{ "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" }