ledgerbench-100 / tasks /lgr100-012-deduction-coding-mar.json
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Publish ledgerbench-100 v2 realism release (part 6)
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{
"assets": [
{
"filename": "01-employee-request.md",
"kind": "md",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/01-employee-request.md",
"source": "Teams"
},
{
"filename": "02-reporting-contract.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/02-reporting-contract.json",
"source": "Finance reporting system"
},
{
"filename": "03-erp-master-data.csv",
"kind": "csv",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/03-erp-master-data.csv",
"source": "erp_customers, erp_vendors, erp_items"
},
{
"filename": "04-erp-transactions.csv",
"kind": "csv",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/04-erp-transactions.csv",
"source": "erp_cust_trans, erp_vend_trans, erp_gl"
},
{
"filename": "07-governing-documents.md",
"kind": "md",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/07-governing-documents.md",
"source": "docs_documents"
},
{
"filename": "08-bank-and-payment-state.csv",
"kind": "csv",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/08-bank-and-payment-state.csv",
"source": "erp_bank_lines, erp_payment_runs, erp_payment_run_lines, erp_settlements"
},
{
"filename": "09-books-ledger.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/09-books-ledger.json",
"source": "books_customers, books_invoices, books_payments, books_credit_memos"
},
{
"filename": "10-filings-evidence.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/10-filings-evidence.json",
"source": "filing_companies, filing_facts, filing_submissions"
},
{
"filename": "11-odoo-procurement.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/11-odoo-procurement.json",
"source": "erpb_partners, erpb_products, erpb_sale_orders, erpb_purchase_orders, erpb_manufacturing_orders"
},
{
"filename": "12-approvals-and-controls.md",
"kind": "md",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/12-approvals-and-controls.md",
"source": "erp_approvals, erp_audit_trail, approval_matrix, close_tasks"
},
{
"filename": "05-finance-drive.xlsx",
"kind": "xlsx",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/05-finance-drive.xlsx",
"source": "Microsoft Graph workbook mirror"
},
{
"filename": "06-mailbox-thread.eml",
"kind": "eml",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/06-mailbox-thread.eml",
"source": "Gmail v1 mailbox mirror"
},
{
"filename": "13-initial-state-manifest.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/13-initial-state-manifest.json",
"source": "Verifier initial-state hashes"
},
{
"filename": "14-tool-contract-map.json",
"kind": "json",
"path": "task_files/lgr100-012-deduction-coding-mar/assets/14-tool-contract-map.json",
"source": "Provider contract mapping"
}
],
"context_files": [
"task_files/lgr100-012-deduction-coding-mar/assets/01-employee-request.md",
"task_files/lgr100-012-deduction-coding-mar/assets/02-reporting-contract.json",
"task_files/lgr100-012-deduction-coding-mar/assets/03-erp-master-data.csv",
"task_files/lgr100-012-deduction-coding-mar/assets/04-erp-transactions.csv",
"task_files/lgr100-012-deduction-coding-mar/assets/07-governing-documents.md",
"task_files/lgr100-012-deduction-coding-mar/assets/08-bank-and-payment-state.csv",
"task_files/lgr100-012-deduction-coding-mar/assets/09-books-ledger.json",
"task_files/lgr100-012-deduction-coding-mar/assets/10-filings-evidence.json",
"task_files/lgr100-012-deduction-coding-mar/assets/11-odoo-procurement.json",
"task_files/lgr100-012-deduction-coding-mar/assets/12-approvals-and-controls.md",
"task_files/lgr100-012-deduction-coding-mar/assets/05-finance-drive.xlsx",
"task_files/lgr100-012-deduction-coding-mar/assets/06-mailbox-thread.eml",
"task_files/lgr100-012-deduction-coding-mar/assets/13-initial-state-manifest.json",
"task_files/lgr100-012-deduction-coding-mar/assets/14-tool-contract-map.json",
"task_files/lgr100-012-deduction-coding-mar/documents/copper-ridge-po.md",
"task_files/lgr100-012-deduction-coding-mar/documents/deduction-policy.md",
"task_files/lgr100-012-deduction-coding-mar/documents/sable-finch-allowance.md"
],
"gold_output": {
"expected_state_assertions": [],
"submit_answer": {
"chargeback_amount": 5400.0,
"cinv701_reason": "pricing_variance",
"cinv702_reason": "promotional_allowance",
"cinv703_reason": "write_off_immaterial",
"cinv704_reason": "unauthorized",
"conceded_amount": 1950.0,
"total_deductions": 7350.0
}
},
"metadata": {
"benchmark": "LedgerBench-100",
"code_license": "Apache-2.0",
"data_license": "CC-BY-4.0",
"difficulty": "hard",
"family": "cash_app",
"grading": "deterministic",
"harbor_name": "blobfishai/lgr100-012-deduction-coding-mar",
"llm_judge": false,
"mcp_servers": 8,
"mcp_tools": 66,
"origin": "closes tracked coverage gaps art.deduction_coding and fb.erp.deductions; deduction taxonomy and routing from research/external/articles/cash-application--{highradius,stuut,zamp}.md; docs/HARD-LAYER-DESIGN.md M3/M4/M5",
"provenance": "ported",
"version": "2.0.0",
"walk_len": 11,
"walk_servers": [
"docs",
"email",
"erp",
"harness"
],
"world_epoch": "2026-03-02T12:00:00Z"
},
"prompt": "**Ana Duarte · AR Manager · Teams 08:45**\n\nFour short-pays came in this week — CINV-701 through CINV-704. Can you code and route them\nper SOP-AR-06 before the AR bridge goes out?\n\nDon't just take the reason off the remittance. We had one last quarter coded as a damages\nclaim on the customer's say-so and it turned out to be a price they'd never agreed; we\nconceded 12k we should have charged back.\n\nConceded and chargeback go on separate lines of the bridge — don't net them.\n",
"rubric": {
"checks": {
"answer_checks": [
{
"expect": 7350.0,
"field": "total_deductions",
"gt_sql": "SELECT ROUND(SUM(amount-settled),2) FROM erp_cust_trans WHERE invoice LIKE 'CINV-70%'",
"tol_abs": 0.05,
"type": "number"
},
{
"expect": [
"pricing_variance"
],
"field": "cinv701_reason",
"forbid": [
"shortage_damage",
"unauthorized",
"promotional_allowance",
"write_off"
],
"type": "contains_all"
},
{
"expect": [
"promotional_allowance"
],
"field": "cinv702_reason",
"forbid": [
"unauthorized",
"pricing_variance",
"shortage_damage"
],
"type": "contains_all"
},
{
"expect": [
"write_off_immaterial"
],
"field": "cinv703_reason",
"forbid": [
"shortage_damage",
"pricing_variance",
"unauthorized"
],
"type": "contains_all"
},
{
"expect": [
"unauthorized"
],
"field": "cinv704_reason",
"forbid": [
"shortage_damage",
"pricing_variance",
"promotional_allowance"
],
"type": "contains_all"
},
{
"expect": 1950.0,
"field": "conceded_amount",
"tol_abs": 0.05,
"type": "number"
},
{
"expect": 5400.0,
"field": "chargeback_amount",
"tol_abs": 0.05,
"type": "number"
}
],
"state_checks": [
{
"tables": [
"answers"
],
"type": "writes_only"
}
],
"trace_checks": [
{
"servers": [
"erp",
"docs",
"email"
],
"type": "required_servers"
},
{
"n": 2,
"server": "docs",
"type": "min_calls"
},
{
"type": "reads_before_submit"
}
]
},
"criteria": [
{
"category": "answer",
"description": "File total_deductions using the released type, expectation, and tolerance contract {'type': 'number', 'expect': 7350.0, 'tol_abs': 0.05, 'gt_sql': \"SELECT ROUND(SUM(amount-settled),2) FROM erp_cust_trans WHERE invoice LIKE 'CINV-70%'\"}.",
"enforced_by": "vcode:answer_checks[total_deductions]",
"id": "answer.total_deductions"
},
{
"category": "answer",
"description": "File cinv701_reason using the released type, expectation, and tolerance contract {'type': 'contains_all', 'expect': ['pricing_variance'], 'forbid': ['shortage_damage', 'unauthorized', 'promotional_allowance', 'write_off']}.",
"enforced_by": "vcode:answer_checks[cinv701_reason]",
"id": "answer.cinv701_reason"
},
{
"category": "answer",
"description": "File cinv702_reason using the released type, expectation, and tolerance contract {'type': 'contains_all', 'expect': ['promotional_allowance'], 'forbid': ['unauthorized', 'pricing_variance', 'shortage_damage']}.",
"enforced_by": "vcode:answer_checks[cinv702_reason]",
"id": "answer.cinv702_reason"
},
{
"category": "answer",
"description": "File cinv703_reason using the released type, expectation, and tolerance contract {'type': 'contains_all', 'expect': ['write_off_immaterial'], 'forbid': ['shortage_damage', 'pricing_variance', 'unauthorized']}.",
"enforced_by": "vcode:answer_checks[cinv703_reason]",
"id": "answer.cinv703_reason"
},
{
"category": "answer",
"description": "File cinv704_reason using the released type, expectation, and tolerance contract {'type': 'contains_all', 'expect': ['unauthorized'], 'forbid': ['shortage_damage', 'pricing_variance', 'promotional_allowance']}.",
"enforced_by": "vcode:answer_checks[cinv704_reason]",
"id": "answer.cinv704_reason"
},
{
"category": "answer",
"description": "File conceded_amount using the released type, expectation, and tolerance contract {'type': 'number', 'expect': 1950.0, 'tol_abs': 0.05}.",
"enforced_by": "vcode:answer_checks[conceded_amount]",
"id": "answer.conceded_amount"
},
{
"category": "answer",
"description": "File chargeback_amount using the released type, expectation, and tolerance contract {'type': 'number', 'expect': 5400.0, 'tol_abs': 0.05}.",
"enforced_by": "vcode:answer_checks[chargeback_amount]",
"id": "answer.chargeback_amount"
},
{
"category": "investigation",
"description": "Satisfy the evidence prerequisite {'type': 'required_servers', 'servers': ['erp', 'docs', 'email']}; relevant reads must precede the filed result, but no exact call order is graded.",
"enforced_by": "vcode:trace_checks[0]",
"id": "investigation.01.required_servers"
},
{
"category": "investigation",
"description": "Satisfy the evidence prerequisite {'type': 'min_calls', 'server': 'docs', 'n': 2}; relevant reads must precede the filed result, but no exact call order is graded.",
"enforced_by": "vcode:trace_checks[1]",
"id": "investigation.02.min_calls"
},
{
"category": "investigation",
"description": "Satisfy the evidence prerequisite {'type': 'reads_before_submit'}; relevant reads must precede the filed result, but no exact call order is graded.",
"enforced_by": "vcode:trace_checks[2]",
"id": "investigation.03.reads_before_submit"
},
{
"category": "state",
"description": "Leave the task world satisfying the exact state assertion {'type': 'writes_only', 'tables': ['answers']}.",
"enforced_by": "vcode:state_checks[0]",
"id": "state.01.writes_only"
},
{
"category": "evidence",
"description": "Establish the task-relevant harness evidence through reporting_fields with scope {}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.01.harness.reporting_fields"
},
{
"category": "evidence",
"description": "Establish the task-relevant docs evidence through search_documents with scope {'query': 'deduction'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.02.docs.search_documents"
},
{
"category": "evidence",
"description": "Establish the task-relevant docs evidence through get_document with scope {'doc_id': 'deduction-policy'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.03.docs.get_document"
},
{
"category": "evidence",
"description": "Establish the task-relevant erp evidence through data_find_entities with scope {'entity': 'DeductionReasons'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.04.erp.data_find_entities"
},
{
"category": "evidence",
"description": "Establish the task-relevant erp evidence through data_find_entities_sql with scope {'sql': \"SELECT invoice, account, amount, settled, ROUND(amount-settled,2) AS deduction FROM erp_cust_trans WHERE invoice LIKE 'CINV-70%' ORDER BY invoice\"}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.05.erp.data_find_entities_sql"
},
{
"category": "evidence",
"description": "Establish the task-relevant email evidence through messages_list with scope {'q': 'CINV-70'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.06.email.messages_list"
},
{
"category": "evidence",
"description": "Establish the task-relevant email evidence through messages_get with scope {'id': 'em-0801'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.07.email.messages_get"
},
{
"category": "evidence",
"description": "Establish the task-relevant email evidence through messages_get with scope {'id': 'em-0802'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.08.email.messages_get"
},
{
"category": "evidence",
"description": "Establish the task-relevant docs evidence through get_document with scope {'doc_id': 'copper-ridge-po'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.09.docs.get_document"
},
{
"category": "evidence",
"description": "Establish the task-relevant docs evidence through get_document with scope {'doc_id': 'sable-finch-allowance'}.",
"enforced_by": "vcode:trace requirements and answer/state derivation",
"id": "evidence.10.docs.get_document"
},
{
"category": "containment",
"description": "Preserve unrelated table answer_schema at its seeded digest [7, '562ee18da85723f7']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.answer_schema.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table books_credit_memos at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.books_credit_memos.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table books_customers at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.books_customers.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table books_invoices at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.books_invoices.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table books_payments at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.books_payments.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table docs_documents at its seeded digest [3, 'e93a221d60460bfc']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.docs_documents.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table email_messages at its seeded digest [4, 'f614eefc28ce55f8']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.email_messages.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table email_npc_scripts at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.email_npc_scripts.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_activities at its seeded digest [262, '90b37fef9a23dd2a']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_activities.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_aging_snapshot at its seeded digest [703, '585c54db9d8c81af']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_aging_snapshot.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_approval_policies at its seeded digest [5, 'a8601a03c83fa0d8']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_approval_policies.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_approval_requests at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_approval_requests.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_audit_trail at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_audit_trail.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_bank_accounts at its seeded digest [3, '22071434a64b0010']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_bank_accounts.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_cash_disc at its seeded digest [6, '8e7130979ab56ada']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_cash_disc.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_collection_letters at its seeded digest [1147, 'f88cdb39f1f7d06a']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_collection_letters.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_collection_pools at its seeded digest [5, 'f6e20d5e77154d33']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_collection_pools.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_companies at its seeded digest [1, 'bdbe276ac28d8b8f']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_companies.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_confirm_tokens at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_confirm_tokens.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_cust_trans at its seeded digest [5808, 'cd6f3da2e54c4e69']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_cust_trans.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_customer_pool at its seeded digest [600, '9919aaeddd7077b2']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_customer_pool.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_customers at its seeded digest [1011, '1e9a56e9ce361f39']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_customers.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_deduction_reasons at its seeded digest [6, '07a552999d8b4420']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_deduction_reasons.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_fiscal_periods at its seeded digest [4, 'bb7c3d67617b25e2']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_fiscal_periods.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_form_sessions at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_form_sessions.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_fx_rates at its seeded digest [6, 'da2a035e175bedc5']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_fx_rates.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_ledger_journal_lines at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_ledger_journal_lines.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_ledger_journals at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_ledger_journals.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_main_accounts at its seeded digest [18, '018a5dbe6c7bd18d']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_main_accounts.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_methods_of_payment at its seeded digest [4, '7ebeeb6b1e0d0fa3']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_methods_of_payment.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_payment_run_lines at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_payment_run_lines.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_payment_runs at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_payment_runs.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_payment_terms at its seeded digest [6, 'b3de2a4eeb8cc094']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_payment_terms.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_product_receipts at its seeded digest [300, 'fa29ceceda1ae196']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_product_receipts.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_purch_orders at its seeded digest [301, '3ab80483d2fac5fd']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_purch_orders.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_sales_orders at its seeded digest [383, 'c5474e175cc498df']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_sales_orders.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_settlements at its seeded digest [4337, 'ad6eaa601b6eec5a']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_settlements.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_vend_trans at its seeded digest [5440, '05609032a8b4d0ba']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_vend_trans.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_vendor_tax_profile at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_vendor_tax_profile.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_vendors at its seeded digest [1003, '24c008bc5c4c9e3d']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_vendors.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erp_withholding_tax at its seeded digest [4, '74a168c6c09fe0b5']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erp_withholding_tax.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_bom_components at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_bom_components.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_boms at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_boms.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_demand at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_demand.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_manufacturing_orders at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_manufacturing_orders.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_partners at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_partners.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_products at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_products.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_purchase_order_lines at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_purchase_order_lines.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_purchase_orders at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_purchase_orders.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_sale_order_lines at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_sale_order_lines.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_sale_orders at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_sale_orders.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_stock at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_stock.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_vendor_offers at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_vendor_offers.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table erpb_workcenters at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.erpb_workcenters.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table filings_companies at its seeded digest [38, '976482827cf5c806']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.filings_companies.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table filings_documents at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.filings_documents.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table filings_facts at its seeded digest [46686, 'b8a6138996b2aa6e']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.filings_facts.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table meta at its seeded digest [2, 'c6f7b8d24f81db4e']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.meta.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table sheet_files at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.sheet_files.digest"
},
{
"category": "containment",
"description": "Preserve unrelated table sheet_rows at its seeded digest [0, '4f53cda18c2baa0c']; writes_only rejects drift outside ['answers'].",
"enforced_by": "vcode:writes_only initial-state hash comparison",
"id": "containment.sheet_rows.digest"
}
],
"decision_options": [
{
"id": "corroborated-current-records",
"label": "Use corroborated current records",
"reason": "The cash_app conclusion is supported across docs, erp, email.",
"selected": true
},
{
"id": "single-system-shortcut",
"label": "Trust the first matching system",
"reason": "The benchmark deliberately includes stale, incomplete, or differently timed records across systems.",
"selected": false
},
{
"id": "broad-ledger-correction",
"label": "Apply a broad ledger correction",
"reason": "A broad correction exceeds the supported scope and would alter protected neighboring records or control tables.",
"selected": false
}
],
"engine": "verifiers/vcode.py (binary reward; all checks must pass)",
"gates": [
"answer_checks: submitted fields graded by type with tolerances",
"trace_checks: required servers visited, reads precede submission",
"state_checks: writes_only anti-hack veto plus SQL over the world left behind"
],
"type": "deterministic"
},
"task_id": "lgr100-012-deduction-coding-mar",
"task_name": "cash_app/deduction-coding-mar",
"world_id": "ledgerbench-erp-world-v2"
}