
thearnabsarkar/json-semval-minilm-v1
Text Classification
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22.7M
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string"}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "integer"}, "field_3": {"type": "integer"}, "field_4": {"type": "integer"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_3", "field_5"]}
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{"field_0": "val_762", "field_1": "rejected", "field_2": 87, "field_3": 93, "field_4": 9, "field_5": "val_659", "field_0_extra": "val_762"}
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{
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"fix_action": "rename_key",
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "string"}, "field_2": {"type": "number"}, "field_3": {"type": "number"}, "field_4": {"type": "string", "format": "date"}, "field_5": {"type": "string", "enum": ["pending", "approved", "rejected"]}}, "required": ["field_0", "field_1", "field_2", "field_3", "field_4", "field_5"]}
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{"field_0": true, "field_1": "val_646", "field_2": 91.89, "field_3": 97.09, "field_4": "15 Jan 2020", "field_5": "approved"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "integer"}, "field_3": {"type": "boolean"}, "field_4": {"type": "integer"}, "field_5": {"type": "string", "enum": ["pending", "approved", "rejected"]}}, "required": ["field_0", "field_2", "field_4"]}
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{"field_0": "rejected", "field_1": "2015-10-26", "field_2": "twenty", "field_3": false, "field_4": 49, "field_5": "pending"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "string"}, "field_3": {"type": "integer"}, "field_4": {"type": "boolean"}, "field_5": {"type": "boolean"}}, "required": ["field_0", "field_1", "field_2", "field_3"]}
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{"field_0": "2025-09-13", "field_1": "pendng", "field_2": "val_745", "field_3": 86, "field_4": false, "field_5": false}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "boolean"}, "field_2": {"type": "string"}, "field_3": {"type": "integer"}, "field_4": {"type": "boolean"}, "field_5": {"type": "boolean"}}, "required": ["field_0", "field_1", "field_3", "field_4"]}
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{"field_0": "2016-09-09", "field_1": "no", "field_2": "val_436", "field_3": 84, "field_4": true, "field_5": true}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "boolean"}, "field_4": {"type": "boolean"}, "field_5": {"type": "integer"}}, "required": ["field_0", "field_3", "field_5"]}
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{"field_0": 86.55, "field_1": "2021-01-11", "field_2": "pending", "field_3": true, "field_4": false, "field_5": "twenty"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "string"}, "field_2": {"type": "boolean"}, "field_3": {"type": "boolean"}, "field_4": {"type": "number"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_2", "field_3", "field_4", "field_5"]}
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{"field_0": "15 Jan 2020", "field_1": "val_472", "field_2": false, "field_3": true, "field_4": 65.01, "field_5": "val_67"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "integer"}, "field_2": {"type": "number"}, "field_3": {"type": "boolean"}, "field_4": {"type": "boolean"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_1", "field_3", "field_4"]}
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{"field_0": 51.52, "field_1": 39, "field_2": 32.47, "field_3": true, "field_4": "yes", "field_5": "2017-09-14"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "number"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "integer"}, "field_4": {"type": "number"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_1", "field_3", "field_5"]}
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{"field_0": "pendng", "field_1": 7.04, "field_2": "pending", "field_3": 2, "field_4": 13.57, "field_5": "2021-08-01"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_4": {"type": "number"}, "field_5": {"type": "number"}}, "required": ["field_0", "field_1", "field_2", "field_3"]}
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{"field_0": true, "field_1": "pending", "field_2": "15 Jan 2020", "field_3": "rejected", "field_4": 47.23, "field_5": 36.29}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "number"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "number"}, "field_4": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1"]}
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{"field_0": "Y", "field_1": 37.56, "field_2": "pending", "field_3": 23.69, "field_4": "rejected", "field_5": "val_61"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "integer"}, "field_1": {"type": "number"}, "field_2": {"type": "integer"}, "field_3": {"type": "number"}, "field_4": {"type": "string"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_3", "field_4"]}
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{"field_0": 42, "field_1": 0.75, "field_2": 65, "field_3": 42.9, "field_4": "val_884", "field_5": "2019-09-05", "field_4_extra": "val_884"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "boolean"}, "field_3": {"type": "integer"}, "field_4": {"type": "string", "format": "date"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_3", "field_5"]}
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{"field_0": "rejected", "field_1": "approved", "field_2": false, "field_3": 23, "field_4": "15 Jan 2020", "field_5": "2024-08-10"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "string"}, "field_3": {"type": "string", "format": "date"}, "field_4": {"type": "boolean"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_1", "field_2", "field_5"]}
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{"field_0": "pending", "field_1": "2022-09-10", "field_2": "val_192", "field_3": "2015-11-11", "field_4": false, "field_5": "2016-08-09", "field_2_extra": "val_192"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "boolean"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_4": {"type": "integer"}, "field_5": {"type": "number"}}, "required": ["field_0", "field_2", "field_3", "field_4", "field_5"]}
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{"field_0": "rejected", "field_1": false, "field_2": "rejected", "field_3": "pendng", "field_4": 91, "field_5": 6.89}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "string"}, "field_2": {"type": "number"}, "field_3": {"type": "string"}, "field_4": {"type": "integer"}, "field_5": {"type": "string"}}, "required": ["field_2", "field_4"]}
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{"field_0": 33.16, "field_1": "val_732", "field_2": 51.41, "field_3": "val_531", "field_4": 57, "field_5": "val_542", "field_2_extra": 51.41}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string"}, "field_1": {"type": "boolean"}, "field_2": {"type": "boolean"}, "field_3": {"type": "number"}, "field_4": {"type": "boolean"}, "field_5": {"type": "number"}}, "required": ["field_0", "field_1", "field_2", "field_5"]}
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{"field_0": "val_996", "field_1": false, "field_2": "yes", "field_3": 66.8, "field_4": false, "field_5": 16.86}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "number"}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_1", "field_4"]}
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{"field_0": "2021-10-04", "field_1": 75.78, "field_2": "2022-07-10", "field_3": "val_129", "field_4": true, "field_5": "15 Jan 2020"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string"}, "field_2": {"type": "number"}, "field_3": {"type": "string"}, "field_4": {"type": "string"}, "field_5": {"type": "string", "enum": ["pending", "approved", "rejected"]}}, "required": ["field_0", "field_1", "field_3", "field_4", "field_5"]}
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{"field_0": "approved", "field_1": "val_278", "field_2": 89.14, "field_3": "val_115", "field_4": "val_985", "field_5": "rejected", "field_2_extra": 89.14}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string"}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "number"}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "boolean"}}, "required": ["field_0", "field_4", "field_5"]}
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{"field_0": "val_297", "field_1": "pending", "field_2": 24.14, "field_3": "val_182", "field_4": "yes", "field_5": false}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "integer"}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "boolean"}, "field_4": {"type": "string", "format": "date"}, "field_5": {"type": "string", "enum": ["pending", "approved", "rejected"]}}, "required": ["field_0", "field_2", "field_3", "field_4", "field_5"]}
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{"field_0": false, "field_1": "twenty", "field_2": "2016-01-26", "field_3": true, "field_4": "2020-07-02", "field_5": "rejected"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "string"}, "field_3": {"type": "integer"}, "field_4": {"type": "boolean"}, "field_5": {"type": "number"}}, "required": ["field_1", "field_2"]}
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{"field_0": "approved", "field_1": "rejected", "field_2": "val_251", "field_3": 11, "field_4": true, "field_5": 21.97, "field_5_extra": 21.97}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "integer"}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "number"}}, "required": ["field_0", "field_1", "field_4"]}
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{"field_0": "yes", "field_1": 13, "field_2": "2021-06-02", "field_3": "val_580", "field_4": true, "field_5": 29.92}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "integer"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_4": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_5": {"type": "integer"}}, "required": ["field_0", "field_1", "field_2", "field_5"]}
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{"field_0": true, "field_1": 14, "field_2": "rejected", "field_3": "rejected", "field_4": "pendng", "field_5": 36}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string"}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "integer"}, "field_3": {"type": "integer"}, "field_4": {"type": "integer"}, "field_5": {"type": "boolean"}}, "required": ["field_0", "field_2", "field_5"]}
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{"field_0": "val_664", "field_1": "2019-08-26", "field_2": 50, "field_3": 14, "field_4": 66, "field_5": "no"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "integer"}, "field_2": {"type": "integer"}, "field_3": {"type": "boolean"}, "field_4": {"type": "integer"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_2"]}
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{"field_0": "2025-07-23", "field_1": 98, "field_2": 21, "field_3": "Y", "field_4": 93, "field_5": "val_299"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "string"}, "field_2": {"type": "boolean"}, "field_3": {"type": "string"}, "field_4": {"type": "number"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_2", "field_3", "field_5"]}
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{"field_0": "2024-11-25", "field_1": "val_589", "field_2": false, "field_3": "val_407", "field_4": 21.01, "field_5": "val_533", "field_1_extra": "val_589"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "number"}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "string"}, "field_4": {"type": "string"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_3", "field_4", "field_5"]}
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{"field_0": 92.82, "field_1": 10.47, "field_2": "2016-08-22", "field_3": "val_817", "field_4": "val_505", "field_5": "val_891", "field_1_extra": 10.47}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string"}, "field_1": {"type": "integer"}, "field_2": {"type": "boolean"}, "field_3": {"type": "integer"}, "field_4": {"type": "integer"}, "field_5": {"type": "string", "enum": ["pending", "approved", "rejected"]}}, "required": ["field_2", "field_4", "field_5"]}
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{"field_0": "val_375", "field_1": 88, "field_2": false, "field_3": 90, "field_4": 86, "field_5": "pendng"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "integer"}, "field_1": {"type": "number"}, "field_2": {"type": "boolean"}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "integer"}}, "required": ["field_1", "field_2", "field_3", "field_4", "field_5"]}
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{"field_0": 18, "field_1": 23.97, "field_2": false, "field_3": "val_409", "field_4": false, "field_5": "twenty"}
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{
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{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "integer"}, "field_3": {"type": "string"}, "field_4": {"type": "number"}, "field_5": {"type": "string", "format": "date"}}, "required": ["field_0", "field_1"]}
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{"field_0": "pending", "field_1": "rejected", "field_2": 78, "field_3": "val_918", "field_4": 65.32, "field_5": "2015-10-23", "field_3_extra": "val_918"}
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{
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}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "boolean"}, "field_1": {"type": "boolean"}, "field_2": {"type": "number"}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "string"}}, "required": ["field_2", "field_3", "field_4", "field_5"]}
|
{"field_0": true, "field_1": true, "field_2": 37.14, "field_3": "val_263", "field_4": "no", "field_5": "val_206"}
|
{
"error_type": "boolean_text",
"jsonpath": "$.field_4",
"fix_action": "cast_bool",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "integer"}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "boolean"}, "field_4": {"type": "boolean"}, "field_5": {"type": "number"}}, "required": ["field_2", "field_3", "field_4", "field_5"]}
|
{"field_0": 39, "field_1": "2021-01-11", "field_2": "rejected", "field_3": false, "field_4": true, "field_5": 53.76, "field_5_extra": 53.76}
|
{
"error_type": "extra_key",
"jsonpath": "$.field_5_extra",
"fix_action": "rename_key",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "number"}, "field_2": {"type": "string", "format": "date"}, "field_3": {"type": "string", "format": "date"}, "field_4": {"type": "number"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_2", "field_3"]}
|
{"field_0": 17.83, "field_1": 61.86, "field_2": "2022-02-20", "field_3": "15 Jan 2020", "field_4": 39.82, "field_5": "val_744"}
|
{
"error_type": "invalid_date",
"jsonpath": "$.field_3",
"fix_action": "parse_date_iso",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "boolean"}, "field_2": {"type": "number"}, "field_3": {"type": "number"}, "field_4": {"type": "boolean"}, "field_5": {"type": "boolean"}}, "required": ["field_0", "field_2", "field_3", "field_5"]}
|
{"field_0": 76.15, "field_1": true, "field_2": 17.48, "field_3": 35.91, "field_4": true, "field_5": false, "field_3_extra": 35.91}
|
{
"error_type": "extra_key",
"jsonpath": "$.field_3_extra",
"fix_action": "rename_key",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "number"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "boolean"}, "field_4": {"type": "string", "format": "date"}, "field_5": {"type": "string"}}, "required": ["field_0", "field_1", "field_2", "field_3", "field_5"]}
|
{"field_0": "15 Jan 2020", "field_1": 13.52, "field_2": "approved", "field_3": false, "field_4": "2022-08-03", "field_5": "val_223"}
|
{
"error_type": "invalid_date",
"jsonpath": "$.field_0",
"fix_action": "parse_date_iso",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_2": {"type": "string"}, "field_3": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_4": {"type": "string", "format": "date"}, "field_5": {"type": "integer"}}, "required": ["field_1", "field_3", "field_5"]}
|
{"field_0": 23.02, "field_1": "pending", "field_2": "val_618", "field_3": "pendng", "field_4": "2019-02-08", "field_5": 26}
|
{
"error_type": "enum_near_miss",
"jsonpath": "$.field_3",
"fix_action": "map_enum",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_1": {"type": "number"}, "field_2": {"type": "string", "enum": ["pending", "approved", "rejected"]}, "field_3": {"type": "string"}, "field_4": {"type": "boolean"}, "field_5": {"type": "number"}}, "required": ["field_0", "field_2"]}
|
{"field_0": "pending", "field_1": 16.95, "field_2": "pending", "field_3": "val_330", "field_4": false, "field_5": 26.97, "field_1_extra": 16.95}
|
{
"error_type": "extra_key",
"jsonpath": "$.field_1_extra",
"fix_action": "rename_key",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "string", "format": "date"}, "field_1": {"type": "string", "format": "date"}, "field_2": {"type": "integer"}, "field_3": {"type": "integer"}, "field_4": {"type": "number"}, "field_5": {"type": "string"}}, "required": ["field_2", "field_5"]}
|
{"field_0": "2025-03-28", "field_1": "15 Jan 2020", "field_2": 59, "field_3": 97, "field_4": 79.3, "field_5": "val_686"}
|
{
"error_type": "invalid_date",
"jsonpath": "$.field_1",
"fix_action": "parse_date_iso",
"fix_value": ""
}
|
{"$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": {"field_0": {"type": "number"}, "field_1": {"type": "boolean"}, "field_2": {"type": "string"}, "field_3": {"type": "integer"}, "field_4": {"type": "string"}, "field_5": {"type": "integer"}}, "required": ["field_0", "field_2", "field_3", "field_5"]}
|
{"field_0": 15.34, "field_1": false, "field_2": "val_334", "field_3": 43, "field_4": "val_826", "field_5": 47, "field_0_extra": 15.34}
|
{
"error_type": "extra_key",
"jsonpath": "$.field_0_extra",
"fix_action": "rename_key",
"fix_value": ""
}
|
Synthetic JSON+Schema corruptions for semantic validation training.
This dataset contains synthetically generated JSON payloads with controlled semantic errors for training ML models to detect and fix JSON validation issues.
Each example in the dataset contains:
schema
: JSON Schema definitionclean_json
: Valid JSON payload conforming to the schemacorrupt_json
: Corrupted JSON with semantic errorserror_type
: Type of error introduced (e.g., type_mismatch, format_violation, enum_violation)jsonpath
: JSONPath to the location of the errorfix_action
: Suggested fix action (e.g., cast_number, parse_date_iso, map_enum)type_mismatch
- Wrong data type (e.g., string instead of integer)format_violation
- Invalid format (e.g., bad date format)enum_violation
- Invalid enum valuemissing_required
- Missing required fieldextra_property
- Unexpected additional propertyrange_violation
- Value outside allowed rangepattern_violation
- String doesn't match regex patternfrom datasets import load_dataset
dataset = load_dataset("thearnabsarkar/json-semval-synth-v1")
# Access train split
train_data = dataset["train"]
# Example usage
for example in train_data:
print(f"Error type: {example['error_type']}")
print(f"JSONPath: {example['jsonpath']}")
print(f"Fix action: {example['fix_action']}")
This dataset was generated using the JSON Semantic Validator's synthetic data generation pipeline, which:
MIT
If you use this dataset, please cite:
@misc{json-semval-synth-v1,
author = {Arnab Sarkar},
title = {JSON SemVal Synthetic v1},
year = {2025},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/thearnabsarkar/json-semval-synth-v1}
}