piyushptiwari/InsureLLM-4B
Text Generation • Updated • 202
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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
text: string
label: string
label_id: int64
claimant_age: int64
premium: double
fuel_type: string
dashcam: bool
contents_value: int64
compulsory_excess: int64
previous_claims_3y: int64
vehicle_value: int64
region: string
voluntary_excess: int64
police_report: bool
claim_type: string
claim_amount: double
heating_type: string
driver_gender: string
loss_adjuster_appointed: bool
vehicle_make: string
occupation: string
inception_date: timestamp[s]
medical_evidence_delay_days: int64
subsidence_history: string
injury_type: string
is_fraud: bool
claim_id: string
property_type: string
time_of_loss: string
flood_risk_zone: string
cctv_available: bool
unoccupied_30_days: bool
vehicle_year: int64
insurer: string
reserve_amount: int64
locks_bs3621: bool
policy_age_days: int64
loss_date: timestamp[s]
solicitor_involved: bool
property_age_years: int64
years_ncd: int64
solicitor_costs: double
has_cctv: bool
days_to_report: int64
settlement_date: string
annual_mileage: int64
claimant_gender: string
report_date: timestamp[s]
driver_age: int64
vehicle_model: string
postcode_prefix: string
years_driving: int64
witnesses: int64
recovery_amount: double
lob: string
alarm_installed: bool
claim_status: string
medical_costs: double
injury_severity: string
independent_witness: bool
rebuild_value: int64
to
{'claim_id': Value('string'), 'lob': Value('string'), 'insurer': Value('string'), 'region': Value('string'), 'postcode_prefix': Value('string'), 'inception_date': Value('timestamp[s]'), 'loss_date': Value('timestamp[s]'), 'report_date': Value('timestamp[s]'), 'settlement_date': Value('string'), 'claim_type': Value('string'), 'claim_status': Value('string'), 'driver_age': Value('int64'), 'driver_gender': Value('string'), 'occupation': Value('string'), 'years_driving': Value('int64'), 'years_ncd': Value('int64'), 'vehicle_make': Value('string'), 'vehicle_model': Value('string'), 'vehicle_year': Value('int64'), 'vehicle_value': Value('int64'), 'fuel_type': Value('string'), 'annual_mileage': Value('int64'), 'premium': Value('float64'), 'voluntary_excess': Value('int64'), 'compulsory_excess': Value('int64'), 'reserve_amount': Value('int64'), 'claim_amount': Value('float64'), 'recovery_amount': Value('float64'), 'previous_claims_3y': Value('int64'), 'days_to_report': Value('int64'), 'policy_age_days': Value('int64'), 'witnesses': Value('int64'), 'dashcam': Value('bool'), 'police_report': Value('bool'), 'time_of_loss': Value('string'), 'is_fraud': Value('bool'), 'property_type': Value('string'), 'property_age_years': Value('int64'), 'rebuild_value': Value('int64'), 'contents_value': Value('int64'), 'heating_type': Value('string'), 'flood_risk_zone': Value('string'), 'subsidence_history': Value('string'), 'alarm_installed': Value('bool'), 'locks_bs3621': Value('bool'), 'has_cctv': Value('bool'), 'loss_adjuster_appointed': Value('bool'), 'unoccupied_30_days': Value('bool'), 'claimant_age': Value('int64'), 'claimant_gender': Value('string'), 'injury_type': Value('string'), 'injury_severity': Value('string'), 'solicitor_costs': Value('float64'), 'medical_costs': Value('float64'), 'solicitor_involved': Value('bool'), 'independent_witness': Value('bool'), 'medical_evidence_delay_days': Value('int64'), 'cctv_available': Value('bool')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 289, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 124, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
text: string
label: string
label_id: int64
claimant_age: int64
premium: double
fuel_type: string
dashcam: bool
contents_value: int64
compulsory_excess: int64
previous_claims_3y: int64
vehicle_value: int64
region: string
voluntary_excess: int64
police_report: bool
claim_type: string
claim_amount: double
heating_type: string
driver_gender: string
loss_adjuster_appointed: bool
vehicle_make: string
occupation: string
inception_date: timestamp[s]
medical_evidence_delay_days: int64
subsidence_history: string
injury_type: string
is_fraud: bool
claim_id: string
property_type: string
time_of_loss: string
flood_risk_zone: string
cctv_available: bool
unoccupied_30_days: bool
vehicle_year: int64
insurer: string
reserve_amount: int64
locks_bs3621: bool
policy_age_days: int64
loss_date: timestamp[s]
solicitor_involved: bool
property_age_years: int64
years_ncd: int64
solicitor_costs: double
has_cctv: bool
days_to_report: int64
settlement_date: string
annual_mileage: int64
claimant_gender: string
report_date: timestamp[s]
driver_age: int64
vehicle_model: string
postcode_prefix: string
years_driving: int64
witnesses: int64
recovery_amount: double
lob: string
alarm_installed: bool
claim_status: string
medical_costs: double
injury_severity: string
independent_witness: bool
rebuild_value: int64
to
{'claim_id': Value('string'), 'lob': Value('string'), 'insurer': Value('string'), 'region': Value('string'), 'postcode_prefix': Value('string'), 'inception_date': Value('timestamp[s]'), 'loss_date': Value('timestamp[s]'), 'report_date': Value('timestamp[s]'), 'settlement_date': Value('string'), 'claim_type': Value('string'), 'claim_status': Value('string'), 'driver_age': Value('int64'), 'driver_gender': Value('string'), 'occupation': Value('string'), 'years_driving': Value('int64'), 'years_ncd': Value('int64'), 'vehicle_make': Value('string'), 'vehicle_model': Value('string'), 'vehicle_year': Value('int64'), 'vehicle_value': Value('int64'), 'fuel_type': Value('string'), 'annual_mileage': Value('int64'), 'premium': Value('float64'), 'voluntary_excess': Value('int64'), 'compulsory_excess': Value('int64'), 'reserve_amount': Value('int64'), 'claim_amount': Value('float64'), 'recovery_amount': Value('float64'), 'previous_claims_3y': Value('int64'), 'days_to_report': Value('int64'), 'policy_age_days': Value('int64'), 'witnesses': Value('int64'), 'dashcam': Value('bool'), 'police_report': Value('bool'), 'time_of_loss': Value('string'), 'is_fraud': Value('bool'), 'property_type': Value('string'), 'property_age_years': Value('int64'), 'rebuild_value': Value('int64'), 'contents_value': Value('int64'), 'heating_type': Value('string'), 'flood_risk_zone': Value('string'), 'subsidence_history': Value('string'), 'alarm_installed': Value('bool'), 'locks_bs3621': Value('bool'), 'has_cctv': Value('bool'), 'loss_adjuster_appointed': Value('bool'), 'unoccupied_30_days': Value('bool'), 'claimant_age': Value('int64'), 'claimant_gender': Value('string'), 'injury_type': Value('string'), 'injury_severity': Value('string'), 'solicitor_costs': Value('float64'), 'medical_costs': Value('float64'), 'solicitor_involved': Value('bool'), 'independent_witness': Value('bool'), 'medical_evidence_delay_days': Value('int64'), 'cctv_available': Value('bool')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1925, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
claim_id string | lob string | insurer string | region string | postcode_prefix string | inception_date timestamp[s] | loss_date timestamp[s] | report_date timestamp[s] | settlement_date string | claim_type string | claim_status string | driver_age int64 | driver_gender string | occupation string | years_driving int64 | years_ncd int64 | vehicle_make string | vehicle_model string | vehicle_year int64 | vehicle_value int64 | fuel_type string | annual_mileage int64 | premium float64 | voluntary_excess int64 | compulsory_excess int64 | reserve_amount int64 | claim_amount float64 | recovery_amount float64 | previous_claims_3y int64 | days_to_report int64 | policy_age_days int64 | witnesses int64 | dashcam bool | police_report bool | time_of_loss string | is_fraud bool | property_type string | property_age_years int64 | rebuild_value int64 | contents_value int64 | heating_type string | flood_risk_zone string | subsidence_history string | alarm_installed bool | locks_bs3621 bool | has_cctv bool | loss_adjuster_appointed bool | unoccupied_30_days bool | claimant_age int64 | claimant_gender string | injury_type string | injury_severity string | solicitor_costs float64 | medical_costs float64 | solicitor_involved bool | independent_witness bool | medical_evidence_delay_days int64 | cctv_available bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
MTR-005103 | Motor | Hiscox | London | SW1A | 2024-08-03T00:00:00 | 2024-10-27T00:00:00 | 2024-10-28T00:00:00 | 2024-11-29 | Theft from vehicle | Settled | 59 | M | Manager | 34 | 12 | Vauxhall | Mokka | 2,018 | 13,494 | Plug-in Hybrid | 8,000 | 2,023.44 | 0 | 350 | 11,753 | 15,213.65 | 0 | 0 | 2 | 868 | 0 | false | true | 20:19 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-004854 | Property | NFU Mutual | North East | TS | 2025-05-18T00:00:00 | 2025-08-25T00:00:00 | 2025-08-29T00:00:00 | Accidental damage — spillage on carpet | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,460.87 | 500 | 100 | 52,724 | 72,963.29 | 0 | 1 | 3 | 949 | null | null | null | null | false | Converted Flat | 50 | 463,063 | 125,911 | Heat Pump | Low | Historic – resolved | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
MTR-019363 | Motor | LV= General Insurance | South East | RH | 2025-06-18T00:00:00 | 2025-06-21T00:00:00 | 2025-07-03T00:00:00 | 2025-09-13 | Third party bodily injury | Settled | 22 | F | Civil Servant | 5 | 0 | BMW | X3 | 2,018 | 33,004 | Electric | 10,000 | 3,101.65 | 500 | 250 | 30,732 | 23,914.32 | 0 | 0 | 2 | 897 | 2 | false | true | 09:52 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-010541 | Property | QBE European | South West | BA | 2023-06-07T00:00:00 | 2025-09-30T00:00:00 | 2025-10-11T00:00:00 | Flood damage to contents | Declined | null | null | null | null | null | null | null | null | null | null | null | 790.56 | 250 | 250 | 10,824 | 6,962.11 | 0 | 0 | 5 | 385 | null | null | null | null | false | Flat | 194 | 314,144 | 132,751 | Heat Pump | High | No | true | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
PRP-009430 | Property | Argenta Syndicate | East Anglia | CB | 2024-12-26T00:00:00 | 2026-03-05T00:00:00 | 2026-03-07T00:00:00 | Fire damage | Declined | null | null | null | null | null | null | null | null | null | null | null | 487.98 | 250 | 100 | 10,686 | 6,461.56 | 0 | 0 | 7 | 561 | null | null | null | null | false | Flat | 150 | 180,920 | 130,149 | LPG | Negligible | Active | false | false | true | false | false | null | null | null | null | null | null | null | null | null | null | |
PRP-014748 | Property | MS Amlin | Scotland | PA | 2023-08-18T00:00:00 | 2025-03-08T00:00:00 | 2025-03-19T00:00:00 | Storm damage — roof tiles | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,412.66 | 100 | 250 | 46,860 | 191,733.24 | 0 | 3 | 24 | 33 | null | null | null | null | true | Bungalow | 5 | 623,181 | 121,661 | Heat Pump | Low | Historic – resolved | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-006985 | Liability | Direct Line Group | Scotland | AB | 2024-07-17T00:00:00 | 2025-03-17T00:00:00 | 2025-03-19T00:00:00 | Fall from height | Declined | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 205,356 | 178,915.03 | null | 2 | 11 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 75 | F | Soft tissue | Serious | 0 | 19,509.05 | false | false | 5 | true | |
MTR-015007 | Motor | Brit Insurance | Wales | LD | 2025-07-23T00:00:00 | 2025-11-27T00:00:00 | 2025-11-28T00:00:00 | 2025-12-28 | Flood damage to vehicle | Settled | 60 | F | Student | 39 | 9 | Mercedes | A-Class | 2,012 | 53,758 | Diesel | 12,000 | 2,428.96 | 250 | 150 | 17,852 | 16,050.91 | 830.56 | 1 | 2 | 621 | 1 | false | true | 12:46 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
LBL-004454 | Liability | MS Amlin | South West | DT | 2026-01-06T00:00:00 | 2026-03-26T00:00:00 | 2026-04-20T00:00:00 | Manual handling injury | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 39,186 | 42,522.38 | null | 0 | 7 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 52 | F | Whiplash | Moderate | 0 | 4,838.32 | false | false | 3 | false | |
PRP-007631 | Property | Admiral | East Anglia | CM | 2025-10-04T00:00:00 | 2025-10-11T00:00:00 | 2025-10-15T00:00:00 | Accidental damage — spillage on carpet | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,525.52 | 0 | 250 | 57,771 | 57,617.25 | 0 | 0 | 5 | 1,147 | null | null | null | null | false | Bungalow | 116 | 323,051 | 102,588 | Electric | Low | No | false | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-005662 | Motor | NFU Mutual | North East | HU | 2024-08-22T00:00:00 | 2025-04-13T00:00:00 | 2025-04-16T00:00:00 | 2025-06-29 | Fire damage | Settled | 44 | M | Teacher | 25 | 1 | BMW | X3 | 2,019 | 63,756 | Electric | 20,000 | 1,015.93 | 100 | 350 | 1,735 | 1,111.86 | 0 | 0 | 7 | 387 | 2 | false | true | 11:01 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-003784 | Property | AXA UK | Midlands | DY | 2025-04-22T00:00:00 | 2025-12-07T00:00:00 | 2025-12-09T00:00:00 | Flood damage to contents | Settled | null | null | null | null | null | null | null | null | null | null | null | 766.75 | 500 | 250 | 73,934 | 46,946.23 | 0 | 0 | 0 | 1,729 | null | null | null | null | false | Terraced | 9 | 686,587 | 142,205 | Electric | High | No | true | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-002705 | Motor | QBE European | South West | TA | 2025-08-16T00:00:00 | 2026-02-04T00:00:00 | 2026-02-12T00:00:00 | 2026-02-27 | Third party property damage | Settled | 78 | F | Mechanic | 57 | 19 | Ford | Kuga | 2,018 | 47,530 | Electric | 15,000 | 3,236.24 | 750 | 150 | 31,739 | 28,224.49 | 10,928.71 | 0 | 5 | 137 | 0 | false | true | 08:10 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-005129 | Motor | Tokio Marine Kiln | North West | SK | 2025-10-17T00:00:00 | 2026-03-24T00:00:00 | 2026-03-24T00:00:00 | 2026-04-24 | Flood damage to vehicle | Settled | 78 | M | Mechanic | 59 | 9 | Peugeot | 3008 | 2,023 | 3,090 | Electric | 5,000 | 1,276.91 | 750 | 350 | 22,366 | 13,054.59 | 371.42 | 1 | 0 | 63 | 2 | false | false | 21:50 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-003562 | Motor | NFU Mutual | North West | WA | 2025-03-14T00:00:00 | 2025-05-08T00:00:00 | 2025-05-13T00:00:00 | Personal injury — whiplash | Open | 39 | M | Accountant | 14 | 6 | Renault | Captur | 2,023 | 37,379 | Petrol | 8,000 | 3,410.64 | 500 | 250 | 10,280 | 6,381.57 | 0 | 0 | 7 | 767 | 1 | false | true | 20:28 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-021630 | Motor | AXA UK | North West | L | 2023-08-14T00:00:00 | 2024-04-07T00:00:00 | 2024-04-19T00:00:00 | Personal injury — whiplash | Declined | 75 | M | Nurse | 51 | 3 | Vauxhall | Mokka | 2,020 | 54,928 | Hybrid | 20,000 | 2,916.54 | 750 | 350 | 5,350 | 5,272.68 | 0 | 0 | 5 | 402 | 1 | false | true | 08:46 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
LBL-000029 | Liability | Hiscox | North East | NE | 2025-05-26T00:00:00 | 2025-11-13T00:00:00 | 2025-11-23T00:00:00 | Product liability — defective goods | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 126,487 | 138,232.05 | null | 1 | 8 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 18 | F | Psychological | Catastrophic | 0 | 4,157.36 | false | false | 14 | false | |
PRP-014071 | Property | LV= General Insurance | Wales | LL | 2024-04-29T00:00:00 | 2024-07-30T00:00:00 | 2024-08-09T00:00:00 | Accidental damage — spillage on carpet | Reserved | null | null | null | null | null | null | null | null | null | null | null | 2,179.93 | 250 | 250 | 16,096 | 62,216.43 | 0 | 5 | 24 | 20 | null | null | null | null | true | Converted Flat | 155 | 179,019 | 23,426 | LPG | Medium | Active | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-011003 | Property | Admiral | Scotland | G | 2025-10-16T00:00:00 | 2026-03-31T00:00:00 | 2026-04-14T00:00:00 | Fire damage to contents | Open | null | null | null | null | null | null | null | null | null | null | null | 902.66 | 0 | 100 | 57,216 | 47,632.14 | 0 | 0 | 2 | 530 | null | null | null | null | false | Semi-detached | 113 | 440,884 | 28,831 | LPG | High | Historic – resolved | true | true | false | true | true | null | null | null | null | null | null | null | null | null | null | |
PRP-008689 | Property | Zurich UK | Wales | NP | 2025-04-17T00:00:00 | 2025-05-20T00:00:00 | 2025-05-25T00:00:00 | Storm damage — roof tiles | Reserved | null | null | null | null | null | null | null | null | null | null | null | 577.36 | 500 | 250 | 64,880 | 84,370.03 | 0 | 1 | 3 | 1,806 | null | null | null | null | false | Terraced | 188 | 417,468 | 85,188 | Oil | Negligible | Historic – resolved | false | false | true | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-014008 | Motor | Admiral | Northern Ireland | BT | 2025-02-28T00:00:00 | 2026-01-04T00:00:00 | 2026-01-16T00:00:00 | 2026-04-17 | Theft of vehicle | Settled | 56 | M | Accountant | 39 | 8 | Mercedes | A-Class | 2,012 | 33,807 | Petrol | 20,000 | 3,032.48 | 100 | 350 | 7,623 | 6,150.85 | 0 | 0 | 5 | 824 | 2 | true | true | 21:07 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-022312 | Motor | LV= General Insurance | Midlands | WS | 2025-06-18T00:00:00 | 2025-08-17T00:00:00 | 2025-08-21T00:00:00 | 2025-09-17 | Fire damage | Settled | 35 | M | Architect | 11 | 10 | Tesla | Model Y | 2,022 | 39,151 | Electric | 10,000 | 2,625.5 | 750 | 150 | 31,900 | 38,401.35 | 0 | 1 | 3 | 830 | 1 | true | true | 07:19 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-003884 | Motor | Aviva | Wales | NP | 2024-05-29T00:00:00 | 2024-12-26T00:00:00 | 2025-01-09T00:00:00 | Fire damage | Declined | 28 | M | Student | 11 | 4 | BMW | X3 | 2,021 | 17,875 | Petrol | 10,000 | 2,037.42 | 250 | 250 | 11,328 | 8,552.57 | 0 | 0 | 0 | 984 | 1 | false | true | 18:18 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-018295 | Motor | Brit Insurance | North West | BL | 2024-11-25T00:00:00 | 2025-04-03T00:00:00 | 2025-04-16T00:00:00 | 2025-06-05 | Theft of vehicle | Settled | 26 | M | Electrician | 9 | 6 | Kia | Niro | 2,014 | 25,949 | Petrol | 10,000 | 1,180.34 | 750 | 150 | 31,754 | 21,051.08 | 160.85 | 0 | 4 | 49 | 1 | true | false | 11:15 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
LBL-004707 | Liability | Chaucer | Yorkshire | LS | 2025-12-15T00:00:00 | 2026-02-18T00:00:00 | 2026-03-20T00:00:00 | Advertising injury | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 43,670 | 57,992.33 | null | 0 | 11 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 40 | F | Burns | Serious | 11,445.1 | 6,432.59 | true | true | 3 | true | |
MTR-008635 | Motor | NFU Mutual | Northern Ireland | BT | 2025-04-11T00:00:00 | 2026-01-28T00:00:00 | 2026-02-09T00:00:00 | Flood damage to vehicle | Reserved | 49 | M | Pharmacist | 27 | 17 | Vauxhall | Grandland | 2,013 | 10,886 | Electric | 10,000 | 547.97 | 100 | 150 | 27,960 | 16,436.77 | 7,691.14 | 1 | 4 | 453 | 0 | false | false | 09:26 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
PRP-002939 | Property | NFU Mutual | East Anglia | PE | 2024-07-29T00:00:00 | 2025-05-07T00:00:00 | 2025-05-14T00:00:00 | Heave | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,702.2 | 500 | 100 | 78,949 | 86,883.9 | 0 | 1 | 0 | 225 | null | null | null | null | false | Semi-detached | 120 | 646,233 | 74,717 | LPG | Medium | No | true | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-011187 | Motor | Zurich UK | South West | BA | 2024-05-11T00:00:00 | 2024-10-03T00:00:00 | 2024-10-05T00:00:00 | Fire damage | Settled | 18 | F | Nurse | 0 | 0 | BMW | 1 Series | 2,021 | 61,019 | Petrol | 8,000 | 814.52 | 100 | 350 | 35,223 | 22,796.96 | 0 | 0 | 0 | 703 | 1 | true | false | 18:44 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-007412 | Motor | Admiral | South West | BA | 2025-06-21T00:00:00 | 2025-06-26T00:00:00 | 2025-07-05T00:00:00 | 2025-09-13 | Third party bodily injury | Settled | 22 | F | Farmer | 2 | 1 | Nissan | Juke | 2,015 | 50,709 | Hybrid | 8,000 | 1,360.09 | 750 | 250 | 10,024 | 8,167.73 | 3,211.6 | 1 | 4 | 473 | 0 | false | false | 20:41 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-009419 | Property | Zurich UK | Northern Ireland | BT | 2023-09-16T00:00:00 | 2023-11-04T00:00:00 | 2023-11-06T00:00:00 | Fire damage | Open | null | null | null | null | null | null | null | null | null | null | null | 1,690.94 | 500 | 250 | 48,439 | 65,358.21 | 0 | 0 | 5 | 766 | null | null | null | null | false | Converted Flat | 11 | 620,655 | 32,647 | Electric | Low | Historic – resolved | false | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-006816 | Liability | Argenta Syndicate | North East | HU | 2025-01-06T00:00:00 | 2025-02-28T00:00:00 | 2025-03-27T00:00:00 | Manual handling injury | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7,556 | 8,117.81 | null | 2 | 3 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 41 | M | Burns | Catastrophic | 5,094.62 | 20,887.43 | true | false | 2 | false | |
MTR-002160 | Motor | LV= General Insurance | Scotland | IV | 2023-12-04T00:00:00 | 2024-07-12T00:00:00 | 2024-07-16T00:00:00 | Accidental damage — single vehicle (e.g., hit kerb, post) | Declined | 20 | F | Doctor | 0 | 0 | Toyota | Yaris | 2,022 | 31,827 | Plug-in Hybrid | 10,000 | 1,467.13 | 250 | 350 | 29,110 | 23,786.87 | 0 | 1 | 1 | 750 | 0 | false | false | 21:59 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-024328 | Motor | Brit Insurance | Yorkshire | HX | 2025-05-25T00:00:00 | 2025-12-01T00:00:00 | 2025-12-08T00:00:00 | 2026-03-07 | Theft from vehicle | Settled | 46 | F | Journalist | 29 | 16 | Toyota | C-HR | 2,015 | 44,258 | Petrol | 8,000 | 2,461.14 | 0 | 350 | 38,336 | 65,638.75 | 27,464.78 | 5 | 11 | 56 | 0 | false | false | 22:05 | true | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-013216 | Property | Tokio Marine Kiln | Wales | NP | 2024-11-05T00:00:00 | 2025-05-14T00:00:00 | 2025-05-21T00:00:00 | Flood damage | Settled | null | null | null | null | null | null | null | null | null | null | null | 899.95 | 0 | 250 | 79,631 | 66,685.88 | 0 | 0 | 3 | 1,258 | null | null | null | null | false | Detached | 168 | 273,130 | 34,942 | Electric | Negligible | Active | true | false | false | true | false | null | null | null | null | null | null | null | null | null | null | |
MTR-001662 | Motor | Chaucer | South East | PO | 2024-11-24T00:00:00 | 2025-07-11T00:00:00 | 2025-07-14T00:00:00 | 2025-09-06 | Theft of vehicle | Settled | 29 | M | Architect | 10 | 0 | Toyota | RAV4 | 2,023 | 42,023 | Plug-in Hybrid | 5,000 | 1,417.63 | 500 | 150 | 22,535 | 22,518.24 | 4,099.39 | 1 | 4 | 297 | 1 | false | false | 08:45 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-002333 | Property | Direct Line Group | Midlands | WV | 2026-01-19T00:00:00 | 2026-02-27T00:00:00 | 2026-03-10T00:00:00 | Impact damage — vehicle into property | Open | null | null | null | null | null | null | null | null | null | null | null | 2,226.74 | 500 | 250 | 20,684 | 15,173.12 | 0 | 0 | 4 | 428 | null | null | null | null | false | Semi-detached | 20 | 228,627 | 80,586 | LPG | High | No | true | true | true | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-007150 | Liability | LV= General Insurance | Midlands | CV | 2025-06-25T00:00:00 | 2025-10-22T00:00:00 | 2025-11-17T00:00:00 | Professional negligence | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 114,828 | 142,554.91 | null | 2 | 7 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 61 | F | Soft tissue | Minor | 0 | 21,974.5 | false | true | 7 | false | |
MTR-017771 | Motor | Chaucer | Yorkshire | BD | 2024-06-19T00:00:00 | 2024-10-03T00:00:00 | 2024-10-11T00:00:00 | 2025-01-22 | Fire damage | Settled | 36 | F | Chef | 11 | 14 | Renault | Megane E-Tech | 2,017 | 16,890 | Hybrid | 12,000 | 3,250.48 | 750 | 250 | 31,328 | 20,557.45 | 0 | 0 | 5 | 260 | 2 | false | true | 21:53 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-014986 | Property | Brit Insurance | Scotland | IV | 2023-06-10T00:00:00 | 2025-03-05T00:00:00 | 2025-03-06T00:00:00 | Freezer contents (power failure) | Open | null | null | null | null | null | null | null | null | null | null | null | 1,904.08 | 100 | 250 | 25,936 | 108,562.73 | 0 | 3 | 45 | 57 | null | null | null | null | true | Terraced | 196 | 769,477 | 91,035 | Heat Pump | Medium | Active | false | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-001982 | Property | AXA UK | Midlands | CV | 2023-12-18T00:00:00 | 2026-01-13T00:00:00 | 2026-01-21T00:00:00 | Freezer contents (power failure) | Reserved | null | null | null | null | null | null | null | null | null | null | null | 2,187.86 | 100 | 100 | 72,912 | 100,638.57 | 0 | 0 | 7 | 476 | null | null | null | null | false | Flat | 115 | 791,318 | 31,931 | Electric | Negligible | Historic – resolved | true | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-007945 | Motor | AXA UK | Scotland | EH | 2023-06-05T00:00:00 | 2023-12-22T00:00:00 | 2023-12-24T00:00:00 | 2024-04-02 | Theft of vehicle | Settled | 75 | F | Student | 55 | 8 | Tesla | Model Y | 2,017 | 23,574 | Petrol | 15,000 | 1,066.23 | 750 | 150 | 25,520 | 26,568.88 | 0 | 0 | 4 | 545 | 1 | false | true | 13:11 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-004277 | Property | RSA Insurance | North East | NE | 2024-07-30T00:00:00 | 2025-06-04T00:00:00 | 2025-06-17T00:00:00 | Freezer contents (power failure) | Settled | null | null | null | null | null | null | null | null | null | null | null | 908.18 | 250 | 250 | 63,506 | 48,365.53 | 0 | 1 | 2 | 364 | null | null | null | null | false | Terraced | 102 | 306,604 | 86,563 | Gas Central | Low | Active | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-002987 | Property | RSA Insurance | Northern Ireland | BT | 2023-04-22T00:00:00 | 2025-08-25T00:00:00 | 2025-08-29T00:00:00 | Loss of jewellery | Open | null | null | null | null | null | null | null | null | null | null | null | 491.33 | 100 | 250 | 64,705 | 47,028.22 | 0 | 0 | 6 | 401 | null | null | null | null | false | Semi-detached | 77 | 797,849 | 72,231 | Oil | Low | Active | true | true | true | false | false | null | null | null | null | null | null | null | null | null | null | |
PRP-004882 | Property | Chaucer | East Anglia | CB | 2025-12-24T00:00:00 | 2026-01-07T00:00:00 | 2026-01-10T00:00:00 | Subsidence | Settled | null | null | null | null | null | null | null | null | null | null | null | 692.24 | 500 | 250 | 57,686 | 75,026.78 | 0 | 0 | 0 | 1,176 | null | null | null | null | false | Bungalow | 109 | 536,692 | 91,033 | Heat Pump | Low | No | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-014765 | Property | Argenta Syndicate | London | WC1A | 2024-02-18T00:00:00 | 2024-03-12T00:00:00 | 2024-03-24T00:00:00 | Impact damage — vehicle into property | Declined | null | null | null | null | null | null | null | null | null | null | null | 2,282.3 | 250 | 100 | 38,610 | 126,253.16 | 0 | 4 | 35 | 42 | null | null | null | null | true | Converted Flat | 31 | 496,028 | 93,666 | Electric | High | No | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
MTR-012122 | Motor | Beazley | Midlands | DY | 2025-10-23T00:00:00 | 2025-12-05T00:00:00 | 2025-12-08T00:00:00 | 2026-01-18 | Theft of vehicle | Settled | 63 | M | Journalist | 41 | 5 | BMW | X3 | 2,023 | 49,506 | Petrol | 8,000 | 2,450.22 | 500 | 150 | 22,751 | 22,981.16 | 0 | 1 | 5 | 528 | 0 | true | false | 13:37 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-001012 | Motor | Argenta Syndicate | Scotland | AB | 2023-08-08T00:00:00 | 2025-09-25T00:00:00 | 2025-09-26T00:00:00 | 2025-11-25 | Third party bodily injury | Settled | 23 | M | Mechanic | 3 | 5 | Kia | Picanto | 2,021 | 59,694 | Plug-in Hybrid | 15,000 | 2,948.68 | 750 | 250 | 10,489 | 12,335.53 | 0 | 0 | 7 | 851 | 2 | true | true | 15:02 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-011441 | Property | Direct Line Group | Wales | NP | 2023-09-12T00:00:00 | 2025-12-28T00:00:00 | 2026-01-11T00:00:00 | Flood damage | Open | null | null | null | null | null | null | null | null | null | null | null | 2,241.16 | 500 | 100 | 67,421 | 44,442.81 | 0 | 0 | 5 | 157 | null | null | null | null | false | Bungalow | 73 | 259,326 | 100,645 | Heat Pump | Low | Active | false | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
PRP-002163 | Property | Zurich UK | South East | TN | 2024-05-18T00:00:00 | 2025-04-08T00:00:00 | 2025-04-11T00:00:00 | Storm damage — roof tiles | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,347.4 | 500 | 250 | 39,345 | 36,367.47 | 0 | 0 | 5 | 1,205 | null | null | null | null | false | Semi-detached | 35 | 533,035 | 29,929 | LPG | Low | Active | false | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-005564 | Liability | Argenta Syndicate | Northern Ireland | BT | 2025-09-12T00:00:00 | 2026-02-11T00:00:00 | 2026-02-12T00:00:00 | Work-related stress claim | Declined | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 49,313 | 29,031.16 | null | 1 | 12 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 78 | F | Fracture | Moderate | 0 | 433.44 | false | true | 14 | false | |
PRP-005467 | Property | Argenta Syndicate | South East | ME | 2024-03-11T00:00:00 | 2026-01-25T00:00:00 | 2026-01-30T00:00:00 | Subsidence | Reserved | null | null | null | null | null | null | null | null | null | null | null | 1,156.89 | 500 | 100 | 44,945 | 36,480.38 | 0 | 0 | 5 | 203 | null | null | null | null | false | Converted Flat | 132 | 199,576 | 27,608 | Oil | Medium | Historic – resolved | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-007543 | Liability | RSA Insurance | Wales | NP | 2024-11-14T00:00:00 | 2025-03-17T00:00:00 | 2025-03-20T00:00:00 | Fall from height | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 146,094 | 156,076.48 | null | 0 | 1 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 40 | M | Psychological | Serious | 0 | 16,096.47 | false | false | 9 | false | |
LBL-006373 | Liability | LV= General Insurance | South West | GL | 2023-06-08T00:00:00 | 2024-07-20T00:00:00 | 2024-08-10T00:00:00 | Machinery accident | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 35,627 | 39,062.34 | null | 2 | 11 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 56 | M | Back strain | Serious | 14,318.39 | 14,462.57 | true | true | 15 | false | |
MTR-007790 | Motor | Canopius | London | N1 | 2024-07-05T00:00:00 | 2025-10-22T00:00:00 | 2025-10-24T00:00:00 | 2026-01-09 | Fire damage | Settled | 58 | F | Sales Executive | 34 | 9 | Hyundai | i20 | 2,012 | 41,545 | Petrol | 5,000 | 3,460.62 | 0 | 150 | 24,010 | 28,430.11 | 0 | 0 | 6 | 455 | 1 | true | true | 17:47 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-005971 | Property | MS Amlin | Northern Ireland | BT | 2024-09-17T00:00:00 | 2025-11-23T00:00:00 | 2025-11-26T00:00:00 | Flood damage to contents | Settled | null | null | null | null | null | null | null | null | null | null | null | 761.27 | 0 | 250 | 78,803 | 50,966.43 | 0 | 0 | 3 | 959 | null | null | null | null | false | Flat | 61 | 268,004 | 87,342 | Oil | Negligible | Historic – resolved | true | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-009645 | Liability | NFU Mutual | East Anglia | CO | 2025-06-04T00:00:00 | 2025-11-14T00:00:00 | 2025-12-04T00:00:00 | Slip/trip/fall at workplace | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 203,305 | 431,227.86 | null | 7 | 20 | null | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | null | 68 | F | Whiplash | Serious | 8,213.8 | 20,664.4 | true | false | 55 | false | |
LBL-003293 | Liability | Hiscox | South East | BN | 2024-05-03T00:00:00 | 2025-12-18T00:00:00 | 2026-01-17T00:00:00 | Data breach liability | Reserved | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 114,302 | 101,961.39 | null | 1 | 13 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 49 | M | Soft tissue | Moderate | 9,435.69 | 24,243.25 | true | false | 18 | false | |
PRP-014507 | Property | QBE European | South West | BA | 2024-04-13T00:00:00 | 2025-05-15T00:00:00 | 2025-05-23T00:00:00 | Fire damage to contents | Open | null | null | null | null | null | null | null | null | null | null | null | 1,990.72 | 0 | 250 | 8,568 | 22,218.73 | 0 | 3 | 16 | 45 | null | null | null | null | true | Detached | 161 | 182,234 | 58,997 | Gas Central | Low | Historic – resolved | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
MTR-004285 | Motor | RSA Insurance | South East | SO | 2024-07-25T00:00:00 | 2025-01-17T00:00:00 | 2025-01-25T00:00:00 | 2025-03-02 | Accidental damage — single vehicle (e.g., hit kerb, post) | Settled | 63 | M | Farmer | 39 | 17 | Ford | Kuga | 2,025 | 44,803 | Electric | 10,000 | 2,852.25 | 0 | 350 | 38,086 | 41,909.17 | 6,545.98 | 0 | 4 | 810 | 2 | false | true | 15:30 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-014041 | Motor | Ecclesiastical | Northern Ireland | BT | 2024-03-19T00:00:00 | 2025-12-18T00:00:00 | 2025-12-25T00:00:00 | 2026-03-17 | Personal injury — whiplash | Settled | 70 | F | Solicitor | 46 | 3 | Nissan | Juke | 2,016 | 42,378 | Electric | 20,000 | 1,468.46 | 500 | 350 | 26,976 | 30,901.19 | 15,219.14 | 0 | 6 | 647 | 2 | true | true | 12:44 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-004873 | Motor | Canopius | South West | BA | 2025-09-11T00:00:00 | 2026-01-31T00:00:00 | 2026-02-03T00:00:00 | Fire damage | Open | 48 | F | Nurse | 25 | 13 | Nissan | Juke | 2,014 | 63,272 | Petrol | 20,000 | 3,139.02 | 100 | 250 | 5,563 | 5,439.98 | 671.53 | 0 | 3 | 708 | 0 | true | true | 10:01 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-022517 | Motor | MS Amlin | Yorkshire | WF | 2025-10-07T00:00:00 | 2025-12-05T00:00:00 | 2025-12-17T00:00:00 | 2026-03-25 | Theft of vehicle | Settled | 76 | F | Sales Executive | 55 | 13 | Vauxhall | Grandland | 2,012 | 38,548 | Hybrid | 20,000 | 1,843.82 | 750 | 150 | 14,152 | 14,016 | 0 | 0 | 3 | 979 | 0 | true | true | 10:20 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-024837 | Motor | MS Amlin | East Anglia | NR | 2026-01-28T00:00:00 | 2026-03-13T00:00:00 | 2026-03-23T00:00:00 | 2026-05-29 | Windscreen damage | Settled | 65 | F | Self-employed | 47 | 3 | Toyota | RAV4 | 2,020 | 47,022 | Diesel | 20,000 | 1,874.25 | 0 | 250 | 13,899 | 38,552.03 | 3,037.93 | 6 | 26 | 14 | 0 | false | false | 22:04 | true | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-011503 | Property | Aviva | Scotland | AB | 2024-12-17T00:00:00 | 2025-05-07T00:00:00 | 2025-05-07T00:00:00 | Flood damage | Reserved | null | null | null | null | null | null | null | null | null | null | null | 1,205.5 | 100 | 100 | 72,313 | 95,133.9 | 0 | 1 | 1 | 646 | null | null | null | null | false | Detached | 80 | 425,822 | 89,679 | Gas Central | Medium | Historic – resolved | true | true | true | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-003228 | Liability | MS Amlin | Northern Ireland | BT | 2025-11-21T00:00:00 | 2026-02-19T00:00:00 | 2026-02-26T00:00:00 | Repetitive strain injury | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 95,017 | 89,685.85 | null | 0 | 4 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 63 | F | Soft tissue | Minor | 0 | 17,349.83 | false | true | 8 | false | |
PRP-009476 | Property | Chaucer | North East | SR | 2023-06-22T00:00:00 | 2024-01-22T00:00:00 | 2024-01-23T00:00:00 | Fire damage | Open | null | null | null | null | null | null | null | null | null | null | null | 345.35 | 250 | 250 | 12,381 | 12,668.45 | 0 | 0 | 1 | 314 | null | null | null | null | false | Semi-detached | 102 | 596,952 | 30,722 | Electric | High | Active | true | false | true | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-010729 | Motor | Covéa Insurance | Northern Ireland | BT | 2025-02-19T00:00:00 | 2026-01-02T00:00:00 | 2026-01-07T00:00:00 | Personal injury — whiplash | Open | 28 | M | Nurse | 4 | 3 | Renault | Captur | 2,021 | 40,209 | Electric | 15,000 | 3,223.13 | 250 | 350 | 36,371 | 32,615.45 | 0 | 1 | 5 | 165 | 0 | false | true | 15:33 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
PRP-005677 | Property | MS Amlin | North West | CH | 2025-08-18T00:00:00 | 2026-01-22T00:00:00 | 2026-01-28T00:00:00 | Theft — burglary | Declined | null | null | null | null | null | null | null | null | null | null | null | 1,362.02 | 0 | 250 | 65,666 | 63,877.37 | 0 | 0 | 3 | 1,795 | null | null | null | null | false | Converted Flat | 125 | 570,846 | 112,371 | LPG | Low | Historic – resolved | false | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-000525 | Motor | MS Amlin | Wales | SY | 2024-09-18T00:00:00 | 2025-06-10T00:00:00 | 2025-06-20T00:00:00 | 2025-07-31 | Accidental damage — collision with another vehicle | Settled | 75 | M | Civil Servant | 56 | 0 | Vauxhall | Astra | 2,020 | 19,862 | Hybrid | 15,000 | 1,120.72 | 500 | 150 | 30,466 | 31,911.29 | 0 | 0 | 6 | 110 | 1 | false | true | 14:00 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-007125 | Property | Argenta Syndicate | Scotland | DD | 2025-03-17T00:00:00 | 2025-06-19T00:00:00 | 2025-06-20T00:00:00 | Storm damage — roof tiles | Reserved | null | null | null | null | null | null | null | null | null | null | null | 2,052.7 | 500 | 250 | 77,657 | 106,430.97 | 0 | 2 | 0 | 573 | null | null | null | null | false | Terraced | 44 | 416,556 | 73,914 | LPG | High | Active | false | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-004485 | Liability | LV= General Insurance | Scotland | AB | 2025-10-12T00:00:00 | 2025-10-20T00:00:00 | 2025-10-23T00:00:00 | Professional negligence | Declined | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 127,756 | 146,253.09 | null | 1 | 8 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 39 | F | Back strain | Serious | 4,169.93 | 23,688.64 | true | true | 21 | false | |
LBL-009914 | Liability | Hiscox | South East | GU | 2025-02-16T00:00:00 | 2025-04-02T00:00:00 | 2025-04-11T00:00:00 | Fall from height | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 240,886 | 686,420.75 | null | 4 | 39 | null | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | null | 61 | F | Head injury | Moderate | 3,946.57 | 9,263.27 | true | false | 73 | true | |
PRP-009712 | Property | Hiscox | Wales | NP | 2024-09-30T00:00:00 | 2025-11-29T00:00:00 | 2025-12-03T00:00:00 | Freezer contents (power failure) | Settled | null | null | null | null | null | null | null | null | null | null | null | 2,152.92 | 100 | 250 | 70,783 | 55,330.36 | 0 | 0 | 7 | 450 | null | null | null | null | false | Flat | 127 | 742,553 | 73,761 | Heat Pump | High | Historic – resolved | true | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-004967 | Liability | Brit Insurance | Scotland | KY | 2025-08-23T00:00:00 | 2025-10-13T00:00:00 | 2025-11-10T00:00:00 | Advertising injury | Settled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 137,159 | 123,176.73 | null | 1 | 8 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 53 | F | Multiple | Serious | 0 | 1,419.24 | false | false | 11 | true | |
MTR-021662 | Motor | Hiscox | Yorkshire | LS | 2025-01-19T00:00:00 | 2025-03-25T00:00:00 | 2025-04-08T00:00:00 | Theft from vehicle | Reserved | 70 | F | Journalist | 50 | 18 | Volkswagen | Golf | 2,018 | 5,222 | Petrol | 10,000 | 2,545.5 | 500 | 350 | 8,645 | 11,095.35 | 0 | 1 | 7 | 136 | 2 | false | true | 07:14 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-011027 | Motor | Allianz UK | Scotland | G | 2023-06-26T00:00:00 | 2025-04-16T00:00:00 | 2025-04-26T00:00:00 | 2025-07-08 | Third party property damage | Settled | 28 | F | Architect | 8 | 5 | Toyota | C-HR | 2,024 | 3,695 | Petrol | 8,000 | 1,579.98 | 100 | 150 | 10,528 | 12,145.63 | 0 | 0 | 5 | 653 | 0 | false | true | 14:26 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-005280 | Property | Beazley | North West | M | 2023-04-14T00:00:00 | 2023-08-11T00:00:00 | 2023-08-15T00:00:00 | Subsidence | Declined | null | null | null | null | null | null | null | null | null | null | null | 469.95 | 100 | 250 | 60,933 | 58,304.76 | 0 | 0 | 6 | 1,515 | null | null | null | null | false | Flat | 19 | 247,768 | 32,327 | LPG | Low | No | false | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-008891 | Liability | Tokio Marine Kiln | Midlands | DE | 2025-05-17T00:00:00 | 2025-07-11T00:00:00 | 2025-08-08T00:00:00 | Manual handling injury | Declined | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 76,020 | 80,170.16 | null | 0 | 13 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 61 | F | Whiplash | Catastrophic | 11,430.69 | 19,144.3 | true | false | 14 | false | |
MTR-020245 | Motor | NFU Mutual | East Anglia | NR | 2026-02-02T00:00:00 | 2026-03-30T00:00:00 | 2026-04-01T00:00:00 | Theft of vehicle | Declined | 48 | F | Mechanic | 23 | 9 | Hyundai | i10 | 2,013 | 57,175 | Hybrid | 8,000 | 3,479.62 | 100 | 150 | 33,974 | 24,923.22 | 0 | 0 | 3 | 863 | 1 | false | true | 17:05 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
MTR-002008 | Motor | Brit Insurance | London | N1 | 2025-05-28T00:00:00 | 2026-03-29T00:00:00 | 2026-03-31T00:00:00 | 2026-07-12 | Accidental damage — single vehicle (e.g., hit kerb, post) | Settled | 62 | F | Civil Servant | 42 | 11 | Peugeot | 3008 | 2,023 | 64,218 | Petrol | 8,000 | 1,453.21 | 500 | 150 | 26,980 | 27,673.55 | 0 | 0 | 6 | 632 | 1 | false | true | 10:57 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-013980 | Motor | Ecclesiastical | Yorkshire | WF | 2025-04-28T00:00:00 | 2025-10-07T00:00:00 | 2025-10-20T00:00:00 | 2025-11-27 | Flood damage to vehicle | Settled | 66 | F | Software Engineer | 43 | 12 | BMW | iX | 2,017 | 56,107 | Petrol | 15,000 | 970.76 | 500 | 250 | 37,524 | 28,299.5 | 4,065.38 | 0 | 6 | 719 | 0 | true | false | 08:57 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-009117 | Property | Ageas UK | Northern Ireland | BT | 2024-01-25T00:00:00 | 2025-03-10T00:00:00 | 2025-03-23T00:00:00 | Flood damage to contents | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,241.97 | 0 | 100 | 53,320 | 45,499.44 | 0 | 0 | 0 | 398 | null | null | null | null | false | Detached | 124 | 254,453 | 102,229 | Gas Central | Negligible | Active | false | true | true | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-009080 | Property | Admiral | Northern Ireland | BT | 2023-04-28T00:00:00 | 2025-10-23T00:00:00 | 2025-11-02T00:00:00 | Accidental damage — spillage on carpet | Declined | null | null | null | null | null | null | null | null | null | null | null | 158.48 | 250 | 250 | 19,897 | 12,905.86 | 0 | 0 | 6 | 246 | null | null | null | null | false | Bungalow | 68 | 525,174 | 39,711 | Electric | Negligible | Active | false | false | true | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-008930 | Motor | LV= General Insurance | Yorkshire | HX | 2024-08-12T00:00:00 | 2025-10-14T00:00:00 | 2025-10-16T00:00:00 | 2025-10-25 | Third party property damage | Settled | 62 | F | Student | 38 | 10 | Mercedes | GLC | 2,014 | 59,595 | Plug-in Hybrid | 10,000 | 918.45 | 750 | 250 | 8,709 | 10,015.26 | 0 | 0 | 4 | 959 | 0 | false | false | 21:44 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-006317 | Property | Hiscox | Yorkshire | LS | 2024-02-23T00:00:00 | 2025-04-06T00:00:00 | 2025-04-12T00:00:00 | Accidental damage — broken TV/laptop | Open | null | null | null | null | null | null | null | null | null | null | null | 567.56 | 500 | 250 | 11,038 | 6,781.72 | 0 | 0 | 6 | 1,548 | null | null | null | null | false | Detached | 158 | 272,694 | 127,210 | Heat Pump | Medium | Active | false | false | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-015352 | Motor | Zurich UK | Yorkshire | S | 2025-02-24T00:00:00 | 2025-12-10T00:00:00 | 2025-12-13T00:00:00 | Theft from vehicle | Settled | 23 | F | Journalist | 0 | 2 | Audi | A3 | 2,022 | 10,980 | Electric | 15,000 | 704.79 | 100 | 250 | 18,652 | 23,560.96 | 10,283.6 | 0 | 1 | 415 | 1 | true | false | 11:11 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | |
LBL-003422 | Liability | RSA Insurance | East Anglia | CB | 2024-10-01T00:00:00 | 2025-06-06T00:00:00 | 2025-06-07T00:00:00 | Advertising injury | Reserved | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 32,174 | 22,826.38 | null | 0 | 2 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 60 | F | Psychological | Moderate | 9,357.73 | 6,527.16 | true | true | 11 | false | |
PRP-000553 | Property | RSA Insurance | East Anglia | IP | 2023-10-08T00:00:00 | 2023-11-09T00:00:00 | 2023-11-17T00:00:00 | Freezer contents (power failure) | Settled | null | null | null | null | null | null | null | null | null | null | null | 1,818.54 | 500 | 100 | 30,877 | 19,662.07 | 0 | 1 | 0 | 582 | null | null | null | null | false | Flat | 85 | 257,438 | 52,120 | Heat Pump | High | Active | false | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
LBL-004521 | Liability | AXA UK | Yorkshire | S | 2025-10-10T00:00:00 | 2025-12-11T00:00:00 | 2026-01-09T00:00:00 | Advertising injury | Reserved | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 108,396 | 138,969.13 | null | 0 | 7 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 33 | M | Psychological | Minor | 0 | 11,110.12 | false | true | 16 | false | |
MTR-000030 | Motor | AXA UK | Scotland | EH | 2024-10-24T00:00:00 | 2026-02-26T00:00:00 | 2026-02-27T00:00:00 | 2026-03-23 | Theft of vehicle | Settled | 24 | M | Doctor | 0 | 1 | Kia | EV6 | 2,014 | 43,609 | Plug-in Hybrid | 8,000 | 3,379.7 | 0 | 150 | 3,088 | 2,279.21 | 0 | 1 | 2 | 483 | 1 | false | false | 11:34 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-014277 | Property | Chaucer | Wales | SA | 2025-04-07T00:00:00 | 2025-05-11T00:00:00 | 2025-05-13T00:00:00 | Accidental damage — spillage on carpet | Declined | null | null | null | null | null | null | null | null | null | null | null | 385.38 | 250 | 250 | 53,138 | 188,311.64 | 0 | 4 | 12 | 21 | null | null | null | null | true | Semi-detached | 51 | 404,842 | 104,532 | Electric | Low | Active | true | false | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-008610 | Property | Brit Insurance | East Anglia | CM | 2023-07-30T00:00:00 | 2024-03-30T00:00:00 | 2024-04-09T00:00:00 | Flood damage | Settled | null | null | null | null | null | null | null | null | null | null | null | 2,427.84 | 500 | 250 | 5,292 | 6,622.12 | 0 | 0 | 5 | 1,022 | null | null | null | null | false | Semi-detached | 85 | 497,837 | 77,647 | Heat Pump | Negligible | No | true | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
LBL-006782 | Liability | RSA Insurance | North East | SR | 2026-01-26T00:00:00 | 2026-03-20T00:00:00 | 2026-04-16T00:00:00 | Breach of duty of care | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 187,731 | 263,090.5 | null | 1 | 4 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 69 | F | Back strain | Moderate | 12,887.93 | 10,518.01 | true | false | 21 | false | |
MTR-006642 | Motor | Argenta Syndicate | Northern Ireland | BT | 2025-10-24T00:00:00 | 2026-02-01T00:00:00 | 2026-02-04T00:00:00 | 2026-05-26 | Windscreen damage | Settled | 72 | M | Driver | 50 | 8 | Nissan | Juke | 2,019 | 52,326 | Electric | 8,000 | 2,975.88 | 100 | 250 | 12,593 | 11,929.81 | 0 | 3 | 2 | 532 | 0 | false | true | 07:54 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
MTR-010032 | Motor | Direct Line Group | North East | HU | 2023-06-26T00:00:00 | 2024-04-01T00:00:00 | 2024-04-14T00:00:00 | 2024-05-15 | Theft of vehicle | Settled | 80 | F | Civil Servant | 58 | 0 | Nissan | Qashqai | 2,012 | 22,219 | Petrol | 12,000 | 3,012.93 | 500 | 250 | 6,991 | 7,204.47 | 0 | 1 | 6 | 164 | 1 | true | false | 16:31 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
LBL-003165 | Liability | Hiscox | Midlands | B | 2023-04-21T00:00:00 | 2024-05-09T00:00:00 | 2024-05-27T00:00:00 | Breach of duty of care | Open | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 222,251 | 289,676.24 | null | 1 | 6 | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | 30 | M | Head injury | Minor | 0 | 19,565.29 | false | true | 18 | false | |
MTR-004500 | Motor | Hiscox | Wales | SA | 2024-05-28T00:00:00 | 2024-10-27T00:00:00 | 2024-11-06T00:00:00 | 2025-01-04 | Third party property damage | Settled | 50 | M | Doctor | 28 | 9 | Ford | Puma | 2,013 | 35,528 | Plug-in Hybrid | 12,000 | 562.08 | 0 | 350 | 30,009 | 29,546.11 | 0 | 0 | 5 | 315 | 1 | true | true | 21:19 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
PRP-012457 | Property | Ageas UK | North West | M | 2024-01-27T00:00:00 | 2024-07-11T00:00:00 | 2024-07-24T00:00:00 | Fire damage | Open | null | null | null | null | null | null | null | null | null | null | null | 973.29 | 250 | 100 | 39,170 | 27,105.67 | 0 | 0 | 4 | 955 | null | null | null | null | false | Semi-detached | 2 | 741,924 | 59,913 | Electric | Medium | No | true | true | false | true | false | null | null | null | null | null | null | null | null | null | null | |
PRP-000974 | Property | AXA UK | North East | HU | 2025-03-10T00:00:00 | 2026-02-20T00:00:00 | 2026-02-24T00:00:00 | Fire damage to contents | Declined | null | null | null | null | null | null | null | null | null | null | null | 1,012.73 | 100 | 100 | 55,525 | 56,736.26 | 0 | 1 | 3 | 1,389 | null | null | null | null | false | Detached | 39 | 524,449 | 34,865 | Gas Central | Medium | No | true | true | false | false | false | null | null | null | null | null | null | null | null | null | null | |
MTR-002625 | Motor | RSA Insurance | East Anglia | NR | 2025-04-04T00:00:00 | 2025-11-16T00:00:00 | 2025-11-29T00:00:00 | 2025-12-29 | Personal injury — whiplash | Settled | 52 | M | Sales Executive | 28 | 18 | Hyundai | IONIQ 5 | 2,016 | 6,291 | Electric | 5,000 | 970.49 | 750 | 150 | 24,247 | 26,990.71 | 5,275.56 | 0 | 5 | 329 | 1 | false | false | 09:46 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview.
INSUREOS Training Data — Insurance AI Dataset
Created by Bytical AI — AI agents that run insurance operations.
Dataset Description
A comprehensive synthetic training dataset for UK insurance AI models. Covers six task types across the complete insurance operations lifecycle.
Files
| File | Format | Records | Task | Description |
|---|---|---|---|---|
insurance_sft_10k.jsonl |
JSONL | 10,000 | SFT | Instruction-response pairs for insurance domain QA |
insurance_dpo_5k.jsonl |
JSONL | 5,000 | DPO | Preference pairs (chosen/rejected) for alignment |
insurance_docs_10k.jsonl |
JSONL | 10,000 | Classification | Insurance documents with 12 class labels |
insurance_ner_8k.jsonl |
JSONL | 8,000 | NER | Insurance text with 13 entity types (BIO tagged) |
claims_all_50000.jsonl |
JSONL | 50,000 | Fraud Detection | Tabular claims data (Motor/Property/Liability) |
claims_motor_25000k.csv |
CSV | 25,000 | Fraud/Pricing | Motor insurance claims with 23+ features |
claims_property_15000k.csv |
CSV | 15,000 | Fraud | Property insurance claims with 20+ features |
claims_liability_10000k.csv |
CSV | 10,000 | Fraud | Liability insurance claims with 14+ features |
SFT Data Schema
{
"instruction": "What is the FCA Consumer Duty and how does it affect UK insurers?",
"response": "The FCA Consumer Duty (PS22/9) came into force on 31 July 2023...",
"category": "regulation"
}
DPO Data Schema
{
"prompt": "Explain the role of Lloyd's syndicates in the London market.",
"chosen": "Lloyd's syndicates are the risk-bearing entities within Lloyd's of London...",
"rejected": "Lloyd's is a big insurance company in London..."
}
Document Classification Labels (12 classes)
Policy Schedule, Certificate of Insurance, Claim Form, Loss Adjuster Report, Bordereaux — Premium, Bordereaux — Claims, Endorsement, Renewal Notice, Statement of Fact, FNOL Report, Subrogation Notice, Policy Wording
NER Entity Types (13)
CLAIM_NUMBER, DATE, INSURER, LOB, MGA, MONEY, ORG, PERIL, PERSON, POLICY_NUMBER, POSTCODE, REGULATION, SYNDICATE, VEHICLE
Coverage Topics
- Regulation: FCA Consumer Duty, GDPR, Solvency II, IDD, Senior Managers Regime
- Market: Lloyd's of London, London Market, MGA operations, reinsurance
- Claims: FNOL, triage, reserving, subrogation, fraud indicators
- Underwriting: Risk assessment, pricing factors, exposure management
- Operations: Bordereaux processing, premium collection, policy administration
How to Use
from datasets import load_dataset
# Load SFT data
sft = load_dataset("piyushptiwari/insureos-training-data", data_files="insurance_sft_10k.jsonl")
# Load claims data
claims = load_dataset("piyushptiwari/insureos-training-data", data_files="claims_motor_25000k.csv")
Part of the INSUREOS Model Suite
Built by Bytical AI for training the INSUREOS model family:
- InsureLLM-4B — Insurance domain LLM
- InsureDocClassifier — Document classification
- InsureNER — Named Entity Recognition
- InsureFraudNet — Fraud detection
- InsurePricing — Premium pricing
About Bytical AI
Bytical builds AI agents that run insurance operations — claims automation, underwriting intelligence, digital sales, and core system modernization for insurers across the UK and Europe. Microsoft AI Partner | NVIDIA | Salesforce.
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