.8066,0.9091
+The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,0.3615814223885536,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,0.3241351023316383,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,0.4753313288092613,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,0.4165824614465236,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,0.3505676053464412,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,0.4181954897940159,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,"The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,3.761604446917772,True,18,22,22,1.0,1.2222,True,0,0.1459,0.225
+The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all [COMPONENT_TYPE].,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,0.3811223693192005,True,17,1,2,0.1176,0.1176,True,0,0.832,0.8333
+All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,0.329200379550457,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,0.3704854249954223,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the [COUNTRY].,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,0.4016305804252624,True,18,1,1,0.0556,0.0556,True,0,0.9265,0.8947
+The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,0.521852008998394,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no [INTERNAL_INCIDENT] triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,0.5428493097424507,True,18,1,1,0.0556,0.0556,True,0,0.6346,0.8947
+The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,"The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.
+
+Redacted Text:
+The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.
+
+Internal labels applied:
+- General PII: [NAME]
+- Real-world public organizations: [ORG]
+- Countries: [COUNTRY]
+- Cities: [CITY]
+- Regions: [REGION]
+- Street addresses: [ADDRESS]
+- Email: [EMAIL]
+- Phone numbers: [PHONE]
+- Usernames: [USER]
+- Government/internal identifiers: [ID]
+- Financial identifiers: [FIN]
+- Dates of birth: [DOB]
+- IP addresses: [IP]
+- Device identifiers: [DEVICE]
+- Internal location: [INTERNAL_LOCATION]
+- Internal entry point: [INTERNAL_ENTRY_POINT]
+- Internal operation: [INTERNAL_OPERATION]
+- Internal communication: [INTERNAL_COMMUNICATION]
+- Internal team: [INTERNAL_TEAM]
+- Internal access level: [INTERNAL_ACCESS]
+- Internal credential: [IN",The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,3.852002814412117,True,20,20,20,1.0,1.0,True,0,0.1494,0.2564
+System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,0.2746405266225338,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,0.4413151182234287,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all modules passed the integrity check successfully.,"The system update completed without errors and all modules passed the integrity check successfully.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL",The system update completed without errors and all modules passed the integrity check successfully.,3.8839746490120888,True,14,22,22,1.0,1.5714,True,0,0.1084,0.1818
+System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,0.3217038214206695,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,0.4113817922770977,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,0.4183410443365574,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,0.3217845112085342,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,0.4598696604371071,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no [INTERNAL_INCIDENT] detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,0.4741435460746288,True,21,1,3,0.1429,0.1429,True,0,0.6242,0.8182
+The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,0.4445214867591858,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,0.3553894832730293,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,0.4290391989052295,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,3.828864332288504,True,19,23,23,1.0,1.2105,True,0,0.0069,0.0
+The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,"The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal",The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,3.737045019865036,True,20,22,22,1.0,1.1,True,0,0.1459,0.2469
+The system completed its nightly backup and all logs were archived without any errors or warnings detected.,"The system completed its nightly backup and all logs were archived without any errors or warnings detected.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The system completed its nightly backup and all logs were archived without any errors or warnings detected.,3.757912550121546,True,17,22,22,1.0,1.2941,True,0,0.1176,0.2152
+The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,0.3230770267546177,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,0.2939040809869766,True,15,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top1/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.43028846153846156,
+  "omr_raw": 0.5228615134865134,
+  "overmasking_rate": 0.4375,
+  "clean_exact_match_rate": 0.5625,
+  "avg_pred_placeholders": 9.9375,
+  "total_pred_placeholders": 159,
+  "avg_masked_tokens": 11.125,
+  "total_masked_tokens": 178,
+  "exact_copy_score": 0.5842611178769029,
+  "token_similarity": 0.5927758487654321,
+  "avg_latency_s": 8.456154437502846,
+  "total_time_s": 135.29847100004554
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top1/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,199 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,0.6082909069955349,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,"System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]",System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,16.807585027068853,True,20,22,41,1.0,2.05,True,0,0.1638,0.2375
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,3.3059805631637573,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,6.195619512349367,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,11.198640055954456,True,20,22,22,1.0,1.1,True,0,0.1556,0.2469
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.5528786070644855,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,0.7872315272688866,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,21.24215392768383,True,21,23,23,1.0,1.0952,True,0,0.0035,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.5533318407833576,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,10.898852158337831,True,21,23,23,1.0,1.0952,True,0,0.0046,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,12.839006539434196,True,26,23,23,0.8846,0.8846,True,0,0.0046,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,1.3792382515966892,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,4.595377817749977,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,21.763084653764963,True,21,23,23,1.0,1.0952,True,0,0.0092,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,21.98801016062498,True,22,23,23,1.0,1.0455,True,0,0.0069,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.5831894502043724,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/1000/hfMetrics/clean_control_test_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 291,
+  "clean_fraction": 0.097,
+  "omr": 0.26059883836995135,
+  "omr_raw": 0.3335615257221412,
+  "overmasking_rate": 0.30584192439862545,
+  "clean_exact_match_rate": 0.6838487972508591,
+  "avg_pred_placeholders": 5.625429553264605,
+  "total_pred_placeholders": 1637,
+  "avg_masked_tokens": 6.048109965635739,
+  "total_masked_tokens": 1760,
+  "exact_copy_score": 0.7350226853640863,
+  "token_similarity": 0.7781891854265076,
+  "avg_latency_s": 1.1513602520079957,
+  "total_time_s": 335.04583333432674
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/350/hfMetrics/clean_control_test_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 77,
+  "clean_fraction": 0.08555555555555555,
+  "omr": 0.14735348684928515,
+  "omr_raw": 0.17748499718866811,
+  "overmasking_rate": 0.2077922077922078,
+  "clean_exact_match_rate": 0.7922077922077922,
+  "avg_pred_placeholders": 3.220779220779221,
+  "total_pred_placeholders": 248,
+  "avg_masked_tokens": 3.2337662337662336,
+  "total_masked_tokens": 249,
+  "exact_copy_score": 0.8562639064640324,
+  "token_similarity": 0.8675987312350949,
+  "avg_latency_s": 0.797283722716686,
+  "total_time_s": 61.39084664918482
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/350/hfMetrics/clean_control_test_results_with_metrics.csv

@@ -0,0 +1,363 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System maintenance was performed on all active modules with no errors detected and all diagnostics returned normal results during the scheduled check.,System maintenance was performed on all active modules with no errors detected and all diagnostics returned normal results during the scheduled check.,System maintenance was performed on all active modules with no errors detected and all diagnostics returned normal results during the scheduled check.,0.3719755094498396,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system backup completed successfully with no errors reported and all logs archived according to protocol.,The weekly system backup completed successfully with no errors reported and all logs archived according to [INTERNAL_PROCEDURE].,The weekly system backup completed successfully with no errors reported and all logs archived according to protocol.,0.4247765224426985,True,17,1,1,0.0588,0.0588,True,0,0.8359,0.8889
+System diagnostics completed successfully with all modules reporting optimal performance and no irregularities detected during the scheduled maintenance window.,"System diagnostics completed successfully with all modules reporting optimal performance and no irregularities detected during the scheduled maintenance window.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal",System diagnostics completed successfully with all modules reporting optimal performance and no irregularities detected during the scheduled maintenance window.,3.4956504721194506,True,19,22,22,1.0,1.1579,True,0,0.1674,0.2375
+System update completed successfully with no errors detected and all logs archived for audit purposes.,System update completed successfully with no errors detected and all logs archived for [INTERNAL_DOCUMENT].,System update completed successfully with no errors detected and all logs archived for audit purposes.,0.3861709889024496,True,15,1,2,0.1333,0.1333,True,0,0.8131,0.8125
+All systems were fully operational with routine maintenance completed and no incidents reported during the standard monitoring period.,All systems were fully operational with routine maintenance completed and no incidents reported during the standard monitoring period.,All systems were fully operational with routine maintenance completed and no incidents reported during the standard monitoring period.,0.3200520053505897,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected and all modules operating within normal parameters.,System diagnostics completed successfully with no errors detected and all modules operating within normal parameters.,System diagnostics completed successfully with no errors detected and all modules operating within normal parameters.,0.2791578955948353,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected and all processes running within expected parameters.,System diagnostics completed with no errors detected and all processes running within expected parameters.,System diagnostics completed with no errors detected and all processes running within expected parameters.,0.2848755475133657,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the monthly server update and verified all systems are running smoothly with no errors detected.,The maintenance team completed the monthly server update and verified all systems are running smoothly with no errors detected.,The maintenance team completed the monthly server update and verified all systems are running smoothly with no errors detected.,0.3369956668466329,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly status report was compiled and distributed without any detected anomalies or incidents during the shift.,The weekly status report was compiled and distributed without any detected anomalies or incidents during the shift.,The weekly status report was compiled and distributed without any detected anomalies or incidents during the shift.,0.3079218454658985,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all hardware components passing performance checks and no errors detected during the routine maintenance cycle.,System diagnostics completed with all hardware components passing performance checks and no errors detected during the routine maintenance cycle.,System diagnostics completed with all hardware components passing performance checks and no errors detected during the routine maintenance cycle.,0.3350287359207868,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full diagnostic check with no errors detected and all modules functioning within normal parameters.,The system performed a full diagnostic check with no errors detected and all modules functioning within normal parameters.,The system performed a full diagnostic check with no errors detected and all modules functioning within normal parameters.,0.3209914304316044,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the system update and verified all services are running smoothly without errors.,The maintenance team completed the system update and verified all services are running smoothly without errors.,The maintenance team completed the system update and verified all services are running smoothly without errors.,0.2953643556684255,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed on schedule with all diagnostics reporting normal performance and no alerts triggered during the operation.,System maintenance was completed on schedule with all diagnostics reporting normal performance and no alerts triggered during the operation.,System maintenance was completed on schedule with all diagnostics reporting normal performance and no alerts triggered during the operation.,0.3322154972702265,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all hardware components are functioning within normal parameters and no anomalies were detected during the review.,The quarterly system audit confirmed all hardware components are functioning within normal parameters and no anomalies were detected during the review.,The quarterly system audit confirmed all hardware components are functioning within normal parameters and no anomalies were detected during the review.,0.3705254234373569,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system update was completed successfully with all modules functioning within normal parameters and no issues reported.,"The quarterly system update was completed successfully with all modules functioning within normal parameters and no issues reported.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset",The quarterly system update was completed successfully with all modules functioning within normal parameters and no issues reported.,3.5060818921774626,True,18,22,22,1.0,1.2222,True,0,0.1412,0.225
+The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,0.3484154380857944,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review was conducted with all systems operating within expected parameters and no incidents reported during the shift.,The quarterly maintenance review was conducted with all systems operating within expected parameters and no incidents reported during the shift.,The quarterly maintenance review was conducted with all systems operating within expected parameters and no incidents reported during the shift.,0.3655705507844686,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all components operating within normal parameters and no alerts generated during the last cycle.,System diagnostics completed successfully with all components operating within normal parameters and no alerts generated during the last cycle.,System diagnostics completed successfully with all components operating within normal parameters and no alerts generated during the last cycle.,0.3812025878578424,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The routine maintenance completed successfully with all systems operating within normal parameters and no issues detected.,The routine maintenance completed successfully with all systems operating within normal parameters and no issues detected.,The routine maintenance completed successfully with all systems operating within normal parameters and no issues detected.,0.3300523031502962,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all protocols are up to date with no discrepancies or alerts detected during the review.,The quarterly system audit confirmed all protocols are up to date with no discrepancies or alerts detected during the review.,The quarterly system audit confirmed all protocols are up to date with no discrepancies or alerts detected during the review.,0.373609859496355,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the routine backup successfully and verified all data integrity checks passed without any errors or warnings.,The system completed the routine backup successfully and verified all data integrity checks passed without any errors or warnings.,The system completed the routine backup successfully and verified all data integrity checks passed without any errors or warnings.,0.3327740114182234,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed successfully with all systems functioning within normal parameters and no alerts triggered during the process.,The weekly maintenance review was completed successfully with all systems functioning within normal parameters and no [ALERT_STATUS] triggered during the process.,The weekly maintenance review was completed successfully with all systems functioning within normal parameters and no alerts triggered during the process.,0.4130836836993694,True,21,1,1,0.0476,0.0476,True,0,0.7284,0.9091
+System health check completed with all components functioning normally and no alerts generated during the routine maintenance cycle.,System health check completed with all components functioning normally and no alerts generated during the routine maintenance cycle.,System health check completed with all components functioning normally and no alerts generated during the routine maintenance cycle.,0.3387698605656624,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all parameters within normal ranges and no irregularities detected in the network performance.,System diagnostics completed successfully with all parameters within normal ranges and no irregularities detected in the network performance.,System diagnostics completed successfully with all parameters within normal ranges and no irregularities detected in the network performance.,0.3371236752718687,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the scheduled system diagnostics and confirmed all components are operating within expected parameters with no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The maintenance crew completed the scheduled system diagnostics and confirmed all components are operating within expected parameters with no anomalies detected.,3.5219828318804502,True,21,23,23,1.0,1.0952,True,0,0.0138,0.0
+The audit team completed a full review of the system logs and confirmed all procedures were followed according to the latest operational standards without any discrepancies.,The audit team completed a full review of the system logs and confirmed all procedures were followed according to the latest operational standards without any discrepancies.,The audit team completed a full review of the system logs and confirmed all procedures were followed according to the latest operational standards without any discrepancies.,0.4404319990426302,True,26,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the system diagnostics and confirmed all components are operating within expected parameters with no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The maintenance team completed the system diagnostics and confirmed all components are operating within expected parameters with no anomalies detected.,3.5227355025708675,True,20,23,23,1.0,1.15,True,0,0.0035,0.0119
+The system maintenance was completed successfully with all diagnostics showing nominal performance and no alerts triggered during the check.,The system maintenance was completed successfully with all diagnostics showing nominal performance and no alerts triggered during the check.,The system maintenance was completed successfully with all diagnostics showing nominal performance and no alerts triggered during the check.,0.3333356268703937,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems verified and no anomalies detected in the network infrastructure.,The quarterly audit was completed successfully with all systems verified and no anomalies detected in the network infrastructure.,The quarterly audit was completed successfully with all systems verified and no anomalies detected in the network infrastructure.,0.3368742223829031,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed without errors and all diagnostics returned normal results confirming operational readiness.,System maintenance completed without errors and all diagnostics returned normal results confirming operational readiness.,System maintenance completed without errors and all diagnostics returned normal results confirming operational readiness.,0.2545095290988683,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance with no errors detected and all components verified as operational according to the latest performance metrics.,The system completed the scheduled maintenance with no errors detected and all components verified as operational according to the latest performance metrics.,The system completed the scheduled maintenance with no errors detected and all components verified as operational according to the latest performance metrics.,0.373528141528368,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected and all modules functioning within expected parameters.,System diagnostics completed with no errors detected and all modules functioning within expected parameters.,System diagnostics completed with no errors detected and all modules functioning within expected parameters.,0.2545757889747619,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance completed successfully with all systems showing optimal performance and no errors reported during the audit.,The server maintenance completed successfully with all systems showing optimal performance and no errors reported during the audit.,The server maintenance completed successfully with all systems showing optimal performance and no errors reported during the audit.,0.3182057105004787,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all components operating within normal parameters and no alerts triggered during the scheduled maintenance.,System diagnostics completed with all components operating within normal parameters and no alerts triggered during the scheduled maintenance.,System diagnostics completed with all components operating within normal parameters and no alerts triggered during the scheduled maintenance.,0.3228230644017458,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed successfully with all systems functioning within normal parameters and no personal data involved.,The quarterly maintenance was completed successfully with all systems functioning within normal parameters and no personal data involved.,The quarterly maintenance was completed successfully with all systems functioning within normal parameters and no personal data involved.,0.3220601119101047,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the monthly hardware inspection and verified all systems are operational with no faults detected.,The maintenance team completed the monthly hardware inspection and verified all systems are operational with no faults detected.,The maintenance team completed the monthly hardware inspection and verified all systems are operational with no faults detected.,0.3215075097978115,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed successfully with all systems operating within normal parameters and no irregularities found during the inspection.,The monthly audit was completed successfully with all systems operating within normal parameters and no irregularities found during the inspection.,The monthly audit was completed successfully with all systems operating within normal parameters and no irregularities found during the inspection.,0.3614414930343628,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the routine inspection with all systems functioning within normal parameters and no anomalies detected.,The maintenance team completed the routine inspection with all systems functioning within normal parameters and no anomalies detected.,The maintenance team completed the routine inspection with all systems functioning within normal parameters and no anomalies detected.,0.3180521447211504,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance completed successfully with no errors detected and all systems returned to normal operation within the expected timeframe.,The server maintenance completed successfully with no errors detected and all systems returned to normal operation within the expected timeframe.,The server maintenance completed successfully with no errors detected and all systems returned to normal operation within the expected timeframe.,0.3635538034141063,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the weekly hardware inspection and verified all systems are operational with no faults detected.,The maintenance team completed the weekly hardware inspection and verified all systems are operational with no faults detected.,The maintenance team completed the weekly hardware inspection and verified all systems are operational with no faults detected.,0.3220429345965385,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the scheduled inspection with no faults detected and all systems remain fully operational.,The maintenance crew completed the scheduled inspection with no faults detected and all systems remain fully operational.,The maintenance crew completed the scheduled inspection with no faults detected and all systems remain fully operational.,0.3359302040189504,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems verified operational and no alerts or anomalies detected during the process.,The weekly maintenance review was completed with all systems verified operational and no alerts or anomalies detected during the process.,The weekly maintenance review was completed with all systems verified operational and no alerts or anomalies detected during the process.,0.3413644004613161,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran smoothly with no errors detected and all performance metrics within expected parameters for this maintenance cycle.,System diagnostics ran smoothly with no errors detected and all performance metrics within expected parameters for this maintenance cycle.,System diagnostics ran smoothly with no errors detected and all performance metrics within expected parameters for this maintenance cycle.,0.3235969319939613,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was performed successfully with all systems operating within expected parameters. No errors or alerts were detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The weekly maintenance check was performed successfully with all systems operating within expected parameters. No errors or alerts were detected during the process.,3.5352535266429186,True,23,23,23,1.0,1.0,True,0,0.0127,0.0
+The system maintenance was completed successfully with all modules operating within normal parameters and no errors detected during the diagnostics.,The system maintenance was completed successfully with all modules operating within normal parameters and no errors detected during the diagnostics.,The system maintenance was completed successfully with all modules operating within normal parameters and no errors detected during the diagnostics.,0.3487362992018461,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected and all modules operating within normal parameters during the routine maintenance check.,System diagnostics completed successfully with no errors detected and all modules operating within normal parameters during the routine maintenance check.,System diagnostics completed successfully with no errors detected and all modules operating within normal parameters during the routine maintenance check.,0.4181608390063047,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed a full backup and verified all files were saved successfully without any errors or interruptions.,The system completed a full backup and verified all files were saved successfully without any errors or interruptions.,The system completed a full backup and verified all files were saved successfully without any errors or interruptions.,0.3295831177383661,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a routine diagnostic check and confirmed all components are functioning within normal parameters without any alerts.,The system performed a routine diagnostic check and confirmed all components are functioning within normal parameters without any alerts.,The system performed a routine diagnostic check and confirmed all components are functioning within normal parameters without any alerts.,0.3231433890759945,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system diagnostics completed successfully with no errors detected and all performance metrics within expected thresholds.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The weekly system diagnostics completed successfully with no errors detected and all performance metrics within expected thresholds.,3.508322466164828,True,17,23,23,1.0,1.3529,True,0,0.0115,0.0
+System update completed successfully with all modules reporting normal operational status and no errors detected.,System update completed successfully with all modules reporting normal operational status and no errors detected.,System update completed successfully with all modules reporting normal operational status and no errors detected.,0.3152488749474287,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a routine maintenance check and confirmed all modules were functioning within normal parameters without any alerts.,The system performed a routine maintenance check and confirmed all modules were functioning within normal parameters without any alerts.,The system performed a routine maintenance check and confirmed all modules were functioning within normal parameters without any alerts.,0.3251044396311044,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance completed successfully with all modules updated and verified for operational readiness.,The system maintenance completed successfully with all modules updated and verified for operational readiness.,The system maintenance completed successfully with all modules updated and verified for operational readiness.,0.2695360314100981,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a routine check on all modules and reported no anomalies or errors during the maintenance window.,The system performed a routine check on all modules and reported no anomalies or errors during the maintenance window.,The system performed a routine check on all modules and reported no anomalies or errors during the maintenance window.,0.3239753674715757,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed with no discrepancies found and all logs verified for accuracy.,The monthly audit was completed with no discrepancies found and all logs verified for accuracy.,The monthly audit was completed with no discrepancies found and all logs verified for accuracy.,0.3702347613871097,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.,"The system update completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset →",The system update completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.,3.5100930593907838,True,18,22,22,1.0,1.2222,True,0,0.1438,0.225
+System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected during the process.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected during the process.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected during the process.,0.2975944932550192,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit confirmed all operational protocols were followed with no deviations or irregularities detected in the system logs.,The quarterly audit confirmed all operational protocols were followed with no deviations or irregularities detected in the system logs.,The quarterly audit confirmed all operational protocols were followed with no deviations or irregularities detected in the system logs.,0.3601155374199152,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics confirming optimal performance and no detected errors.,System maintenance completed successfully with all diagnostics confirming optimal performance and no detected errors.,System maintenance completed successfully with all diagnostics confirming optimal performance and no detected errors.,0.2653051484376192,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system maintenance was completed successfully with all modules operating within expected parameters. No errors or alerts were reported during the process.,The weekly system maintenance was completed successfully with all modules operating within expected parameters. No errors or alerts were reported during the process.,The weekly system maintenance was completed successfully with all modules operating within expected parameters. No errors or alerts were reported during the process.,0.4004412610083818,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems functioning within expected parameters and no anomalies detected during the process.,"The weekly maintenance review was completed with all systems functioning within expected parameters and no anomalies detected during the process.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal",The weekly maintenance review was completed with all systems functioning within expected parameters and no anomalies detected during the process.,3.495932040736079,True,20,22,22,1.0,1.1,True,0,0.1541,0.2469
+The weekly system audit concluded with no discrepancies found and all protocols followed as per standard procedure.,The weekly system audit concluded with no discrepancies found and all protocols followed as per standard procedure.,The weekly system audit concluded with no discrepancies found and all protocols followed as per standard procedure.,0.3174714799970388,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed successfully with all systems operating within normal parameters and no issues detected during the inspection.,The weekly maintenance check was completed successfully with all systems operating within normal parameters and no issues detected during the inspection.,The weekly maintenance check was completed successfully with all systems operating within normal parameters and no issues detected during the inspection.,0.3620167765766382,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected and all subsystems reporting optimal performance throughout the shift.,System diagnostics completed successfully with no errors detected and all subsystems reporting optimal performance throughout the [INTERNAL_SCHEDULE].,System diagnostics completed successfully with no errors detected and all subsystems reporting optimal performance throughout the shift.,0.4157784096896648,True,17,1,1,0.0588,0.0588,True,0,0.8667,0.8889
+The scheduled maintenance completed without any errors and all systems are operating within normal parameters.,"The scheduled maintenance completed without any errors and all systems are operating within normal parameters.
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCTURE]
+- Internal network → [INTERNAL_NETWORK]
+- Internal incident → [INTERNAL_INCIDENT]
+- Internal surveillance → [INTERNAL_SURVEILLANCE]
+- Internal procedure → [INTERNAL_PROCEDURE]
+- Internal role → [INTERNAL_ROLE]
+- Internal schedule → [INTERNAL_SCHEDULE]
+- Internal code → [INTERNAL_CODE]
+- Internal status → [INTERNAL_STATUS]
+- Internal command → [",The scheduled maintenance completed without any errors and all systems are operating within normal parameters.,3.55894629098475,True,15,18,18,1.0,1.2,True,0,0.1169,0.25
+The maintenance team completed the routine system check and verified all components are functioning within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The maintenance team completed the routine system check and verified all components are functioning within expected parameters.,3.563997296616435,True,17,23,23,1.0,1.3529,True,0,0.0035,0.0123
+The system completed the scheduled backup without errors and all logs were archived successfully.,The system completed the scheduled backup without errors and all logs were archived successfully.,The system completed the scheduled backup without errors and all logs were archived successfully.,0.3434334676712751,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,"The system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERN",The system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,3.529470397159457,True,15,22,22,1.0,1.4667,True,0,0.1259,0.1923
+"System diagnostics were completed without any errors, confirming that all components are functioning within expected parameters and no alerts were triggered.","System diagnostics were completed without any errors, confirming that all components are functioning within expected parameters and no [INTERNAL_INCIDENT] were triggered.","System diagnostics were completed without any errors, confirming that all components are functioning within expected parameters and no alerts were triggered.",0.4854735750705004,True,21,1,1,0.0476,0.0476,True,0,0.7941,0.9048
+The recent system update was deployed successfully with all modules performing within expected parameters and no errors detected.,The recent system update was deployed successfully with all modules performing within expected parameters and no errors detected.,The recent system update was deployed successfully with all modules performing within expected parameters and no errors detected.,0.3165348991751671,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed a full system diagnostic with no errors detected and confirmed all modules are operational and ready for deployment.,The maintenance team completed a full system diagnostic with no errors detected and confirmed all modules are operational and ready for deployment.,The maintenance team completed a full system diagnostic with no errors detected and confirmed all modules are operational and ready for deployment.,0.3750773482024669,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+Routine system checks were completed successfully with all components verified operational and no anomalies detected during the maintenance window.,Routine system checks were completed successfully with all components verified operational and no anomalies detected during the maintenance window.,Routine system checks were completed successfully with all components verified operational and no anomalies detected during the maintenance window.,0.4317557029426098,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The server completed the scheduled maintenance cycle successfully with all diagnostics confirming optimal system performance and no detected errors.,The server completed the scheduled maintenance cycle successfully with all diagnostics confirming optimal system performance and no detected errors.,The server completed the scheduled maintenance cycle successfully with all diagnostics confirming optimal system performance and no detected errors.,0.327109245583415,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all components operating within normal parameters and no errors reported.,System diagnostics completed successfully with all components operating within normal parameters and no errors reported.,System diagnostics completed successfully with all components operating within normal parameters and no errors reported.,0.305249510332942,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed a full backup and all logs were archived successfully without any errors or warnings.,The system completed a full backup and all logs were archived successfully without any errors or warnings.,The system completed a full backup and all logs were archived successfully without any errors or warnings.,0.3607834242284298,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all modules updated and no errors detected during the scheduled window.,The system maintenance was completed successfully with all modules updated and no errors detected during the scheduled window.,The system maintenance was completed successfully with all modules updated and no errors detected during the scheduled window.,0.3181959874927997,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a routine diagnostic check confirming all components are operational and no errors were detected during the scheduled maintenance.,The system performed a routine diagnostic check confirming all components are operational and no errors were detected during the scheduled maintenance.,The system performed a routine diagnostic check confirming all components are operational and no errors were detected during the scheduled maintenance.,0.3642705306410789,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.,The system maintenance was completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.,The system maintenance was completed successfully with all diagnostics confirming optimal performance and no errors detected during the process.,0.341563943773508,True,19,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.43028846153846156,
+  "omr_raw": 0.5228615134865134,
+  "overmasking_rate": 0.4375,
+  "clean_exact_match_rate": 0.5625,
+  "avg_pred_placeholders": 9.9375,
+  "total_pred_placeholders": 159,
+  "avg_masked_tokens": 11.125,
+  "total_masked_tokens": 178,
+  "exact_copy_score": 0.5842611178769029,
+  "token_similarity": 0.5927758487654321,
+  "avg_latency_s": 8.947006545262411,
+  "total_time_s": 143.15210472419858
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,199 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,2.9997176229953766,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,"System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]",System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,15.661710802465675,True,20,22,41,1.0,2.05,True,0,0.1638,0.2375
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,5.901516672223806,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,0.6173657663166523,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,22.46988232433796,True,20,22,22,1.0,1.1,True,0,0.1556,0.2469
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.5401990748941898,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,0.668630339205265,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,18.800545677542686,True,21,23,23,1.0,1.0952,True,0,0.0035,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.5475526377558708,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,22.060451664030552,True,21,23,23,1.0,1.0952,True,0,0.0046,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,10.696919400244951,True,26,23,23,0.8846,0.8846,True,0,0.0046,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.530986350029707,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,3.494388520717621,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,24.87053536996245,True,21,23,23,1.0,1.0952,True,0,0.0092,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,12.702734109014273,True,22,23,23,1.0,1.0455,True,0,0.0069,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.5889683924615383,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/50/hfMetrics/clean_control_test_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 7,
+  "clean_fraction": 0.04666666666666667,
+  "omr": 0.2857142857142857,
+  "omr_raw": 0.3082706766917293,
+  "overmasking_rate": 0.2857142857142857,
+  "clean_exact_match_rate": 0.7142857142857143,
+  "avg_pred_placeholders": 6.428571428571429,
+  "total_pred_placeholders": 45,
+  "avg_masked_tokens": 6.428571428571429,
+  "total_masked_tokens": 45,
+  "exact_copy_score": 0.7347932376738847,
+  "token_similarity": 0.7468354430379746,
+  "avg_latency_s": 1.26269022960748,
+  "total_time_s": 8.83883160725236
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_3word_Top3/50/hfMetrics/clean_control_test_results_with_metrics.csv

@@ -0,0 +1,61 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.,"The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The system maintenance was completed without errors. All scheduled tasks were executed on time and logs were archived properly.,3.518403120338917,True,19,22,22,1.0,1.1579,True,0,0.1389,0.2278
+The weekly system audit was completed with no irregularities found. All processes are running within expected parameters and logs have been archived accordingly.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The weekly system audit was completed with no irregularities found. All processes are running within expected parameters and logs have been archived accordingly.,3.5304985269904137,True,23,23,23,1.0,1.0,True,0,0.0046,0.0
+System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,System diagnostics completed successfully with no errors detected. All modules functioned normally throughout the evaluation period.,0.3131080996245146,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,System health checks completed successfully with all modules operating within normal parameters. No alerts or warnings were generated during the monitoring period.,0.3891509938985109,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,System health checks completed successfully with no detected anomalies. All modules are operating within expected parameters and no errors were logged during the scan.,0.4159201551228761,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,System maintenance was completed without any errors. All processes ran smoothly and the logs were archived successfully.,0.3240188993513584,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,System diagnostics completed with all modules functioning within normal parameters. No alerts or warnings were triggered throughout the evaluation period.,0.3477318119257688,True,20,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_6word_Top1/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.4899475524475525,
+  "omr_raw": 0.5825206043956044,
+  "overmasking_rate": 0.5,
+  "clean_exact_match_rate": 0.5,
+  "avg_pred_placeholders": 11.25,
+  "total_pred_placeholders": 180,
+  "avg_masked_tokens": 12.4375,
+  "total_masked_tokens": 199,
+  "exact_copy_score": 0.5325733541638229,
+  "token_similarity": 0.5462819463264077,
+  "avg_latency_s": 11.758009939221665,
+  "total_time_s": 188.12815902754664
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_6word_Top1/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,225 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,2.1960834860801697,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,"System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]",System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,21.104497622698545,True,20,22,41,1.0,2.05,True,0,0.1638,0.2375
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,3.70961194485426,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,0.610204953700304,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,24.40167229250073,True,20,22,22,1.0,1.1,True,0,0.1556,0.2469
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.550542876124382,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,2.8945609889924526,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,23.92194377630949,True,21,23,23,1.0,1.0952,True,0,0.0035,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.6335109882056713,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,18.10791214182973,True,21,23,23,1.0,1.0952,True,0,0.0046,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,17.542332615703344,True,26,23,23,0.8846,0.8846,True,0,0.0046,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.6313969232141972,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,"System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT",System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,24.64178477600217,True,22,21,21,0.9545,0.9545,True,0,0.173,0.2561
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,18.954872377216816,True,21,23,23,1.0,1.0952,True,0,0.0092,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,23.317284800112247,True,22,23,23,1.0,1.0455,True,0,0.0069,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,4.909946464002132,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/RAG_6word_Top3/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.4899475524475525,
+  "omr_raw": 0.5825206043956044,
+  "overmasking_rate": 0.5,
+  "clean_exact_match_rate": 0.5,
+  "avg_pred_placeholders": 11.25,
+  "total_pred_placeholders": 180,
+  "avg_masked_tokens": 12.4375,
+  "total_masked_tokens": 199,
+  "exact_copy_score": 0.5325733541638229,
+  "token_similarity": 0.5462819463264077,
+  "avg_latency_s": 11.698772660922259,
+  "total_time_s": 187.18036257475615
+}

Liquid1.2B/promptExperiments/EnglishEasy/RAG_6word_Top3/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,225 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,0.6162637323141098,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,"System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.  
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]",System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,17.13235328346491,True,20,22,41,1.0,2.05,True,0,0.1638,0.2375
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,3.3082098215818405,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,3.903794221580029,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+-",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,23.546720691025257,True,20,22,22,1.0,1.1,True,0,0.1556,0.2469
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.5584253333508968,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,5.795614786446095,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,23.32195134088397,True,21,23,23,1.0,1.0952,True,0,0.0035,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,4.295488268136978,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,19.107348393648863,True,21,23,23,1.0,1.0952,True,0,0.0046,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,20.50345394015312,True,26,23,23,0.8846,0.8846,True,0,0.0046,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.625536784529686,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,"System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT",System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,27.40014071017504,True,22,21,21,0.9545,0.9545,True,0,0.173,0.2561
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,16.40773044154048,True,21,23,23,1.0,1.0952,True,0,0.0092,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENTRY_POINT]
+- Internal operation → [INTERNAL_OPERATION]
+- Internal communication → [INTERNAL_COMMUNICATION]
+- Internal team → [INTERNAL_TEAM]
+- Internal access level → [INTERNAL_ACCESS]
+- Internal credential → [INTERNAL_CREDENTIAL]
+- Internal document → [INTERNAL_DOCUMENT]
+- Internal asset → [INTERNAL_ASSET]
+- Internal infrastructure → [INTERNAL_INFRASTRUCT",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,20.07112307101488,True,22,23,23,1.0,1.0455,True,0,0.0069,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.5862077549099922,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/WithLabels/1000/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 293,
+  "clean_fraction": 0.09766666666666667,
+  "omr": 0.6552901023890785,
+  "omr_raw": 1.1034445935964525,
+  "overmasking_rate": 0.6552901023890785,
+  "clean_exact_match_rate": 0.3412969283276451,
+  "avg_pred_placeholders": 9.174061433447099,
+  "total_pred_placeholders": 2688,
+  "avg_masked_tokens": 21.085324232081913,
+  "total_masked_tokens": 6178,
+  "exact_copy_score": 0.3492013769530453,
+  "token_similarity": 0.3433648850854924,
+  "avg_latency_s": 1.4387367048361195,
+  "total_time_s": 421.54985451698303
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithLabels/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 88,
+  "clean_fraction": 0.09777777777777778,
+  "omr": 0.4772727272727273,
+  "omr_raw": 0.8103859566880256,
+  "overmasking_rate": 0.4772727272727273,
+  "clean_exact_match_rate": 0.5113636363636364,
+  "avg_pred_placeholders": 6.681818181818182,
+  "total_pred_placeholders": 588,
+  "avg_masked_tokens": 15.204545454545455,
+  "total_masked_tokens": 1338,
+  "exact_copy_score": 0.5168309249024949,
+  "token_similarity": 0.5116749688667497,
+  "avg_latency_s": 1.1518396843563428,
+  "total_time_s": 101.36189222335815
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithLabels/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,698 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,2.506329298019409,True,20,14,33,1.0,1.65,True,0,0.0096,0.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,2.031698942184448,True,16,14,29,1.0,1.8125,True,0,0.0024,0.0
+System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,2.032841920852661,True,19,14,32,1.0,1.6842,True,0,0.0048,0.0
+The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,0.2624340057373047,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,2.0295522212982178,True,16,14,29,1.0,1.8125,True,0,0.012,0.0
+The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,0.3155646324157715,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,0.3128955364227295,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,0.3151884078979492,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,2.030309200286865,True,19,14,32,1.0,1.6842,True,0,0.0192,0.0
+Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,2.027458429336548,True,15,14,28,1.0,1.8667,True,0,0.0216,0.0
+System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,0.2995193004608154,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,0.3784677982330322,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,2.029522657394409,True,19,14,32,1.0,1.6842,True,0,0.0072,0.0
+System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,0.3157525062561035,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,0.2857749462127685,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth ��� [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,2.026498317718506,True,17,14,30,1.0,1.7647,True,0,0.0096,0.0
+The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,0.3023681640625,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,0.3152658939361572,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,0.3692121505737304,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,2.0287530422210693,True,19,14,32,1.0,1.6842,True,0,0.0048,0.0
+The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,2.033289194107056,True,19,14,32,1.0,1.6842,True,0,0.024,0.0
+The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,2.027433156967163,True,17,14,30,1.0,1.7647,True,0,0.0144,0.0
+The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,0.3260397911071777,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,"All internal location has been verified.  
+Internal entry point has been confirmed.  
+Internal operation is proceeding smoothly.  
+Internal communication channels are active.  
+Internal team is fully engaged.  
+Internal access level remains secure.  
+Internal credential has been validated.  
+Internal document is up to date.  
+Internal asset is functioning correctly.  
+Internal infrastructure is stable.  
+Internal network is operational.  
+Internal incident has been resolved.  
+Internal surveillance is active.  
+Internal procedure is in effect.  
+Internal role is assigned.  
+Internal schedule is up to date.  
+Internal code is verified.  
+Internal status is normal.  
+Internal command has been executed.  
+Internal system is running.  
+Internal evidence has been collected.  
+Internal training is current.",All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,2.028748035430908,True,17,0,0,0.0,0.0,False,0,0.0111,0.0274
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,2.027819871902466,True,19,14,32,1.0,1.6842,True,0,0.012,0.0
+Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,2.026181936264038,True,16,14,29,1.0,1.8125,True,0,0.0096,0.0
+The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,2.028299570083618,True,19,14,32,1.0,1.6842,True,0,0.012,0.0
+The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,2.024386167526245,True,18,14,31,1.0,1.7222,True,0,0.0072,0.0
+The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,0.3145120143890381,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,0.3276755809783935,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,2.0272305011749268,True,17,14,30,1.0,1.7647,True,0,0.0168,0.0
+The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,0.3126039505004883,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,2.0292305946350098,True,25,14,38,1.0,1.52,True,0,0.0264,0.0
+The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,2.0304596424102783,True,20,14,33,1.0,1.65,True,0,0.0048,0.0
+The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,2.03319787979126,True,16,14,29,1.0,1.8125,True,0,0.0024,0.0
+System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,0.314525842666626,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,2.0333445072174072,True,17,14,30,1.0,1.7647,True,0,0.0072,0.0
+The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,2.030900478363037,True,22,14,35,1.0,1.5909,True,0,0.012,0.0
+System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,0.3281869888305664,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,2.027684211730957,True,15,14,28,1.0,1.8667,True,0,0.0048,0.0
+System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,0.3149716854095459,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,2.029361724853516,True,21,14,34,1.0,1.619,True,0,0.0144,0.0
+The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,0.2859587669372558,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,0.2884244918823242,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,0.3128492832183838,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,0.3023607730865478,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,0.2857966423034668,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,0.3020622730255127,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,0.2742805480957031,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,2.0292019844055176,True,21,14,34,1.0,1.619,True,0,0.012,0.0
+System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,0.3265631198883056,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,2.0294957160949707,True,20,14,33,1.0,1.65,True,0,0.0072,0.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,2.023311138153076,True,17,14,30,1.0,1.7647,True,0,0.0024,0.0
+System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,2.0239269733428955,True,20,14,33,1.0,1.65,True,0,0.0168,0.0
+The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,2.0256571769714355,True,18,14,31,1.0,1.7222,True,0,0.0096,0.0
+System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,0.2333137989044189,True,13,0,0,0.0,0.0,False,1,1.0,1.0
+"System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.",2.02894139289856,True,22,14,35,1.0,1.5909,True,0,0.0144,0.0
+The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,2.0286378860473637,True,19,14,32,1.0,1.6842,True,0,0.0168,0.0
+System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,2.0291144847869877,True,17,14,30,1.0,1.7647,True,0,0.0168,0.0
+The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,2.0280866622924805,True,21,14,34,1.0,1.619,True,0,0.0072,0.0
+The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,0.2894167900085449,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,0.31353759765625,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,0.302340030670166,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,0.316246747970581,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,0.3012704849243164,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,0.3031320571899414,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,0.3288121223449707,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,0.3016576766967773,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,2.029994010925293,True,22,14,35,1.0,1.5909,True,0,0.0192,0.0
+System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,0.3016669750213623,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,2.02793550491333,True,20,14,33,1.0,1.65,True,0,0.0096,0.0
+System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,0.2484908103942871,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,0.3123261928558349,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,0.2487146854400634,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,0.2877728939056396,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,2.025623083114624,True,20,14,33,1.0,1.65,True,0,0.0048,0.0
+System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,2.0277252197265625,True,18,14,31,1.0,1.7222,True,0,0.0024,0.0
+The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,0.2878625392913818,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,2.0272655487060547,True,20,14,33,1.0,1.65,True,0,0.024,0.0
+System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,0.3388059139251709,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,2.025339365005493,True,21,14,34,1.0,1.619,True,0,0.0072,0.0
+The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,2.0305285453796387,True,19,14,32,1.0,1.6842,True,0,0.012,0.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,0.3034579753875732,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,2.028428554534912,True,19,14,32,1.0,1.6842,True,0,0.012,0.0
+The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,2.0264031887054443,True,20,14,33,1.0,1.65,True,0,0.0096,0.0
+The system completed its nightly backup and all logs were archived without any errors or warnings detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system completed its nightly backup and all logs were archived without any errors or warnings detected.,2.030177593231201,True,17,14,30,1.0,1.7647,True,0,0.0072,0.0
+The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,0.2880599498748779,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,0.2594263553619385,True,15,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/WithLabels/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.38659940602875387,
+  "omr_raw": 0.38659940602875387,
+  "overmasking_rate": 0.5625,
+  "clean_exact_match_rate": 0.4375,
+  "avg_pred_placeholders": 8.375,
+  "total_pred_placeholders": 134,
+  "avg_masked_tokens": 8.375,
+  "total_masked_tokens": 134,
+  "exact_copy_score": 0.44502112843165886,
+  "token_similarity": 0.4392361111111111,
+  "avg_latency_s": 1.2849990725517273,
+  "total_time_s": 20.559985160827637
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithLabels/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,180 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,0.3322434425354004,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,0.3419208526611328,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,"All sensitive information has been redacted. Here is the revised output:
+
+General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERN",All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,2.012584686279297,True,20,14,14,0.7,0.7,True,0,0.0168,0.0278
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,2.016010999679565,True,23,15,15,0.6522,0.6522,True,0,0.0176,0.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,2.0141189098358154,True,20,15,15,0.75,0.75,True,0,0.0156,0.0
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.3447737693786621,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,0.3575913906097412,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,2.0141849517822266,True,21,15,15,0.7143,0.7143,True,0,0.0059,0.0
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.3443500995635986,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,2.0155627727508545,True,21,15,15,0.7143,0.7143,True,0,0.0078,0.0
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,2.014845371246338,True,26,15,15,0.5769,0.5769,True,0,0.0078,0.0
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.3438334465026855,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,2.0116934776306152,True,22,15,15,0.6818,0.6818,True,0,0.0215,0.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,2.014772891998291,True,21,15,15,0.7143,0.7143,True,0,0.0156,0.0
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization-specific entities:
+- Internal location → [INTERNAL_LOCATION]
+- Internal entry point → [INTERNAL_ENT",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,2.011346340179444,True,22,15,15,0.6818,0.6818,True,0,0.0117,0.0
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.3701517581939697,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/WithTerms/1000/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 293,
+  "clean_fraction": 0.09766666666666667,
+  "omr": 0.585894427299074,
+  "omr_raw": 0.6030838440236984,
+  "overmasking_rate": 0.764505119453925,
+  "clean_exact_match_rate": 0.14334470989761092,
+  "avg_pred_placeholders": 9.194539249146757,
+  "total_pred_placeholders": 2694,
+  "avg_masked_tokens": 11.19112627986348,
+  "total_masked_tokens": 3279,
+  "exact_copy_score": 0.16606695074886257,
+  "token_similarity": 0.2179019257685303,
+  "avg_latency_s": 1.9078575100101303,
+  "total_time_s": 559.0022504329681
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithTerms/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 88,
+  "clean_fraction": 0.09777777777777778,
+  "omr": 0.02033452843947496,
+  "omr_raw": 0.02033452843947496,
+  "overmasking_rate": 0.03409090909090909,
+  "clean_exact_match_rate": 0.9318181818181818,
+  "avg_pred_placeholders": 0.32954545454545453,
+  "total_pred_placeholders": 29,
+  "avg_masked_tokens": 0.3409090909090909,
+  "total_masked_tokens": 30,
+  "exact_copy_score": 0.9397166106979827,
+  "token_similarity": 0.9743243721540348,
+  "avg_latency_s": 0.4654006199403243,
+  "total_time_s": 40.955254554748535
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithTerms/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,123 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,The scheduled maintenance completed successfully with all systems operating within normal parameters and no errors detected during the diagnostic scan.,0.894751787185669,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,The system logs indicate all scheduled maintenance tasks were completed successfully without any errors or warnings.,0.3754289150238037,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,System update completed successfully with all modules running within expected parameters and no errors reported during the final check.,0.4201152324676513,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,The system update was completed successfully without any errors or warnings logged during the process.,0.3632469177246094,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,The weekly maintenance check was completed without issues and all systems are operational within expected parameters.,0.3750436305999756,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,The server completed the scheduled backup without errors and all services resumed normal operation within the expected timeframe.,0.4165976047515869,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,System diagnostics completed with all modules operating within normal parameters and no errors detected during the scheduled maintenance window.,0.4185760021209717,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,System diagnostics completed with all modules reporting optimal performance and no alerts or warnings detected during the routine check.,0.4196481704711914,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,The system update completed without errors and all subsystems are operating within expected parameters for the scheduled maintenance cycle.,0.4325020313262939,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,Confirmed: Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,Routine maintenance completed successfully with all systems operating within normal parameters and no errors detected.,0.4244418144226074,True,15,0,0,0.0,0.0,False,0,0.0543,0.9375
+System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,System logs indicate no irregularities during the last audit cycle and all processes completed successfully without errors.,0.4039218425750732,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,System diagnostics confirmed all hardware and software components are functioning within normal parameters and no alerts or errors were detected during the routine check.,0.4918551445007324,True,24,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,The system diagnostics completed successfully with all subsystems reporting nominal status and no errors detected during the routine check.,0.4308309555053711,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,System diagnostics completed with all modules functioning within normal parameters and no errors detected during the scheduled maintenance check.,0.4187550544738769,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected during the shift.,0.3952677249908447,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,System diagnostics completed successfully with no errors detected. All services are operational and running within expected parameters.,0.4100971221923828,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,The system completed the scheduled maintenance check with no errors detected and all components operating within normal parameters.,0.4082682132720947,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,System diagnostics completed successfully with all modules operating within normal parameters and no alerts triggered during the routine check.,0.4183495044708252,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,System diagnostics completed successfully with no faults detected; all modules reported nominal performance and the network remained stable throughout the maintenance window.,0.4789497852325439,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,The system completed the nightly backup with no errors detected and all services reported operational status within normal parameters.,0.4323711395263672,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,The system completed the scheduled maintenance successfully and all logs were archived with no errors detected during the process.,0.4363408088684082,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,The maintenance crew completed the monthly inspection and confirmed all systems are operational with no faults detected.,0.3867664337158203,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,The system update was completed successfully with all modules running optimally and no errors reported during the final diagnostics.,0.4338893890380859,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,All systems have been checked and verified operational with no anomalies detected during the routine maintenance procedure.,0.3911676406860351,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no issues detected.,0.4192478656768799,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,"General PII:
+- Person names – [NAME]
+- Real-world public organizations – [ORG]
+- Countries – [COUNTRY]
+- Cities – [CITY]
+- Regions – [REGION]
+- Street addresses – [ADDRESS]
+- Email – [EMAIL]
+- Phone numbers – [PHONE]
+- Usernames – [USER]
+- Government/internal identifiers – [ID]
+- Financial identifiers – [FIN]
+- Dates of birth – [DOB]
+- IP addresses – [IP]
+- Device identifiers – [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases, replace with [INTERNAL_LOC",Routine system diagnostics completed successfully with no errors detected and all subsystems operating within normal parameters.,2.2256431579589844,True,16,14,14,0.875,0.875,True,0,0.0135,0.0139
+The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,The system diagnostics completed successfully with all modules reporting optimal performance and no errors detected during the maintenance window.,0.4228215217590332,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,The quarterly system diagnostics were completed successfully with all subsystems operating within normal parameters and no faults detected.,0.4328041076660156,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,The quarterly maintenance review was completed successfully with all systems performing within expected parameters and no issues detected.,0.4162030220031738,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,The quarterly system audit was completed successfully with no discrepancies found and all processes running within expected parameters.,0.4330284595489502,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,"General PII:
+- Person names – [NAME]
+- Real-world public organizations – [ORG]
+- Countries – [COUNTRY]
+- Cities – [CITY]
+- Regions – [REGION]
+- Street addresses – [ADDRESS]
+- Email – [EMAIL]
+- Phone numbers – [PHONE]
+- Usernames – [USER]
+- Government/internal identifiers – [ID]
+- Financial identifiers – [FIN]
+- Dates of birth – [DOB]
+- IP addresses – [IP]
+- Device identifiers – [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases, replace with [INTERNAL_LOC",Routine maintenance completed successfully with all systems operational and no alerts or errors detected during the scan.,2.2237160205841064,True,17,14,14,0.8235,0.8235,True,0,0.0212,0.0278
+The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,The monthly audit was completed with all systems performing within expected parameters and no faults detected during the inspection.,0.4225099086761474,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,The system update completed successfully with no errors reported. All performance metrics are within expected parameters and no further action is required at this time.,0.5162308216094971,True,25,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,The quarterly system audit confirmed all operational parameters are within expected ranges and no faults were detected during the review.,0.4490864276885986,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,The weekly system maintenance completed successfully with all diagnostics showing normal performance and no errors detected.,0.3780379295349121,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules reporting nominal performance and no faults detected during the scheduled maintenance window.,0.4237518310546875,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,The weekly maintenance review was completed with all systems operational and no issues reported during the shift.,0.390326976776123,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at [TIME_STAMP] and all modules returned status OK with no errors detected during the process.,The system performed an automated backup at 0300 hours and all modules returned status OK with no errors detected during the process.,0.5179176330566406,True,22,1,2,0.0909,0.0909,True,0,0.3556,0.8696
+System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,System diagnostics report confirms all modules are functioning within normal parameters with no errors detected during the latest maintenance cycle.,0.4334368705749511,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,The system diagnostics completed successfully with no errors detected and all subsystems reporting nominal status.,0.3798277378082275,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules reporting nominal status and no errors detected during the routine maintenance check.,0.4151029586791992,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,The maintenance crew completed the routine inspection and verified that all equipment is functioning within normal parameters with no issues found.,0.451472520828247,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,The system completed all scheduled maintenance tasks successfully with no errors detected during the final verification phase.,0.394205093383789,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,The system update completed without errors and all diagnostics passed the final verification during the maintenance window.,0.3872535228729248,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,The system completed the daily backup with no errors detected and all services resumed normal operation within expected parameters.,0.4238917827606201,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,The system backup was completed successfully with all integrity checks passed and no errors reported during the process.,0.403705358505249,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,System diagnostics completed with all modules reporting optimal performance and no errors detected during the maintenance cycle.,0.3911395072937011,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,The monthly maintenance check was completed successfully with all systems functioning within normal parameters and no issues reported.,0.4073164463043213,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,The weekly system update was completed successfully with all processes running smoothly and no errors detected.,0.3745157718658447,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,The maintenance team completed a full system diagnostic and confirmed all components are operating within normal parameters without any detected faults.,0.4488859176635742,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,System diagnostics were completed successfully with all components operating within normal parameters and no alerts triggered during the routine check.,0.4344098567962646,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,The quarterly maintenance was completed successfully with all systems performing within expected parameters and no anomalies detected during the review.,0.4439659118652344,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate that all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,The system logs indicate all scheduled maintenance tasks were completed successfully without any detected errors or anomalies.,0.4035556316375732,True,17,0,0,0.0,0.0,False,0,0.2366,0.9444
+System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,System diagnostics completed with no errors detected; all components are functioning within normal parameters as per the latest maintenance cycle.,0.4489574432373047,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,The quarterly system audit confirmed all protocols were followed and no irregularities were detected in the operational workflow.,0.4293711185455322,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,System reboot completed successfully with no errors detected during the final verification phase.,0.3363909721374511,True,13,0,0,0.0,0.0,False,1,1.0,1.0
+"System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.","System diagnostics completed without errors, confirming that all hardware and software components are functioning within normal parameters and no alerts were triggered.",0.4744405746459961,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,The system completed a full backup cycle and verified data integrity across all storage devices with no errors detected.,0.424720287322998,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,System update completed successfully with all services restored and no errors detected in the latest deployment cycle.,0.3950490951538086,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,The server maintenance was completed successfully with all systems operating within normal parameters and no errors reported during the routine check.,0.4494004249572754,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,The server maintenance was completed successfully with all systems returning to normal operation without any detected errors.,0.3885798454284668,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,The scheduled maintenance completed successfully with all systems operating within expected parameters and no errors reported during the diagnostics.,0.4228773117065429,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,System maintenance completed successfully with all components verified operational and no anomalies detected during the routine diagnostics check.,0.4049971103668213,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The quarterly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,0.4187383651733398,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,The weekly system performance report was generated with no detected faults or irregularities across all monitored components.,0.4089381694793701,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,Confirmation: All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,All scheduled system updates were completed successfully with no errors detected and all services remain operational as expected.,0.4513077735900879,True,18,0,0,0.0,0.0,False,0,0.014,0.9474
+System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all modules operating within normal parameters and no errors detected during the routine maintenance check.,0.43684983253479,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,System maintenance was completed successfully with all diagnostics showing normal operation and no faults detected across the network.,0.405658483505249,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,The system performed a full backup last night and all logs were archived without any errors or interruptions detected during the process.,0.4927961826324463,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,System maintenance completed successfully with all diagnostics reporting normal performance and no alerts triggered during the operation cycle.,0.4053494930267334,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,The maintenance crew completed the monthly audit and confirmed all systems are functioning within normal parameters without any detected anomalies.,0.4366071224212646,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,System maintenance completed successfully with all diagnostics indicating optimal performance and no errors detected.,0.3485174179077148,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,System maintenance completed successfully with all modules operating within normal parameters and no errors detected during the routine check.,0.4193184375762939,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,The system update completed without errors and all modules passed the integrity check successfully.,0.3451070785522461,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,System diagnostics completed successfully with all components verified and no errors detected during the routine maintenance check.,0.3937840461730957,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,The quarterly audit was completed successfully with all systems performing within expected parameters and no discrepancies found in the logs.,0.4613194465637207,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,System diagnostics completed with no errors detected and all modules reporting optimal performance during the scheduled maintenance window.,0.4003126621246338,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,The monthly system audit was completed successfully with no irregularities detected in any modules or processes.,0.3892641067504883,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,The system backup completed successfully with no errors detected and all modules reporting nominal status during the routine maintenance check.,0.4371793270111084,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,System diagnostics completed successfully with all modules functioning within normal parameters and no alerts or warnings detected during the scheduled maintenance.,0.4499838352203369,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,The quarterly system audit was completed with all protocols verified and no irregularities found in the operational logs or hardware configurations.,0.4765505790710449,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,The system diagnostics completed successfully with all modules reporting nominal status and no alerts triggered during the routine check.,0.4211938381195068,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,System maintenance completed successfully with all diagnostics showing normal operation and no errors detected in the latest scan.,0.4071540832519531,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,System diagnostics confirmed all servers are running optimally with no detected faults and maintenance is scheduled for next week.,0.4311442375183105,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,The system performed a full diagnostic check and confirmed all modules are functioning within normal parameters with no errors detected.,0.4334127902984619,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system completed its nightly backup and all logs were archived without any errors or warnings detected.,The system completed its nightly backup and all logs were archived without any errors or warnings detected.,The system completed its nightly backup and all logs were archived without any errors or warnings detected.,0.4197425842285156,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,The server backup completed successfully with no errors detected and all systems are operating within normal parameters.,0.3893816471099853,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,The weekly backup protocol completed without errors and all systems are operating within expected parameters.,0.3596653938293457,True,15,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishEasy/WithTerms/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 16,
+  "clean_fraction": 0.10666666666666667,
+  "omr": 0.2421765734265734,
+  "omr_raw": 0.2421765734265734,
+  "overmasking_rate": 0.375,
+  "clean_exact_match_rate": 0.625,
+  "avg_pred_placeholders": 5.25,
+  "total_pred_placeholders": 84,
+  "avg_masked_tokens": 5.25,
+  "total_masked_tokens": 84,
+  "exact_copy_score": 0.6286071639509432,
+  "token_similarity": 0.6313075800035586,
+  "avg_latency_s": 1.004527360200882,
+  "total_time_s": 16.07243776321411
+}

Liquid1.2B/promptExperiments/EnglishEasy/WithTerms/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,119 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,System diagnostics completed successfully with all modules passing the integrity checks. No errors were detected during the scheduled maintenance window.,0.354900598526001,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,System diagnostics completed successfully with no errors detected. All subsystems are functioning within expected parameters and no alerts were generated.,0.370889663696289,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Authoritative internal terms:
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/casing), you",All systems were monitored continuously during the maintenance window. No faults or unusual activity were detected across any monitored components.,2.0540473461151123,True,20,14,14,0.7,0.7,True,0,0.0112,0.0267
+System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,System diagnostics completed successfully with no errors reported. All subsystems are functioning within normal parameters and no anomalies were detected during the audit.,0.409686803817749,True,23,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,The system maintenance was completed successfully with all processes running within normal parameters. No issues were detected during the review.,0.3563616275787353,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,System diagnostics completed successfully with all modules operating within normal parameters. No deviations or alerts were detected during the evaluation period.,0.3700833320617676,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,System diagnostics ran a full check with no errors detected. All modules are functioning within expected parameters and no anomalies were found.,0.3787431716918945,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Authoritative internal terms:
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/casing), you",The system logs indicate that all scheduled backups completed successfully with no errors. Maintenance window closed at 03:00 hours as planned.,2.0532467365264893,True,21,14,14,0.6667,0.6667,True,0,0.0056,0.0127
+System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,System diagnostics completed successfully with all services running within normal operational parameters. No alerts or errors were detected during the audit.,0.3684399127960205,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/c",The monthly system audit was completed with all logs verified and no discrepancies found. All operational parameters remain within expected ranges.,2.0516791343688965,True,21,14,14,0.6667,0.6667,True,0,0.0074,0.0125
+The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/c",The system audit completed successfully with no errors detected. All scheduled updates were applied and verified to be operational. No anomalies were observed during the review.,2.046875238418579,True,26,14,14,0.5385,0.5385,True,0,0.0074,0.0241
+System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,System maintenance was completed successfully with all components functioning within normal parameters. No errors or warnings were logged during the operation.,0.3703603744506836,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,System diagnostics completed successfully with no errors reported. All performance metrics are within expected thresholds and no anomalies detected during the scan.,0.3837578296661377,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/c",The quarterly system audit was completed with all logs archived and no discrepancies found. System performance metrics remain within expected parameters.,2.052844762802124,True,21,14,14,0.6667,0.6667,True,0,0.0149,0.0125
+The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]
+
+Internal organization terms (backing list):
+- When the input text contains any of these exact phrases (or the same phrase with consistent spacing/c",The server maintenance was completed successfully with no errors detected. All systems are running within normal parameters and no anomalies were found.,2.0532047748565674,True,22,14,14,0.6364,0.6364,True,0,0.0112,0.0125
+System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,System diagnostics completed without any detected faults. All systems are operating within normal parameters and no alerts were triggered during the monitoring period.,0.3973164558410644,True,23,0,0,0.0,0.0,False,1,1.0,1.0

Liquid1.2B/promptExperiments/EnglishHard/Basic/1000/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 302,
+  "clean_fraction": 0.10066666666666667,
+  "omr": 0.9933774834437086,
+  "omr_raw": 1.6716904302375128,
+  "overmasking_rate": 0.9933774834437086,
+  "clean_exact_match_rate": 0.006622516556291391,
+  "avg_pred_placeholders": 13.907284768211921,
+  "total_pred_placeholders": 4200,
+  "avg_masked_tokens": 32.04304635761589,
+  "total_masked_tokens": 9677,
+  "exact_copy_score": 0.020965627606871078,
+  "token_similarity": 0.007284178029626159,
+  "avg_latency_s": 1.5987705600182742,
+  "total_time_s": 482.8287091255188
+}

Liquid1.2B/promptExperiments/EnglishHard/Basic/1000/clean_control_test_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 300,
+  "clean_fraction": 0.1,
+  "omr": 0.9866666666666667,
+  "omr_raw": 1.6679274590170263,
+  "overmasking_rate": 0.9866666666666667,
+  "clean_exact_match_rate": 0.013333333333333334,
+  "avg_pred_placeholders": 13.813333333333333,
+  "total_pred_placeholders": 4144,
+  "avg_masked_tokens": 31.64666666666667,
+  "total_masked_tokens": 9494,
+  "exact_copy_score": 0.027694944301628097,
+  "token_similarity": 0.014000066477585282,
+  "avg_latency_s": 1.5914626510938008,
+  "total_time_s": 477.43879532814026
+}

Liquid1.2B/promptExperiments/EnglishHard/Basic/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 103,
+  "clean_fraction": 0.11444444444444445,
+  "omr": 0.9902912621359223,
+  "omr_raw": 1.6940809328020403,
+  "overmasking_rate": 0.9902912621359223,
+  "clean_exact_match_rate": 0.009708737864077669,
+  "avg_pred_placeholders": 13.864077669902912,
+  "total_pred_placeholders": 1428,
+  "avg_masked_tokens": 31.174757281553397,
+  "total_masked_tokens": 3211,
+  "exact_copy_score": 0.024284323757705846,
+  "token_similarity": 0.010364399291437296,
+  "avg_latency_s": 1.5936776735250233,
+  "total_time_s": 164.1488003730774
+}

Liquid1.2B/promptExperiments/EnglishHard/Basic/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,1532 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The team completed the monthly inventory check and verified all equipment was accounted for with no discrepancies found during the audit.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the monthly inventory check and verified all equipment was accounted for with no discrepancies found during the audit.,1.606555461883545,True,21,14,34,1.0,1.619,True,0,0.0154,0.0
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no anomalies detected.,1.6060125827789309,True,19,14,32,1.0,1.6842,True,0,0.0154,0.0
+The monthly system audit was completed successfully with all protocols verified and no discrepancies found in the operational workflows.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system audit was completed successfully with all protocols verified and no discrepancies found in the operational workflows.,1.6104748249053955,True,19,14,32,1.0,1.6842,True,0,0.0257,0.0
+The monthly system audit was completed with all logs reviewed and no discrepancies found in any of the operational processes.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system audit was completed with all logs reviewed and no discrepancies found in any of the operational processes.,1.6060593128204346,True,20,14,33,1.0,1.65,True,0,0.0077,0.0169
+The latest system update was deployed successfully with all modules functioning as expected and no errors reported during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The latest system update was deployed successfully with all modules functioning as expected and no errors reported during the process.,1.6086077690124512,True,20,14,33,1.0,1.65,True,0,0.0077,0.0
+The team completed the quarterly review and updated all operational procedures to improve efficiency and compliance across departments.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the quarterly review and updated all operational procedures to improve efficiency and compliance across departments.,1.608703851699829,True,18,14,31,1.0,1.7222,True,0,0.0206,0.0
+The quarterly system audit was completed successfully with all protocols reviewed and no discrepancies found in the operational procedures.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed successfully with all protocols reviewed and no discrepancies found in the operational procedures.,1.6061241626739502,True,19,14,32,1.0,1.6842,True,0,0.0077,0.0
+The quarterly system audit was completed successfully with no discrepancies found in the operational logs or workflow processes.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed successfully with no discrepancies found in the operational logs or workflow processes.,1.6056084632873535,True,18,14,31,1.0,1.7222,True,0,0.0026,0.0
+The quarterly system audit was completed with all processes verified and no irregularities found in the operational logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed with all processes verified and no irregularities found in the operational logs.,1.6064841747283936,True,18,14,31,1.0,1.7222,True,0,0.0206,0.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all systems performing within expected parameters and no anomalies detected.,1.606168270111084,True,17,14,30,1.0,1.7647,True,0,0.0077,0.0
+The quarterly maintenance was completed successfully with no issues found in the system performance or hardware components.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance was completed successfully with no issues found in the system performance or hardware components.,1.6072967052459717,True,17,14,30,1.0,1.7647,True,0,0.0154,0.0
+The system update was completed successfully and all modules are functioning within normal parameters according to the latest diagnostics.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update was completed successfully and all modules are functioning within normal parameters according to the latest diagnostics.,1.6063017845153809,True,19,14,32,1.0,1.6842,True,0,0.0231,0.0
+The internal audit completed the quarterly review of system logs and verified all access points were functioning as expected without any issues.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The internal audit completed the quarterly review of system logs and verified all access points were functioning as expected without any issues.,1.60591721534729,True,22,14,35,1.0,1.5909,True,0,0.0103,0.0164
+The quarterly maintenance review was completed successfully with all systems functioning within normal parameters and no issues reported.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance review was completed successfully with all systems functioning within normal parameters and no issues reported.,1.6058688163757324,True,18,14,31,1.0,1.7222,True,0,0.0129,0.0
+The monthly maintenance was completed on schedule with all systems functioning within normal parameters and no incidents reported.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly maintenance was completed on schedule with all systems functioning within normal parameters and no incidents reported.,1.6062335968017578,True,18,14,31,1.0,1.7222,True,0,0.018,0.0
+The team completed the monthly equipment inspection and confirmed all devices are functioning within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the monthly equipment inspection and confirmed all devices are functioning within expected parameters.,1.60790753364563,True,16,14,29,1.0,1.8125,True,0,0.0129,0.0
+The system audit concluded successfully with no anomalies detected and all operational procedures were verified as compliant with the latest standards.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit concluded successfully with no anomalies detected and all operational procedures were verified as compliant with the latest standards.,1.605137586593628,True,21,14,34,1.0,1.619,True,0,0.0257,0.0
+The system audit was completed successfully with all logs verified and no irregularities detected in the operational records.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit was completed successfully with all logs verified and no irregularities detected in the operational records.,1.6057147979736328,True,18,14,31,1.0,1.7222,True,0,0.0129,0.0
+The weekly audit confirmed all systems were operational and no irregularities were detected in the access logs or system performance.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly audit confirmed all systems were operational and no irregularities were detected in the access logs or system performance.,1.606635808944702,True,20,14,33,1.0,1.65,True,0,0.0103,0.0
+The system maintenance was completed successfully with all components checked and verified to be operational without any detected issues.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed successfully with all components checked and verified to be operational without any detected issues.,1.6060800552368164,True,19,14,32,1.0,1.6842,True,0,0.018,0.0
+The monthly audit confirmed all systems are operating within expected parameters and no security issues were detected during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit confirmed all systems are operating within expected parameters and no security issues were detected during the review.,1.6059257984161377,True,20,14,33,1.0,1.65,True,0,0.0154,0.0
+The monthly audit was completed successfully with no discrepancies found in the log files or system performance metrics.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit was completed successfully with no discrepancies found in the log files or system performance metrics.,1.6059274673461914,True,18,14,31,1.0,1.7222,True,0,0.0257,0.0
+The system maintenance was completed successfully with all diagnostics showing optimal performance and no errors detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed successfully with all diagnostics showing optimal performance and no errors detected in the logs.,1.6052253246307373,True,19,14,32,1.0,1.6842,True,0,0.0154,0.0
+The weekly system audit was completed without any discrepancies and all operational parameters were within expected ranges.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly system audit was completed without any discrepancies and all operational parameters were within expected ranges.,1.6060760021209717,True,17,14,30,1.0,1.7647,True,0,0.0129,0.0
+The team completed the quarterly review with all findings documented and no discrepancies detected in the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the quarterly review with all findings documented and no discrepancies detected in the process.,1.6052846908569336,True,17,14,30,1.0,1.7647,True,0,0.0129,0.0
+The monthly system update was completed successfully with no errors reported and all components are functioning within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system update was completed successfully with no errors reported and all components are functioning within normal parameters.,1.6063692569732666,True,19,14,32,1.0,1.6842,True,0,0.0154,0.0
+The system diagnostics completed successfully with no faults detected and all components are operating within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system diagnostics completed successfully with no faults detected and all components are operating within normal parameters.,1.6058855056762695,True,17,14,30,1.0,1.7647,True,0,0.0103,0.0
+The quarterly audit revealed no discrepancies in the inventory records and all safety protocols were followed precisely.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit revealed no discrepancies in the inventory records and all safety protocols were followed precisely.,1.6062650680541992,True,17,14,30,1.0,1.7647,True,0,0.0051,0.0
+The monthly audit was completed with all systems operating within normal parameters and no irregularities detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit was completed with all systems operating within normal parameters and no irregularities detected in the logs.,1.606294870376587,True,19,14,32,1.0,1.6842,True,0,0.018,0.0
+The quarterly review of operational protocols was completed with all procedures updated and no discrepancies found in the documentation.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly review of operational protocols was completed with all procedures updated and no discrepancies found in the documentation.,1.6064703464508057,True,19,14,32,1.0,1.6842,True,0,0.0051,0.0172
+The monthly audit was completed successfully with all systems functioning within expected parameters and no irregularities detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit was completed successfully with all systems functioning within expected parameters and no irregularities detected.,1.6061644554138184,True,17,14,30,1.0,1.7647,True,0,0.0231,0.0
+The system maintenance was completed successfully with all modules updated and no errors reported during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed successfully with all modules updated and no errors reported during the process.,1.605717420578003,True,17,14,30,1.0,1.7647,True,0,0.0129,0.0
+"The latest software update was installed successfully without any errors, and all systems are operating within expected parameters.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The latest software update was installed successfully without any errors, and all systems are operating within expected parameters.",1.6056530475616455,True,18,14,31,1.0,1.7222,True,0,0.018,0.0
+The weekly system audit was completed successfully with all components functioning within normal parameters and no alerts were triggered during the inspection.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly system audit was completed successfully with all components functioning within normal parameters and no alerts were triggered during the inspection.,1.6072077751159668,True,22,14,35,1.0,1.5909,True,0,0.0231,0.0
+The team completed the routine maintenance on all equipment and verified system integrity without any detected anomalies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the routine maintenance on all equipment and verified system integrity without any detected anomalies.,1.6053979396820068,True,17,14,30,1.0,1.7647,True,0,0.018,0.0
+The quarterly report was completed after reviewing all system logs and confirming operational compliance with internal standards.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly report was completed after reviewing all system logs and confirming operational compliance with internal standards.,1.6059682369232178,True,17,14,30,1.0,1.7647,True,0,0.018,0.0
+"The quarterly system audit was completed successfully with no discrepancies found, and all operational procedures are up to date.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The quarterly system audit was completed successfully with no discrepancies found, and all operational procedures are up to date.",1.6068439483642578,True,19,14,32,1.0,1.6842,True,0,0.0077,0.0
+The audit team reviewed the latest compliance documents and confirmed all procedures were followed correctly with no discrepancies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The audit team reviewed the latest compliance documents and confirmed all procedures were followed correctly with no discrepancies.,1.606529951095581,True,18,14,31,1.0,1.7222,True,0,0.018,0.0
+The monthly audit report was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit report was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,1.6065316200256348,True,21,14,34,1.0,1.619,True,0,0.0103,0.0
+The system audit completed successfully with no irregularities found in the latest operational review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit completed successfully with no irregularities found in the latest operational review.,1.605461597442627,True,14,14,27,1.0,1.9286,True,0,0.0026,0.0
+The monthly maintenance check was completed without issues and all systems are functioning within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly maintenance check was completed without issues and all systems are functioning within normal parameters.,1.605168342590332,True,16,14,29,1.0,1.8125,True,0,0.018,0.0
+The quarterly maintenance was completed on schedule with all systems verified and no discrepancies found in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance was completed on schedule with all systems verified and no discrepancies found in the logs.,1.6064460277557373,True,18,14,31,1.0,1.7222,True,0,0.0154,0.0
+The quarterly operational review confirmed all systems are functioning within normal parameters and no anomalies were detected during the routine checks.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly operational review confirmed all systems are functioning within normal parameters and no anomalies were detected during the routine checks.,1.605802059173584,True,21,14,34,1.0,1.619,True,0,0.0257,0.0
+The deployment was executed on schedule with all systems operating within expected parameters and no anomalies detected in the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The deployment was executed on schedule with all systems operating within expected parameters and no anomalies detected in the process.,1.6049773693084717,True,20,14,33,1.0,1.65,True,0,0.0206,0.0
+The system audit was completed on time with all protocols followed and no discrepancies found during the review process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit was completed on time with all protocols followed and no discrepancies found during the review process.,1.6059458255767822,True,19,14,32,1.0,1.6842,True,0,0.018,0.0
+The team completed the quarterly review and updated the operational procedures accordingly without any issues.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the quarterly review and updated the operational procedures accordingly without any issues.,1.606504201889038,True,15,14,28,1.0,1.8667,True,0,0.0129,0.0
+The quarterly system audit was completed successfully with all protocols followed and no personal information involved in the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly system audit was completed successfully with all protocols followed and no personal information involved in the process.,1.6069283485412598,True,19,14,32,1.0,1.6842,True,0,0.0103,0.0
+The weekly system audit was completed with all components functioning within normal parameters and no exceptions noted.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly system audit was completed with all components functioning within normal parameters and no exceptions noted.,1.605766773223877,True,17,14,30,1.0,1.7647,True,0,0.018,0.0
+The quarterly review confirmed all internal processes were compliant with company standards and no irregularities were detected in the audit logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly review confirmed all internal processes were compliant with company standards and no irregularities were detected in the audit logs.,1.6065335273742676,True,21,14,34,1.0,1.619,True,0,0.0129,0.0
+The monthly audit was completed with all systems functioning normally and no discrepancies found in the operational logs or maintenance records.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit was completed with all systems functioning normally and no discrepancies found in the operational logs or maintenance records.,1.605604887008667,True,21,14,34,1.0,1.619,True,0,0.0257,0.0
+The monthly audit confirmed all systems were functioning within normal parameters and no discrepancies were found in the equipment logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit confirmed all systems were functioning within normal parameters and no discrepancies were found in the equipment logs.,1.604769945144653,True,20,14,33,1.0,1.65,True,0,0.0257,0.0
+The monthly audit confirmed that all systems were functioning within normal parameters and no irregularities were found in the log server or backup server.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit confirmed that all systems were functioning within normal parameters and no irregularities were found in the log server or backup server.,1.6059067249298096,True,24,14,37,1.0,1.5417,True,0,0.0308,0.0
+The quarterly audit was completed successfully with all protocols followed and no discrepancies found in the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all protocols followed and no discrepancies found in the process.,1.6053519248962402,True,17,14,30,1.0,1.7647,True,0,0.0103,0.0
+The system update was completed without errors and all modules passed the final verification test successfully.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update was completed without errors and all modules passed the final verification test successfully.,1.6051273345947266,True,16,14,29,1.0,1.8125,True,0,0.018,0.0
+The monthly audit report was finalized with all systems checked and no discrepancies found in the operational logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit report was finalized with all systems checked and no discrepancies found in the operational logs.,1.6056344509124756,True,18,14,31,1.0,1.7222,True,0,0.0129,0.0
+The monthly operational review confirmed all systems functioned within expected parameters and no anomalies were detected during the shift.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly operational review confirmed all systems functioned within expected parameters and no anomalies were detected during the shift.,1.6076111793518066,True,19,14,32,1.0,1.6842,True,0,0.0257,0.0
+The system maintenance was completed successfully with all logs verified and no irregularities detected during the audit process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed successfully with all logs verified and no irregularities detected during the audit process.,1.6059119701385498,True,18,14,31,1.0,1.7222,True,0,0.0103,0.0
+The system audit confirmed all modules were updated successfully and no errors were detected during the routine maintenance check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit confirmed all modules were updated successfully and no errors were detected during the routine maintenance check.,1.60556960105896,True,19,14,32,1.0,1.6842,True,0,0.018,0.0
+The quarterly audit was completed with all systems verified and no personal or sensitive data involved in the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed with all systems verified and no personal or sensitive data involved in the process.,1.6053485870361328,True,19,14,32,1.0,1.6842,True,0,0.0103,0.0
+Routine maintenance was completed on all equipment and the system status was verified as stable with no anomalies detected during the inspection.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",Routine maintenance was completed on all equipment and the system status was verified as stable with no anomalies detected during the inspection.,1.6064279079437256,True,22,14,35,1.0,1.5909,True,0,0.0154,0.0
+The system backup was completed successfully and all logs have been archived for review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system backup was completed successfully and all logs have been archived for review.,1.606452226638794,True,14,14,27,1.0,1.9286,True,0,0.0129,0.0
+"The weekly system maintenance was completed without incident, and all software updates were applied to ensure optimal performance.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The weekly system maintenance was completed without incident, and all software updates were applied to ensure optimal performance.",1.6053760051727295,True,18,14,31,1.0,1.7222,True,0,0.0077,0.0
+The system update was deployed successfully and all modules passed the final verification without any issues.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update was deployed successfully and all modules passed the final verification without any issues.,1.6052954196929932,True,16,14,29,1.0,1.8125,True,0,0.0103,0.0
+The weekly maintenance completed successfully with all systems checked and no irregularities found during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance completed successfully with all systems checked and no irregularities found during the process.,1.607367753982544,True,16,14,29,1.0,1.8125,True,0,0.0206,0.0
+"The quarterly system diagnostics were completed successfully, and all components passed the performance benchmarks without issues.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The quarterly system diagnostics were completed successfully, and all components passed the performance benchmarks without issues.",1.6059861183166504,True,16,14,29,1.0,1.8125,True,0,0.0103,0.0
+The team completed the quarterly audit and confirmed that all systems were compliant with internal security policies and operational standards.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the quarterly audit and confirmed that all systems were compliant with internal security policies and operational standards.,1.6077685356140137,True,20,14,33,1.0,1.65,True,0,0.0103,0.0
+The quarterly audit confirmed that all systems are operating within normal parameters and no irregularities were detected during the review process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit confirmed that all systems are operating within normal parameters and no irregularities were detected during the review process.,1.6052823066711426,True,21,14,34,1.0,1.619,True,0,0.0231,0.0
+The team completed the routine maintenance and verified all systems were functioning as expected without any anomalies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the routine maintenance and verified all systems were functioning as expected without any anomalies.,1.605738878250122,True,17,14,30,1.0,1.7647,True,0,0.0103,0.0
+The system logs indicate that all scheduled updates were completed successfully without any errors or warnings.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system logs indicate that all scheduled updates were completed successfully without any errors or warnings.,1.6038432121276855,True,16,14,29,1.0,1.8125,True,0,0.0077,0.0
+The team completed the quarterly audit and confirmed all systems are operating within normal parameters with no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The team completed the quarterly audit and confirmed all systems are operating within normal parameters with no anomalies detected.,1.6048252582550049,True,19,14,32,1.0,1.6842,True,0,0.0154,0.0
+All systems were checked and verified with no alerts or warnings during the routine maintenance cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All systems were checked and verified with no alerts or warnings during the routine maintenance cycle.,1.6058015823364258,True,16,14,29,1.0,1.8125,True,0,0.0077,0.0
+The quarterly audit was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,1.6078941822052002,True,20,14,33,1.0,1.65,True,0,0.0129,0.0
+The audit team completed the quarterly review of all internal procedures and confirmed compliance with company policies without any discrepancies.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The audit team completed the quarterly review of all internal procedures and confirmed compliance with company policies without any discrepancies.,1.6056232452392578,True,20,14,33,1.0,1.65,True,0,0.0129,0.0169
+The maintenance team completed the quarterly system audit and confirmed all protocols are up to date with no discrepancies found.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The maintenance team completed the quarterly system audit and confirmed all protocols are up to date with no discrepancies found.,1.608196496963501,True,20,14,33,1.0,1.65,True,0,0.0206,0.0
+The quarterly maintenance review confirmed all equipment was functioning within expected parameters and no irregularities were detected during the inspection.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance review confirmed all equipment was functioning within expected parameters and no irregularities were detected during the inspection.,1.616623878479004,True,20,14,33,1.0,1.65,True,0,0.0257,0.0
+The quarterly maintenance review was completed with all systems operating within normal parameters and no anomalies detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly maintenance review was completed with all systems operating within normal parameters and no anomalies detected during the process.,1.605600118637085,True,20,14,33,1.0,1.65,True,0,0.0129,0.0
+The quarterly report was completed successfully with all operational procedures reviewed and no discrepancies found in the documentation.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly report was completed successfully with all operational procedures reviewed and no discrepancies found in the documentation.,1.605292797088623,True,18,14,31,1.0,1.7222,True,0,0.0129,0.0
+The weekly audit confirmed all systems are functioning within expected parameters and no irregularities were found during the inspection.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly audit confirmed all systems are functioning within expected parameters and no irregularities were found during the inspection.,1.6050965785980225,True,19,14,32,1.0,1.6842,True,0,0.0103,0.0
+"The system completed all scheduled maintenance tasks successfully, with no errors or warnings detected during the routine check.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The system completed all scheduled maintenance tasks successfully, with no errors or warnings detected during the routine check.",1.6065218448638916,True,18,14,31,1.0,1.7222,True,0,0.018,0.0
+The weekly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,1.6078119277954102,True,18,14,31,1.0,1.7222,True,0,0.0231,0.0
+"The recent system update improved response times and reduced error rates significantly, ensuring all modules operate within expected parameters.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The recent system update improved response times and reduced error rates significantly, ensuring all modules operate within expected parameters.",1.6061794757843018,True,19,14,32,1.0,1.6842,True,0,0.0129,0.0
+The quarterly audit was completed successfully with all equipment inspected and no discrepancies found in the maintenance logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all equipment inspected and no discrepancies found in the maintenance logs.,1.60650897026062,True,18,14,31,1.0,1.7222,True,0,0.0077,0.0
+The monthly system update completed without errors and all components are functioning within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system update completed without errors and all components are functioning within expected parameters.,1.605699062347412,True,15,14,28,1.0,1.8667,True,0,0.0129,0.0
+The weekly audit was completed successfully with all logs verified and no anomalies found in the system performance or data integrity.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly audit was completed successfully with all logs verified and no anomalies found in the system performance or data integrity.,1.6058299541473389,True,21,14,34,1.0,1.619,True,0,0.0129,0.0
+The quarterly audit was completed successfully with all systems and protocols verified for compliance and no discrepancies found in any logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly audit was completed successfully with all systems and protocols verified for compliance and no discrepancies found in any logs.,1.6042234897613523,True,21,14,34,1.0,1.619,True,0,0.0103,0.0
+The system maintenance was completed on schedule and all logs were archived without any errors detected during the process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was completed on schedule and all logs were archived without any errors detected during the process.,1.6061053276062012,True,19,14,32,1.0,1.6842,True,0,0.0103,0.0
+The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,0.2969415187835693,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been inspected and verified operational with no alerts or anomalies detected during the routine check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All systems have been inspected and verified operational with no alerts or anomalies detected during the routine check.,1.6057546138763428,True,18,14,31,1.0,1.7222,True,0,0.0154,0.0
+The system maintenance was finalized successfully with all logs verified and no anomalies detected during the routine check.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system maintenance was finalized successfully with all logs verified and no anomalies detected during the routine check.,1.606675148010254,True,18,14,31,1.0,1.7222,True,0,0.0129,0.0
+The monthly audit report was finalized with all systems verified and no irregularities found in the operational workflows or documentation.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit report was finalized with all systems verified and no irregularities found in the operational workflows or documentation.,1.6070942878723145,True,20,14,33,1.0,1.65,True,0,0.0129,0.0
+"Routine maintenance was completed on all equipment, and system diagnostics showed no anomalies or errors throughout the facility.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","Routine maintenance was completed on all equipment, and system diagnostics showed no anomalies or errors throughout the facility.",1.605367660522461,True,18,14,31,1.0,1.7222,True,0,0.0077,0.0
+The audit team completed the monthly review and confirmed all logs were verified with no discrepancies found in the system configurations.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The audit team completed the monthly review and confirmed all logs were verified with no discrepancies found in the system configurations.,1.6080715656280518,True,21,14,34,1.0,1.619,True,0,0.0103,0.0
+The audit team completed the monthly review with all logs verified and no discrepancies found in the data records or system configurations.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The audit team completed the monthly review with all logs verified and no discrepancies found in the data records or system configurations.,1.6059370040893557,True,22,14,35,1.0,1.5909,True,0,0.0154,0.0
+The quarterly review confirmed all procedures were followed and no discrepancies were found in the audit logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The quarterly review confirmed all procedures were followed and no discrepancies were found in the audit logs.,1.6069965362548828,True,17,14,30,1.0,1.7647,True,0,0.0154,0.0
+The routine system check completed successfully with all modules functioning within expected parameters and no errors detected.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The routine system check completed successfully with all modules functioning within expected parameters and no errors detected.,1.6052651405334473,True,17,14,30,1.0,1.7647,True,0,0.0129,0.0
+The monthly audit was completed with no discrepancies found and all systems functioning within expected parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit was completed with no discrepancies found and all systems functioning within expected parameters.,1.6055233478546145,True,16,14,29,1.0,1.8125,True,0,0.018,0.0
+The monthly system audit was completed successfully with all protocols followed and no irregularities detected in the operational logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system audit was completed successfully with all protocols followed and no irregularities detected in the operational logs.,1.6057260036468506,True,19,14,32,1.0,1.6842,True,0,0.0257,0.0
+The monthly inventory review was completed with no discrepancies found in the equipment logs or storage records.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly inventory review was completed with no discrepancies found in the equipment logs or storage records.,1.6061983108520508,True,17,14,30,1.0,1.7647,True,0,0.0154,0.0
+The system update was deployed successfully with no errors detected and all services resumed normal operation.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system update was deployed successfully with no errors detected and all services resumed normal operation.,1.6117489337921145,True,16,14,29,1.0,1.8125,True,0,0.0129,0.0
+The monthly system review was completed successfully with no issues found in the data archive or log server configurations.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly system review was completed successfully with no issues found in the data vault or log server configurations.,1.607522964477539,True,19,14,32,1.0,1.6842,True,0,0.0103,0.0
+The system underwent a routine maintenance check and all components passed without any errors or warnings.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system underwent a routine maintenance check and all components passed without any errors or warnings.,1.6088168621063232,True,16,14,29,1.0,1.8125,True,0,0.0077,0.0
+"The quarterly audit confirmed all access points were secured and all protocols were followed without exception, ensuring operational integrity.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The quarterly audit confirmed all access points were secured and all protocols were followed without exception, ensuring operational integrity.",1.6085150241851809,True,19,14,32,1.0,1.6842,True,0,0.0154,0.0
+The weekly maintenance review was completed on time and all systems were found to be functioning within normal parameters.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The weekly maintenance review was completed on time and all systems were found to be functioning within normal parameters.,1.6072707176208496,True,19,14,32,1.0,1.6842,True,0,0.0077,0.0

Liquid1.2B/promptExperiments/EnglishHard/Basic/50/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 150,
+  "n_clean_samples": 14,
+  "clean_fraction": 0.09333333333333334,
+  "omr": 1.0,
+  "omr_raw": 1.6814507581341946,
+  "overmasking_rate": 1.0,
+  "clean_exact_match_rate": 0.0,
+  "avg_pred_placeholders": 14.0,
+  "total_pred_placeholders": 196,
+  "avg_masked_tokens": 32.214285714285715,
+  "total_masked_tokens": 451,
+  "exact_copy_score": 0.01744399559309585,
+  "token_similarity": 0.0012315270935960591,
+  "avg_latency_s": 1.603629537991115,
+  "total_time_s": 22.45081353187561
+}

Liquid1.2B/promptExperiments/EnglishHard/Basic/50/clean_control_results_with_metrics.csv

@@ -0,0 +1,211 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+"The ptrol schedule was updated to include additional night coverage for the east sector, ensuring all shifts are fully staffed and operational.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The ptrol schedule was updated to include additional night coverage for the east sector, ensuring all shifts are fully staffed and operational.",1.6018562316894531,True,22,14,35,1.0,1.5909,True,0,0.0206,0.0
+All system components were audited thoroughly and no discrepancies were found during the latest review cycle.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All system components were audited thoroughly and no discrepancies were found during the latest review cycle.,1.6022298336029053,True,16,14,29,1.0,1.8125,True,0,0.0206,0.0
+"All systems were checked and verified during the routine maintenance with no issues found, confirming the integrity of the network and hardware.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","All systems were checked and verified during the routine maintenance with no issues found, confirming the integrity of the network and hardware.",1.6041920185089111,True,22,14,35,1.0,1.5909,True,0,0.0257,0.0172
+All logs were reviewed and the system audit completed successfully with no discrepancies or alerts reported during the quarterly review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All logs were reviewed and the system audit completed successfully with no discrepancies or alerts reported during the quarterly review.,1.602853298187256,True,20,14,33,1.0,1.65,True,0,0.0077,0.0
+"The latest system audit was completed without any errors or warnings, confirming all processes are stable and secure.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","The latest system audit was completed without any errors or warnings, confirming all processes are stable and secure.",1.603808879852295,True,18,14,31,1.0,1.7222,True,0,0.0257,0.0
+The system audit confirmed all protocols were followed and no anomalies were detected in the operational logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit confirmed all protocols were followed and no anomalies were detected in the operational logs.,1.6034560203552246,True,17,14,30,1.0,1.7647,True,0,0.0051,0.0
+All system logs were reviewed and the monthly audit completed with no discrepancies found in the configurations or access records.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All system logs were reviewed and the monthly audit completed with no discrepancies found in the configurations or access records.,1.6041603088378906,True,20,14,33,1.0,1.65,True,0,0.0154,0.0
+The latest system audit confirmed that all logs were consistent and no irregularities were found during the review process.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The latest system audit confirmed that all logs were consistent and no irregularities were found during the review process.,1.6033766269683838,True,19,14,32,1.0,1.6842,True,0,0.0206,0.0
+The monthly audit confirmed all systems are functioning within normal parameters and no irregularities were detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit confirmed all systems are functioning within normal parameters and no irregularities were detected in the logs.,1.604997634887695,True,19,14,32,1.0,1.6842,True,0,0.0206,0.0
+The system audit confirmed that all operational procedures were followed and no discrepancies were found during the review.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The system audit confirmed that all operational procedures were followed and no discrepancies were found during the review.,1.6026554107666016,True,18,14,31,1.0,1.7222,True,0,0.0103,0.0
+"All system logs were reviewed and no anomalies were detected during the last audit cycle, confirming compliance with operational standards.","General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]","All system logs were reviewed and no anomalies were detected during the last audit cycle, confirming compliance with operational standards.",1.603851079940796,True,20,14,33,1.0,1.65,True,0,0.018,0.0
+The monthly audit report confirmed all systems are functioning within normal parameters and no irregularities were found during the inspection.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The monthly audit report confirmed all systems are functioning within normal parameters and no irregularities were found during the inspection.,1.6030902862548828,True,20,14,33,1.0,1.65,True,0,0.0129,0.0
+The latest system audit confirmed all operational procedures were followed without any exceptions or anomalies detected in the logs.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",The latest system audit confirmed all operational procedures were followed without any exceptions or anomalies detected in the logs.,1.605412483215332,True,19,14,32,1.0,1.6842,True,0,0.0206,0.0
+All system logs were reviewed thoroughly and no discrepancies were found in the latest audit cycle confirming operational compliance.,"General PII:
+- Person names → [NAME]
+- Real-world public organizations → [ORG]
+- Countries → [COUNTRY]
+- Cities → [CITY]
+- Regions → [REGION]
+- Street addresses → [ADDRESS]
+- Email → [EMAIL]
+- Phone numbers → [PHONE]
+- Usernames → [USER]
+- Government/internal identifiers → [ID]
+- Financial identifiers → [FIN]
+- Dates of birth → [DOB]
+- IP addresses → [IP]
+- Device identifiers → [DEVICE]",All system logs were reviewed thoroughly and no discrepancies were found in the latest audit cycle confirming operational compliance.,1.6048734188079834,True,19,14,32,1.0,1.6842,True,0,0.0206,0.0

Liquid1.2B/promptExperiments/EnglishHard/Mixed/1000/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 3000,
+  "n_clean_samples": 302,
+  "clean_fraction": 0.10066666666666667,
+  "omr": 0.4079012578893473,
+  "omr_raw": 0.42875870183653864,
+  "overmasking_rate": 0.7384105960264901,
+  "clean_exact_match_rate": 0.039735099337748346,
+  "avg_pred_placeholders": 4.8907284768211925,
+  "total_pred_placeholders": 1477,
+  "avg_masked_tokens": 8.139072847682119,
+  "total_masked_tokens": 2458,
+  "exact_copy_score": 0.07220627274888057,
+  "token_similarity": 0.2839890327778057,
+  "avg_latency_s": 1.451035343258586,
+  "total_time_s": 438.212673664093
+}

Liquid1.2B/promptExperiments/EnglishHard/Mixed/350/clean_control_metrics.json

@@ -0,0 +1,17 @@
+{
+  "n_samples": 900,
+  "n_clean_samples": 103,
+  "clean_fraction": 0.11444444444444445,
+  "omr": 0.004530744336569579,
+  "omr_raw": 0.004530744336569579,
+  "overmasking_rate": 0.019417475728155338,
+  "clean_exact_match_rate": 0.970873786407767,
+  "avg_pred_placeholders": 0.02912621359223301,
+  "total_pred_placeholders": 3,
+  "avg_masked_tokens": 0.0970873786407767,
+  "total_masked_tokens": 10,
+  "exact_copy_score": 0.9917273054364099,
+  "token_similarity": 0.9937864077669902,
+  "avg_latency_s": 0.4432304761942151,
+  "total_time_s": 45.65273904800415
+}

Liquid1.2B/promptExperiments/EnglishHard/Mixed/350/clean_control_results_with_metrics.csv

@@ -0,0 +1,104 @@
+input,prediction,ground_truth,latency,clean_control,input_tokens,pred_placeholders,masked_tokens,omr,omr_raw,overmasked,exact_match,exact_copy,token_sim
+The team completed the monthly inventory check and verified all equipment was accounted for with no discrepancies found during the audit.,The team completed the monthly inventory check and verified all equipment was accounted for with no discrepancies found during the audit.,The team completed the monthly inventory check and verified all equipment was accounted for with no discrepancies found during the audit.,0.4760606288909912,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no anomalies detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no anomalies detected.,The weekly maintenance check was completed on schedule with all systems functioning within normal parameters and no anomalies detected.,0.4336779117584228,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed successfully with all protocols verified and no discrepancies found in the operational workflows.,The monthly system audit was completed successfully with all protocols verified and no discrepancies found in the operational workflows.,The monthly system audit was completed successfully with all protocols verified and no discrepancies found in the operational workflows.,0.4684786796569824,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed with all logs reviewed and no discrepancies found in any of the operational processes.,The monthly system audit was completed with all logs reviewed and no discrepancies found in any of the operational processes.,The monthly system audit was completed with all logs reviewed and no discrepancies found in any of the operational processes.,0.4644215106964111,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The latest system update was deployed successfully with all modules functioning as expected and no errors reported during the process.,The latest system update was deployed successfully with all modules functioning as expected and no errors reported during the process.,The latest system update was deployed successfully with all modules functioning as expected and no errors reported during the process.,0.4531598091125488,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the quarterly review and updated all operational procedures to improve efficiency and compliance across departments.,The team completed the quarterly review and updated all operational procedures to improve efficiency and compliance across departments.,The team completed the quarterly review and updated all operational procedures to improve efficiency and compliance across departments.,0.433985948562622,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with all protocols reviewed and no discrepancies found in the operational procedures.,The quarterly system audit was completed successfully with all protocols reviewed and no discrepancies found in the operational procedures.,The quarterly system audit was completed successfully with all protocols reviewed and no discrepancies found in the operational procedures.,0.4643476009368896,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with no discrepancies found in the operational logs or workflow processes.,The quarterly system audit was completed successfully with no discrepancies found in the operational logs or workflow processes.,The quarterly system audit was completed successfully with no discrepancies found in the operational logs or workflow processes.,0.4490418434143066,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed with all processes verified and no irregularities found in the operational logs.,The quarterly system audit was completed with all processes verified and no irregularities found in the operational logs.,The quarterly system audit was completed with all processes verified and no irregularities found in the operational logs.,0.4473419189453125,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems performing within expected parameters and no anomalies detected.,The quarterly audit was completed successfully with all systems performing within expected parameters and no anomalies detected.,The quarterly audit was completed successfully with all systems performing within expected parameters and no anomalies detected.,0.4180676937103271,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed successfully with no issues found in the system performance or hardware components.,The quarterly maintenance was completed successfully with no issues found in the system performance or hardware components.,The quarterly maintenance was completed successfully with no issues found in the system performance or hardware components.,0.4270296096801758,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed successfully and all modules are functioning within normal parameters according to the latest diagnostics.,The system update was completed successfully and all modules are functioning within normal parameters according to the latest diagnostics.,The system update was completed successfully and all modules are functioning within normal parameters according to the latest diagnostics.,0.4321348667144775,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The internal audit completed the quarterly review of system logs and verified all access points were functioning as expected without any issues.,The internal audit completed the quarterly review of system logs and verified all access points were functioning as expected without any issues.,The internal audit completed the quarterly review of system logs and verified all access points were functioning as expected without any issues.,0.4928655624389648,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review was completed successfully with all systems functioning within normal parameters and no issues reported.,The quarterly maintenance review was completed successfully with all systems functioning within normal parameters and no issues reported.,The quarterly maintenance review was completed successfully with all systems functioning within normal parameters and no issues reported.,0.4307081699371338,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance was completed on schedule with all systems functioning within normal parameters and no incidents reported.,The monthly maintenance was completed on schedule with all systems functioning within normal parameters and no incidents reported.,The monthly maintenance was completed on schedule with all systems functioning within normal parameters and no incidents reported.,0.4264135360717773,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the monthly equipment inspection and confirmed all devices are functioning within expected parameters.,The team completed the monthly equipment inspection and confirmed all devices are functioning within expected parameters.,The team completed the monthly equipment inspection and confirmed all devices are functioning within expected parameters.,0.391789436340332,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit concluded successfully with no anomalies detected and all operational procedures were verified as compliant with the latest standards.,The system audit concluded successfully with no anomalies detected and all operational procedures were verified as compliant with the latest standards.,The system audit concluded successfully with no anomalies detected and all operational procedures were verified as compliant with the latest standards.,0.4776878356933594,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit was completed successfully with all logs verified and no irregularities detected in the operational records.,The system audit was completed successfully with all logs verified and no irregularities detected in the operational records.,The system audit was completed successfully with all logs verified and no irregularities detected in the operational records.,0.4397585391998291,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly audit confirmed all systems were operational and no irregularities were detected in the access logs or system performance.,The weekly audit confirmed all systems were operational and no irregularities were detected in the access logs or system performance.,The weekly audit confirmed all systems were operational and no irregularities were detected in the access logs or system performance.,0.466808557510376,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all components checked and verified to be operational without any detected issues.,The system maintenance was completed successfully with all components checked and verified to be operational without any detected issues.,The system maintenance was completed successfully with all components checked and verified to be operational without any detected issues.,0.4358057975769043,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit confirmed all systems are operating within expected parameters and no security issues were detected during the review.,The monthly audit confirmed all systems are operating within expected parameters and no security issues were detected during the review.,The monthly audit confirmed all systems are operating within expected parameters and no security issues were detected during the review.,0.4504148960113525,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed successfully with no discrepancies found in the log files or system performance metrics.,The monthly audit was completed successfully with no discrepancies found in the log files or system performance metrics.,The monthly audit was completed successfully with no discrepancies found in the log files or system performance metrics.,0.434492826461792,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all diagnostics showing optimal performance and no errors detected in the logs.,The system maintenance was completed successfully with all diagnostics showing optimal performance and no errors detected in the logs.,The system maintenance was completed successfully with all diagnostics showing optimal performance and no errors detected in the logs.,0.434234619140625,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system audit was completed without any discrepancies and all operational parameters were within expected ranges.,The weekly system audit was completed without any discrepancies and all operational parameters were within expected ranges.,The weekly system audit was completed without any discrepancies and all operational parameters were within expected ranges.,0.4214541912078857,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the quarterly review with all findings documented and no discrepancies detected in the process.,The team completed the quarterly review with all findings documented and no discrepancies detected in the process.,The team completed the quarterly review with all findings documented and no discrepancies detected in the process.,0.4327602386474609,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system update was completed successfully with no errors reported and all components are functioning within normal parameters.,The monthly system update was completed successfully with no errors reported and all components are functioning within normal parameters.,The monthly system update was completed successfully with no errors reported and all components are functioning within normal parameters.,0.4399387836456299,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system diagnostics completed successfully with no faults detected and all components are operating within normal parameters.,The system diagnostics completed successfully with no faults detected and all components are operating within normal parameters.,The system diagnostics completed successfully with no faults detected and all components are operating within normal parameters.,0.4113247394561767,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit revealed no discrepancies in the inventory records and all safety protocols were followed precisely.,The quarterly audit revealed no discrepancies in the inventory records and all safety protocols were followed precisely.,The quarterly audit revealed no discrepancies in the inventory records and all safety protocols were followed precisely.,0.4396564960479736,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed with all systems operating within normal parameters and no irregularities detected in the logs.,The monthly audit was completed with all systems operating within normal parameters and no irregularities detected in the logs.,The monthly audit was completed with all systems operating within normal parameters and no irregularities detected in the logs.,0.4502198696136474,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly review of operational protocols was completed with all procedures updated and no discrepancies found in the documentation.,The quarterly review of operational protocols was completed with all procedures updated and no discrepancies found in the documentation.,The quarterly review of operational protocols was completed with all procedures updated and no discrepancies found in the documentation.,0.4633922576904297,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed successfully with all systems functioning within expected parameters and no irregularities detected.,The monthly audit was completed successfully with all systems functioning within expected parameters and no irregularities detected.,The monthly audit was completed successfully with all systems functioning within expected parameters and no irregularities detected.,0.4205212593078613,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all modules updated and no errors reported during the process.,The system maintenance was completed successfully with all modules updated and no errors reported during the process.,The system maintenance was completed successfully with all modules updated and no errors reported during the process.,0.4016222953796386,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+"The latest software update was installed successfully without any errors, and all systems are operating within expected parameters.","The latest software update was installed successfully without any errors, and all systems are operating within expected parameters.","The latest software update was installed successfully without any errors, and all systems are operating within expected parameters.",0.4390010833740234,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system audit was completed successfully with all components functioning within normal parameters and no alerts were triggered during the inspection.,The weekly system audit was completed successfully with all components functioning within normal parameters and no alerts were triggered during the inspection.,The weekly system audit was completed successfully with all components functioning within normal parameters and no alerts were triggered during the inspection.,0.4754371643066406,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the routine maintenance on all equipment and verified system integrity without any detected anomalies.,The team completed the routine maintenance on all equipment and verified system integrity without any detected anomalies.,The team completed the routine maintenance on all equipment and verified system integrity without any detected anomalies.,0.403820276260376,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly report was completed after reviewing all system logs and confirming operational compliance with internal standards.,The quarterly report was completed after reviewing all system logs and confirming operational compliance with internal standards.,The quarterly report was completed after reviewing all system logs and confirming operational compliance with internal standards.,0.4209117889404297,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+"The quarterly system audit was completed successfully with no discrepancies found, and all operational procedures are up to date.","The quarterly system audit was completed successfully with no discrepancies found, and all operational procedures are up to date.","The quarterly system audit was completed successfully with no discrepancies found, and all operational procedures are up to date.",0.4763679504394531,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The audit team reviewed the latest compliance documents and confirmed all procedures were followed correctly with no discrepancies.,The audit team reviewed the latest compliance documents and confirmed all procedures were followed correctly with no discrepancies.,The audit team reviewed the latest compliance documents and confirmed all procedures were followed correctly with no discrepancies.,0.4395272731781006,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit report was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,The monthly audit report was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,The monthly audit report was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,0.4791574478149414,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit completed successfully with no irregularities found in the latest operational review.,The system audit completed successfully with no irregularities found in the latest operational review.,The system audit completed successfully with no irregularities found in the latest operational review.,0.3826873302459717,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly maintenance check was completed without issues and all systems are functioning within normal parameters.,The monthly maintenance check was completed without issues and all systems are functioning within normal parameters.,The monthly maintenance check was completed without issues and all systems are functioning within normal parameters.,0.3944969177246094,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance was completed on schedule with all systems verified and no discrepancies found in the logs.,The quarterly maintenance was completed on schedule with all systems verified and no discrepancies found in the logs.,The quarterly maintenance was completed on schedule with all systems verified and no discrepancies found in the logs.,0.4501128196716308,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly operational review confirmed all systems are functioning within normal parameters and no anomalies were detected during the routine checks.,The quarterly operational review confirmed all systems are functioning within normal parameters and no anomalies were detected during the routine checks.,The quarterly operational review confirmed all systems are functioning within normal parameters and no anomalies were detected during the routine checks.,0.4733273983001709,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The deployment was executed on schedule with all systems operating within expected parameters and no anomalies detected in the process.,The deployment was executed on schedule with all systems operating within expected parameters and no anomalies detected in the process.,The deployment was executed on schedule with all systems operating within expected parameters and no anomalies detected in the process.,0.4482781887054443,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit was completed on time with all protocols followed and no discrepancies found during the review process.,The system audit was completed on time with all protocols followed and no discrepancies found during the review process.,The system audit was completed on time with all protocols followed and no discrepancies found during the review process.,0.4462242126464844,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the quarterly review and updated the operational procedures accordingly without any issues.,The team completed the quarterly review and updated the operational procedures accordingly without any issues.,The team completed the quarterly review and updated the operational procedures accordingly without any issues.,0.3979201316833496,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly system audit was completed successfully with all protocols followed and no personal information involved in the process.,The quarterly system audit was completed successfully with all protocols followed and no personal information involved in the process.,The quarterly system audit was completed successfully with all protocols followed and no personal information involved in the process.,0.4462616443634033,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly system audit was completed with all components functioning within normal parameters and no exceptions noted.,The weekly system audit was completed with all components functioning within normal parameters and no exceptions noted.,The weekly system audit was completed with all components functioning within normal parameters and no exceptions noted.,0.406437873840332,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly review confirmed all internal processes were compliant with company standards and no irregularities were detected in the audit logs.,The quarterly review confirmed all internal processes were compliant with company standards and no irregularities were detected in the audit logs.,The quarterly review confirmed all internal processes were compliant with company standards and no irregularities were detected in the audit logs.,0.5106601715087891,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed with all systems functioning normally and no discrepancies found in the operational logs or maintenance records.,The monthly audit was completed with all systems functioning normally and no discrepancies found in the operational logs or maintenance records.,The monthly audit was completed with all systems functioning normally and no discrepancies found in the operational logs or maintenance records.,0.4835324287414551,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit confirmed all systems were functioning within normal parameters and no discrepancies were found in the equipment logs.,The monthly audit confirmed all systems were functioning within normal parameters and no discrepancies were found in the equipment logs.,The monthly audit confirmed all systems were functioning within normal parameters and no discrepancies were found in the equipment logs.,0.4683723449707031,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit confirmed that all systems were functioning within normal parameters and no irregularities were found in the log server or backup server.,The monthly audit confirmed that all systems were functioning within normal parameters and no irregularities were found in the [FIN] or [DEVICE].,The monthly audit confirmed that all systems were functioning within normal parameters and no irregularities were found in the log server or backup server.,0.5622098445892334,True,24,2,4,0.1667,0.1667,True,0,0.8194,0.76
+The quarterly audit was completed successfully with all protocols followed and no discrepancies found in the process.,The quarterly audit was completed successfully with all protocols followed and no discrepancies found in the process.,The quarterly audit was completed successfully with all protocols followed and no discrepancies found in the process.,0.4322896003723144,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was completed without errors and all modules passed the final verification test successfully.,The system update was completed without errors and all modules passed the final verification test successfully.,The system update was completed without errors and all modules passed the final verification test successfully.,0.3975064754486084,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit report was finalized with all systems checked and no discrepancies found in the operational logs.,The monthly audit report was finalized with all systems checked and no discrepancies found in the operational logs.,The monthly audit report was finalized with all systems checked and no discrepancies found in the operational logs.,0.4442934989929199,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly operational review confirmed all systems functioned within expected parameters and no anomalies were detected during the shift.,The monthly operational review confirmed all systems functioned within expected parameters and no anomalies were detected during the shift.,The monthly operational review confirmed all systems functioned within expected parameters and no anomalies were detected during the shift.,0.449106216430664,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed successfully with all logs verified and no irregularities detected during the audit process.,The system maintenance was completed successfully with all logs verified and no irregularities detected during the audit process.,The system maintenance was completed successfully with all logs verified and no irregularities detected during the audit process.,0.4379699230194092,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system audit confirmed all modules were updated successfully and no errors were detected during the routine maintenance check.,The system audit confirmed all modules were updated successfully and no errors were detected during the routine maintenance check.,The system audit confirmed all modules were updated successfully and no errors were detected during the routine maintenance check.,0.4347226619720459,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed with all systems verified and no personal or sensitive data involved in the process.,The quarterly audit was completed with all systems verified and no personal or sensitive data involved in the process.,The quarterly audit was completed with all systems verified and no personal or sensitive data involved in the process.,0.4494326114654541,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+Routine maintenance was completed on all equipment and the system status was verified as stable with no anomalies detected during the inspection.,Routine maintenance was completed on all equipment and the system status was verified as stable with no anomalies detected during the inspection.,Routine maintenance was completed on all equipment and the system status was verified as stable with no anomalies detected during the inspection.,0.4917817115783691,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The system backup was completed successfully and all logs have been archived for review.,The system backup was completed successfully and all logs have been archived for review.,The system backup was completed successfully and all logs have been archived for review.,0.3830831050872803,True,14,0,0,0.0,0.0,False,1,1.0,1.0
+"The weekly system maintenance was completed without incident, and all software updates were applied to ensure optimal performance.","The weekly system maintenance was completed without incident, and all software updates were applied to ensure optimal performance.","The weekly system maintenance was completed without incident, and all software updates were applied to ensure optimal performance.",0.435161828994751,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was deployed successfully and all modules passed the final verification without any issues.,The system update was deployed successfully and all modules passed the final verification without any issues.,The system update was deployed successfully and all modules passed the final verification without any issues.,0.393334150314331,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance completed successfully with all systems checked and no irregularities found during the process.,The weekly maintenance completed successfully with all systems checked and no irregularities found during the process.,The weekly maintenance completed successfully with all systems checked and no irregularities found during the process.,0.4095101356506347,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+"The quarterly system diagnostics were completed successfully, and all components passed the performance benchmarks without issues.","The quarterly system diagnostics were completed successfully, and all components passed the performance benchmarks without issues.","The quarterly system diagnostics were completed successfully, and all components passed the performance benchmarks without issues.",0.4374821186065674,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the quarterly audit and confirmed that all systems were compliant with internal security policies and operational standards.,The team completed the quarterly audit and confirmed that all systems were compliant with [GENERAL_PII].,The team completed the quarterly audit and confirmed that all systems were compliant with internal security policies and operational standards.,0.481370210647583,True,20,1,6,0.3,0.3,True,0,0.6294,0.7
+The quarterly audit confirmed that all systems are operating within normal parameters and no irregularities were detected during the review process.,The quarterly audit confirmed that all systems are operating within normal parameters and no irregularities were detected during the review process.,The quarterly audit confirmed that all systems are operating within normal parameters and no irregularities were detected during the review process.,0.4946060180664062,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the routine maintenance and verified all systems were functioning as expected without any anomalies.,The team completed the routine maintenance and verified all systems were functioning as expected without any anomalies.,The team completed the routine maintenance and verified all systems were functioning as expected without any anomalies.,0.408355712890625,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system logs indicate that all scheduled updates were completed successfully without any errors or warnings.,The system logs indicate that all scheduled updates were completed successfully without any errors or warnings.,The system logs indicate that all scheduled updates were completed successfully without any errors or warnings.,0.3900659084320068,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The team completed the quarterly audit and confirmed all systems are operating within normal parameters with no anomalies detected.,The team completed the quarterly audit and confirmed all systems are operating within normal parameters with no anomalies detected.,The team completed the quarterly audit and confirmed all systems are operating within normal parameters with no anomalies detected.,0.4514386653900146,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems were checked and verified with no alerts or warnings during the routine maintenance cycle.,All systems were checked and verified with no alerts or warnings during the routine maintenance cycle.,All systems were checked and verified with no alerts or warnings during the routine maintenance cycle.,0.394395112991333,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,The quarterly audit was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,The quarterly audit was completed successfully with all systems functioning within normal parameters and no irregularities detected in the logs.,0.4768829345703125,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The audit team completed the quarterly review of all internal procedures and confirmed compliance with company policies without any discrepancies.,The audit team completed the quarterly review of all internal procedures and confirmed compliance with company policies without any discrepancies.,The audit team completed the quarterly review of all internal procedures and confirmed compliance with company policies without any discrepancies.,0.4763898849487304,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The maintenance team completed the quarterly system audit and confirmed all protocols are up to date with no discrepancies found.,The maintenance team completed the quarterly system audit and confirmed all protocols are up to date with no discrepancies found.,The maintenance team completed the quarterly system audit and confirmed all protocols are up to date with no discrepancies found.,0.4781525135040283,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review confirmed all equipment was functioning within expected parameters and no irregularities were detected during the inspection.,The quarterly maintenance review confirmed all equipment was functioning within expected parameters and no irregularities were detected during the inspection.,The quarterly maintenance review confirmed all equipment was functioning within expected parameters and no irregularities were detected during the inspection.,0.4752249717712402,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly maintenance review was completed with all systems operating within normal parameters and no anomalies detected during the process.,The quarterly maintenance review was completed with all systems operating within normal parameters and no anomalies detected during the process.,The quarterly maintenance review was completed with all systems operating within normal parameters and no anomalies detected during the process.,0.46771240234375,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly report was completed successfully with all operational procedures reviewed and no discrepancies found in the documentation.,The quarterly report was completed successfully with all operational procedures reviewed and no discrepancies found in the documentation.,The quarterly report was completed successfully with all operational procedures reviewed and no discrepancies found in the documentation.,0.4482169151306152,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly audit confirmed all systems are functioning within expected parameters and no irregularities were found during the inspection.,The weekly audit confirmed all systems are functioning within expected parameters and no irregularities were found during the inspection.,The weekly audit confirmed all systems are functioning within expected parameters and no irregularities were found during the inspection.,0.4513509273529053,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+"The system completed all scheduled maintenance tasks successfully, with no errors or warnings detected during the routine check.","The system completed all scheduled maintenance tasks successfully, with no errors or warnings detected during the routine check.","The system completed all scheduled maintenance tasks successfully, with no errors or warnings detected during the routine check.",0.438086986541748,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The weekly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,The weekly maintenance check was completed successfully with all systems operating within normal parameters and no anomalies detected.,0.418586254119873,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+"The recent system update improved response times and reduced error rates significantly, ensuring all modules operate within expected parameters.","The recent system update improved response times and reduced error rates significantly, ensuring all modules operate within expected parameters.","The recent system update improved response times and reduced error rates significantly, ensuring all modules operate within expected parameters.",0.4542458057403564,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all equipment inspected and no discrepancies found in the maintenance logs.,The quarterly audit was completed successfully with all equipment inspected and no discrepancies found in the maintenance logs.,The quarterly audit was completed successfully with all equipment inspected and no discrepancies found in the maintenance logs.,0.4668741226196289,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system update completed without errors and all components are functioning within expected parameters.,The monthly system update completed without errors and all components are functioning within expected parameters.,The monthly system update completed without errors and all components are functioning within expected parameters.,0.377690315246582,True,15,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly audit was completed successfully with all logs verified and no anomalies found in the system performance or data integrity.,The weekly audit was completed successfully with all logs verified and no anomalies found in the system performance or data integrity.,The weekly audit was completed successfully with all logs verified and no anomalies found in the system performance or data integrity.,0.4667174816131592,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly audit was completed successfully with all systems and protocols verified for compliance and no discrepancies found in any logs.,The quarterly audit was completed successfully with all systems and protocols verified for compliance and no discrepancies found in any logs.,The quarterly audit was completed successfully with all systems and protocols verified for compliance and no discrepancies found in any logs.,0.4880619049072265,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was completed on schedule and all logs were archived without any errors detected during the process.,The system maintenance was completed on schedule and all logs were archived without any errors detected during the process.,The system maintenance was completed on schedule and all logs were archived without any errors detected during the process.,0.4494826793670654,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,The audit report was completed without any discrepancies and all procedures were followed according to the latest compliance standards.,0.4485704898834228,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+All systems have been inspected and verified operational with no alerts or anomalies detected during the routine check.,All systems have been inspected and verified operational with no alerts or anomalies detected during the routine check.,All systems have been inspected and verified operational with no alerts or anomalies detected during the routine check.,0.4335794448852539,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The system maintenance was finalized successfully with all logs verified and no anomalies detected during the routine check.,The system maintenance was finalized successfully with all logs verified and no anomalies detected during the routine check.,The system maintenance was finalized successfully with all logs verified and no anomalies detected during the routine check.,0.4348456859588623,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit report was finalized with all systems verified and no irregularities found in the operational workflows or documentation.,The monthly audit report was finalized with all systems verified and no irregularities found in the operational workflows or documentation.,The monthly audit report was finalized with all systems verified and no irregularities found in the operational workflows or documentation.,0.4877200126647949,True,20,0,0,0.0,0.0,False,1,1.0,1.0
+"Routine maintenance was completed on all equipment, and system diagnostics showed no anomalies or errors throughout the facility.","Routine maintenance was completed on all equipment, and system diagnostics showed no anomalies or errors throughout the facility.","Routine maintenance was completed on all equipment, and system diagnostics showed no anomalies or errors throughout the facility.",0.4521946907043457,True,18,0,0,0.0,0.0,False,1,1.0,1.0
+The audit team completed the monthly review and confirmed all logs were verified with no discrepancies found in the system configurations.,The audit team completed the monthly review and confirmed all logs were verified with no discrepancies found in the system configurations.,The audit team completed the monthly review and confirmed all logs were verified with no discrepancies found in the system configurations.,0.4738156795501709,True,21,0,0,0.0,0.0,False,1,1.0,1.0
+The audit team completed the monthly review with all logs verified and no discrepancies found in the data records or system configurations.,The audit team completed the monthly review with all logs verified and no discrepancies found in the data records or system configurations.,The audit team completed the monthly review with all logs verified and no discrepancies found in the data records or system configurations.,0.4929449558258056,True,22,0,0,0.0,0.0,False,1,1.0,1.0
+The quarterly review confirmed all procedures were followed and no discrepancies were found in the audit logs.,The quarterly review confirmed all procedures were followed and no discrepancies were found in the audit logs.,The quarterly review confirmed all procedures were followed and no discrepancies were found in the audit logs.,0.4328217506408691,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The routine system check completed successfully with all modules functioning within expected parameters and no errors detected.,The routine system check completed successfully with all modules functioning within expected parameters and no errors detected.,The routine system check completed successfully with all modules functioning within expected parameters and no errors detected.,0.4064068794250488,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly audit was completed with no discrepancies found and all systems functioning within expected parameters.,The monthly audit was completed with no discrepancies found and all systems functioning within expected parameters.,The monthly audit was completed with no discrepancies found and all systems functioning within expected parameters.,0.405167818069458,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system audit was completed successfully with all protocols followed and no irregularities detected in the operational logs.,The monthly system audit was completed successfully with all protocols followed and no irregularities detected in the operational logs.,The monthly system audit was completed successfully with all protocols followed and no irregularities detected in the operational logs.,0.453676700592041,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly inventory review was completed with no discrepancies found in the equipment logs or storage records.,The monthly inventory review was completed with no discrepancies found in the equipment logs or storage records.,The monthly inventory review was completed with no discrepancies found in the equipment logs or storage records.,0.420875072479248,True,17,0,0,0.0,0.0,False,1,1.0,1.0
+The system update was deployed successfully with no errors detected and all services resumed normal operation.,The system update was deployed successfully with no errors detected and all services resumed normal operation.,The system update was deployed successfully with no errors detected and all services resumed normal operation.,0.3959293365478515,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+The monthly system review was completed successfully with no issues found in the data archive or log server configurations.,The monthly system review was completed successfully with no issues found in the data archive or log server configurations.,The monthly system review was completed successfully with no issues found in the data vault or log server configurations.,0.4350786209106445,True,19,0,0,0.0,0.0,False,0,0.6992,0.9
+The system underwent a routine maintenance check and all components passed without any errors or warnings.,The system underwent a routine maintenance check and all components passed without any errors or warnings.,The system underwent a routine maintenance check and all components passed without any errors or warnings.,0.3917908668518066,True,16,0,0,0.0,0.0,False,1,1.0,1.0
+"The quarterly audit confirmed all access points were secured and all protocols were followed without exception, ensuring operational integrity.","The quarterly audit confirmed all access points were secured and all protocols were followed without exception, ensuring operational integrity.","The quarterly audit confirmed all access points were secured and all protocols were followed without exception, ensuring operational integrity.",0.4661645889282226,True,19,0,0,0.0,0.0,False,1,1.0,1.0
+The weekly maintenance review was completed on time and all systems were found to be functioning within normal parameters.,The weekly maintenance review was completed on time and all systems were found to be functioning within normal parameters.,The weekly maintenance review was completed on time and all systems were found to be functioning within normal parameters.,0.4372124671936035,True,19,0,0,0.0,0.0,False,1,1.0,1.0