jkamiset's picture
Claude Opus 5.5
Add Finipher US Tax document classifier dataset v1.1.0
92c67c9
Raw History Blame Contribute Delete
13.7 kB
{
"version": "1.1.0",
"unique_observations": 13911,
"fine_document_type_labels": 95,
"coarse_family_labels": 49,
"split_counts": {
"train": 8864,
"validation": 2516,
"test": 2531
},
"rows_by_origin": {
"synthetic_AI_labeled": 6640,
"synthetic_programmatic_template": 7271
},
"configurations_are_alternative_views_not_additional_independent_records": true,
"per_class_split_counts": {
"document_type": {
"train": {
"1040": 112,
"1040-ES": 112,
"1040-NR": 48,
"1040-SR": 48,
"1040-X": 112,
"1041": 48,
"1065": 48,
"1095-A": 112,
"1095-B": 112,
"1095-C": 112,
"1098": 112,
"1098-C": 112,
"1098-E": 112,
"1098-T": 112,
"1099-A": 48,
"1099-B": 112,
"1099-C": 112,
"1099-DA": 112,
"1099-DIV": 112,
"1099-G": 112,
"1099-INT": 112,
"1099-K": 112,
"1099-MISC": 112,
"1099-NEC": 112,
"1099-OID": 48,
"1099-Q": 112,
"1099-R": 112,
"1099-S": 112,
"1099-SA": 112,
"1116": 48,
"1120-S": 48,
"2441": 48,
"2555": 48,
"2848": 48,
"3520": 48,
"4506-T": 48,
"4868": 48,
"5498": 112,
"5498-ESA": 112,
"5498-SA": 112,
"5695": 48,
"709": 48,
"709-NA": 48,
"8283": 112,
"8332": 48,
"8889": 48,
"8936": 48,
"8938": 48,
"8949": 112,
"8962": 48,
"ANNUAL_GIVING_STATEMENT": 112,
"BANK_STATEMENT": 176,
"BROKERAGE_STATEMENT": 128,
"BUSINESS_SALES_LEDGER": 48,
"CHARITABLE_PLEDGE_NOTICE": 48,
"CHARITY_EVENT_RECEIPT": 112,
"CONSOLIDATED_1099": 128,
"CREDIT_CARD_STATEMENT": 176,
"CRYPTO_TAX_REPORT": 128,
"DONATION_APPEAL": 112,
"ESTIMATED_TAX_PAYMENT_CONFIRMATION": 112,
"FOREIGN_GIFT_RECORD": 48,
"GIFT_TRANSFER_AGREEMENT": 48,
"HSA_ACCOUNT_STATEMENT": 128,
"INSURANCE_DOCUMENT": 128,
"K-1-1041": 112,
"K-1-1065": 112,
"K-1-1120-S": 112,
"LOAN_STATEMENT": 128,
"MEDICAL_RECEIPT": 112,
"MORTGAGE_STATEMENT": 128,
"NONCASH_DONATION_ACKNOWLEDGMENT": 48,
"OTHER_TAX_FORM": 216,
"PAYSTUB": 128,
"PERSONAL_GIFT_LETTER": 48,
"PROFIT_AND_LOSS_STATEMENT": 128,
"PROPERTY_TAX_BILL": 128,
"PURCHASE_RECEIPT": 112,
"RENTAL_INCOME_RECORD": 48,
"RETIREMENT_ACCOUNT_STATEMENT": 128,
"SCHEDULE-A": 48,
"SCHEDULE-B": 48,
"SCHEDULE-C": 112,
"SCHEDULE-D": 48,
"SCHEDULE-E": 112,
"SCHEDULE-F": 48,
"SCHEDULE-SE": 48,
"TAX_INSTRUCTIONS": 84,
"UNKNOWN_DOCUMENT": 260,
"VEHICLE_DONATION_ACKNOWLEDGMENT": 48,
"W-2": 112,
"W-2C": 112,
"W-2G": 112,
"W-4": 48,
"W-9": 112
},
"validation": {
"1040": 32,
"1040-ES": 32,
"1040-NR": 16,
"1040-SR": 16,
"1040-X": 32,
"1041": 16,
"1065": 16,
"1095-A": 32,
"1095-B": 32,
"1095-C": 32,
"1098": 32,
"1098-C": 32,
"1098-E": 32,
"1098-T": 32,
"1099-A": 16,
"1099-B": 32,
"1099-C": 32,
"1099-DA": 32,
"1099-DIV": 32,
"1099-G": 32,
"1099-INT": 32,
"1099-K": 32,
"1099-MISC": 32,
"1099-NEC": 32,
"1099-OID": 16,
"1099-Q": 32,
"1099-R": 32,
"1099-S": 32,
"1099-SA": 32,
"1116": 16,
"1120-S": 16,
"2441": 16,
"2555": 16,
"2848": 16,
"3520": 16,
"4506-T": 16,
"4868": 16,
"5498": 32,
"5498-ESA": 32,
"5498-SA": 32,
"5695": 16,
"709": 16,
"709-NA": 16,
"8283": 32,
"8332": 16,
"8889": 16,
"8936": 16,
"8938": 16,
"8949": 32,
"8962": 16,
"ANNUAL_GIVING_STATEMENT": 32,
"BANK_STATEMENT": 48,
"BROKERAGE_STATEMENT": 32,
"BUSINESS_SALES_LEDGER": 16,
"CHARITABLE_PLEDGE_NOTICE": 16,
"CHARITY_EVENT_RECEIPT": 32,
"CONSOLIDATED_1099": 32,
"CREDIT_CARD_STATEMENT": 48,
"CRYPTO_TAX_REPORT": 32,
"DONATION_APPEAL": 32,
"ESTIMATED_TAX_PAYMENT_CONFIRMATION": 32,
"FOREIGN_GIFT_RECORD": 16,
"GIFT_TRANSFER_AGREEMENT": 16,
"HSA_ACCOUNT_STATEMENT": 32,
"INSURANCE_DOCUMENT": 32,
"K-1-1041": 32,
"K-1-1065": 32,
"K-1-1120-S": 32,
"LOAN_STATEMENT": 32,
"MEDICAL_RECEIPT": 32,
"MORTGAGE_STATEMENT": 32,
"NONCASH_DONATION_ACKNOWLEDGMENT": 16,
"OTHER_TAX_FORM": 36,
"PAYSTUB": 32,
"PERSONAL_GIFT_LETTER": 16,
"PROFIT_AND_LOSS_STATEMENT": 32,
"PROPERTY_TAX_BILL": 32,
"PURCHASE_RECEIPT": 32,
"RENTAL_INCOME_RECORD": 16,
"RETIREMENT_ACCOUNT_STATEMENT": 32,
"SCHEDULE-A": 16,
"SCHEDULE-B": 16,
"SCHEDULE-C": 32,
"SCHEDULE-D": 16,
"SCHEDULE-E": 32,
"SCHEDULE-F": 16,
"SCHEDULE-SE": 16,
"TAX_INSTRUCTIONS": 22,
"UNKNOWN_DOCUMENT": 58,
"VEHICLE_DONATION_ACKNOWLEDGMENT": 16,
"W-2": 32,
"W-2C": 32,
"W-2G": 32,
"W-4": 16,
"W-9": 32
},
"test": {
"1040": 32,
"1040-ES": 32,
"1040-NR": 16,
"1040-SR": 16,
"1040-X": 32,
"1041": 16,
"1065": 16,
"1095-A": 32,
"1095-B": 32,
"1095-C": 32,
"1098": 32,
"1098-C": 32,
"1098-E": 32,
"1098-T": 32,
"1099-A": 16,
"1099-B": 32,
"1099-C": 32,
"1099-DA": 32,
"1099-DIV": 32,
"1099-G": 32,
"1099-INT": 32,
"1099-K": 32,
"1099-MISC": 32,
"1099-NEC": 32,
"1099-OID": 16,
"1099-Q": 32,
"1099-R": 32,
"1099-S": 32,
"1099-SA": 32,
"1116": 16,
"1120-S": 16,
"2441": 16,
"2555": 16,
"2848": 16,
"3520": 16,
"4506-T": 16,
"4868": 16,
"5498": 32,
"5498-ESA": 32,
"5498-SA": 32,
"5695": 16,
"709": 16,
"709-NA": 16,
"8283": 32,
"8332": 16,
"8889": 16,
"8936": 16,
"8938": 16,
"8949": 32,
"8962": 16,
"ANNUAL_GIVING_STATEMENT": 32,
"BANK_STATEMENT": 48,
"BROKERAGE_STATEMENT": 32,
"BUSINESS_SALES_LEDGER": 16,
"CHARITABLE_PLEDGE_NOTICE": 16,
"CHARITY_EVENT_RECEIPT": 32,
"CONSOLIDATED_1099": 32,
"CREDIT_CARD_STATEMENT": 48,
"CRYPTO_TAX_REPORT": 32,
"DONATION_APPEAL": 32,
"ESTIMATED_TAX_PAYMENT_CONFIRMATION": 32,
"FOREIGN_GIFT_RECORD": 16,
"GIFT_TRANSFER_AGREEMENT": 16,
"HSA_ACCOUNT_STATEMENT": 32,
"INSURANCE_DOCUMENT": 32,
"K-1-1041": 32,
"K-1-1065": 32,
"K-1-1120-S": 32,
"LOAN_STATEMENT": 32,
"MEDICAL_RECEIPT": 32,
"MORTGAGE_STATEMENT": 32,
"NONCASH_DONATION_ACKNOWLEDGMENT": 16,
"OTHER_TAX_FORM": 36,
"PAYSTUB": 32,
"PERSONAL_GIFT_LETTER": 16,
"PROFIT_AND_LOSS_STATEMENT": 32,
"PROPERTY_TAX_BILL": 32,
"PURCHASE_RECEIPT": 32,
"RENTAL_INCOME_RECORD": 16,
"RETIREMENT_ACCOUNT_STATEMENT": 32,
"SCHEDULE-A": 16,
"SCHEDULE-B": 16,
"SCHEDULE-C": 32,
"SCHEDULE-D": 16,
"SCHEDULE-E": 32,
"SCHEDULE-F": 16,
"SCHEDULE-SE": 16,
"TAX_INSTRUCTIONS": 31,
"UNKNOWN_DOCUMENT": 64,
"VEHICLE_DONATION_ACKNOWLEDGMENT": 16,
"W-2": 32,
"W-2C": 32,
"W-2G": 32,
"W-4": 16,
"W-9": 32
}
},
"document_family": {
"train": {
"1040": 432,
"1041": 48,
"1065": 48,
"1095": 336,
"1098": 448,
"1099": 1680,
"1116": 48,
"1120-S": 48,
"2441": 48,
"2555": 48,
"2848": 48,
"3520": 48,
"4506-T": 48,
"4868": 48,
"5498": 336,
"5695": 48,
"709": 96,
"8283": 112,
"8332": 48,
"8889": 48,
"8936": 48,
"8938": 48,
"8949": 112,
"8962": 48,
"BANK_STATEMENT": 176,
"BUSINESS_RECORD": 224,
"CREDIT_CARD_STATEMENT": 176,
"CRYPTO_TAX_REPORT": 128,
"DONATION_APPEAL": 112,
"DONATION_RECORD": 320,
"GIFT_RECORD": 144,
"INSURANCE_DOCUMENT": 128,
"INVESTMENT_STATEMENT": 384,
"K-1": 336,
"LOAN_STATEMENT": 256,
"MEDICAL_RECEIPT": 112,
"OTHER_TAX_FORM": 216,
"PAYSTUB": 128,
"PLEDGE_NOTICE": 48,
"PROPERTY_TAX_BILL": 128,
"PURCHASE_RECEIPT": 112,
"SCHEDULE": 464,
"TAX_INSTRUCTIONS": 84,
"TAX_PAYMENT_CONFIRMATION": 112,
"UNKNOWN_DOCUMENT": 260,
"W-2": 224,
"W-2G": 112,
"W-4": 48,
"W-9": 112
},
"validation": {
"1040": 128,
"1041": 16,
"1065": 16,
"1095": 96,
"1098": 128,
"1099": 480,
"1116": 16,
"1120-S": 16,
"2441": 16,
"2555": 16,
"2848": 16,
"3520": 16,
"4506-T": 16,
"4868": 16,
"5498": 96,
"5695": 16,
"709": 32,
"8283": 32,
"8332": 16,
"8889": 16,
"8936": 16,
"8938": 16,
"8949": 32,
"8962": 16,
"BANK_STATEMENT": 48,
"BUSINESS_RECORD": 64,
"CREDIT_CARD_STATEMENT": 48,
"CRYPTO_TAX_REPORT": 32,
"DONATION_APPEAL": 32,
"DONATION_RECORD": 96,
"GIFT_RECORD": 48,
"INSURANCE_DOCUMENT": 32,
"INVESTMENT_STATEMENT": 96,
"K-1": 96,
"LOAN_STATEMENT": 64,
"MEDICAL_RECEIPT": 32,
"OTHER_TAX_FORM": 36,
"PAYSTUB": 32,
"PLEDGE_NOTICE": 16,
"PROPERTY_TAX_BILL": 32,
"PURCHASE_RECEIPT": 32,
"SCHEDULE": 144,
"TAX_INSTRUCTIONS": 22,
"TAX_PAYMENT_CONFIRMATION": 32,
"UNKNOWN_DOCUMENT": 58,
"W-2": 64,
"W-2G": 32,
"W-4": 16,
"W-9": 32
},
"test": {
"1040": 128,
"1041": 16,
"1065": 16,
"1095": 96,
"1098": 128,
"1099": 480,
"1116": 16,
"1120-S": 16,
"2441": 16,
"2555": 16,
"2848": 16,
"3520": 16,
"4506-T": 16,
"4868": 16,
"5498": 96,
"5695": 16,
"709": 32,
"8283": 32,
"8332": 16,
"8889": 16,
"8936": 16,
"8938": 16,
"8949": 32,
"8962": 16,
"BANK_STATEMENT": 48,
"BUSINESS_RECORD": 64,
"CREDIT_CARD_STATEMENT": 48,
"CRYPTO_TAX_REPORT": 32,
"DONATION_APPEAL": 32,
"DONATION_RECORD": 96,
"GIFT_RECORD": 48,
"INSURANCE_DOCUMENT": 32,
"INVESTMENT_STATEMENT": 96,
"K-1": 96,
"LOAN_STATEMENT": 64,
"MEDICAL_RECEIPT": 32,
"OTHER_TAX_FORM": 36,
"PAYSTUB": 32,
"PLEDGE_NOTICE": 16,
"PROPERTY_TAX_BILL": 32,
"PURCHASE_RECEIPT": 32,
"SCHEDULE": 144,
"TAX_INSTRUCTIONS": 31,
"TAX_PAYMENT_CONFIRMATION": 32,
"UNKNOWN_DOCUMENT": 64,
"W-2": 64,
"W-2G": 32,
"W-4": 16,
"W-9": 32
}
}
},
"group_count": 404,
"cross_split_group_leaks": 0,
"cross_split_exact_text_leaks": 0,
"cross_split_numeric_normalized_leaks": 0,
"generator": {
"dropped_normalized_duplicates": {
"TAX_INSTRUCTIONS": 39,
"UNKNOWN_DOCUMENT": 10
}
},
"word_count": {
"v1_0_rows_mean": 34.5,
"v1_1_rows_mean": 84.4,
"v1_1_rows_p90": 151
},
"v1_1_layout_counts": {
"columns": 1215,
"boxed": 592,
"flat": 1207,
"markdown": 1219,
"stacked": 1208,
"inline": 1215,
"csv": 615
},
"v1_1_title_mode_counts": {
"top": 5110,
"none": 1090,
"bottom": 1071
},
"v1_1_ocr_noise_rows": 1482,
"parquet_round_trip": "passed",
"CSV_text_and_label_round_trip": "passed",
"all_labels_present_in_all_splits": true,
"held_out_design": {
"per_label_layout": "for each generated label one of six layouts appears only in test and one only in validation",
"OTHER_TAX_FORM": {
"test_forms": [
"3922",
"1098-Q"
],
"validation_forms": [
"1042-S",
"5498-QA"
]
},
"UNKNOWN_DOCUMENT": {
"test_kinds": [
"school_newsletter",
"medical_eob_letter",
"resume",
"gradebook"
],
"validation_kinds": [
"jury_summons",
"tax_prep_flyer",
"blank_scan",
"inventory_sheet"
]
}
},
"annotation": "v1.0 rows single_AI; v1.1 rows programmatic ground truth from the generator",
"origin": "synthetic_only",
"real_filled_taxpayer_documents": 0,
"independent_expert_review": false,
"production_ready": false,
"paired_header_masked_view": "robustness_views/test_header_masked_v1_1.parquet re-renders generated test rows without title lines; shares records with test",
"no_application_code_changes": true
}