Reasoning Core: Designing Broad Procedural Data for Completion-Supervised Reasoning Training
Paper • 2608.05148 • Published
id stringlengths 36 39 | source stringclasses 1
value | split stringclasses 1
value | state stringlengths 339 2.24k | fields listlengths 2 7 | answers listlengths 2 7 | metadata stringlengths 56 68 | level int32 0 4 |
|---|---|---|---|---|---|---|---|
business_document_extraction:train:7 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Cover is subject to the general conditio... | [
{
"name": "cancellation_notice",
"type": "text",
"instruction": "The notice to cancel in force on 14 May 2026; null if none is."
},
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 4 January 2026; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "two months",
"start": 393,
"end": 403
}
]
},
{
"null": true,
"values": []
}
] | {"level": 0, "state_seed": 2281716372, "family": "insurance_policy"} | 0 |
business_document_extraction:train:4 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Insured: see Schedule A.
Cover is subjec... | [
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 1 September 2025; null if none is."
},
{
"name": "policy_number",
"type": "text",
"instruction": "The policy number in force on 1 September 2025; null if none is."
},
{
"name": "policyholder",
... | [
{
"null": false,
"values": [
{
"text": "€604.00",
"start": 567,
"end": 574
}
]
},
{
"null": false,
"values": [
{
"text": "R-25496",
"start": 361,
"end": 368
}
]
},
{
"null": false,
"values": [
{
... | {"level": 1, "state_seed": 3852004842, "family": "insurance_policy"} | 1 |
business_document_extraction:train:2 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Policy no.: see Schedule A.
Premium per ... | [
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 23 December 2025; null if none is."
},
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 1 February 2025; null if none is."
},
{
"name": "deductible",
"type": "te... | [
{
"null": false,
"values": [
{
"text": "Kestrel Air",
"start": 991,
"end": 1002
}
]
},
{
"null": false,
"values": [
{
"text": "Ana Dubois",
"start": 466,
"end": 476
}
]
},
{
"null": false,
"values": [
... | {"level": 2, "state_seed": 1959382327, "family": "insurance_policy"} | 2 |
business_document_extraction:train:5 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Late payment fee: €145.00
Confidential infor... | [
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 30 June 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 28 April 2026; null if none is."
},
{
"name": "client",
"type": ... | [
{
"null": false,
"values": [
{
"text": "Halvard Energy",
"start": 1246,
"end": 1260
}
]
},
{
"null": false,
"values": [
{
"text": "3 March 2026",
"start": 864,
"end": 876
}
]
},
{
"null": false,
"values":... | {"level": 3, "state_seed": 2765511413, "family": "service_contract"} | 3 |
business_document_extraction:train:0 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Attach the delivery note to the invoice.
Supplier: L... | [
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 1 May 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 5 June 2026; null if none is."
},
{
"name": "requester",
"t... | [
{
"null": false,
"values": [
{
"text": "7 December 2026",
"start": 453,
"end": 468
}
]
},
{
"null": false,
"values": [
{
"text": "171 Calle Mayor, Osaka",
"start": 766,
"end": 788
}
]
},
{
"null": true,
"... | {"level": 4, "state_seed": 3460873598, "family": "purchase_order"} | 4 |
business_document_extraction:train:9 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Claims must be supported by receipts.
Ca... | [
{
"name": "cancellation_notice",
"type": "text",
"instruction": "The notice to cancel in force on 8 March 2025; null if none is."
},
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 1 March 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "30 days",
"start": 339,
"end": 346
}
]
},
{
"null": false,
"values": [
{
"text": "$356.00",
"start": 383,
"end": 390
}
]
}
] | {"level": 0, "state_seed": 3902978829, "family": "insurance_policy"} | 0 |
business_document_extraction:train:27 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Notice period: 30 days
Commencement date: 1 ... | [
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 2 June 2025; null if none is."
},
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 21 June 2026; null if none is."
},
{
"name": "late_fee",
"type": ... | [
{
"null": false,
"values": [
{
"text": "1 April 2025",
"start": 318,
"end": 330
}
]
},
{
"null": false,
"values": [
{
"text": "Sunvale Foods",
"start": 519,
"end": 532
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 1260905233, "family": "service_contract"} | 1 |
business_document_extraction:train:3 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Late payment fee: €41.00
Confidential inform... | [
{
"name": "client",
"type": "text",
"instruction": "The client in force on 1 August 2025; null if none is."
},
{
"name": "monthly_fee",
"type": "text",
"instruction": "The monthly fee in force on 1 August 2025; null if none is."
},
{
"name": "notice_period",
"type": "text",
... | [
{
"null": false,
"values": [
{
"text": "Bramble Insurance",
"start": 389,
"end": 406
}
]
},
{
"null": false,
"values": [
{
"text": "€98.00",
"start": 374,
"end": 380
}
]
},
{
"null": false,
"values": [
... | {"level": 2, "state_seed": 1989800051, "family": "service_contract"} | 2 |
business_document_extraction:train:6 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Ship to: 155 Rue des Lilas, Quito
Purchase order no.... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 6 March 2027; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 15 September 2026; null if none is."
},
{
"name": "delivery_date",
"type": "tex... | [
{
"null": false,
"values": [
{
"text": "£681.00",
"start": 705,
"end": 712
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "14 January 2025",
"start": 443,
"end": 458
}
]
}... | {"level": 3, "state_seed": 1579349856, "family": "purchase_order"} | 3 |
business_document_extraction:train:1 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Shipping address: 31 Via Roma, Osaka
Thank you for ... | [
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 31 December 2025; null if none is."
},
{
"name": "billing_address",
"type": "text",
"instruction": "The billing address in force on 20 October 2026; null if none is."
},
{
"name": "inv... | [
{
"null": false,
"values": [
{
"text": "€549.00",
"start": 1167,
"end": 1174
}
]
},
{
"null": false,
"values": [
{
"text": "152 Elm Street, Perth",
"start": 403,
"end": 424
}
]
},
{
"null": false,
"values... | {"level": 4, "state_seed": 2448563881, "family": "invoice"} | 4 |
business_document_extraction:train:13 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Ship to: 99 Calle Mayor, Perth
Partial deliveries ac... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 5 September 2026; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 3 November 2025; null if none is."
}
] | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "T-50327",
"start": 420,
"end": 427
}
]
}
] | {"level": 0, "state_seed": 3142518634, "family": "purchase_order"} | 0 |
business_document_extraction:train:29 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Policyholder: see Schedule A.
Deductible... | [
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 4 November 2025; null if none is."
},
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 16 January 2027; null if none is."
},
{
"name": "cancellation_notice",
"ty... | [
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 454,
"end": 468
}
]
},
{
"null": false,
"values": [
{
"text": "Nikolai Novak",
"start": 651,
"end": 664
}
]
},
{
"null": false,
"values": ... | {"level": 1, "state_seed": 2314367760, "family": "insurance_policy"} | 1 |
business_document_extraction:train:19 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Policyholder: Grace Ibrahim
Beneficiary:... | [
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 1 December 2025; null if none is."
},
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 13 September 2026; null if none is."
},
{
"name": "cancellation_notice",
"... | [
{
"null": false,
"values": [
{
"text": "Grace Ibrahim",
"start": 294,
"end": 307
}
]
},
{
"null": false,
"values": [
{
"text": "Orrin Software",
"start": 570,
"end": 584
}
]
},
{
"null": false,
"values": ... | {"level": 2, "state_seed": 3352353277, "family": "insurance_policy"} | 2 |
business_document_extraction:train:12 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Payment due: see Schedule C.
Please quote the invoi... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 1 February 2025; null if none is."
},
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 1 February 2025; null if none is."
},
{
"name": "due_date",
"type": ... | [
{
"null": false,
"values": [
{
"text": "Net 60",
"start": 364,
"end": 370
}
]
},
{
"null": false,
"values": [
{
"text": "€3,634.65",
"start": 716,
"end": 725
}
]
},
{
"null": false,
"values": [
{
... | {"level": 3, "state_seed": 3147673525, "family": "invoice"} | 3 |
business_document_extraction:train:8 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Replaces PO: A-31592
Unit price:
- 1 June 2025 to ... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 2 June 2025; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 2 January 2027; null if none is."
},
{
"name": "requester",
"type": "t... | [
{
"null": false,
"values": [
{
"text": "A-92999",
"start": 1103,
"end": 1110
}
]
},
{
"null": false,
"values": [
{
"text": "Torrent Media",
"start": 1387,
"end": 1400
}
]
},
{
"null": true,
"values": []
... | {"level": 4, "state_seed": 4168098620, "family": "purchase_order"} | 4 |
business_document_extraction:train:15 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Bill to: 9 Via Roma, Hanoi
Required delivery date: 2... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 14 June 2027; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 10 August 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "Norvik Labs",
"start": 501,
"end": 512
}
]
},
{
"null": false,
"values": [
{
"text": "114 Kings Avenue, Perth",
"start": 345,
"end": 368
}
]
}
] | {"level": 0, "state_seed": 2976641977, "family": "purchase_order"} | 0 |
business_document_extraction:train:32 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Replaces PO: T-47635
Freight charge: £763.00
Request... | [
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 11 June 2026; null if none is."
},
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 31 December 2026; null if none is."
},
{
"name": "po_number",
"type": "t... | [
{
"null": false,
"values": [
{
"text": "136 Kings Avenue, Darwin",
"start": 585,
"end": 609
}
]
},
{
"null": false,
"values": [
{
"text": "£838.00",
"start": 435,
"end": 442
}
]
},
{
"null": false,
"value... | {"level": 1, "state_seed": 1938990087, "family": "purchase_order"} | 1 |
business_document_extraction:train:35 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Partial deliveries accepted.
Carrier: Pexis Robotics... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 1 September 2025; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 16 March 2027; null if none is."
},
{
"name": "delivery_date",
"t... | [
{
"null": false,
"values": [
{
"text": "T-57328",
"start": 332,
"end": 339
}
]
},
{
"null": false,
"values": [
{
"text": "Lumen Textiles",
"start": 860,
"end": 874
}
]
},
{
"null": true,
"values": []
},... | {"level": 2, "state_seed": 1399571409, "family": "purchase_order"} | 2 |
business_document_extraction:train:16 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Payment due: 13 June 2025
Please quote the invoice ... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 15 June 2026; null if none is."
},
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 1 October 2025; null if none is."
},
{
"name": "billing_addr... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "$763.00",
"start": 452,
"end": 459
}
]
},
{
"null": false,
"values": [
{
"text": "172 Via Roma, Graz",
"start": 558,
"end": 576
}
]
... | {"level": 3, "state_seed": 201934596, "family": "invoice"} | 3 |
business_document_extraction:train:10 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Delivery address: see Schedule A.
Vendor: see Schedu... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 28 July 2026; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 1 June 2025; null if none is."
},
{
"name": "supplier",
"type": "... | [
{
"null": false,
"values": [
{
"text": "$495.00",
"start": 743,
"end": 750
}
]
},
{
"null": false,
"values": [
{
"text": "T-66430",
"start": 762,
"end": 769
}
]
},
{
"null": false,
"values": [
{
... | {"level": 4, "state_seed": 3430693202, "family": "purchase_order"} | 4 |
business_document_extraction:train:25 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Carrier: Orrin Software
PO number: A-48705
Partial d... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 10 July 2026; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 1 August 2025; null if none is."
}
] | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "A-48705",
"start": 303,
"end": 310
}
]
}
] | {"level": 0, "state_seed": 2439806432, "family": "purchase_order"} | 0 |
business_document_extraction:train:33 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Requested by: see Schedule A.
Vendor: Norvik Labs
Sh... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 21 April 2026; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 4 April 2026; null if none is."
},
{
"name": "delivery_date",
... | [
{
"null": false,
"values": [
{
"text": "T-05145",
"start": 413,
"end": 420
}
]
},
{
"null": false,
"values": [
{
"text": "111 Kings Avenue, Cuenca",
"start": 327,
"end": 351
}
]
},
{
"null": false,
"value... | {"level": 1, "state_seed": 1529458396, "family": "purchase_order"} | 1 |
business_document_extraction:train:37 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Date of signature: 28 May 2025
Setup fee: $8... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 16 November 2026; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 22 January 2027; null if none is."
},
{
"name": "client",
"t... | [
{
"null": false,
"values": [
{
"text": "$229.00",
"start": 411,
"end": 418
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 435,
"end": 449
}
]
},... | {"level": 2, "state_seed": 3182578672, "family": "service_contract"} | 2 |
business_document_extraction:train:18 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Freight charge:
- 1 November 2025 to 28 May 2026: ... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 1 November 2025; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 18 April 2026; null if none is."
},
{
"name": "delivery_date",
"type": "text",... | [
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 424,
"end": 438
}
]
},
{
"null": false,
"values": [
{
"text": "Olga Mensah",
"start": 450,
"end": 461
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 1630944082, "family": "purchase_order"} | 3 |
business_document_extraction:train:11 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Thank you for your business.
Terms for repeat order... | [
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 29 December 2026; null if none is."
},
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 26 July 2026; null if none is."
},
{
"name": "vendor",
"type... | [
{
"null": false,
"values": [
{
"text": "£3,456.16",
"start": 373,
"end": 382
}
]
},
{
"null": false,
"values": [
{
"text": "£179.00",
"start": 1009,
"end": 1016
}
]
},
{
"null": false,
"values": [
{... | {"level": 4, "state_seed": 397529392, "family": "invoice"} | 4 |
business_document_extraction:train:26 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Monthly charge: £382.00
Confidential informa... | [
{
"name": "monthly_fee",
"type": "text",
"instruction": "The monthly fee in force on 1 January 2025; null if none is."
},
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 25 June 2026; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "£382.00",
"start": 292,
"end": 299
}
]
},
{
"null": true,
"values": []
}
] | {"level": 0, "state_seed": 1156576792, "family": "service_contract"} | 0 |
business_document_extraction:train:34 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Provider: Altamar Freight
Late payment fee: ... | [
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 11 November 2025; null if none is."
},
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 11 August 2025; null if none is."
},
{
"name": "client",
"type"... | [
{
"null": false,
"values": [
{
"text": "Torrent Media",
"start": 667,
"end": 680
}
]
},
{
"null": false,
"values": [
{
"text": "$344.00",
"start": 320,
"end": 327
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 2504866179, "family": "service_contract"} | 1 |
business_document_extraction:train:49 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice address: 66 Kings Avenue, Dakar
Previous in... | [
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 2 July 2025; null if none is."
},
{
"name": "invoice_number",
"type": "text",
"instruction": "The invoice number in force on 1 July 2025; null if none is."
},
{
"name": "billing_address",
"type":... | [
{
"null": false,
"values": [
{
"text": "£6,306.26",
"start": 590,
"end": 599
}
]
},
{
"null": false,
"values": [
{
"text": "A-47606",
"start": 462,
"end": 469
}
]
},
{
"null": false,
"values": [
{
... | {"level": 2, "state_seed": 2203776991, "family": "invoice"} | 2 |
business_document_extraction:train:21 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Subtotal (excl. VAT): £3,944.84
Hourly rate: see Sc... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 29 August 2026; null if none is."
},
{
"name": "invoice_number",
"type": "text",
"instruction": "The invoice number in force on 30 June 2026; null if none is."
},
{
"name": "payment_terms",
... | [
{
"null": false,
"values": [
{
"text": "29 April 2026",
"start": 1006,
"end": 1019
}
]
},
{
"null": false,
"values": [
{
"text": "A-29658",
"start": 563,
"end": 570
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 1875269266, "family": "invoice"} | 3 |
business_document_extraction:train:14 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Cover is subject to the general conditio... | [
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 29 January 2027; null if none is."
},
{
"name": "cancellation_notice",
"type": "text",
"instruction": "The notice to cancel in force on 9 January 2026; null if none is."
},
{
"name": "insurer",
... | [
{
"null": false,
"values": [
{
"text": "£85.00",
"start": 1068,
"end": 1074
}
]
},
{
"null": false,
"values": [
{
"text": "45 days",
"start": 2057,
"end": 2064
}
]
},
{
"null": false,
"values": [
{
... | {"level": 4, "state_seed": 1805796856, "family": "insurance_policy"} | 4 |
business_document_extraction:train:46 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Confidential information is not disclosed to... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 2 May 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 16 February 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "£400.00",
"start": 354,
"end": 361
}
]
},
{
"null": false,
"values": [
{
"text": "12 August 2026",
"start": 508,
"end": 522
}
]
}
] | {"level": 0, "state_seed": 923872928, "family": "service_contract"} | 0 |
business_document_extraction:train:44 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Approved by: Jonas Silva
PO number: A-92331
Carrier:... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 8 April 2027; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 2 October 2025; null if none is."
},
{
"name": "supplier",
"type"... | [
{
"null": false,
"values": [
{
"text": "€682.00",
"start": 497,
"end": 504
}
]
},
{
"null": false,
"values": [
{
"text": "A-32050",
"start": 608,
"end": 615
}
]
},
{
"null": false,
"values": [
{
... | {"level": 1, "state_seed": 1053755932, "family": "purchase_order"} | 1 |
business_document_extraction:train:54 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice date: 27 October 2026
Customer: Quillon Ban... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 1 December 2025; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 9 October 2027; null if none is."
},
{
"name": "payment_terms",
"type": "tex... | [
{
"null": false,
"values": [
{
"text": "11 June 2025",
"start": 498,
"end": 510
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "due on receipt",
"start": 415,
"end": 429
}
]... | {"level": 2, "state_seed": 2500217774, "family": "invoice"} | 2 |
business_document_extraction:train:22 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Supplier: Kestrel Air
Subtotal (excl. VAT): $2,263.... | [
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 2 August 2025; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 20 August 2025; null if none is."
},
{
"name": "invoice_number",
"type": "text",
... | [
{
"null": false,
"values": [
{
"text": "$6,097.63",
"start": 658,
"end": 667
}
]
},
{
"null": false,
"values": [
{
"text": "Kestrel Air",
"start": 279,
"end": 290
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 2977915158, "family": "invoice"} | 3 |
business_document_extraction:train:17 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Carrier: Pexis Robotics
Approved by: Elena Tanaka
De... | [
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 2 September 2025; null if none is."
},
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 1 September 2025; null if none is."
},
{
"name": "po_numb... | [
{
"null": false,
"values": [
{
"text": "133 Harbour Road, Lima",
"start": 679,
"end": 701
}
]
},
{
"null": false,
"values": [
{
"text": "28 October 2025",
"start": 633,
"end": 648
}
]
},
{
"null": false,
... | {"level": 4, "state_seed": 2863341178, "family": "purchase_order"} | 4 |
business_document_extraction:train:50 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Late payment fee: £95.00
Notice period: thre... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 2 September 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 5 July 2027; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "£95.00",
"start": 294,
"end": 300
}
]
},
{
"null": false,
"values": [
{
"text": "4 June 2026",
"start": 406,
"end": 417
}
]
}
] | {"level": 0, "state_seed": 3558845723, "family": "service_contract"} | 0 |
business_document_extraction:train:51 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Supplier: Norvik Labs
Unit price: €229.00
Requester:... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 2 July 2025; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 12 July 2025; null if none is."
},
{
"name": "supplier",
"type": "text",
"... | [
{
"null": false,
"values": [
{
"text": "€229.00",
"start": 302,
"end": 309
}
]
},
{
"null": false,
"values": [
{
"text": "Ines Mensah",
"start": 321,
"end": 332
}
]
},
{
"null": false,
"values": [
{... | {"level": 1, "state_seed": 2441571304, "family": "purchase_order"} | 1 |
business_document_extraction:train:56 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Order date: 19 February 2025
Attach the delivery not... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 12 January 2026; null if none is."
},
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 16 September 2026; null if none is."
},
{
"name": "po_number",
"type": "text... | [
{
"null": false,
"values": [
{
"text": "Norvik Labs",
"start": 478,
"end": 489
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "K-57336",
"start": 441,
"end": 448
}
]
},
... | {"level": 2, "state_seed": 2502297123, "family": "purchase_order"} | 2 |
business_document_extraction:train:24 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Terms for repeat orders: Net 15
Travel time rate: £... | [
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 22 May 2026; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 2 December 2025; null if none is."
},
{
"name": "invoice_number",
"type": "text",
... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Lumen Textiles",
"start": 461,
"end": 475
}
]
},
{
"null": false,
"values": [
{
"text": "T-31582",
"start": 696,
"end": 703
}
]
},... | {"level": 3, "state_seed": 1979671208, "family": "invoice"} | 3 |
business_document_extraction:train:20 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Premiums are collected by direct debit.
... | [
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 8 June 2025; null if none is."
},
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 23 August 2025; null if none is."
},
{
"name": "policyholder",
"type": "... | [
{
"null": false,
"values": [
{
"text": "$252.00",
"start": 1319,
"end": 1326
}
]
},
{
"null": false,
"values": [
{
"text": "Sunvale Foods",
"start": 599,
"end": 612
}
]
},
{
"null": false,
"values": [
... | {"level": 4, "state_seed": 3237765207, "family": "insurance_policy"} | 4 |
business_document_extraction:train:52 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Commencement date: 22 November 2026
Subcontr... | [
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 4 April 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 1 February 2025; null if none is."
}
] | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "22 November 2026",
"start": 295,
"end": 311
}
]
}
] | {"level": 0, "state_seed": 1412030479, "family": "service_contract"} | 0 |
business_document_extraction:train:60 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Approved by: Chloe Petrov
Order date: 9 September 20... | [
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 2 September 2025; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 6 October 2025; null if none is."
},
{
"name": "delivery_date",
"type": "text... | [
{
"null": false,
"values": [
{
"text": "Yusuf Nguyen",
"start": 439,
"end": 451
}
]
},
{
"null": false,
"values": [
{
"text": "Arcadia Health",
"start": 494,
"end": 508
}
]
},
{
"null": false,
"values": [... | {"level": 1, "state_seed": 2670283560, "family": "purchase_order"} | 1 |
business_document_extraction:train:65 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Vendor: see Schedule B.
Replaces PO: K-35763
Partial... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 1 October 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 1 October 2025; null if none is."
},
{
"name": "po_number",
"type": "text"... | [
{
"null": false,
"values": [
{
"text": "Norvik Labs",
"start": 611,
"end": 622
}
]
},
{
"null": false,
"values": [
{
"text": "148 Kings Avenue, Cusco",
"start": 374,
"end": 397
}
]
},
{
"null": false,
"va... | {"level": 2, "state_seed": 1423723283, "family": "purchase_order"} | 2 |
business_document_extraction:train:28 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Provider: Arcadia Health
Monthly charge: £84... | [
{
"name": "notice_period",
"type": "text",
"instruction": "The termination notice period in force on 1 July 2025; null if none is."
},
{
"name": "client",
"type": "text",
"instruction": "The client in force on 25 December 2025; null if none is."
},
{
"name": "provider",
"type... | [
{
"null": false,
"values": [
{
"text": "90 days",
"start": 621,
"end": 628
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Arcadia Health",
"start": 286,
"end": 300
}
]
},... | {"level": 3, "state_seed": 3729871915, "family": "service_contract"} | 3 |
business_document_extraction:train:23 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Termination notice: see Schedule D.
Start of... | [
{
"name": "client",
"type": "text",
"instruction": "The client in force on 1 December 2025; null if none is."
},
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 27 November 2026; null if none is."
},
{
"name": "notice_period",
"type": "t... | [
{
"null": false,
"values": [
{
"text": "Norvik Labs",
"start": 1008,
"end": 1019
}
]
},
{
"null": false,
"values": [
{
"text": "Bramble Insurance",
"start": 890,
"end": 907
}
]
},
{
"null": false,
"values... | {"level": 4, "state_seed": 2034762819, "family": "service_contract"} | 4 |
business_document_extraction:train:58 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice number: K-02112
Goods remain our property u... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 30 January 2026; null if none is."
},
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 1 April 2026; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "4 March 2025",
"start": 352,
"end": 364
}
]
},
{
"null": false,
"values": [
{
"text": "Net 30",
"start": 380,
"end": 386
}
]
}
] | {"level": 0, "state_seed": 2097478181, "family": "invoice"} | 0 |
business_document_extraction:train:73 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Monthly premium: €154.00
Policyholder: H... | [
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 2 January 2025; null if none is."
},
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 2 January 2025; null if none is."
},
{
"name": "policy_number",
"ty... | [
{
"null": false,
"values": [
{
"text": "Hugo Ruiz",
"start": 319,
"end": 328
}
]
},
{
"null": false,
"values": [
{
"text": "€154.00",
"start": 297,
"end": 304
}
]
},
{
"null": false,
"values": [
{
... | {"level": 1, "state_seed": 2556918885, "family": "insurance_policy"} | 1 |
business_document_extraction:train:69 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Excess per claim: €123.00
Beneficiary: C... | [
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 9 May 2027; null if none is."
},
{
"name": "policy_number",
"type": "text",
"instruction": "The policy number in force on 2 September 2025; null if none is."
},
{
"name": "insurer",
"type": "... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "T-09143",
"start": 347,
"end": 354
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Zoe Sato",
"start": 425,... | {"level": 2, "state_seed": 754510617, "family": "insurance_policy"} | 2 |
business_document_extraction:train:31 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Due date: see Schedule A.
Hourly rate: see Schedule... | [
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 4 June 2027; null if none is."
},
{
"name": "invoice_number",
"type": "text",
"instruction": "The invoice number in force on 28 August 2027; null if none is."
},
{
"name": "payment_terms",
"type": "tex... | [
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "3 July 2026",
"start": 640,
"end": 651
}
]
}
] | {"level": 3, "state_seed": 722995158, "family": "invoice"} | 3 |
business_document_extraction:train:30 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
The Provider performs the services with reas... | [
{
"name": "client",
"type": "text",
"instruction": "The client in force on 21 December 2025; null if none is."
},
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 18 August 2026; null if none is."
},
{
"name": "notice_period",
"type": "te... | [
{
"null": false,
"values": [
{
"text": "Arcadia Health",
"start": 618,
"end": 632
}
]
},
{
"null": false,
"values": [
{
"text": "Halvard Energy",
"start": 1147,
"end": 1161
}
]
},
{
"null": false,
"values... | {"level": 4, "state_seed": 3743124745, "family": "service_contract"} | 4 |
business_document_extraction:train:62 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Terms for repeat orders: 2/10 Net 30
Terms: Net 15
... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 8 December 2025; null if none is."
},
{
"name": "billing_address",
"type": "text",
"instruction": "The billing address in force on 1 June 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "Net 15",
"start": 313,
"end": 319
}
]
},
{
"null": false,
"values": [
{
"text": "162 Calle Mayor, Quito",
"start": 337,
"end": 359
}
]
}
] | {"level": 0, "state_seed": 2170083294, "family": "invoice"} | 0 |
business_document_extraction:train:74 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Late payment fee: £299.00
Service provider: ... | [
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 15 December 2025; null if none is."
},
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 1 November 2025; null if none is."
},
{
"name": "provider",
... | [
{
"null": false,
"values": [
{
"text": "19 December 2026",
"start": 385,
"end": 401
}
]
},
{
"null": false,
"values": [
{
"text": "£299.00",
"start": 294,
"end": 301
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 1926765440, "family": "service_contract"} | 1 |
business_document_extraction:train:75 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Attach the delivery note to the invoice.
Goods inspe... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 1 February 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 21 February 2025; null if none is."
},
{
"name": "requester",
"type":... | [
{
"null": false,
"values": [
{
"text": "$619.00",
"start": 479,
"end": 486
}
]
},
{
"null": false,
"values": [
{
"text": "124 Via Roma, Porto",
"start": 381,
"end": 400
}
]
},
{
"null": false,
"values": [... | {"level": 2, "state_seed": 2548806914, "family": "purchase_order"} | 2 |
business_document_extraction:train:38 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Delivery address: 82 Elm Street, Cusco
Purchase orde... | [
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 2 August 2025; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 2 August 2025; null if none is."
},
{
"name": "ship_to",
"type": "... | [
{
"null": false,
"values": [
{
"text": "Ines Lindqvist",
"start": 847,
"end": 861
}
]
},
{
"null": false,
"values": [
{
"text": "T-71597",
"start": 816,
"end": 823
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 479801839, "family": "purchase_order"} | 3 |
business_document_extraction:train:36 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Total due: $3,134.62
Bill to: Bramble Insurance
Hou... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 13 May 2027; null if none is."
},
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 6 January 2026; null if none is."
},
{
"name": "hourly_rate",
"type": "t... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "$2,507.23",
"start": 1711,
"end": 1720
}
]
},
{
"null": false,
"values": [
{
"text": "$577.00",
"start": 925,
"end": 932
}
]
},
... | {"level": 4, "state_seed": 1372933538, "family": "invoice"} | 4 |
business_document_extraction:train:64 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice No.: R-22976
Travel time rate: €701.00
Good... | [
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 1 June 2025; null if none is."
},
{
"name": "billing_address",
"type": "text",
"instruction": "The billing address in force on 4 October 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "€680.00",
"start": 470,
"end": 477
}
]
},
{
"null": false,
"values": [
{
"text": "69 Via Roma, Dakar",
"start": 404,
"end": 422
}
]
}
] | {"level": 0, "state_seed": 3098620229, "family": "invoice"} | 0 |
business_document_extraction:train:76 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Ship to: 99 Mill Lane, Hue
Bill to: 43 Kings Avenue,... | [
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 2 June 2025; null if none is."
},
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 4 October 2026; null if none is."
},
{
"name": "requester",
"type": "text... | [
{
"null": false,
"values": [
{
"text": "99 Mill Lane, Hue",
"start": 277,
"end": 294
}
]
},
{
"null": false,
"values": [
{
"text": "$539.00",
"start": 514,
"end": 521
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 130058289, "family": "purchase_order"} | 1 |
business_document_extraction:train:79 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Required delivery date: 8 November 2025
Unit price:
... | [
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 12 June 2027; null if none is."
},
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 1 December 2025; null if none is."
},
{
"name": "unit_... | [
{
"null": false,
"values": [
{
"text": "8 November 2025",
"start": 292,
"end": 307
}
]
},
{
"null": false,
"values": [
{
"text": "T-74697",
"start": 558,
"end": 565
}
]
},
{
"null": false,
"values": [
... | {"level": 2, "state_seed": 3755914965, "family": "purchase_order"} | 2 |
business_document_extraction:train:39 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Commencement date: 10 May 2025
Provider: see... | [
{
"name": "notice_period",
"type": "text",
"instruction": "The termination notice period in force on 11 February 2026; null if none is."
},
{
"name": "monthly_fee",
"type": "text",
"instruction": "The monthly fee in force on 6 November 2026; null if none is."
},
{
"name": "start_... | [
{
"null": false,
"values": [
{
"text": "two months",
"start": 1049,
"end": 1059
}
]
},
{
"null": false,
"values": [
{
"text": "€318.00",
"start": 624,
"end": 631
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 1253331127, "family": "service_contract"} | 3 |
business_document_extraction:train:43 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Neither party may assign this agreement with... | [
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 7 November 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 5 October 2025; null if none is."
},
{
"name": "late_fee",
"t... | [
{
"null": false,
"values": [
{
"text": "Norvik Labs",
"start": 1115,
"end": 1126
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "€170.00",
"start": 1157,
"end": 1164
}
]
}... | {"level": 4, "state_seed": 4082995139, "family": "service_contract"} | 4 |
business_document_extraction:train:70 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Claims must be supported by receipts.
In... | [
{
"name": "policy_number",
"type": "text",
"instruction": "The policy number in force on 1 September 2025; null if none is."
},
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 31 May 2026; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "T-35454",
"start": 356,
"end": 363
}
]
},
{
"null": false,
"values": [
{
"text": "$423.00",
"start": 525,
"end": 532
}
]
}
] | {"level": 0, "state_seed": 2078072001, "family": "insurance_policy"} | 0 |
business_document_extraction:train:81 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Purchase order no.: K-49790
Supplier: Bluefin Analyt... | [
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 15 April 2026; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 27 August 2026; null if none is."
},
{
"name": "ship_to",
"ty... | [
{
"null": false,
"values": [
{
"text": "23 August 2026",
"start": 441,
"end": 455
}
]
},
{
"null": false,
"values": [
{
"text": "Ben Ibrahim",
"start": 534,
"end": 545
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 2041521056, "family": "purchase_order"} | 1 |
business_document_extraction:train:83 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Cancellation notice:
- 1 February 2025... | [
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 25 February 2025; null if none is."
},
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 1 February 2025; null if none is."
},
{
"name": "premium",
... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Kemi Novak",
"start": 676,
"end": 686
}
]
},
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
... | {"level": 2, "state_seed": 3642724527, "family": "insurance_policy"} | 2 |
business_document_extraction:train:40 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Claims must be supported by receipts.
Pr... | [
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 4 November 2025; null if none is."
},
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 1 October 2025; null if none is."
},
{
"name": "cancellation_notice",
... | [
{
"null": false,
"values": [
{
"text": "Ines Silva",
"start": 357,
"end": 367
}
]
},
{
"null": false,
"values": [
{
"text": "£380.00",
"start": 838,
"end": 845
}
]
},
{
"null": false,
"values": [
{
... | {"level": 3, "state_seed": 4041300367, "family": "insurance_policy"} | 3 |
business_document_extraction:train:45 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Deductible: £292.00
Cover is subject to ... | [
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 16 September 2026; null if none is."
},
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 21 November 2025; null if none is."
},
{
"name": "policyholder",
"... | [
{
"null": false,
"values": [
{
"text": "£292.00",
"start": 292,
"end": 299
}
]
},
{
"null": false,
"values": [
{
"text": "Altamar Freight",
"start": 733,
"end": 748
}
]
},
{
"null": false,
"values": [
... | {"level": 4, "state_seed": 701952503, "family": "insurance_policy"} | 4 |
business_document_extraction:train:71 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
PO number: K-48999
Unit price: $695.00
Partial deliv... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 2 June 2025; null if none is."
},
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 31 December 2026; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "K-48999",
"start": 279,
"end": 286
}
]
},
{
"null": false,
"values": [
{
"text": "$695.00",
"start": 299,
"end": 306
}
]
}
] | {"level": 0, "state_seed": 2094651394, "family": "purchase_order"} | 0 |
business_document_extraction:train:90 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Deductible: see Schedule A.
Beneficiary:... | [
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 2 November 2025; null if none is."
},
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 28 April 2026; null if none is."
},
{
"name": "cancellation_no... | [
{
"null": false,
"values": [
{
"text": "£179.00",
"start": 628,
"end": 635
}
]
},
{
"null": false,
"values": [
{
"text": "Amir Moreau",
"start": 390,
"end": 401
}
]
},
{
"null": true,
"values": []
}
] | {"level": 1, "state_seed": 2959532260, "family": "insurance_policy"} | 1 |
business_document_extraction:train:91 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
The Provider performs the services with reas... | [
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 29 September 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 2 April 2025; null if none is."
},
{
"name": "notice_period",
... | [
{
"null": false,
"values": [
{
"text": "Lumen Textiles",
"start": 770,
"end": 784
}
]
},
{
"null": false,
"values": [
{
"text": "15 October 2025",
"start": 579,
"end": 594
}
]
},
{
"null": false,
"values"... | {"level": 2, "state_seed": 2389435473, "family": "service_contract"} | 2 |
business_document_extraction:train:41 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Service provider: see Schedule A.
Confidenti... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 2 September 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 7 May 2026; null if none is."
},
{
"name": "provider",
"type... | [
{
"null": false,
"values": [
{
"text": "£234.00",
"start": 927,
"end": 934
}
]
},
{
"null": false,
"values": [
{
"text": "25 April 2026",
"start": 782,
"end": 795
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 108302402, "family": "service_contract"} | 3 |
business_document_extraction:train:55 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Shipping address: 18 Kings Avenue, Cuenca
Terms: Ne... | [
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 21 January 2028; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 20 April 2027; null if none is."
},
{
"name": "total_due",
"type": ... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Torrent Media",
"start": 1144,
"end": 1157
}
]
},
{
"null": false,
"values": [
{
"text": "£8,045.37",
"start": 1114,
"end": 1123
}
]... | {"level": 4, "state_seed": 2635776645, "family": "invoice"} | 4 |
business_document_extraction:train:77 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Deliver by: 17 February 2026
Order date: 9 May 2025
... | [
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 13 February 2026; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 1 January 2027; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "17 February 2026",
"start": 280,
"end": 296
}
]
},
{
"null": true,
"values": []
}
] | {"level": 0, "state_seed": 765242952, "family": "purchase_order"} | 0 |
business_document_extraction:train:106 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Monthly charge: $123.00
Setup fee: $7,331.11... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 1 December 2025; null if none is."
},
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 1 December 2025; null if none is."
},
{
"name": "monthly_fee",
... | [
{
"null": false,
"values": [
{
"text": "$254.00",
"start": 374,
"end": 381
}
]
},
{
"null": false,
"values": [
{
"text": "16 April 2026",
"start": 672,
"end": 685
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 3076736854, "family": "service_contract"} | 1 |
business_document_extraction:train:93 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Confidential information is not disclosed to... | [
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 1 May 2025; null if none is."
},
{
"name": "notice_period",
"type": "text",
"instruction": "The termination notice period in force on 3 November 2025; null if none is."
},
{
"name": "provide... | [
{
"null": false,
"values": [
{
"text": "23 June 2026",
"start": 553,
"end": 565
}
]
},
{
"null": false,
"values": [
{
"text": "60 days",
"start": 739,
"end": 746
}
]
},
{
"null": false,
"values": [
... | {"level": 2, "state_seed": 2085817741, "family": "service_contract"} | 2 |
business_document_extraction:train:42 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Supplier: Torrent Media
Payment due: 7 June 2025
Te... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 3 January 2025; null if none is."
},
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 1 January 2025; null if none is."
},
{
"name": "invoice_number",
"type"... | [
{
"null": false,
"values": [
{
"text": "7 June 2025",
"start": 306,
"end": 317
}
]
},
{
"null": false,
"values": [
{
"text": "€1,713.11",
"start": 716,
"end": 725
}
]
},
{
"null": true,
"values": []
},
... | {"level": 3, "state_seed": 958871856, "family": "invoice"} | 3 |
business_document_extraction:train:59 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Emergency call-out fee: $203.00
Subcontracto... | [
{
"name": "notice_period",
"type": "text",
"instruction": "The termination notice period in force on 1 January 2025; null if none is."
},
{
"name": "client",
"type": "text",
"instruction": "The client in force on 1 January 2025; null if none is."
},
{
"name": "provider",
"typ... | [
{
"null": false,
"values": [
{
"text": "14 days",
"start": 844,
"end": 851
}
]
},
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 345,
"end": 359
}
]
},
{
"null": true,
"values": []
},... | {"level": 4, "state_seed": 3628924459, "family": "service_contract"} | 4 |
business_document_extraction:train:78 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Unit price: see Schedule A.
Supplier: Kestrel Air
Bi... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 2 July 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 1 July 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "A-13919",
"start": 390,
"end": 397
}
]
},
{
"null": false,
"values": [
{
"text": "167 Kings Avenue, Darwin",
"start": 416,
"end": 440
}
]
}
] | {"level": 0, "state_seed": 927958898, "family": "purchase_order"} | 0 |
business_document_extraction:train:110 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Unit price: $880.00
Approved by: Elena Costa
Supplie... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 4 April 2026; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 13 June 2027; null if none is."
},
{
"name": "supplier",
"type": "text",
... | [
{
"null": false,
"values": [
{
"text": "$880.00",
"start": 280,
"end": 287
}
]
},
{
"null": false,
"values": [
{
"text": "Chloe Kowalski",
"start": 381,
"end": 395
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 1448357381, "family": "purchase_order"} | 1 |
business_document_extraction:train:96 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Claims must be supported by receipts.
Br... | [
{
"name": "cancellation_notice",
"type": "text",
"instruction": "The notice to cancel in force on 2 December 2025; null if none is."
},
{
"name": "deductible",
"type": "text",
"instruction": "The deductible per claim in force on 1 December 2025; null if none is."
},
{
"name": "in... | [
{
"null": false,
"values": [
{
"text": "two months",
"start": 434,
"end": 444
}
]
},
{
"null": false,
"values": [
{
"text": "€140.00",
"start": 503,
"end": 510
}
]
},
{
"null": false,
"values": [
{
... | {"level": 2, "state_seed": 347691665, "family": "insurance_policy"} | 2 |
business_document_extraction:train:47 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Attach the delivery note to the invoice.
Ship to: 67... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 2 June 2025; null if none is."
},
{
"name": "delivery_date",
"type": "text",
"instruction": "The required delivery date in force on 13 August 2025; null if none is."
},
{
"name": "ship_to",
"ty... | [
{
"null": false,
"values": [
{
"text": "$582.00",
"start": 350,
"end": 357
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "67 Elm Street, Oslo",
"start": 318,
"end": 337
}
]... | {"level": 3, "state_seed": 4033979831, "family": "purchase_order"} | 3 |
business_document_extraction:train:63 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Requester: Chloe Kowalski
Replaces PO: A-51964
Ship ... | [
{
"name": "po_number",
"type": "text",
"instruction": "The purchase order number in force on 12 November 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"instruction": "The delivery address in force on 18 June 2026; null if none is."
},
{
"name": "unit_price",
... | [
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "20 Mill Lane, Darwin",
"start": 324,
"end": 344
}
]
},
{
"null": false,
"values": [
{
"text": "£845.00",
"start": 784,
"end": 791
}
... | {"level": 4, "state_seed": 4226502164, "family": "purchase_order"} | 4 |
business_document_extraction:train:82 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Cancellation notice: one month
Cover is ... | [
{
"name": "premium",
"type": "text",
"instruction": "The monthly premium in force on 1 March 2025; null if none is."
},
{
"name": "cancellation_notice",
"type": "text",
"instruction": "The notice to cancel in force on 2 March 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "£84.00",
"start": 398,
"end": 404
}
]
},
{
"null": false,
"values": [
{
"text": "one month",
"start": 301,
"end": 310
}
]
}
] | {"level": 0, "state_seed": 941137861, "family": "insurance_policy"} | 0 |
business_document_extraction:train:112 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Insured: Tara Rossi
Policy number: R-568... | [
{
"name": "insurer",
"type": "text",
"instruction": "The insurer in force on 2 July 2025; null if none is."
},
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 22 April 2026; null if none is."
},
{
"name": "policy_number",
"type": "text",... | [
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 405,
"end": 419
}
]
},
{
"null": false,
"values": [
{
"text": "Lucas Weber",
"start": 548,
"end": 559
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 2704317707, "family": "insurance_policy"} | 1 |
business_document_extraction:train:103 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Unit price: $407.00
Deliver by: 27 June 2025
Supplie... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 2 April 2025; null if none is."
},
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 1 April 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"in... | [
{
"null": false,
"values": [
{
"text": "$407.00",
"start": 280,
"end": 287
}
]
},
{
"null": false,
"values": [
{
"text": "Orrin Software",
"start": 323,
"end": 337
}
]
},
{
"null": false,
"values": [
... | {"level": 2, "state_seed": 803439290, "family": "purchase_order"} | 2 |
business_document_extraction:train:48 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Thank you for your business.
Travel time rate: $728... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 4 March 2026; null if none is."
},
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 16 May 2026; null if none is."
},
{
"name": "total_due",
"... | [
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "$1,367.54",
"start": 597,
"end": 606
}
]
},
{
"null": false,
"values": [
{
"text": "Sunvale Foods",
"start... | {"level": 3, "state_seed": 3048058251, "family": "invoice"} | 3 |
business_document_extraction:train:66 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Late payment fee: $54.00
Confidential inform... | [
{
"name": "client",
"type": "text",
"instruction": "The client in force on 1 August 2025; null if none is."
},
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 21 May 2026; null if none is."
},
{
"name": "notice_period",
"type": "text",
... | [
{
"null": false,
"values": [
{
"text": "Altamar Freight",
"start": 398,
"end": 413
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "one month",
"start": 933,
"end": 942
}
]
... | {"level": 4, "state_seed": 116484265, "family": "service_contract"} | 4 |
business_document_extraction:train:85 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice No.: R-96689
Total due: $8,567.16
Goods rem... | [
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 12 March 2025; null if none is."
},
{
"name": "invoice_number",
"type": "text",
"instruction": "The invoice number in force on 2 March 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "$83.00",
"start": 456,
"end": 462
}
]
},
{
"null": false,
"values": [
{
"text": "R-96689",
"start": 282,
"end": 289
}
]
}
] | {"level": 0, "state_seed": 3655161995, "family": "invoice"} | 0 |
business_document_extraction:train:123 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Goods remain our property until paid in full.
Billi... | [
{
"name": "due_date",
"type": "text",
"instruction": "The payment due date in force on 1 June 2025; null if none is."
},
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 2 June 2025; null if none is."
},
{
"name": "billing_address",
"ty... | [
{
"null": false,
"values": [
{
"text": "21 September 2026",
"start": 364,
"end": 381
}
]
},
{
"null": false,
"values": [
{
"text": "2/10 Net 30",
"start": 475,
"end": 486
}
]
},
{
"null": false,
"values":... | {"level": 1, "state_seed": 2917326104, "family": "invoice"} | 1 |
business_document_extraction:train:105 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Unit price: see Schedule A.
Approved by: Grace Duboi... | [
{
"name": "unit_price",
"type": "text",
"instruction": "The unit price in force on 2 April 2025; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 7 June 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
"i... | [
{
"null": false,
"values": [
{
"text": "£76.00",
"start": 553,
"end": 559
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "87 Rue des Lilas, Darwin",
"start": 340,
"end": 364
}
... | {"level": 2, "state_seed": 3173494268, "family": "purchase_order"} | 2 |
business_document_extraction:train:53 | business_document_extraction | train | INSURANCE POLICY
Order of precedence: a numbered endorsement prevails over the printed text and over any endorsement with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Policy number: see Schedule A.
Claims mu... | [
{
"name": "policyholder",
"type": "text",
"instruction": "The policyholder in force on 15 May 2025; null if none is."
},
{
"name": "policy_number",
"type": "text",
"instruction": "The policy number in force on 1 May 2025; null if none is."
},
{
"name": "deductible",
"type": "... | [
{
"null": false,
"values": [
{
"text": "Sami Kowalski",
"start": 790,
"end": 803
}
]
},
{
"null": false,
"values": [
{
"text": "T-70449",
"start": 917,
"end": 924
}
]
},
{
"null": false,
"values": [
... | {"level": 3, "state_seed": 1336750866, "family": "insurance_policy"} | 3 |
business_document_extraction:train:67 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
The Provider performs the services with reas... | [
{
"name": "start_date",
"type": "text",
"instruction": "The commencement date in force on 1 February 2025; null if none is."
},
{
"name": "provider",
"type": "text",
"instruction": "The service provider in force on 30 January 2026; null if none is."
},
{
"name": "late_fee",
"... | [
{
"null": false,
"values": [
{
"text": "6 October 2025",
"start": 724,
"end": 738
}
]
},
{
"null": true,
"values": []
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Halvard Energy",
... | {"level": 4, "state_seed": 1011429640, "family": "service_contract"} | 4 |
business_document_extraction:train:87 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Total due: $6,134.60
Due date: 10 November 2026
Pay... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 18 June 2025; null if none is."
},
{
"name": "hourly_rate",
"type": "text",
"instruction": "The hourly consulting rate in force on 13 November 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "due on receipt",
"start": 332,
"end": 346
}
]
},
{
"null": true,
"values": []
}
] | {"level": 0, "state_seed": 2516342688, "family": "invoice"} | 0 |
business_document_extraction:train:126 | business_document_extraction | train | PURCHASE ORDER
Order of precedence: a numbered change prevails over the printed text and over any change with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Vendor: Arcadia Health
PO number: see Schedule A.
Sh... | [
{
"name": "supplier",
"type": "text",
"instruction": "The supplier in force on 6 November 2026; null if none is."
},
{
"name": "requester",
"type": "text",
"instruction": "The requester in force on 29 September 2025; null if none is."
},
{
"name": "ship_to",
"type": "text",
... | [
{
"null": false,
"values": [
{
"text": "Arcadia Health",
"start": 276,
"end": 290
}
]
},
{
"null": false,
"values": [
{
"text": "Tara Kowalski",
"start": 357,
"end": 370
}
]
},
{
"null": false,
"values": ... | {"level": 1, "state_seed": 3017492196, "family": "purchase_order"} | 1 |
business_document_extraction:train:117 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Monthly charge: £523.00
Start of services: s... | [
{
"name": "monthly_fee",
"type": "text",
"instruction": "The monthly fee in force on 11 July 2025; null if none is."
},
{
"name": "notice_period",
"type": "text",
"instruction": "The termination notice period in force on 2 July 2025; null if none is."
},
{
"name": "provider",
... | [
{
"null": false,
"values": [
{
"text": "£523.00",
"start": 292,
"end": 299
}
]
},
{
"null": false,
"values": [
{
"text": "90 days",
"start": 615,
"end": 622
}
]
},
{
"null": false,
"values": [
{
... | {"level": 2, "state_seed": 3215363416, "family": "service_contract"} | 2 |
business_document_extraction:train:57 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Invoice date: 11 November 2025
Goods remain our pro... | [
{
"name": "billing_address",
"type": "text",
"instruction": "The billing address in force on 7 December 2026; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 8 November 2026; null if none is."
},
{
"name": "due_date",
"type": "t... | [
{
"null": false,
"values": [
{
"text": "22 Harbour Road, Sfax",
"start": 537,
"end": 558
}
]
},
{
"null": false,
"values": [
{
"text": "Pexis Robotics",
"start": 784,
"end": 798
}
]
},
{
"null": false,
"v... | {"level": 3, "state_seed": 1966851885, "family": "invoice"} | 3 |
business_document_extraction:train:84 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Payment due: see Schedule A.
Customer: Quillon Bank... | [
{
"name": "billing_address",
"type": "text",
"instruction": "The billing address in force on 1 April 2025; null if none is."
},
{
"name": "vendor",
"type": "text",
"instruction": "The vendor in force on 20 July 2025; null if none is."
},
{
"name": "payment_terms",
"type": "te... | [
{
"null": false,
"values": [
{
"text": "177 Kings Avenue, Hanoi",
"start": 370,
"end": 393
}
]
},
{
"null": true,
"values": []
},
{
"null": false,
"values": [
{
"text": "Net 15",
"start": 467,
"end": 473
}
... | {"level": 4, "state_seed": 2996463060, "family": "invoice"} | 4 |
business_document_extraction:train:94 | business_document_extraction | train | SERVICE CONTRACT
Order of precedence: a numbered amendment prevails over the printed text and over any amendment with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Neither party may assign this agreement with... | [
{
"name": "late_fee",
"type": "text",
"instruction": "The late payment fee in force on 1 February 2025; null if none is."
},
{
"name": "monthly_fee",
"type": "text",
"instruction": "The monthly fee in force on 1 February 2025; null if none is."
}
] | [
{
"null": false,
"values": [
{
"text": "€367.00",
"start": 554,
"end": 561
}
]
},
{
"null": false,
"values": [
{
"text": "€345.00",
"start": 357,
"end": 364
}
]
}
] | {"level": 0, "state_seed": 1566440519, "family": "service_contract"} | 0 |
business_document_extraction:train:130 | business_document_extraction | train | INVOICE
Order of precedence: a numbered correction prevails over the printed text and over any correction with a lower number, from its effective date until its end date if it has one; dated ranges are inclusive. "See Schedule X" means the value stated in Schedule X.
Payment terms: see Schedule A.
Invoice address: 70 ... | [
{
"name": "payment_terms",
"type": "text",
"instruction": "The payment terms in force on 1 July 2025; null if none is."
},
{
"name": "total_due",
"type": "text",
"instruction": "The total due in force on 26 September 2025; null if none is."
},
{
"name": "billing_address",
"ty... | [
{
"null": false,
"values": [
{
"text": "2/10 Net 30",
"start": 489,
"end": 500
}
]
},
{
"null": false,
"values": [
{
"text": "$4,951.99",
"start": 426,
"end": 435
}
]
},
{
"null": false,
"values": [
... | {"level": 1, "state_seed": 2714581742, "family": "invoice"} | 1 |
End of preview. Expand in Data Studio
procedural-extraction
Procedurally generated extraction requests: one text and several typed fields to fill from it in one pass, as
extraction models (e.g. Cloudflare's Clairic) are asked. Each field is text (one span) or list (every
matching span) and is answered with character spans of the text or null. Answers are computed by construction,
so spans are exact and labels noise-free (each generator samples a latent structure, such as a fact store,
a merged configuration tree or a DOM, and a solver computes the answer; independent readers of the rendered
texts recompute every answer in reasoning-core's tests); nulls are earned (the text mentions a negated, proposed, former or
other entity's value, not nothing). The tasks are generated by
reasoning-core (commit 8676e4e, see
provenance.json) and are a procedural component of the extraction config of
tasksource-jev-typed-decisions.
| config | what is extracted |
|---|---|
record_field_extraction |
A person's city, employer, job title, phone, email and birth date, from prose about several people with near-miss names; negated, former, hoped-for and relatives' values as confusers; "same city/company as X" chains |
state_update_extraction |
The value in force (or before the last change) of plan slots, from a timestamped chat of statements, proposals approved/rejected/pending, corrections and undos, out of order from level 2 |
conditional_list_extraction |
Every order id or product meeting conjunctive, negated or numeric conditions after later updates, or the heaviest such order; prose, bullets or a table |
log_query_extraction |
Every request id or user of log lines matching filters on level, exact service (auth vs auth-proxy), status, latency and user, or the latest/slowest match; plain, logfmt or JSON lines |
typed_mention_extraction |
Named-entity style: every mention of each requested type, where one name (Jordan) is a person, place, organization or product by context; companies by a defined current role among former and unrelated relations; codes by a stated format among near-miss strings |
business_document_extraction |
The value in force on a date in an invoice, purchase order, contract or insurance policy: numbered amendments override printed values and each other, dated windows, schedule references that chain, near-miss keys (subtotal vs total) |
nested_structure_extraction |
Path, any-depth and predicate-filter queries on a JSON, YAML or XML configuration whose override layers deep-merge or replace whole blocks |
html_extraction |
Fields of the main item in raw HTML: scope (nested and related item cards), visibility (hidden, template, struck prices), dt/dd, label-for, attributes and spec tables with rowspan/colspan |
date_range_extraction |
Every invoice, shipment, contract or ticket whose date of one role (issued vs due) falls in a range, before/after a date, in a month or on a weekday, or the earliest/latest; dates ISO, worded, day/month or month/day numeric under a stated section convention, year-less under a stated year, or relative to another record |
spec_match_extraction |
Every laptop, e-bike or monitor meeting conjunctive spec requirements, or the best such one; specs and thresholds in mixed exact units (g/kg, GB/TB, min/h, Wh/kWh, in/cm) and a stated number convention (1.234,5), near-miss products failing one requirement, unstated specs not qualifying |
Levels 0 to 4 are drawn uniformly; level is a column. Mean per-field score by level (0 / 1 / 2 / 3 / 4):
| config | train | validation | test | DeepSeek-v4-flash | GLiNER-large |
|---|---|---|---|---|---|
record_field_extraction |
10,000 | 500 | 500 | 1.00 / 0.96 / 0.81 / 0.72 / 0.62 | 0.80 / 0.59 / 0.36 / 0.45 / 0.38 |
state_update_extraction |
10,000 | 500 | 500 | 0.84 / 0.76 / 0.77 / 0.68 / 0.51 | 0.58 / 0.46 / 0.37 / 0.36 / 0.29 |
conditional_list_extraction |
10,000 | 500 | 500 | 0.88 / 0.79 / 0.70 / 0.64 / 0.52 | 0.29 / 0.17 / 0.12 / 0.05 / 0.10 |
log_query_extraction |
10,000 | 500 | 500 | 0.86 / 0.76 / 0.68 / 0.63 / 0.59 | 0.31 / 0.16 / 0.09 / 0.24 / 0.15 |
typed_mention_extraction |
10,000 | 500 | 500 | 0.85 / 0.80 / 0.79 / 0.69 / 0.66 | 0.40 / 0.42 / 0.49 / 0.34 / 0.39 |
business_document_extraction |
10,000 | 500 | 500 | 0.90 / 0.91 / 0.90 / 0.84 / 0.80 | 0.82 / 0.53 / 0.56 / 0.44 / 0.43 |
nested_structure_extraction |
10,000 | 500 | 500 | 0.93 / 0.88 / 0.94 / 0.86 / 0.86 | 0.18 / 0.20 / 0.20 / 0.20 / 0.18 |
html_extraction |
10,000 | 500 | 500 | 0.98 / 0.96 / 0.94 / 0.98 / 0.90 | 0.35 / 0.31 / 0.30 / 0.27 / 0.39 |
date_range_extraction |
10,000 | 500 | 500 | 0.75 / 0.62 / 0.60 / 0.44 / 0.44 | 0.16 / 0.03 / 0.03 / 0.00 / 0.02 |
spec_match_extraction |
10,000 | 500 | 500 | 0.81 / 0.53 / 0.27 / 0.25 / 0.17 | 0.11 / 0.08 / 0.04 / 0.03 / 0.04 |
Schema
state (the text), fields ([{name, type, instruction}]), answers (one per field: {null, values: [{text, start, end}]}, state[start:end] == text), metadata (JSON: level, state seed), level.
Citation
If you use tasksource, its standardized task annotations, or datasets derived from them in published research, please cite the tasksource paper (Sileo, LREC-COLING 2024). The procedural data is generated with Reasoning Core; please also cite the Reasoning Core paper (Sileo et al., 2026).
@inproceedings{sileo-2024-tasksource,
title = "tasksource: A Large Collection of {NLP} tasks with a Structured Dataset Preprocessing Framework",
author = "Sileo, Damien",
booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)",
month = may,
year = "2024",
address = "Torino, Italia",
publisher = "ELRA and ICCL",
url = "https://aclanthology.org/2024.lrec-main.1361",
doi = "10.63317/2h4pkr685mkq",
pages = "15655--15684",
}
@article{sileo2026reasoning,
title={Reasoning Core: Designing Broad Procedural Data for Completion-Supervised Reasoning Training},
author={Sileo, Damien and Lacombe, Valentin and Kachler, Dimitri},
journal={arXiv preprint arXiv:2608.05148},
year={2026},
url={https://arxiv.org/abs/2608.05148}
}
- Downloads last month
- 63