{"arm": "schema", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 32.39, "prompt_chars": 1013, "tools": true, "raw": "```json\n{\"answer\": 43, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered = customer_confirm_date ≤ 2026-06-30\"}\n```\n", "obj": {"answer": 43, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered = customer_confirm_date ≤ 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 34.29, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"active_customers\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window from 2026-03-04 applied (version 2, since 1 April 2026)\"}\n```\n", "obj": {"answer": 18, "definition_id": "active_customers", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2026-03-04 applied (version 2, since 1 April 2026)"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 39.76, "prompt_chars": 6653, "tools": true, "raw": "```json\n{\"answer\": 43, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Counted shipments with customer_confirm_date present and on/before 2026-06-30\"}\n```\n", "obj": {"answer": 43, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Counted shipments with customer_confirm_date present and on/before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 47.76, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"15 customers had orders in period (2025-10-03, 2026-04-01] with status != cancelled\"}\n```\n", "obj": {"answer": 15, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "15 customers had orders in period (2025-10-03, 2026-04-01] with status != cancelled"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 48.95, "prompt_chars": 1033, "tools": true, "raw": "Based on my analysis of the CSV files:\n\n**Q1 2026 (2026-01-01 to 2026-03-31) Net Revenue Calculation:**\n- Total Invoiced (13 invoices in period): $137,020\n- Total Returns (1 return in period): $3,577\n- **Net Revenue: $133,443**\n\n```json\n{\"answer\": 133443, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Invoices minus returns for period 2026-01-01 to 2026-03-31\"}\n```\n", "obj": {"answer": 133443, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Invoices minus returns for period 2026-01-01 to 2026-03-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 55.04, "prompt_chars": 4936, "tools": true, "raw": "I need to calculate net revenue for the period 2025-10-01 to 2025-12-31 under the applicable definition.\n\n**Determining the applicable definition:**\n\nAs of 2025-12-31, the effective definition is:\n- **meridian.def.net_revenue version 1** (effective 2025-01-01 to 2026-04-30)\n\nThis states: Net revenue = sum of (gross_amount - discount_amount) for invoices dated in period, minus returns dated in period.\n\n**Step 1: Find invoices dated 2025-10-01 to 2025-12-31**\n\nInvoices in this range:\n- I001 (O002)", "obj": {"answer": 115288, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "Period invoices minus period returns"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 62.89, "prompt_chars": 2462, "tools": true, "raw": "```json\n{\"answer\": 6, \"definition_id\": \"halden_ontime_v1\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"On-time when customer_confirm_date≤revised/promised_date\"}\n```\n", "obj": {"answer": 6, "definition_id": "halden_ontime_v1", "definition_version": 1, "unanswerable": false, "note": "On-time when customer_confirm_date≤revised/promised_date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 33.98, "prompt_chars": 6343, "tools": true, "raw": "```json\n{\"answer\": 104670, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Applied version 2: (gross - discount + freight) minus returns\"}\n```\n", "obj": {"answer": 104670, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "Applied version 2: (gross - discount + freight) minus returns"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 46.68, "prompt_chars": 6731, "tools": true, "raw": "```json\n{\"answer\": 58155, \"definition_id\": \"meridian.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 ZEN orders June-Aug 2026 (non-cancelled); gross minus discount\"}\n```\n", "obj": {"answer": 58155, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "7 ZEN orders June-Aug 2026 (non-cancelled); gross minus discount"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 33.69, "prompt_chars": 5097, "tools": true, "raw": "Based on my analysis of the CSV files:\n\n**Order O066 Details:**\n- Order date: 2025-12-28\n- Carrier scan date: 2026-01-06\n- Contract: C-118 (Halden Logistics)\n\n**Business Days Calculation:**\nUsing the Halden business day definition (version 1, effective from 2025-01-01), I counted weekdays excluding Halden public holidays. Between the order date (excluded) and carrier scan date (included), the business days are:\n- 2025-12-29 (Monday)\n- 2025-12-30 (Tuesday)\n- 2025-12-31 (Wednesday)\n- 2026-01-02 (F", "obj": {"answer": 5, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "5 business days from order to scan date"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 34.0, "prompt_chars": 6630, "tools": true, "raw": "Based on my analysis of the definition catalogue provided, there is no definition of \"churn\" or \"churned customers\" available. The catalogue includes definitions for:\n- active_customer\n- net_revenue\n- delivered\n- on_time\n- order_value\n- business_day\n\nBut there is no definition specifying what constitutes a \"churned\" customer, or what metric should be used to determine churn during a specific period.\n\nWithout an explicit definition of churn in the authoritative definition catalogue, I cannot reli", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No churn definition in catalogue"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 69.9, "prompt_chars": 6661, "tools": true, "raw": "```json\n{\"answer\": 7, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 shipments delivered and on-time as of 2025-12-31\"}\n```\n", "obj": {"answer": 7, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "7 shipments delivered and on-time as of 2025-12-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 54.29, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Active customers in 180-day window ending 2026-08-31\"}\n```\n", "obj": {"answer": 18, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "Active customers in 180-day window ending 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 77.31, "prompt_chars": 2462, "tools": true, "raw": "```json\n{\"answer\": 7, \"definition_id\": \"Meridian Supply Co - On-time performance\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"7 of 14 delivered C-118 shipments met promised/revised delivery dates by 2026-08-31\"}\n```\n", "obj": {"answer": 7, "definition_id": "Meridian Supply Co - On-time performance", "definition_version": null, "unanswerable": false, "note": "7 of 14 delivered C-118 shipments met promised/revised delivery dates by 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 36.34, "prompt_chars": 6377, "tools": true, "raw": "```json\n{\"answer\": 139070, \"definition_id\": \"meridian.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"15 non-cancelled orders placed 2026-05-01 to 2026-07-31\"}\n```\n", "obj": {"answer": 139070, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "15 non-cancelled orders placed 2026-05-01 to 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 119.3, "prompt_chars": 4941, "tools": true, "raw": "Based on my analysis of the CSV data using the definition catalogue:\n\nI applied the **Meridian definitions** to answer this question, interpreting \"the customer's own working calendar\" as the Meridian company's business calendar:\n\n1. **meridian.def.delivered** (v1): A shipment is delivered when `customer_confirm_date` is present - this identifies the customer's actual receipt date\n2. **meridian.def.on_time** (v2, effective 2026-02-01): Uses revised_promised_date if present, otherwise promised_da", "obj": {"answer": 18, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "Used Meridian business calendar; 18 orders exceeded 2-day lateness threshold"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 41.71, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"customers_ordered_past_year\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"21 unique customers ordered between 2025-07-15 and 2026-07-15\"}\n```\n", "obj": {"answer": 21, "definition_id": "customers_ordered_past_year", "definition_version": 1, "unanswerable": false, "note": "21 unique customers ordered between 2025-07-15 and 2026-07-15"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 129.94, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"Active customers\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window from 2025-10-04 to 2026-04-01\"}\n```\n", "obj": {"answer": 15, "definition_id": "Active customers", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2025-10-04 to 2026-04-01"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 41.86, "prompt_chars": 3844, "tools": true, "raw": "```json\n{\"answer\": 43, \"definition_id\": \"Delivered shipments\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Customer confirmation date present and on/before 2026-06-30\"}\n```\n", "obj": {"answer": 43, "definition_id": "Delivered shipments", "definition_version": 1, "unanswerable": false, "note": "Customer confirmation date present and on/before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 43.08, "prompt_chars": 2406, "tools": true, "raw": "```json\n{\"answer\": 43, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Shipments with customer_confirm_date on/before 2026-06-30\"}\n```\n", "obj": {"answer": 43, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Shipments with customer_confirm_date on/before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 60.81, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"ordered_past_year\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"21 unique customers placed orders between 2025-04-01 and 2026-04-01.\"}\n```\n", "obj": {"answer": 21, "definition_id": "ordered_past_year", "definition_version": 1, "unanswerable": false, "note": "21 unique customers placed orders between 2025-04-01 and 2026-04-01."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 32.05, "prompt_chars": 6306, "tools": true, "raw": "Based on my review of all CSV files in the working directory (customers.csv, orders.csv, shipments.csv, invoices.csv, and returns.csv), I can confirm that none of these tables contain a customer satisfaction score column or any related metric.\n\nThe available columns across all tables are:\n- customers: customer_id, signup_date, segment, contract_status\n- orders: order_id, customer_id, order_date, promised_date, revised_promised_date, status, gross_amount, discount_amount, freight_amount, tax_amou", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No satisfaction score column found in any CSV table."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_pad", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 49.63, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 in force; window 365 days back from 2026-02-28\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 in force; window 365 days back from 2026-02-28"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 28.99, "prompt_chars": 4899, "tools": true, "raw": "Looking at the available CSV files and their columns:\n\n- **customers.csv**: customer_id, signup_date, segment, contract_status\n- **orders.csv**: order_id, customer_id, order_date, promised_date, revised_promised_date, status, gross_amount, discount_amount, freight_amount, tax_amount, supplier_id, contract_id\n- **shipments.csv**: shipment_id, order_id, supplier_id, carrier_scan_date, customer_confirm_date\n- **invoices.csv**: invoice_id, order_id, invoice_date, amount\n- **returns.csv**: return_id,", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No customer satisfaction score field in data."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "schema", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 28.85, "prompt_chars": 1013, "tools": true, "raw": "{\"answer\": 37, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Shipments with non-null customer_confirm_date on or before 2026-05-31.\"}\n", "obj": {"answer": 37, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Shipments with non-null customer_confirm_date on or before 2026-05-31."}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 76.27, "prompt_chars": 1069, "tools": true, "raw": "Based on my analysis of the CSV data, I found:\n\n**C-118 Contract Analysis as of 2026-07-31:**\n\nThe data contains 20 orders with contract C-118. Of these, 12 had shipments that were confirmed (delivered) by the cutoff date of 2026-07-31:\n\n**On-time deliveries (6):**\n- S003 (O004): Confirmed 2026-02-06 ≤ revised promised 2026-02-08 ✓\n- S012 (O013): Confirmed 2025-08-17 ≤ promised 2025-08-21 ✓\n- S020 (O021): Confirmed 2025-08-28 ≤ promised 2025-08-30 ✓\n- S023 (O024): Confirmed 2026-03-14 ≤ promised", "obj": {"answer": 6, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "On-time defined as confirm_date <= promised/revised_promised date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 53.08, "prompt_chars": 6343, "tools": true, "raw": "Based on my analysis of the CSV files for the period 2026-07-01 to 2026-08-31 inclusive:\n\n**Invoices in period:** 7 invoices (I007, I013, I026, I029, I048, I051, I054)\n- Total calculated value: 63,690 (using gross_amount - discount_amount + freight_amount per order)\n\n**Returns in period:** 1 return (R004 on 2026-07-11)\n- Total amount: 787\n\n**Net Revenue:** 63,690 - 787 = **62,903**\n\nApplied definition: meridian.def.net_revenue version 2 (effective 2026-05-01), which includes freight_amount in th", "obj": {"answer": 62903, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "7 invoices, 1 return in period"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 55.71, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": \"past_year_orders\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers who placed orders within past 12 months.\"}\n```\n", "obj": {"answer": 20, "definition_id": "past_year_orders", "definition_version": null, "unanswerable": false, "note": "Customers who placed orders within past 12 months."}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 188.77, "prompt_chars": 2426, "tools": true, "raw": "```json\n{\n  \"answer\": 118338,\n  \"definition_id\": null,\n  \"definition_version\": null,\n  \"unanswerable\": false,\n  \"note\": \"Revenue = invoices minus sales tax. Net = revenue minus Q4 2025 returns.\"\n}\n```\n", "obj": {"answer": 118338, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Revenue = invoices minus sales tax. Net = revenue minus Q4 2025 returns."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 74.47, "prompt_chars": 2465, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Counted C-301 shipments with HAL supplier and customer_confirm_date <= 2026-08-31\"}\n```\n", "obj": {"answer": 10, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Counted C-301 shipments with HAL supplier and customer_confirm_date <= 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 67.58, "prompt_chars": 6661, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"23 of 50 delivered shipments met on-time criteria\"}\n```\n", "obj": {"answer": 23, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "23 of 50 delivered shipments met on-time criteria"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 40.83, "prompt_chars": 3898, "tools": true, "raw": "Looking at the orders.csv file, I need to:\n1. Filter orders with order_date between 2026-05-01 and 2026-07-31 (inclusive)\n2. Exclude orders with status \"cancelled\"\n3. Calculate order value as: gross_amount - discount_amount (per Meridian definition)\n\nLet me identify all qualifying orders:\n\n**Orders in date range (2026-05-01 to 2026-07-31) with non-cancelled status:**\n\n| Order ID | Order Date | Status | Gross Amount | Discount | Order Value |\n|----------|-----------|--------|--------------|------", "obj": {"answer": 139070, "definition_id": "order_value", "definition_version": 1, "unanswerable": false, "note": "15 non-cancelled orders, gross minus discount, freight and tax excluded"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 26.67, "prompt_chars": 4887, "tools": true, "raw": "Based on my review of all the available CSV files (customers.csv, orders.csv, shipments.csv, invoices.csv, and returns.csv), I cannot find any data tracking damaged shipments in transit. \n\nThe shipments.csv file contains shipment_id, order_id, supplier_id, carrier_scan_date, and customer_confirm_date, but no field indicating damage status. The returns.csv file tracks return amounts but doesn't indicate whether returns were due to damage. None of the other CSV files contain any information about ", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No damaged shipment data exists in CSV files"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose_full", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 22.81, "prompt_chars": 3815, "tools": true, "raw": "Based on my review of all the CSV files (customers.csv, orders.csv, shipments.csv, invoices.csv, and returns.csv), I cannot find any data field that tracks whether shipments were damaged in transit.\n\nThe shipments.csv file contains tracking information (carrier_scan_date, customer_confirm_date) but no damage status or damage indicator. The returns.csv file records returns but does not include a reason code or damage flag. None of the other files contain this information either.\n\nThe Reporting Ha", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No damage status field in data"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 60.92, "prompt_chars": 4964, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"15 C-118 shipments had carrier_scan_date on/before 2026-07-31\"}\n```\n", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "15 C-118 shipments had carrier_scan_date on/before 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 65.27, "prompt_chars": 3852, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": \"Meridian On-time delivery (1 Jan 2025 - 31 Jan 2026) + Delivered shipments\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"10 shipments delivered by 2026-01-31 met promised date\"}\n```\n", "obj": {"answer": 10, "definition_id": "Meridian On-time delivery (1 Jan 2025 - 31 Jan 2026) + Delivered shipments", "definition_version": 1, "unanswerable": false, "note": "10 shipments delivered by 2026-01-31 met promised date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 59.69, "prompt_chars": 1016, "tools": true, "raw": "Based on my analysis of the CSV data:\n\nThe customers table contains 24 customers with a \"contract_status\" field explicitly indicating whether each customer's contract is \"open\" or \"closed\". As of 2026-08-31, all customers have signup dates on or before that date (earliest: 2024-02-19, latest: 2025-10-07).\n\n**Active customers** are those with contract_status = \"open\":\n- Total with open contracts: 20\n- Closed contracts: 4 (C002, C007, C020, C023)\n\nThe contract_status field is the primary indicator", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with contract_status='open' as of 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 51.26, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 22, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Past year orders definition applied (2025-06-01 to 2026-06-01)\"}\n```\n", "obj": {"answer": 22, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Past year orders definition applied (2025-06-01 to 2026-06-01)"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 100.55, "prompt_chars": 990, "tools": true, "raw": "Looking at the CSV files, I need to identify customers who churned during Q2 2026 (April 1 - June 30, 2026).\n\nLet me analyze the data:\n\n**Customers with closed contract status:**\n- C002: No orders recorded, never active\n- C007: Last order 2026-03-15 (Q1 2026)\n- C020: Orders including O026 on 2026-06-07 (Q2 2026)\n- C023: Orders including O003 (2026-05-07) and O019 (2026-06-20) (Q2 2026)\n\n**Determining churn:**\nWithout an explicit churn_date field, I interpret \"churned during Q2 2026\" as customers", "obj": {"answer": 2, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Closed-status customers with last Q2 activity"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 19.82, "prompt_chars": 6624, "tools": true, "raw": "Looking at the shipments.csv file, I can see the available columns are:\n- shipment_id\n- order_id\n- supplier_id\n- carrier_scan_date\n- customer_confirm_date\n\nThe shipments data contains tracking and delivery information but does not include any field indicating damage status or damage in transit. The definition catalogue provided also does not include any definition for damaged shipments or damage in transit.\n\nSince the required data does not exist in the available CSV files, and no definition is ", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Shipments data lacks damage-status field; no definition available."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_pad", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 122.05, "prompt_chars": 6300, "tools": true, "raw": "Based on my analysis, I need to interpret which version of the active_customer definition to apply. The definition catalogue shows V1 (365-day window) was in effect through March 31, 2026, and V2 (180-day window) became effective April 1, 2026.\n\nFor measuring churn **during Q2 2026**, the most accurate approach is to:\n- Measure who was active at the **start of Q2** (end of Q1): use V1 definition on 2026-03-31 with 365-day window\n- Measure who was active at the **end of Q2**: use V2 definition on", "obj": {"answer": 6, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "Churn measured from end-Q1 (V1) to end-Q2 (V2)"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 27.55, "prompt_chars": 2377, "tools": true, "raw": "Based on my analysis of all available CSV files (customers.csv, orders.csv, shipments.csv, invoices.csv, and returns.csv), I cannot find any data indicating which shipments were damaged in transit.\n\nThe shipments.csv file contains columns for shipment_id, order_id, supplier_id, carrier_scan_date, and customer_confirm_date, but no damage information. The returns.csv file records returns by order_id with amounts, but does not specify damage as the reason for returns.\n\nNone of the CSV files contain", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No damage data in shipments or returns tables"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose_full", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 25.88, "prompt_chars": 3827, "tools": true, "raw": "Based on my examination of all the CSV files (customers.csv, orders.csv, invoices.csv, shipments.csv, and returns.csv), there is no customer satisfaction score field available in any of the data.\n\nThe available fields in these files include order information, invoice details, shipment tracking, and returns, but no satisfaction score data is present.\n\n```json\n{\"answer\": null, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": true, \"note\": \"No customer satisfaction score field in ", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No customer satisfaction score field in data"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "schema", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 43.47, "prompt_chars": 1061, "tools": true, "raw": "Based on my analysis of the CSV files, I found:\n\n**C-118 Contract Shipments Analysis:**\n- Total C-118 orders: 20\n- Orders with shipments in data: 18 (O041 and O051 are cancelled with no shipments)\n- Shipments delivered (customer_confirm_date ≤ 2026-08-31): **15**\n\nThe 15 delivered shipments are: S003, S005, S008, S012, S016, S020, S023, S038, S043, S045, S046, S048, S057, S060, S067\n\nThree shipments were not delivered by the cutoff date (customer_confirm_date is None or after 2026-08-31): S006, ", "obj": {"answer": 15, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered = customer_confirm_date populated and ≤ 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 34.08, "prompt_chars": 4872, "tools": true, "raw": "Looking at the definition catalogue and the available data, I need to determine if \"gross margin\" can be calculated.\n\nThe definition catalogue provides definitions for:\n- net_revenue\n- order_value\n- active_customer\n- delivered\n- on_time\n- business_day\n\nHowever, **\"gross margin\" is not defined** in the definition catalogue.\n\nAdditionally, to calculate gross margin (typically: Revenue - Cost of Goods Sold), we would need cost of goods sold data. The available CSV files contain:\n- gross_amount\n- di", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Gross margin undefined; no cost data available"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 31.11, "prompt_chars": 2406, "tools": true, "raw": "{\"answer\": 37, \"definition_id\": \"customer_confirm_date\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Delivered when customer received shipment by 2026-05-31\"}\n", "obj": {"answer": 37, "definition_id": "customer_confirm_date", "definition_version": 1, "unanswerable": false, "note": "Delivered when customer received shipment by 2026-05-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 67.71, "prompt_chars": 4924, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"21 delivered shipments were on time as of 2026-07-31\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "21 delivered shipments were on time as of 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 134.51, "prompt_chars": 2426, "tools": true, "raw": "```json\n{\"answer\": 74641, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Invoices issued 2026-07-01 to 2026-08-31 less returns in same period\"}\n```\n", "obj": {"answer": 74641, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Invoices issued 2026-07-01 to 2026-08-31 less returns in same period"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 41.0, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"21 active customers in 365-day window ending 2026-02-28\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "21 active customers in 365-day window ending 2026-02-28"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 86.37, "prompt_chars": 6709, "tools": true, "raw": "Perfect! I have the answer. Let me verify the definitions applied:\n\nFor contract C-118 reconciliation (counterparty-facing), according to the federation records:\n- **Delivered definition**: fed.C-118.delivered → halden.def.delivered v2 (carrier_scan_date present and ≤ 2026-06-30)\n- **On-time definition**: fed.C-118.on_time → meridian.def.on_time version in force on 2026-06-30\n  - Version 1 was effective until 2026-01-31\n  - Version 2 is effective from 2026-02-01 onward\n  - So version 2 applies o", "obj": {"answer": 9, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "9 of 15 C-118 HAL shipments delivered by 2026-06-30 were on time"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 33.36, "prompt_chars": 3852, "tools": true, "raw": "```json\n{\"answer\": 7, \"definition_id\": \"On-time delivery\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 of 20 delivered shipments were on-time as of 2025-12-31\"}\n```\n", "obj": {"answer": 7, "definition_id": "On-time delivery", "definition_version": 1, "unanswerable": false, "note": "7 of 20 delivered shipments were on-time as of 2025-12-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 34.09, "prompt_chars": 3800, "tools": true, "raw": "Looking at the CSV data and the provided handbook, I need to identify if \"gross margin\" is a defined measure and whether I can calculate it from the available data.\n\n**Analysis:**\n\nThe handbook provides definitions for:\n- Active customers\n- Net revenue (gross amount minus discount, adjusted for freight timing)\n- Delivered shipments\n- On-time delivery\n- Order value (gross minus discount, excluding freight and tax)\n- Business days\n\n**\"Gross margin\" is not defined** in the provided handbook.\n\nTo ca", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Gross margin undefined; COGS data unavailable in dataset"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 52.46, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window from 2026-03-05 to 2026-08-31, excluding cancelled orders\"}\n```\n", "obj": {"answer": 18, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2026-03-05 to 2026-08-31, excluding cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 40.98, "prompt_chars": 6452, "tools": true, "raw": "```json\n{\"answer\": 29065, \"definition_id\": \"halden.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"4 non-cancelled C-118 orders within date range\"}\n```\n", "obj": {"answer": 29065, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "4 non-cancelled C-118 orders within date range"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 26.0, "prompt_chars": 1021, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"On-time: delivery_date <= promised_date; delivered by 2026-02-01\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "On-time: delivery_date <= promised_date; delivered by 2026-02-01"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 66.9, "prompt_chars": 3864, "tools": true, "raw": "```json\n{\"answer\": 115288, \"definition_id\": \"Net revenue\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Invoices dated Q4 2025 (freight excluded); 1 return deducted\"}\n```\n", "obj": {"answer": 115288, "definition_id": "Net revenue", "definition_version": 1, "unanswerable": false, "note": "Invoices dated Q4 2025 (freight excluded); 1 return deducted"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 37.67, "prompt_chars": 4975, "tools": true, "raw": "Based on my analysis of the CSV files, I found:\n\n1. All C-301 orders are operated by supplier HAL: O010, O015, O023, O027, O029, O030, O031, O034, O037, O043, O046, O050, O053, O058, O063\n\n2. Applying the definition \"meridian.def.delivered\" version 1, a shipment is delivered as of 2026-08-31 if customer_confirm_date is present and on or before that date.\n\n3. Delivered shipments (10 total):\n   - O015: 2025-12-30\n   - O029: 2026-04-01\n   - O030: 2026-01-06\n   - O031: 2026-07-15\n   - O034: 2026-05-", "obj": {"answer": 10, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "10 C-301 HAL shipments delivered by 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 35.82, "prompt_chars": 6323, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Shipments with customer_confirm_date present and on/before 2026-08-31.\"}\n```\n", "obj": {"answer": 50, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Shipments with customer_confirm_date present and on/before 2026-08-31."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 90.68, "prompt_chars": 6712, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"10 C-301 shipments with customer_confirm_date on/before 2026-08-31\"}\n```\n", "obj": {"answer": 10, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "10 C-301 shipments with customer_confirm_date on/before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 63.38, "prompt_chars": 2414, "tools": true, "raw": "```json\n{\"answer\": 9, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"9 of 20 shipments delivered by 2025-12-31 met promised date\"}\n```\n", "obj": {"answer": 9, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "9 of 20 shipments delivered by 2025-12-31 met promised date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 37.48, "prompt_chars": 2406, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Counted shipments with non-null customer_confirm_date on or before 2026-08-31\"}\n```\n", "obj": {"answer": 50, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Counted shipments with non-null customer_confirm_date on or before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 73.08, "prompt_chars": 3903, "tools": true, "raw": "Based on my analysis of the CSV files:\n\nI identified all 15 C-301 orders (all associated with supplier HAL). Of these, 14 have corresponding shipments in the shipments data. Using the Meridian reporting definition of \"delivered\" (customer confirmation date is present and falls on or before the reference date), I found that **10 shipments** had customer confirmation dates on or before 2026-08-31.\n\nThe delivered shipments are: S014, S028, S029, S030, S033, S041, S044, S049, S053, S058.\n\nThe undeli", "obj": {"answer": 10, "definition_id": "delivered_shipments", "definition_version": 1, "unanswerable": false, "note": "Meridian rule: customer confirmation date present and ≤ cutoff"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 220.11, "prompt_chars": 6379, "tools": true, "raw": "Based on my analysis of the definition catalogue and the CSV data:\n\n**Analysis:**\n\nFor the monthly reconciliation with Halden Logistics under contract C-118 as of 2026-07-31:\n\n1. **\"Delivered\" definition**: `halden.def.delivered` (version 2, effective 2026-01-01) specifies that a shipment is delivered if `carrier_scan_date` is present and ≤ 2026-07-31\n\n2. **\"On time\" definition**: `halden.def.on_time` is **not defined** in the catalogue. However, `meridian.def.on_time` (version 2, effective 2026", "obj": {"answer": 9, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "Halden delivery date; meridian on_time logic applied"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 53.14, "prompt_chars": 1016, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers with open contracts, signed up by 2026-05-15.\"}\n```\n", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with open contracts, signed up by 2026-05-15."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 49.58, "prompt_chars": 6343, "tools": true, "raw": "Based on my analysis of the data:\n\n**Invoices in the period (2026-01-01 to 2026-03-31):** 13 invoices totaling 112,920 (calculated as gross_amount - discount_amount for each)\n\n**Returns in the period:** 1 return (R002, order O023, dated 2026-03-19) totaling 3,577\n\n**Net revenue calculation:** 112,920 - 3,577 = **109,343**\n\nI applied **meridian.def.net_revenue version 1**, which is the effective definition for the period requested (effective 2025-01-01 to 2026-04-30). This definition specifies th", "obj": {"answer": 109343, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "Q1 2026 invoices minus returns per version 1"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 102.97, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 16, \"definition_id\": \"Active customers\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window (1 April 2026+), 32 qualifying orders\"}\n```\n", "obj": {"answer": 16, "definition_id": "Active customers", "definition_version": 2, "unanswerable": false, "note": "180-day window (1 April 2026+), 32 qualifying orders"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 31.75, "prompt_chars": 6323, "tools": true, "raw": "```json\n{\"answer\": 37, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Customer confirm date present and on or before 2026-05-31\"}\n```\n", "obj": {"answer": 37, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Customer confirm date present and on or before 2026-05-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 31.81, "prompt_chars": 2426, "tools": true, "raw": "```json\n{\"answer\": 133443, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Q1 invoices 137020 minus returns 3577 per CONTEXT definition\"}\n```\n", "obj": {"answer": 133443, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Q1 invoices 137020 minus returns 3577 per CONTEXT definition"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 62.17, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 19, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 effective 2025-01-01 to 2026-03-31. Window: 365 days.\"}\n```\n", "obj": {"answer": 19, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 effective 2025-01-01 to 2026-03-31. Window: 365 days."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 33.74, "prompt_chars": 6626, "tools": true, "raw": "Looking at the orders data, I need to determine which definition applies and then compute the answer.\n\n**Definition Version Analysis:**\n- As of 2026-09-06, version 2 of `meridian.def.active_customer` is in effect (from 2026-04-01 onward)\n- Version 2 requires: \"A customer is active as of date D if at least one order exists for that customer with status not equal to cancelled and order_date in the interval (D - window_days, D]\" with window_days = 180\n\n**For 2027-01-01:**\n- Window: (2027-01-01 - 18", "obj": {"answer": null, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": true, "note": "Data lacks orders through 2027-01-01; cannot verify future state"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 37.12, "prompt_chars": 4889, "tools": true, "raw": "Looking at the data and definition:\n\n**Definition Analysis:**\n- Question asked as of: 2026-09-06\n- Target date: 2027-01-01\n- Applicable definition: `meridian.def.active_customer` version 2 (effective from 2026-04-01)\n- Window: 180 days, so interval: (2026-07-05, 2027-01-01]\n\n**Data Availability Issue:**\nThe latest order_date in the CSV file is 2026-08-29, which is approximately 125 days before the target date of 2027-01-01. The definition requires identifying all customers with non-cancelled ord", "obj": {"answer": null, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": true, "note": "Data extends only to 2026-08-29; 2027-01-01 is future date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose_full", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 254.01, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"active_customers\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window from 2025-12-03 to 2026-06-01\"}\n```\n", "obj": {"answer": 17, "definition_id": "active_customers", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2025-12-03 to 2026-06-01"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 43.68, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers who ordered in past year from ref date.\"}\n```\n", "obj": {"answer": 21, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers who ordered in past year from ref date."}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 65.48, "prompt_chars": 2414, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": \"on-time-performance\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Customer received on or before promised/revised delivery date\"}\n```\n", "obj": {"answer": 12, "definition_id": "on-time-performance", "definition_version": 1, "unanswerable": false, "note": "Customer received on or before promised/revised delivery date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 68.94, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"Active customers\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"365-day window from 2025-03-15 to 2026-03-15; 21 distinct customers with non-cancelled orders\"}\n```\n", "obj": {"answer": 21, "definition_id": "Active customers", "definition_version": 1, "unanswerable": false, "note": "365-day window from 2025-03-15 to 2026-03-15; 21 distinct customers with non-cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 74.83, "prompt_chars": 3821, "tools": true, "raw": "```json\n{\"answer\": 2, \"definition_id\": \"Active Customer\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"Churned = active Apr 1 but not Jun 30; 180-day active window\"}\n```\n", "obj": {"answer": 2, "definition_id": "Active Customer", "definition_version": null, "unanswerable": false, "note": "Churned = active Apr 1 but not Jun 30; 180-day active window"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "schema", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 26.29, "prompt_chars": 996, "tools": true, "raw": "Looking at the CSV files, I need to find data about contract C-118 and its customer satisfaction scores.\n\nThe files contain these columns:\n- **customers.csv**: customer_id, signup_date, segment, contract_status\n- **orders.csv**: order_id, customer_id, order_date, promised_date, revised_promised_date, status, gross_amount, discount_amount, freight_amount, tax_amount, supplier_id, contract_id\n- **shipments.csv**: shipment_id, order_id, supplier_id, carrier_scan_date, customer_confirm_date\n- **invo", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No satisfaction score column in CSV files"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 41.07, "prompt_chars": 4936, "tools": true, "raw": "Based on my analysis of the CSV files:\n\n**For the period 2026-07-01 to 2026-08-31 (as of 2026-08-31):**\n\nI applied **meridian.def.net_revenue version 2** (effective from 2026-05-01), which defines net revenue as:\n- Sum of (gross_amount - discount_amount + freight_amount) for all invoices dated in the period\n- Minus the amount of returns dated in the same period\n\n**Calculation:**\n- 7 invoices in period totaling: 63,690\n- 1 return in period totaling: 787\n- Net revenue: 63,690 - 787 = **62,903**\n\n`", "obj": {"answer": 62903, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "Period 2026-07-01 to 2026-08-31: 7 invoices, 1 return"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 124.31, "prompt_chars": 6678, "tools": true, "raw": "Perfect! The calculation is verified. The business day counting is working correctly.\n\nBased on my analysis of the CSV data:\n\n**Findings:**\n- I identified 50 shipments with confirmed delivery dates (customer_confirm_date present)\n- I compared each delivery date against the promised date (using revised_promised_date when present, otherwise promised_date per meridian.def.on_time v2 effective from 2026-02-01)\n- I counted business days late using Meridian's business day definition (excluding weekend", "obj": {"answer": 18, "definition_id": "meridian.def.business_day", "definition_version": 1, "unanswerable": false, "note": "Used Meridian calendar; applied on_time v2 for promised dates"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 48.01, "prompt_chars": 2454, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered = customer_confirm_date not null and <= 2026-08-31\"}\n```\n", "obj": {"answer": 15, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered = customer_confirm_date not null and <= 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 48.52, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 16, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"16 active customers in 180-day window\"}\n```\n", "obj": {"answer": 16, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "16 active customers in 180-day window"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 48.34, "prompt_chars": 4916, "tools": true, "raw": "Based on the data in shipments.csv and applying the Meridian definition of \"delivered\", I counted all shipments where customer_confirm_date is present (not None) and is on or before 2026-06-30.\n\n```json\n{\"answer\": 43, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Count of delivered shipments with confirmed delivery date\"}\n```\n", "obj": {"answer": 43, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Count of delivered shipments with confirmed delivery date"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 75.7, "prompt_chars": 6331, "tools": true, "raw": "Based on my analysis of the CSV data using Meridian definitions as of 2026-01-31:\n\n**Definitions Applied:**\n- **Delivered** (meridian.def.delivered v1): A shipment is delivered as of date D if customer_confirm_date is present and is on or before D.\n- **On Time** (meridian.def.on_time v1): A delivered shipment is on time if its delivery date is on or before the promised_date recorded on the order.\n\nI found 10 shipments that satisfy both conditions with customer confirmation dates on or before 202", "obj": {"answer": 10, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "10 on-time delivered shipments as of 2026-01-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 103.16, "prompt_chars": 3852, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": \"On-time delivery\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"New on-time rule from Feb 1, 2026 applied. 25 shipped delivered, 12 on-time.\"}\n```\n", "obj": {"answer": 12, "definition_id": "On-time delivery", "definition_version": 2, "unanswerable": false, "note": "New on-time rule from Feb 1, 2026 applied. 25 shipped delivered, 12 on-time."}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 41.89, "prompt_chars": 4025, "tools": true, "raw": "```json\n{\"answer\": 5, \"definition_id\": \"halden_business_days\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"5 business days (Dec 29-31, Jan 2, 5) between order date and carrier scan date\"}\n```\n", "obj": {"answer": 5, "definition_id": "halden_business_days", "definition_version": 1, "unanswerable": false, "note": "5 business days (Dec 29-31, Jan 2, 5) between order date and carrier scan date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 37.65, "prompt_chars": 5045, "tools": true, "raw": "```json\n{\"answer\": 18220, \"definition_id\": \"halden.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"2 C-118 orders in date range, non-cancelled\"}\n```\n", "obj": {"answer": 18220, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "2 C-118 orders in date range, non-cancelled"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 33.65, "prompt_chars": 4916, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"50 shipments with customer_confirm_date present and on/before 2026-08-31\"}\n```\n", "obj": {"answer": 50, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "50 shipments with customer_confirm_date present and on/before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 45.11, "prompt_chars": 1194, "tools": true, "raw": "Perfect! I have all the necessary information. Let me verify the data:\n\n**Order O006:**\n- Order date: 2025-12-30\n- Supplier: HAL (Halden Logistics)\n- Contract: C-118\n\n**Shipment for O006:**\n- Carrier scan date: 2026-01-14\n- Supplier: HAL\n\nNow I'll calculate the business days (weekdays only - Monday through Friday, from the day after the order date up to and including the scan date):\n\nThe calculation shows:\n- Start: 2025-12-31 (Wednesday) - first day after order date\n- End: 2026-01-14 (Wednesday)", "obj": {"answer": 11, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Weekdays only, order date to scan date inclusive"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 33.79, "prompt_chars": 1021, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"On-time = delivery_date ≤ promised_date\"}\n```\n", "obj": {"answer": 21, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "On-time = delivery_date ≤ promised_date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 23.33, "prompt_chars": 2460, "tools": true, "raw": "```json\n{\"answer\": 153700, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Non-cancelled orders 2026-05-01 to 2026-07-31, gross_amount summed\"}\n```\n", "obj": {"answer": 153700, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Non-cancelled orders 2026-05-01 to 2026-07-31, gross_amount summed"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 103.04, "prompt_chars": 2484, "tools": true, "raw": "Based on my analysis of the CSV files, I've identified all non-cancelled orders handled by supplier ZEN that were placed between 2026-06-01 and 2026-08-31 (inclusive):\n\n- O016 (2026-08-09): 2,700\n- O019 (2026-06-20): 10,500\n- O020 (2026-08-11): 5,200\n- O025 (2026-08-21): 5,800\n- O026 (2026-06-07): 15,200\n- O036 (2026-07-25): 15,100\n- O069 (2026-06-24): 8,200\n\n**Total: 62,700**\n\n```json\n{\"answer\": 62700, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Sum of gro", "obj": {"answer": 62700, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Sum of gross_amount for non-cancelled ZEN orders placed 2026-06-01 to 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 74.2, "prompt_chars": 6709, "tools": true, "raw": "Perfect! Let me verify this analysis is correct by reviewing the applicable definitions:\n\nFor this question about C-118 shipments under contract reconciliation with Halden Logistics:\n\n1. **Delivered definition** (from federation record fed.C-118.delivered):\n   - Governs: halden.def.delivered version 2 (effective 2026-01-01)\n   - Statement: \"A shipment is delivered as of date D if carrier_scan_date is present and is on or before D\"\n   - Applied: Counted shipments with carrier_scan_date on or befo", "obj": {"answer": 9, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "9 of 15 C-118 shipments delivered as of 2026-07-31 were on time"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 54.75, "prompt_chars": 1021, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"On-time = confirmed_date <= promised_date (revised if available)\"}\n```\n", "obj": {"answer": 23, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "On-time = confirmed_date <= promised_date (revised if available)"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 54.8, "prompt_chars": 6782, "tools": true, "raw": "Perfect! I have identified the relevant orders and calculated the total value.\n\n**Analysis:**\n\nFor the monthly reconciliation with Halden Logistics under contract C-118, I need to identify non-cancelled orders placed between 2026-05-01 and 2026-07-31 inclusive.\n\n**Matching orders:**\n- O009 (2026-07-14): gross 4,600 - discount 460 + freight 350 = 4,490\n- O045 (2026-05-10): gross 3,100 - discount 310 + freight 150 = 2,940\n- O065 (2026-07-21): gross 16,100 - discount 2,415 + freight 200 = 13,885\n- ", "obj": {"answer": 29065, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "4 invoiced C-118 orders, May-July 2026"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 31.13, "prompt_chars": 3844, "tools": true, "raw": "```json\n{\"answer\": 37, \"definition_id\": \"Delivered shipments\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Meridian rule: customer confirmation date present and on/before 2026-05-31\"}\n```\n", "obj": {"answer": 37, "definition_id": "Delivered shipments", "definition_version": 1, "unanswerable": false, "note": "Meridian rule: customer confirmation date present and on/before 2026-05-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 32.14, "prompt_chars": 1067, "tools": true, "raw": "```json\n{\"answer\": 153700, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Summed gross_amount for non-cancelled orders 2026-05-01 to 2026-07-31\"}\n```\n", "obj": {"answer": 153700, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Summed gross_amount for non-cancelled orders 2026-05-01 to 2026-07-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 52.67, "prompt_chars": 6673, "tools": true, "raw": "Now let me calculate the net revenue using the definition that applies on 2026-06-30.\n\nFor the period 2026-05-01 to 2026-06-30, version 2 of meridian.def.net_revenue applies (effective from 2026-05-01).\n\n**Step 1: Identify invoices dated 2026-05-01 to 2026-06-30 inclusive**\n\nFrom invoices.csv:\n- I002 (O003, 2026-05-31)\n- I017 (O022, 2026-05-07)\n- I021 (O026, 2026-06-23)\n- I027 (O034, 2026-05-31)\n- I030 (O038, 2026-05-01)\n- I031 (O039, 2026-05-02)\n- I032 (O042, 2026-06-07)\n- I035 (O045, 2026-05-2", "obj": {"answer": 104670, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "Invoice amounts excluding tax; includes freight per version 2"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 183.68, "prompt_chars": 3900, "tools": true, "raw": "Perfect. The analysis is complete. Let me verify the definition I applied:\n\nFor Halden Logistics under contract C-118 as of 2026-08-31:\n\n**Delivered shipments:** Since 1 January 2026, Halden treats a shipment as delivered when carrier_scan_date is present and on or before the date in question. All 18 C-118 Halden shipments meet this criterion (both cancelled orders O041 and O051 have no shipments).\n\n**On-time shipments:** The rule changed on 1 February 2026:\n- Before 2026-02-01: delivery date (c", "obj": {"answer": 11, "definition_id": "on-time delivery, delivered shipments", "definition_version": 2, "unanswerable": false, "note": "Halden rule applied since 2026-02-01"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 124.33, "prompt_chars": 6348, "tools": true, "raw": "Based on my analysis of the CSV data and the definition catalogue:\n\n**Analysis:**\n\n1. **Definition availability**: Only `meridian.def.on_time` (version 2, effective 2026-02-01) defines what \"late\" means. There is no `halden.def.on_time` definition.\n\n2. **Scope mapping**: \n   - ZEN supplier orders → Meridian scope → can be classified as late/on_time\n   - HAL supplier orders → Halden scope → cannot be classified as late (no on_time definition exists)\n\n3. **Calculation for Meridian (ZEN) orders**:\n", "obj": {"answer": 9, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "Only Meridian scope has on_time definition; Halden excluded."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose_full", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 38.13, "prompt_chars": 3922, "tools": true, "raw": "```json\n{\"answer\": 58155, \"definition_id\": \"order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 non-cancelled ZEN orders, June-Aug 2026\"}\n```\n", "obj": {"answer": 58155, "definition_id": "order_value", "definition_version": 1, "unanswerable": false, "note": "7 non-cancelled ZEN orders, June-Aug 2026"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 69.51, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"18 customers with non-cancelled orders in 180-day window\"}\n```\n", "obj": {"answer": 18, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "18 customers with non-cancelled orders in 180-day window"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 61.48, "prompt_chars": 6661, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"12 of 25 delivered shipments were on-time as of 2026-02-01\"}\n```\n", "obj": {"answer": 12, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "12 of 25 delivered shipments were on-time as of 2026-02-01"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 68.18, "prompt_chars": 3973, "tools": true, "raw": "```json\n{\"answer\": 29065, \"definition_id\": \"Order value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Four C-118 orders May-Jul 2026, Halden calculation: gross minus discount plus freight\"}\n```\n", "obj": {"answer": 29065, "definition_id": "Order value", "definition_version": 1, "unanswerable": false, "note": "Four C-118 orders May-Jul 2026, Halden calculation: gross minus discount plus freight"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 133.13, "prompt_chars": 3869, "tools": true, "raw": "Perfect! I've calculated the number of orders delivered late by more than two business days using each supplier's working calendar.\n\nMy analysis applied the following rules:\n1. **Delivered shipments**: Used customer_confirm_date (Meridian's definition) to identify delivered orders\n2. **Due date determination**: Applied the on-time delivery rule in force as of 2026-09-06 (from 1 February 2026 onwards): used revised_promised_date when present, otherwise promised_date\n3. **Business days calculation", "obj": {"answer": 18, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Orders delivered >2 business days late using supplier's 2026 calendar per handbook"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 124.86, "prompt_chars": 6701, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"C-118 shipments with carrier_scan_date present and on/before 2026-06-30\"}\n```\n", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "C-118 shipments with carrier_scan_date present and on/before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 144.61, "prompt_chars": 6296, "tools": true, "raw": "Based on the definition catalogue, as of 2027-01-01, the **meridian.def.active_customer version 2** applies (effective from 2026-04-01 onwards).\n\nVersion 2 defines: \"A customer is active as of date D if at least one order exists for that customer with status not equal to cancelled and order_date in the interval (D - window_days, D]\" with window_days = 180.\n\nFor 2027-01-01:\n- Window interval: (2026-07-05, 2027-01-01]\n- This means orders strictly after 2026-07-05 through 2027-01-01\n\nI identified 5", "obj": {"answer": 5, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "5 customers with non-cancelled orders in 180-day rolling window"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 52.12, "prompt_chars": 6673, "tools": true, "raw": "```json\n{\"answer\": 109343, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"13 invoices, 1 return in period.\"}\n```\n", "obj": {"answer": 109343, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "13 invoices, 1 return in period."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 226.74, "prompt_chars": 6379, "tools": true, "raw": "Based on my analysis of the data and the definition catalogue, I need to determine which definitions apply as of 2026-06-30 for this Halden Logistics reconciliation.\n\nFor a reconciliation specifically with Halden (a carrier), I should use:\n- **halden.def.delivered version 2** (effective 2026-01-01): \"A shipment is delivered as of date D if carrier_scan_date is present and is on or before D\"\n- **meridian.def.on_time version 2** (effective 2026-02-01): For the on-time check, since there is no hald", "obj": {"answer": 9, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "Halden delivery metric (carrier_scan_date); meridian on_time check"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 48.31, "prompt_chars": 986, "tools": true, "raw": "Looking at the customers.csv file, I need to identify which customers are \"active\" as of 2027-01-01.\n\nThe most direct indicator in the data is the `contract_status` field in the customers table, which classifies each customer as either \"open\" or \"closed\". Customers with \"open\" status represent active contracts.\n\nCounting customers with contract_status = \"open\":\n- C001, C003, C004, C005, C006, C008, C009, C010, C011, C012, C013, C014, C015, C016, C017, C018, C019, C021, C022, C024\n\nThat is 20 cus", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with contract_status = open"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "COMP-01", "family": "COMP", "rep": 0, "latency_s": 65.77, "prompt_chars": 2409, "tools": true, "raw": "Looking at the data to count active customers as of 2026-08-31, I need to identify which definition of \"active\" to apply.\n\nThe context notes two definitions:\n1. Customers with open contracts (commercial team view)\n2. **Customers who ordered in the past year** (old quarterly pack definition - referred to as the standard)\n\nThe second definition is explicitly called out as the reporting standard. I'll count customers with orders placed between 2025-08-31 and 2026-08-31 (one year prior to the refere", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with orders in 12 months prior to 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 27.99, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window (2025-10-03, 2026-04-01]; non-cancelled orders\"}\n```\n", "obj": {"answer": 15, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "180-day window (2025-10-03, 2026-04-01]; non-cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 78.26, "prompt_chars": 3973, "tools": true, "raw": "```json\n{\"answer\": 18220, \"definition_id\": \"order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Two non-cancelled C-118 orders placed 2026-01-01 to 2026-03-31: O004 and O024\"}\n```\n", "obj": {"answer": 18220, "definition_id": "order_value", "definition_version": 1, "unanswerable": false, "note": "Two non-cancelled C-118 orders placed 2026-01-01 to 2026-03-31: O004 and O024"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 67.08, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"17 active customers within 180-day window\"}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "17 active customers within 180-day window"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 47.11, "prompt_chars": 1069, "tools": true, "raw": "Based on my analysis of the CSV data, I found:\n\n**Analysis Summary:**\n- Total C-118 orders: 20\n- C-118 orders with shipments: 18 (O041 and O051 have no shipment records)\n- C-118 shipments delivered by 2026-06-30: 13 (5 not yet delivered, 2 confirmed after cutoff)\n- **C-118 shipments delivered on time by 2026-06-30: 6**\n\n**On-time shipments:**\n1. O004 (S003) - Confirmed 2026-02-06, deadline 2026-02-08 ✓\n2. O013 (S012) - Confirmed 2025-08-17, deadline 2025-08-21 ✓\n3. O021 (S020) - Confirmed 2025-0", "obj": {"answer": 6, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "On-time determined by customer_confirm_date <= promised/revised_promised_date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 26.77, "prompt_chars": 1061, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"C-118 shipments with customer_confirm_date <= 2026-06-30\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "C-118 shipments with customer_confirm_date <= 2026-06-30"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 59.23, "prompt_chars": 6709, "tools": true, "raw": "```json\n{\"answer\": 11, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"C-118 delivered shipments measured via halden.def.delivered\"}\n```\n", "obj": {"answer": 11, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "C-118 delivered shipments measured via halden.def.delivered"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 45.73, "prompt_chars": 1069, "tools": true, "raw": "```json\n{\"answer\": 7, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered on time when customer_confirm_date <= promised/revised_promised_date by 2026-08-31\"}\n```\n", "obj": {"answer": 7, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered on time when customer_confirm_date <= promised/revised_promised_date by 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 50.23, "prompt_chars": 4919, "tools": true, "raw": "Perfect! I have calculated the number of active customers as of 2026-02-15 based on the Meridian definition.\n\n**Analysis:**\n- Applied definition: `meridian.def.active_customer` version 1 (effective 2025-01-01 to 2026-03-31)\n- Window: 365 days\n- Reference date: 2026-02-15\n- Valid order date range: (2025-02-15, 2026-02-15] (exclusive start, inclusive end)\n- Criteria: Orders with status ≠ 'cancelled' in the window period\n- Excluded: Cancelled orders (O001, O050, O055) even if in date range\n- Result", "obj": {"answer": 20, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "365-day window from 2025-02-15 to 2026-02-15, excluding cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 61.17, "prompt_chars": 1072, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"10 C-301 shipments HAL delivered with customer confirmation by 2026-08-31\"}\n```\n", "obj": {"answer": 10, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "10 C-301 shipments HAL delivered with customer confirmation by 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 69.99, "prompt_chars": 6371, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"18 C-118 shipments delivered via Halden carrier\"}\n```\n", "obj": {"answer": 18, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "18 C-118 shipments delivered via Halden carrier"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 41.77, "prompt_chars": 6656, "tools": true, "raw": "Based on my analysis of the orders.csv file, I applied the **meridian.def.active_customer version 1** definition, which was in effect on 2026-01-31.\n\nThis definition states: \"A customer is active as of date D if at least one order exists for that customer with status not equal to cancelled and order_date in the interval (D - window_days, D].\"\n\n**Calculation details:**\n- As-of date (D): 2026-01-31\n- Window days: 365\n- Date interval: (2025-01-31, 2026-01-31] (exclusive start, inclusive end)\n- Qual", "obj": {"answer": 19, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "35 qualifying orders from 19 distinct customers"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 91.05, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Window (2025-12-03, 2026-06-01]; 17 distinct customers with non-cancelled orders\"}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "Window (2025-12-03, 2026-06-01]; 17 distinct customers with non-cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 27.44, "prompt_chars": 6609, "tools": true, "raw": "Looking at the definition catalogue and the CSV data provided, I need to find a definition for \"gross margin\" to answer this question.\n\nAfter reviewing the definition catalogue, I can see definitions for:\n- active_customer\n- net_revenue (versions 1 & 2)\n- delivered\n- on_time\n- order_value (meridian and halden versions)\n- business_day\n\nThere is **no definition for \"gross margin\"** in the provided catalogue.\n\nAdditionally, examining the CSV files:\n- **orders.csv** contains: gross_amount, discount_", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No gross margin definition or COGS data in source files"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 80.13, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"21 customers with non-cancelled orders in (2025-02-28, 2026-02-28]\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "21 customers with non-cancelled orders in (2025-02-28, 2026-02-28]"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 35.97, "prompt_chars": 4970, "tools": true, "raw": "Now let me analyze the data to calculate the total order value. I'll use the definition catalogue to determine which rule to apply.\n\nBased on the definition catalogue:\n- **meridian.def.order_value version 1** (effective from 2025-01-01 with no end date, so in effect on 2026-07-31):\n  - Statement: \"Order value is gross_amount minus discount_amount. Freight and tax are excluded.\"\n\nNow I'll identify all non-cancelled orders with order_date between 2026-05-01 and 2026-07-31 (inclusive) and calculate", "obj": {"answer": 139070, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "15 non-cancelled orders placed 2026-05-01 to 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 83.35, "prompt_chars": 6371, "tools": true, "raw": "Based on my analysis of the CSV files:\n\n1. **Identified C-118 contract orders**: I found 20 orders with contract_id \"C-118\" and supplier_id \"HAL\" (Halden Logistics)\n\n2. **Matched with shipments**: 18 of these orders have corresponding shipments in the shipments table (O041 and O051 have no shipments)\n\n3. **Applied Halden definition**: Per halden.def.delivered version 2 (effective 2026-01-01), a shipment is delivered if carrier_scan_date is present and on or before the cutoff date\n\n4. **Counted d", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "15 C-118 HAL shipments delivered by cutoff date"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 80.34, "prompt_chars": 2362, "tools": true, "raw": "Based on my analysis of the CSV files, I need to determine if gross margin can be calculated for July 2026.\n\n**July 2026 Invoice Data:**\n- O031: Invoice date 2026-07-17, amount 13,697\n- O069: Invoice date 2026-07-08, amount 9,908\n- Total Revenue: 23,605\n\n**Returns in July 2026:**\n- R004: 787\n\n**Analysis:**\nGross margin is calculated as: (Revenue - Cost of Goods Sold) / Revenue\n\nThe available CSV files contain:\n- Orders: gross_amount, discount_amount, freight_amount (pass-through), tax_amount (pa", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "COGS data not available in provided CSV files"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 43.75, "prompt_chars": 6701, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"C-118 shipments with carrier_scan_date present and on/before 2026-08-31\"}\n```\n", "obj": {"answer": 18, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "C-118 shipments with carrier_scan_date present and on/before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 76.93, "prompt_chars": 4924, "tools": true, "raw": "Looking at this question, I need to apply the definitions that are in force as of 2025-12-31.\n\n**Applicable definitions:**\n- **meridian.def.delivered v1** (effective 2025-01-01): A shipment is delivered if customer_confirm_date is present and is on or before the date D.\n- **meridian.def.on_time v1** (effective 2025-01-01 to 2026-01-31): A delivered shipment is on time if its delivery date is on or before the promised_date.\n\nLet me process the data:\n\n**Step 1: Identify shipments delivered as of 2", "obj": {"answer": 7, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "Used meridian.def.delivered v1 and meridian.def.on_time v1"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 44.6, "prompt_chars": 1033, "tools": true, "raw": "```json\n{\"answer\": 74641, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Net revenue = invoices minus returns for period\"}\n```\n", "obj": {"answer": 74641, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Net revenue = invoices minus returns for period"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 14.07, "prompt_chars": 6636, "tools": true, "raw": "Based on my review of all CSV files, the data does not contain a \"customer satisfaction score\" field. The available fields across all tables are customer IDs, order details, shipment tracking, invoices, and returns—but no satisfaction score data exists.\n\n```json\n{\"answer\": null, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": true, \"note\": \"Customer satisfaction score field not found in data\"}\n```\n", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Customer satisfaction score field not found in data"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "schema", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 52.75, "prompt_chars": 1033, "tools": true, "raw": "```json\n{\"answer\": 141511, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Q4 2025 invoices less returns by date\"}\n```\n", "obj": {"answer": 141511, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Q4 2025 invoices less returns by date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 74.48, "prompt_chars": 6331, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"21 delivered shipments were on time as of 2026-07-31\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "21 delivered shipments were on time as of 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 67.25, "prompt_chars": 4936, "tools": true, "raw": "```json\n{\"answer\": 104670, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"12 invoices; 1 return in period applied\"}\n```\n", "obj": {"answer": 104670, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "12 invoices; 1 return in period applied"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 51.07, "prompt_chars": 6401, "tools": true, "raw": "```json\n{\"answer\": 58155, \"definition_id\": \"meridian.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 ZEN orders from 2026-06-01 to 2026-08-31, non-cancelled\"}\n```\n", "obj": {"answer": 58155, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "7 ZEN orders from 2026-06-01 to 2026-08-31, non-cancelled"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 41.16, "prompt_chars": 6452, "tools": true, "raw": "Based on my analysis of the CSV files, I filtered the orders for:\n- Contract ID: C-118\n- Order status: not cancelled\n- Order date: 2026-01-01 to 2026-03-31 inclusive\n\nTwo orders matched these criteria:\n- O004 (2026-01-23): 7500 - 375 + 150 = 7,275\n- O024 (2026-02-26): 12700 - 1905 + 150 = 10,945\n\nUsing the Halden Logistics order value definition (gross_amount - discount_amount + freight_amount), the total is:\n\n```json\n{\"answer\": 18220, \"definition_id\": \"halden.def.order_value\", \"definition_versi", "obj": {"answer": 18220, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "Two non-cancelled C-118 orders placed in period"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 34.74, "prompt_chars": 5097, "tools": true, "raw": "```json\n{\"answer\": 9, \"definition_id\": \"halden.def.business_day\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"9 business days from 2025-12-31 to 2026-01-14, excluding 2 Halden holidays\"}\n```\n", "obj": {"answer": 9, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "9 business days from 2025-12-31 to 2026-01-14, excluding 2 Halden holidays"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 85.7, "prompt_chars": 2462, "tools": true, "raw": "Perfect! Now I have the complete analysis. The data shows:\n\n**Summary:**\n- **Total C-118 shipments delivered (confirmed by customer) as of 2026-07-31:** 12\n- **On-time shipments:** 6\n- **Order IDs:** O004, O013, O021, O024, O045, O048\n\nThe analysis properly includes:\n- All orders with contract C-118 (excluding only cancelled orders)\n- Shipments with customer_confirm_date ≤ 2026-07-31\n- On-time determination: customer_confirm_date ≤ promised_date (or revised_promised_date if renegotiated)\n\n```jso", "obj": {"answer": 6, "definition_id": "on-time-delivery", "definition_version": null, "unanswerable": false, "note": "C-118 shipments delivered by 2026-07-31 per customer confirm date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 57.4, "prompt_chars": 3817, "tools": true, "raw": "```json\n{\"answer\": 5, \"definition_id\": \"active_customers\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window ending 2027-01-01: 2026-07-05 to 2027-01-01\"}\n```\n", "obj": {"answer": 5, "definition_id": "active_customers", "definition_version": 2, "unanswerable": false, "note": "180-day window ending 2027-01-01: 2026-07-05 to 2027-01-01"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_pad", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 79.52, "prompt_chars": 6331, "tools": true, "raw": "```json\n{\"answer\": 7, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Seven shipments delivered and on time as of 2025-12-31\"}\n```\n", "obj": {"answer": 7, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "Seven shipments delivered and on time as of 2025-12-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 67.24, "prompt_chars": 6331, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"12 delivered shipments were on time as of 2026-02-01\"}\n```\n", "obj": {"answer": 12, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "12 delivered shipments were on time as of 2026-02-01"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 86.1, "prompt_chars": 4972, "tools": true, "raw": "Looking at the data, I need to:\n1. Find C-118 shipments for Halden (HAL) supplier\n2. Identify which were delivered as of 2026-08-31 using the Halden definition\n3. Count how many were on time\n\nThe calculation shows:\n- **20 C-118 orders** with HAL supplier\n- **18 shipments** for these orders\n- **18 delivered shipments** as of 2026-08-31 (using halden.def.delivered v2: carrier_scan_date present and ≤ 2026-08-31)\n- **11 on-time deliveries** (comparing carrier_scan_date to promised_date or revised_pr", "obj": {"answer": 11, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "11 of 18 delivered C-118 shipments were on time"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 64.22, "prompt_chars": 1016, "tools": true, "raw": "Based on my analysis of the CSV files, I'll determine the active customers as of 2026-06-01.\n\nLooking at the data:\n- **customers.csv** contains 24 customers with a `contract_status` field that is either \"open\" or \"closed\"\n- All customers signed up before 2026-06-01\n- The most straightforward interpretation of \"active customers\" in a business context is those with an `contract_status` = \"open\"\n\n**Customers with open contract status:**\nC001, C003, C004, C005, C006, C008, C009, C010, C011, C012, C0", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with open contract status as of 2026-06-01"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 69.44, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window from 2026-01-17 to 2026-07-15. 17 customers with non-cancelled orders.\"}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2026-01-17 to 2026-07-15. 17 customers with non-cancelled orders."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 47.19, "prompt_chars": 1061, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered = customer_confirm_date on or before 2026-07-31\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered = customer_confirm_date on or before 2026-07-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 37.32, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"customers_ordered_past_year\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"Ordered between 2025-05-15 and 2026-05-15 inclusive\"}\n```\n", "obj": {"answer": 21, "definition_id": "customers_ordered_past_year", "definition_version": null, "unanswerable": false, "note": "Ordered between 2025-05-15 and 2026-05-15 inclusive"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 46.03, "prompt_chars": 3864, "tools": true, "raw": "```json\n{\"answer\": 62903, \"definition_id\": \"Net revenue\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Period freight included; 1 return subtracted\"}\n```\n", "obj": {"answer": 62903, "definition_id": "Net revenue", "definition_version": 2, "unanswerable": false, "note": "Period freight included; 1 return subtracted"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 97.15, "prompt_chars": 4972, "tools": true, "raw": "Perfect! I have the answer. Let me verify my analysis:\n\n**Analysis:**\n\n1. **Identified all C-118 orders** from the orders.csv: 20 orders total\n2. **Applied halden.def.delivered version 2** (effective from 2026-01-01): \"A shipment is delivered as of date D if carrier_scan_date is present and is on or before D\"\n   - Found 15 C-118 shipments with carrier_scan_date on or before 2026-06-30\n3. **Applied meridian.def.on_time version 2** (effective from 2026-02-01): \"A delivered shipment is on time if i", "obj": {"answer": 9, "definition_id": "halden.def.delivered + meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "15 delivered by 2026-06-30; 9 on-time using revised_promised_date where present"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-08", "family": "COMP", "rep": 0, "latency_s": 35.85, "prompt_chars": 6323, "tools": true, "raw": "```json\n{\"answer\": 43, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Customer confirm date present and on or before 2026-06-30\"}\n```\n", "obj": {"answer": 43, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Customer confirm date present and on or before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 61.46, "prompt_chars": 6661, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"As of 2026-01-31, 10 of 25 delivered shipments were on time.\"}\n```\n", "obj": {"answer": 10, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "As of 2026-01-31, 10 of 25 delivered shipments were on time."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 42.24, "prompt_chars": 1091, "tools": true, "raw": "```json\n{\"answer\": 62700, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Used gross_amount from orders with supplier_id=ZEN, status != cancelled, order_date 2026-06-01 to 2026-08-31\"}\n```\n", "obj": {"answer": 62700, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Used gross_amount from orders with supplier_id=ZEN, status != cancelled, order_date 2026-06-01 to 2026-08-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 61.38, "prompt_chars": 2431, "tools": true, "raw": "```json\n{\"answer\": 24, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Used standard Monday-Friday business calendar; no customer-specific working calendars in data.\"}\n```\n", "obj": {"answer": 24, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Used standard Monday-Friday business calendar; no customer-specific working calendars in data."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 66.25, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 16, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"16 customers with non-cancelled orders in (2025-11-16, 2026-05-15]\"}\n```\n", "obj": {"answer": 16, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "16 customers with non-cancelled orders in (2025-11-16, 2026-05-15]"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 92.87, "prompt_chars": 3852, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": \"on-time-delivery\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Meridian rule: delivered if customer_confirm_date ≤ 2026-08-31; on-time if delivery_date ≤ revised_promised_date (if populated) else promised_date\"}\n```\n", "obj": {"answer": 23, "definition_id": "on-time-delivery", "definition_version": 2, "unanswerable": false, "note": "Meridian rule: delivered if customer_confirm_date ≤ 2026-08-31; on-time if delivery_date ≤ revised_promised_date (if populated) else promised_date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 134.1, "prompt_chars": 2535, "tools": true, "raw": "```json\n{\"answer\": 21624, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Invoiced amounts for non-cancelled C-118 orders with HAL as supplier, placed in Q1 2026\"}\n```\n", "obj": {"answer": 21624, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Invoiced amounts for non-cancelled C-118 orders with HAL as supplier, placed in Q1 2026"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 81.62, "prompt_chars": 6673, "tools": true, "raw": "```json\n{\"answer\": 115288, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Sum of invoices minus returns in period\"}\n```\n", "obj": {"answer": 115288, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "Sum of invoices minus returns in period"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 77.42, "prompt_chars": 6661, "tools": true, "raw": "Perfect! I've calculated the answer from the CSV data.\n\n**Analysis:**\n- As of 2026-07-31, using Meridian internal reporting definitions:\n  - **Delivered definition**: shipments with customer_confirm_date present and ≤ 2026-07-31\n  - **On-time definition** (v2, effective 2026-02-01): delivery_date ≤ revised_promised_date (if present), else delivery_date ≤ promised_date\n  \n- Total delivered shipments: 45\n- On-time delivered shipments: 21\n\n```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.on_ti", "obj": {"answer": 21, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "Internal Meridian reporting, as of 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 55.82, "prompt_chars": 1021, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered by 2026-01-31 with customer_confirm_date <= promised_date\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered by 2026-01-31 with customer_confirm_date <= promised_date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 67.03, "prompt_chars": 4893, "tools": true, "raw": "```json\n{\"answer\": 6, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Customers active Mar 31 but inactive Jun 30, 2026.\"}\n```\n", "obj": {"answer": 6, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "Customers active Mar 31 but inactive Jun 30, 2026."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 67.67, "prompt_chars": 2587, "tools": true, "raw": "Looking at the CSV files to find the relevant information for order O006:\n\nFrom **orders.csv**, line 7:\n- Order O006: order_date = 2025-12-30, contract_id = C-118, supplier_id = HAL\n\nFrom **shipments.csv**, line 6:\n- Shipment S005 for order O006: carrier_scan_date = 2026-01-14, supplier_id = HAL\n\nNow I need to calculate business days from 2025-12-30 (order date) to 2026-01-14 (carrier scan date), counting \"every business day after the order date up to and including the scan date.\"\n\nThis means co", "obj": {"answer": 10, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Business days exclude weekends and Jan 1 (New Year's Day)"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 71.02, "prompt_chars": 2414, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"23 of 50 delivered shipments met promised dates by 2026-08-31.\"}\n```\n", "obj": {"answer": 23, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "23 of 50 delivered shipments met promised dates by 2026-08-31."}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 42.48, "prompt_chars": 1016, "tools": true, "raw": "Based on my analysis of the customers.csv file, I determined active customers as of 2026-03-15 using the definition: customers with signup_date on or before 2026-03-15 AND contract_status = 'open'.\n\nThere are 20 customers meeting this criteria: C001, C003, C004, C005, C006, C008, C009, C010, C011, C012, C013, C014, C015, C016, C017, C018, C019, C021, C022, C024.\n\n```json\n{\"answer\": 20, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Active: signed up ≤2026-03-1", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Active: signed up ≤2026-03-15, contract open"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 55.75, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"past_year_orders\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers who placed orders between 2025-03-15 and 2026-03-15 inclusive\"}\n```\n", "obj": {"answer": 21, "definition_id": "past_year_orders", "definition_version": null, "unanswerable": false, "note": "Customers who placed orders between 2025-03-15 and 2026-03-15 inclusive"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 41.34, "prompt_chars": 4964, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"18 C-118 shipments had carrier_scan_date present and ≤2026-08-31\"}\n```\n", "obj": {"answer": 18, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "18 C-118 shipments had carrier_scan_date present and ≤2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 65.8, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 applied (2025-01-01 to 2026-03-31), window 365 days, status not cancelled.\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 applied (2025-01-01 to 2026-03-31), window 365 days, status not cancelled."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 41.97, "prompt_chars": 2414, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customer confirmation by 2026-02-01; used revised_promised_date where available\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customer confirmation by 2026-02-01; used revised_promised_date where available"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 76.07, "prompt_chars": 6701, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"15 C-118 shipments have carrier_scan_date <= 2026-07-31\"}\n```\n", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "15 C-118 shipments have carrier_scan_date <= 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 64.44, "prompt_chars": 1016, "tools": true, "raw": "Based on my analysis of the CSV data:\n\nThe most appropriate definition of \"active customers\" for Meridian internal reporting is customers with an open contract status as of the reference date. All 24 customers in the dataset signed up before 2026-07-15, so the determining factor is contract_status.\n\n**Customers with contract_status = \"open\"**: 20\n- Active: C001, C003, C004, C005, C006, C008, C009, C010, C011, C012, C013, C014, C015, C016, C017, C018, C019, C021, C022, C024\n- Inactive: C002, C007", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Active = open contract_status; all customers pre-date 2026-07-15"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 41.61, "prompt_chars": 5045, "tools": true, "raw": "```json\n{\"answer\": 29065, \"definition_id\": \"halden.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"4 non-cancelled C-118 orders May-Jul 2026\"}\n```\n", "obj": {"answer": 29065, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "4 non-cancelled C-118 orders May-Jul 2026"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 30.34, "prompt_chars": 1016, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Active=open contract status and signup_date≤2026-02-28\"}\n```\n", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Active=open contract status and signup_date≤2026-02-28"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-08", "family": "TEMP", "rep": 0, "latency_s": 43.81, "prompt_chars": 6343, "tools": true, "raw": "```json\n{\"answer\": 115288, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Sum of invoiced orders (gross minus discount) minus returns in period.\"}\n```\n", "obj": {"answer": 115288, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "Sum of invoiced orders (gross minus discount) minus returns in period."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 72.69, "prompt_chars": 3892, "tools": true, "raw": "Perfect! I have computed the answer from the CSV data.\n\n**Analysis:**\n- C-118 contract has 20 orders\n- Of those, 18 have shipments from Halden Logistics (HAL)\n- Using Halden's delivery rule (carrier scan date present and on or before 2026-06-30):\n  - 15 shipments were delivered by 2026-06-30\n  - 3 shipments were NOT delivered by 2026-06-30 (S008, S057, S060 with scan dates after 2026-06-30)\n\nThe definition applied is Halden Logistics' rule for delivered shipments, in effect since 1 January 2026:", "obj": {"answer": 15, "definition_id": "delivered_shipments", "definition_version": 2, "unanswerable": false, "note": "Halden rule: carrier_scan_date present and ≤ 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-01", "family": "TEMP", "rep": 0, "latency_s": 115.87, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"Active customers\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"365-day window from 2025-02-28 to 2026-02-28; 21 unique customers with non-cancelled orders\"}\n```\n", "obj": {"answer": 21, "definition_id": "Active customers", "definition_version": 1, "unanswerable": false, "note": "365-day window from 2025-02-28 to 2026-02-28; 21 unique customers with non-cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 46.75, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"17 customers with non-cancelled orders in 180-day window.\"}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "17 customers with non-cancelled orders in 180-day window."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 87.81, "prompt_chars": 1142, "tools": true, "raw": "Based on my analysis of the CSV data:\n\n**Matching Orders:**\n- **O004** (placed 2026-01-23): invoiced, invoice amount = 8628\n- **O024** (placed 2026-02-26): invoiced, invoice amount = 12996\n\n**Excluded:**\n- **O051** (placed 2026-03-19): cancelled (excluded per requirement)\n\n**Calculation:**\n8628 + 12996 = **21624**\n\n```json\n{\"answer\": 21624, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Sum of invoice amounts for non-cancelled C-118 orders\"}\n```\n", "obj": {"answer": 21624, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Sum of invoice amounts for non-cancelled C-118 orders"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 160.19, "prompt_chars": 2535, "tools": true, "raw": "Based on my analysis of the CSV files, I need to identify C-118 orders placed between 2026-05-01 and 2026-07-31 that are not cancelled, and calculate the value invoiceable by Halden Logistics.\n\n**Matching Orders Found:**\n- O009: 2026-07-14, invoiced, HAL, Invoice: $5,276\n- O045: 2026-05-10, invoiced, HAL, Invoice: $3,470\n- O065: 2026-07-21, invoiced, HAL, Invoice: $16,485\n- O072: 2026-05-18, invoiced, HAL, Invoice: $9,175\n\n**Analysis:**\nAll four C-118 orders in the specified date range are:\n1. H", "obj": {"answer": 34406, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Sum of invoice amounts for four C-118 HAL orders"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 31.67, "prompt_chars": 4025, "tools": true, "raw": "Now let me calculate the business days between the order date and carrier scan date using the Halden Logistics calendar.\n\nFrom the data:\n- Order O006: order_date = 2025-12-30, contract_id = C-118 (Halden)\n- Shipment S005 (for O006): carrier_scan_date = 2026-01-14\n\nThe question asks to count business days \"after the order date up to and including the scan date.\"\n\nHalden 2026 holidays: 1 January, 6 January, 3 April, 6 April, 1 May, 8 June, 15 August, 26 December\n\nDates to evaluate (after 2025-12-3", "obj": {"answer": 9, "definition_id": "halden_business_days", "definition_version": 1, "unanswerable": false, "note": "9 weekdays, excluding Halden holidays (1 Jan, 6 Jan)"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 30.22, "prompt_chars": 1033, "tools": true, "raw": "Based on my analysis of the CSV files, I calculated net revenue for the period 2026-05-01 to 2026-06-30 inclusive by:\n\n1. Filtering invoices by invoice_date in the specified period: 12 invoices totaling 131,750\n2. Filtering returns by return_date in the specified period: 1 return totaling 6,550\n3. Computing net revenue = invoices - returns = 131,750 - 6,550 = 125,200\n\n```json\n{\"answer\": 125200, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Net revenue = invoi", "obj": {"answer": 125200, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Net revenue = invoiced amounts minus returns"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 70.34, "prompt_chars": 3852, "tools": true, "raw": "Based on my analysis of the CSV data, I have determined the answer.\n\nI applied the definitions from the Reporting Handbook:\n\n1. **Delivered shipments**: A shipment counts as delivered as of 2026-07-31 if the customer confirmation date is present and falls on or before 2026-07-31.\n\n2. **On-time delivery**: Since 2026-07-31 is after 2026-02-01, I applied the newer rule: a delivered shipment is on time if its delivery date (customer_confirm_date) falls on or before the revised promised date when po", "obj": {"answer": 21, "definition_id": "on-time delivery", "definition_version": 2, "unanswerable": false, "note": "Meridian rule since 2026-02-01, using revised promised date when available"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 43.5, "prompt_chars": 3844, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": \"Delivered shipments\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"50 shipments with customer_confirm_date on or before 2026-08-31\"}\n```\n", "obj": {"answer": 50, "definition_id": "Delivered shipments", "definition_version": 1, "unanswerable": false, "note": "50 shipments with customer_confirm_date on or before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 64.89, "prompt_chars": 3847, "tools": true, "raw": "Looking at the orders.csv data for the question about active customers as of 2026-02-15:\n\n**Analysis:**\n- As of 2026-02-15, the active window was 365 days (the rule from 1 Jan 2025 to 31 Mar 2026)\n- Window: 2025-02-15 to 2026-02-15 (inclusive)\n- Need: Customers with at least one order where status ≠ \"cancelled\" AND order_date is in this window\n\n**Qualifying orders (non-cancelled, within window):**\n- C001: O004, O044, O046, O048, O053\n- C003: O013, O028, O037, O058\n- C004: O068\n- C005: O030\n- C00", "obj": {"answer": 20, "definition_id": "active_customers", "definition_version": 1, "unanswerable": false, "note": "365-day window; non-cancelled orders only"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 32.01, "prompt_chars": 984, "tools": true, "raw": "Based on my review of all the CSV files, I can see the following columns:\n\n- **customers.csv**: customer_id, signup_date, segment, contract_status\n- **invoices.csv**: invoice_id, order_id, invoice_date, amount\n- **orders.csv**: order_id, customer_id, order_date, promised_promised_date, revised_promised_date, status, gross_amount, discount_amount, freight_amount, tax_amount, supplier_id, contract_id\n- **returns.csv**: return_id, order_id, return_date, amount\n- **shipments.csv**: shipment_id, orde", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No damage status column in shipments or related tables"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "XORG-12", "family": "XORG", "rep": 0, "latency_s": 32.63, "prompt_chars": 4994, "tools": true, "raw": "```json\n{\"answer\": 58155, \"definition_id\": \"meridian.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"7 non-cancelled ZEN orders in date range; gross minus discount\"}\n```\n", "obj": {"answer": 58155, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "7 non-cancelled ZEN orders in date range; gross minus discount"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 72.11, "prompt_chars": 1016, "tools": true, "raw": "Based on my analysis of the CSV files, I can determine the count of active customers as of 2026-01-31.\n\nThe most straightforward definition of \"active customers\" in the context of business reporting is: **customers with contract_status = \"open\"** as of the reporting date.\n\nThe data shows:\n- Total customers: 24\n- Customers with open contract status: 20 (C001, C003, C004, C005, C006, C008, C009, C010, C011, C012, C013, C014, C015, C016, C017, C018, C019, C021, C022, C024)\n- Customers with closed c", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Active = open contract status as of 2026-01-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-11", "family": "XORG", "rep": 0, "latency_s": 58.4, "prompt_chars": 6382, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"C-301 HAL: 10 of 14 shipments delivered by 2026-08-31\"}\n```\n", "obj": {"answer": 10, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "C-301 HAL: 10 of 14 shipments delivered by 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 32.27, "prompt_chars": 6279, "tools": true, "raw": "Looking at the definition catalogue provided, I need to check if \"gross margin\" is defined and if the data contains the necessary components.\n\nReviewing the definitions, I find:\n- meridian.def.net_revenue (v1, v2)\n- meridian.def.order_value (v1)\n- halden.def.order_value (v1)\n\nBut there is **no definition for \"gross margin\"** in the catalogue.\n\nAdditionally, examining the CSV data structure:\n- orders.csv contains: gross_amount, discount_amount, freight_amount, tax_amount\n- invoices.csv contains: ", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Gross margin undefined in catalogue; no COGS data available"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 96.41, "prompt_chars": 4972, "tools": true, "raw": "Based on my analysis of the data and the definition catalogue:\n\n**Issue identified:** \n\nThe question asks about Halden Logistics shipments that were \"on time\" under contract C-118. Using the Halden definition of \"delivered\" (halden.def.delivered v2: \"A shipment is delivered as of date D if carrier_scan_date is present and is on or before D\"), I can identify 15 C-118 shipments with HAL supplier that were delivered as of 2026-07-31.\n\nHowever, the definition catalogue provides:\n- `halden.def.delive", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No on_time definition for Halden scope in catalogue"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 1, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-06", "family": "TEMP", "rep": 0, "latency_s": 30.65, "prompt_chars": 1021, "tools": true, "raw": "```json\n{\"answer\": 9, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Shipments with confirmed delivery on/before promised date\"}\n```\n", "obj": {"answer": 9, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Shipments with confirmed delivery on/before promised date"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 57.03, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\n  \"answer\": 17,\n  \"definition_id\": \"meridian.def.active_customer\",\n  \"definition_version\": 2,\n  \"unanswerable\": false,\n  \"note\": \"180-day window from 2026-01-16 to 2026-07-15\"\n}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "180-day window from 2026-01-16 to 2026-07-15"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 51.18, "prompt_chars": 1016, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Active defined as open contract_status as of 2026-04-01\"}\n```\n", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Active defined as open contract_status as of 2026-04-01"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 59.46, "prompt_chars": 3892, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"delivered_shipments_halden\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Halden rule: carrier_scan_date present and ≤ 2026-07-31\"}\n```\n", "obj": {"answer": 15, "definition_id": "delivered_shipments_halden", "definition_version": 1, "unanswerable": false, "note": "Halden rule: carrier_scan_date present and ≤ 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 99.57, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"21 unique customers with non-cancelled orders in (2025-03-15, 2026-03-15]\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "21 unique customers with non-cancelled orders in (2025-03-15, 2026-03-15]"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "ABST-06", "family": "ABST", "rep": 0, "latency_s": 63.26, "prompt_chars": 2379, "tools": true, "raw": "Looking at the CSV data, I need to determine how many active customers there will be as of 2027-01-01 using the available definitions.\n\nFrom the context, the applicable definition is: **\"customers who ordered in the past year\"** (used in the old quarterly pack, referenced in the wiki).\n\nApplying this to 2027-01-01 means counting customers who placed orders between 2026-01-01 and 2026-12-31.\n\nHowever, there is a critical data limitation: The most recent order date in the dataset is 2026-08-29. Th", "obj": {"answer": null, "definition_id": "past_year_orders", "definition_version": 1, "unanswerable": true, "note": "Data ends 2026-09-06; full 2026 year required"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_pad", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 40.19, "prompt_chars": 6371, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"15 C-118 shipments have carrier_scan_date present and on or before 2026-06-30\"}\n```\n", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "15 C-118 shipments have carrier_scan_date present and on or before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 43.44, "prompt_chars": 1194, "tools": true, "raw": "Based on my analysis of the data:\n\n**Order O066 Details:**\n- Order Date: 2025-12-28 (Sunday)\n- Contract: C-118 (Halden Logistics)\n- Supplier: HAL\n\n**Shipment Details:**\n- Carrier Scan Date: 2026-01-06 (Tuesday)\n\n**Business Days Calculation:**\nCounting every business day after 2025-12-28 up to and including 2026-01-06:\n- 2025-12-29 (Monday): day 1\n- 2025-12-30 (Tuesday): day 2\n- 2025-12-31 (Wednesday): day 3\n- 2026-01-01 (Thursday): excluded (New Year's Day, public holiday)\n- 2026-01-02 (Friday):", "obj": {"answer": 6, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Standard business days (Mon-Fri), excluding New Year's Day"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 68.05, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 applies as of 2026-02-15; 365-day window from 2025-02-15\"}\n```\n", "obj": {"answer": 20, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 applies as of 2026-02-15; 365-day window from 2025-02-15"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-08", "family": "XORG", "rep": 0, "latency_s": 57.81, "prompt_chars": 6782, "tools": true, "raw": "Perfect. Based on the data:\n\n**Qualifying orders (C-118, HAL supplier, 2026-01-01 to 2026-03-31, non-cancelled):**\n- O004 (2026-01-23): 7500 - 375 + 150 = 7,275\n- O024 (2026-02-26): 12700 - 1905 + 150 = 10,945\n\n**Total: 18,220**\n\nThe definition applied is `halden.def.order_value` version 1, which governs value invoiceable by Halden under C-118 per federation record `fed.C-118.order_value`. The formula is: gross_amount - discount_amount + freight_amount (excluding tax).\n\n```json\n{\"answer\": 18220,", "obj": {"answer": 18220, "definition_id": "halden.def.order_value", "definition_version": 1, "unanswerable": false, "note": "Two qualifying orders: O004, O024. Non-cancelled C-118 orders Jan-Mar 2026."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 158.83, "prompt_chars": 6504, "tools": true, "raw": "Perfect! I have all the information needed:\n\n**Order O006 Details:**\n- Order date: 2025-12-30\n- Contract: C-118 (Halden Logistics)\n- Shipment: S005\n- Carrier scan date: 2026-01-14\n\n**Calculation:**\nI counted business days from 2025-12-31 (the day after order date) through 2026-01-14 (inclusive).\n\nUsing the **halden.def.business_day** definition (v1, effective 2025-01-01): A business day is a weekday that is not a Halden public holiday. The Halden 2026 holidays include 2026-01-01 and 2026-01-06.\n", "obj": {"answer": 9, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "O006: 2025-12-30 to 2026-01-14 carrier scan via S005"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "XORG-09", "family": "XORG", "rep": 0, "latency_s": 34.74, "prompt_chars": 6834, "tools": true, "raw": "```json\n{\"answer\": 9, \"definition_id\": \"halden.def.business_day\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"9 business days between order date 2025-12-30 and carrier scan date 2026-01-14\"}\n```\n", "obj": {"answer": 9, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "9 business days between order date 2025-12-30 and carrier scan date 2026-01-14"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "TEMP-03", "family": "TEMP", "rep": 0, "latency_s": 46.99, "prompt_chars": 6656, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 active (effective to 2026-03-31); 365-day window from 2025-03-15.\"}\n```\n", "obj": {"answer": 21, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 active (effective to 2026-03-31); 365-day window from 2025-03-15."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 48.93, "prompt_chars": 4964, "tools": true, "raw": "```json\n{\"answer\": 15, \"definition_id\": \"halden.def.delivered\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"15 of 18 C-118 shipments had carrier_scan_date on or before 2026-06-30\"}\n```\n", "obj": {"answer": 15, "definition_id": "halden.def.delivered", "definition_version": 2, "unanswerable": false, "note": "15 of 18 C-118 shipments had carrier_scan_date on or before 2026-06-30"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "ABST-05", "family": "ABST", "rep": 0, "latency_s": 38.34, "prompt_chars": 1038, "tools": true, "raw": "Based on my analysis of the available CSV files, I need to determine if this question can be answered with the provided data.\n\nThe question asks about orders delivered late \"by more than two business days under the customer's own working calendar.\"\n\n**Key finding:** The `customers.csv` table contains only: customer_id, signup_date, segment, and contract_status. There is **no information about each customer's working calendar** (which days they work, what holidays they observe, etc.).\n\nTo answer ", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "Customer working calendars not defined in data"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 65.7, "prompt_chars": 2409, "tools": true, "raw": "```json\n{\"answer\": 19, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers with orders 2025-01-31 to 2026-01-31 per wiki definition\"}\n```\n", "obj": {"answer": 19, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with orders 2025-01-31 to 2026-01-31 per wiki definition"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-05", "family": "TEMP", "rep": 0, "latency_s": 62.36, "prompt_chars": 4924, "tools": true, "raw": "```json\n{\"answer\": 10, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"10 of 25 delivered shipments were on-time as of 2026-01-31\"}\n```\n", "obj": {"answer": 10, "definition_id": "meridian.def.on_time", "definition_version": 1, "unanswerable": false, "note": "10 of 25 delivered shipments were on-time as of 2026-01-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 148.03, "prompt_chars": 4924, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"23 of 50 delivered shipments were on-time\"}\n```\n", "obj": {"answer": 23, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "23 of 50 delivered shipments were on-time"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-03", "family": "COMP", "rep": 0, "latency_s": 55.08, "prompt_chars": 6656, "tools": true, "raw": "Perfect. The analysis is complete and verified. As of 2026-06-01, using the active_customer definition in effect on that date, there are exactly 17 active customers with non-cancelled orders in the 180-day window from 2025-12-04 through 2026-06-01.\n\n```json\n{\"answer\": 17, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"17 customers with non-cancelled orders in 180-day window\"}\n```\n", "obj": {"answer": 17, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "17 customers with non-cancelled orders in 180-day window"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-12", "family": "COMP", "rep": 0, "latency_s": 46.09, "prompt_chars": 6707, "tools": true, "raw": "```json\n{\"answer\": 139070, \"definition_id\": \"meridian.def.order_value\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"15 non-cancelled orders, 2026-05-01 to 2026-07-31\"}\n```\n", "obj": {"answer": 139070, "definition_id": "meridian.def.order_value", "definition_version": 1, "unanswerable": false, "note": "15 non-cancelled orders, 2026-05-01 to 2026-07-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-11", "family": "COMP", "rep": 0, "latency_s": 58.48, "prompt_chars": 2414, "tools": true, "raw": "```json\n{\"answer\": 21, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customer received delivery by 2026-07-31; on-time vs revised/original promised date\"}\n```\n", "obj": {"answer": 21, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customer received delivery by 2026-07-31; on-time vs revised/original promised date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 108.21, "prompt_chars": 3864, "tools": true, "raw": "```json\n{\"answer\": 104670, \"definition_id\": \"net_revenue\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"12 invoices dated in period; 1 return deducted\"}\n```\n", "obj": {"answer": 104670, "definition_id": "net_revenue", "definition_version": 2, "unanswerable": false, "note": "12 invoices dated in period; 1 return deducted"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 53.88, "prompt_chars": 1016, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Customers with open contract_status in customers.csv\"}\n```\n", "obj": {"answer": 20, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Customers with open contract_status in customers.csv"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-10", "family": "TEMP", "rep": 0, "latency_s": 68.45, "prompt_chars": 4924, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"12 of 25 delivered shipments were on time as of 2026-02-01\"}\n```\n", "obj": {"answer": 12, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "12 of 25 delivered shipments were on time as of 2026-02-01"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-01", "family": "XORG", "rep": 0, "latency_s": 72.2, "prompt_chars": 3892, "tools": true, "raw": "```json\n{\"answer\": 18, \"definition_id\": \"Delivered shipments (Halden Logistics)\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"18 C-118 shipments with carrier scan dates on/before 2026-08-31\"}\n```\n", "obj": {"answer": 18, "definition_id": "Delivered shipments (Halden Logistics)", "definition_version": null, "unanswerable": false, "note": "18 C-118 shipments with carrier scan dates on/before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "TEMP-04", "family": "TEMP", "rep": 0, "latency_s": 50.75, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 20, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Version 1 applies (Feb 2026 in 365-day window).\"}\n```\n", "obj": {"answer": 20, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "Version 1 applies (Feb 2026 in 365-day window)."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 38.76, "prompt_chars": 4916, "tools": true, "raw": "```json\n{\"answer\": 37, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Counted shipments with customer_confirm_date present and <= 2026-05-31\"}\n```\n", "obj": {"answer": 37, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Counted shipments with customer_confirm_date present and <= 2026-05-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-06", "family": "COMP", "rep": 0, "latency_s": 48.12, "prompt_chars": 6673, "tools": true, "raw": "```json\n{\"answer\": 62903, \"definition_id\": \"meridian.def.net_revenue\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"Invoices dated 2026-07-01 to 2026-08-31; freight included per v2\"}\n```\n", "obj": {"answer": 62903, "definition_id": "meridian.def.net_revenue", "definition_version": 2, "unanswerable": false, "note": "Invoices dated 2026-07-01 to 2026-08-31; freight included per v2"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-04", "family": "XORG", "rep": 0, "latency_s": 83.77, "prompt_chars": 6379, "tools": true, "raw": "Based on my analysis of the CSV files:\n\n**Calculation:**\n1. Identified all 20 C-118 contract orders\n2. Found 18 with corresponding shipments\n3. Applied **halden.def.delivered** v2 (effective 2026-01-01): All 18 shipments have carrier_scan_date ≤ 2026-08-31, so all are delivered\n4. Applied **meridian.def.on_time** v2 (effective 2026-02-01): Compared each carrier_scan_date against revised_promised_date (if present) or promised_date\n5. Result: 11 shipments were on time\n\nOn-time shipments: O004, O00", "obj": {"answer": 11, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "Used Halden delivered (carrier_scan_date) with Meridian on_time v2"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-03", "family": "XORG", "rep": 0, "latency_s": 51.23, "prompt_chars": 2454, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"C-118 shipments with customer_confirm_date <= 2026-07-31\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "C-118 shipments with customer_confirm_date <= 2026-07-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-09", "family": "COMP", "rep": 0, "latency_s": 35.85, "prompt_chars": 6653, "tools": true, "raw": "{\"answer\": 37, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Customer confirm date present and on or before 2026-05-31\"}\n", "obj": {"answer": 37, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Customer confirm date present and on or before 2026-05-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-04", "family": "COMP", "rep": 0, "latency_s": 80.67, "prompt_chars": 6326, "tools": true, "raw": "```json\n{\"answer\": 16, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"180-day window (2025-11-17 to 2026-05-15), non-cancelled orders only\"}\n```\n", "obj": {"answer": 16, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "180-day window (2025-11-17 to 2026-05-15), non-cancelled orders only"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 44.35, "prompt_chars": 6504, "tools": true, "raw": "Based on the CSV data:\n\n- **Order O066**: ordered on 2025-12-28 from supplier HAL (Halden Logistics), contract C-118\n- **Shipment S061**: carrier_scan_date of 2026-01-06\n\nFor business days under Halden Logistics definition (version 1, effective 2025-01-01 through 2026-01-06):\n- A business day is a weekday not in the Halden 2026 holiday list: [2026-01-01, 2026-01-06, 2026-04-03, 2026-04-06, 2026-05-01, 2026-06-08, 2026-08-15, 2026-12-26]\n\nCounting business days after 2025-12-28 through 2026-01-06", "obj": {"answer": 5, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "5 business days elapsed between order and scan"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 34.65, "prompt_chars": 1013, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Delivered = customer_confirm_date is not None and <= 2026-08-31\"}\n```\n", "obj": {"answer": 50, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Delivered = customer_confirm_date is not None and <= 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-02", "family": "XORG", "rep": 0, "latency_s": 45.91, "prompt_chars": 2454, "tools": true, "raw": "```json\n{\"answer\": 12, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"C-118 HAL shipments with customer confirmation date on or before 2026-06-30\"}\n```\n", "obj": {"answer": 12, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "C-118 HAL shipments with customer confirmation date on or before 2026-06-30"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 55.4, "prompt_chars": 3864, "tools": true, "raw": "Based on my analysis of the CSV files, I calculated the net revenue for Meridian Supply Co for the period 2026-01-01 to 2026-03-31.\n\n**Calculation:**\n- **Invoices revenue** (sum of gross_amount - discount_amount for invoices dated 2026-01-01 to 2026-03-31): 112,920\n- **Returns** (sum of return amounts dated 2026-01-01 to 2026-03-31): 3,577 (from return R002 for order O023 on 2026-03-19)\n- **Net revenue**: 112,920 - 3,577 = **109,343**\n\nI applied the definition in force during the period: freight", "obj": {"answer": 109343, "definition_id": "net_revenue", "definition_version": 1, "unanswerable": false, "note": "Freight excluded per period rules; 13 invoices, 1 return deducted"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "COMP-02", "family": "COMP", "rep": 0, "latency_s": 105.94, "prompt_chars": 3847, "tools": true, "raw": "```json\n{\"answer\": 17, \"definition_id\": \"Active customers\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"180-day window from 2026-01-17 to 2026-07-15; non-cancelled orders only\"}\n```\n", "obj": {"answer": 17, "definition_id": "Active customers", "definition_version": 1, "unanswerable": false, "note": "180-day window from 2026-01-17 to 2026-07-15; non-cancelled orders only"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "XORG-07", "family": "XORG", "rep": 0, "latency_s": 49.71, "prompt_chars": 1142, "tools": true, "raw": "{\"answer\": 34406, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Four C-118 orders invoiced between 2026-05-01 and 2026-07-31\"}\n", "obj": {"answer": 34406, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Four C-118 orders invoiced between 2026-05-01 and 2026-07-31"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 33.74, "prompt_chars": 2587, "tools": true, "raw": "```json\n{\"answer\": 6, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Business days excluding weekends and 2026-01-01 holiday\"}\n```\n", "obj": {"answer": 6, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Business days excluding weekends and 2026-01-01 holiday"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 1, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "ABST-03", "family": "ABST", "rep": 0, "latency_s": 29.11, "prompt_chars": 6294, "tools": true, "raw": "Based on my review of all available CSV files (customers.csv, orders.csv, shipments.csv, invoices.csv, and returns.csv), I can see that:\n\n- **shipments.csv** contains: shipment_id, order_id, supplier_id, carrier_scan_date, customer_confirm_date\n- **returns.csv** contains: return_id, order_id, return_date, amount (no damage indicator)\n- Other files contain order and invoice data but no damage information\n\nNone of the CSV files contain a field indicating damage status, damage reasons, or any indic", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No damage status field in available data"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_pad", "task": "TEMP-09", "family": "TEMP", "rep": 0, "latency_s": 41.23, "prompt_chars": 6326, "tools": true, "raw": "Based on my analysis of the orders.csv file, I have calculated the number of active customers as of 2026-04-01 using the applicable Meridian definition.\n\nThe relevant definition is **meridian.def.active_customer version 2** (effective from 2026-04-01), which states: a customer is active if at least one order exists with status ≠ 'cancelled' and order_date in the interval (D - 180, D], where D is the reference date.\n\nFor 2026-04-01, this means orders from 2025-10-03 (exclusive) through 2026-04-01", "obj": {"answer": 15, "definition_id": "meridian.def.active_customer", "definition_version": 2, "unanswerable": false, "note": "Applied v2 with 180-day window."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_pad", "task": "COMP-10", "family": "COMP", "rep": 0, "latency_s": 70.01, "prompt_chars": 6331, "tools": true, "raw": "```json\n{\"answer\": 23, \"definition_id\": \"meridian.def.on_time\", \"definition_version\": 2, \"unanswerable\": false, \"note\": \"23 of 50 delivered shipments on-time as of 2026-08-31\"}\n```\n", "obj": {"answer": 23, "definition_id": "meridian.def.on_time", "definition_version": 2, "unanswerable": false, "note": "23 of 50 delivered shipments on-time as of 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-07", "family": "TEMP", "rep": 0, "latency_s": 66.4, "prompt_chars": 4936, "tools": true, "raw": "Looking at the data provided, I need to calculate net revenue for 2026-01-01 to 2026-03-31.\n\n**Determining the applicable definition:**\nAs of 2026-03-31, meridian.def.net_revenue **version 1** applies (effective from 2025-01-01 to 2026-04-30).\n\n**Definition:** \"Net revenue for a period is the sum over invoices dated in the period of (gross_amount - discount_amount) of the invoiced order, excluding freight_amount and tax_amount, minus the amount of returns dated in the same period.\"\n\n**Step 1: Id", "obj": {"answer": 109343, "definition_id": "meridian.def.net_revenue", "definition_version": 1, "unanswerable": false, "note": "Period invoices minus returns in date range"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "ABST-01", "family": "ABST", "rep": 0, "latency_s": 47.28, "prompt_chars": 2383, "tools": true, "raw": "```json\n{\"answer\": 2, \"definition_id\": \"past_year_ordering\", \"definition_version\": null, \"unanswerable\": false, \"note\": \"Active=placed order; churned=Q1 active, Q2 inactive\"}\n```\n", "obj": {"answer": 2, "definition_id": "past_year_ordering", "definition_version": null, "unanswerable": false, "note": "Active=placed order; churned=Q1 active, Q2 inactive"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose", "task": "ABST-04", "family": "ABST", "rep": 0, "latency_s": 31.99, "prompt_chars": 2389, "tools": true, "raw": "Based on my review of all the available CSV files (customers.csv, orders.csv, invoices.csv, shipments.csv, and returns.csv), I can confirm that none of these files contain a customer satisfaction score field. The data available includes customer information, orders, invoices, shipments, and returns, but there is no customer satisfaction score metric in any of the tables.\n\n```json\n{\"answer\": null, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": true, \"note\": \"No satisfaction sc", "obj": {"answer": null, "definition_id": null, "definition_version": null, "unanswerable": true, "note": "No satisfaction score data in CSV files"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 1, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "vercy_fed", "task": "XORG-10", "family": "XORG", "rep": 0, "latency_s": 67.2, "prompt_chars": 6834, "tools": true, "raw": "Based on the CSV data:\n\n**Order O066:**\n- order_date: 2025-12-28\n- contract_id: C-118\n- supplier: HAL\n\n**Shipment S061 (for O066):**\n- carrier_scan_date: 2026-01-06\n\n**Calculation:**\n\nFor contract C-118 under Halden Logistics, I apply the **halden.def.business_day** definition (version 1, governed by fed.C-118.business_day):\n- Business day = weekday NOT in Halden holidays\n- Halden holidays for 2026: [2026-01-01, 2026-01-06, ...]\n\nCounting business days AFTER 2025-12-28 UP TO AND INCLUDING 2026-0", "obj": {"answer": 5, "definition_id": "halden.def.business_day", "definition_version": 1, "unanswerable": false, "note": "5 weekdays excluding Halden holidays between dates"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-06", "family": "XORG", "rep": 0, "latency_s": 134.76, "prompt_chars": 3900, "tools": true, "raw": "Perfect! Let me verify this calculation is correct by double-checking the logic:\n\n**Calculation Summary:**\n- **Total C-118 orders**: 20\n- **C-118 shipments with carrier scan dates**: 18\n- **Delivered shipments as of 2026-06-30** (Halden rule: carrier_scan_date present AND ≤ 2026-06-30): 15\n- **On-time delivered shipments**: 9\n\n**Definitions Applied:**\n1. **Delivered shipments**: Using Halden Logistics rule (since 1 January 2026): \"a shipment is delivered when the carrier scan date is present and", "obj": {"answer": 9, "definition_id": "halden-delivered-on-time", "definition_version": 2, "unanswerable": false, "note": "Halden delivered rule + on-time rule v2 (1 Feb 2026)"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy_fed", "task": "COMP-07", "family": "COMP", "rep": 0, "latency_s": 26.6, "prompt_chars": 6653, "tools": true, "raw": "```json\n{\"answer\": 50, \"definition_id\": \"meridian.def.delivered\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"Counted shipments with customer_confirm_date present and on/before 2026-08-31\"}\n```\n", "obj": {"answer": 50, "definition_id": "meridian.def.delivered", "definition_version": 1, "unanswerable": false, "note": "Counted shipments with customer_confirm_date present and on/before 2026-08-31"}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose", "task": "COMP-05", "family": "COMP", "rep": 0, "latency_s": 80.67, "prompt_chars": 2426, "tools": true, "raw": "```json\n{\"answer\": 125200, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Invoice revenue minus returns, by invoice and return dates.\"}\n```\n", "obj": {"answer": 125200, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Invoice revenue minus returns, by invoice and return dates."}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "vercy", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 83.04, "prompt_chars": 4919, "tools": true, "raw": "```json\n{\"answer\": 19, \"definition_id\": \"meridian.def.active_customer\", \"definition_version\": 1, \"unanswerable\": false, \"note\": \"19 customers with non-cancelled orders in 365-day window.\"}\n```\n", "obj": {"answer": 19, "definition_id": "meridian.def.active_customer", "definition_version": 1, "unanswerable": false, "note": "19 customers with non-cancelled orders in 365-day window."}, "parsed": true, "answer_correct": 1, "def_correct": 1, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "schema", "task": "ABST-02", "family": "ABST", "rep": 0, "latency_s": 291.43, "prompt_chars": 969, "tools": true, "raw": "Based on my analysis of the CSV data:\n\nFor July 2026, there are **2 invoices** with invoice_date in that month:\n- **I026** (Order O031, dated 2026-07-17): Invoice $13,697 | Gross amount $11,300\n- **I054** (Order O069, dated 2026-07-08): Invoice $9,908 | Gross amount $8,200\n\n**Calculation:**\n- Total Revenue (invoiced): $23,605\n- Total Gross Amount (base cost): $19,500  \n- Gross Profit: $4,105\n- Gross Margin: $4,105 ÷ $23,605 = **17.39%** (rounds to **17%**)\n\n```json\n{\"answer\": 17, \"definition_id\"", "obj": {"answer": 17, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Gross margin % for July 2026 invoiced orders (17.39% rounded)"}, "parsed": true, "answer_correct": 0, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 0, "scored_def": 0, "scored_abst": 1}
{"arm": "prose_full", "task": "TEMP-02", "family": "TEMP", "rep": 0, "latency_s": 151.28, "prompt_chars": 3847, "tools": true, "raw": "Based on my analysis of the orders data, I'll provide the final answer.\n\nThe calculation follows the Meridian reporting definition for active customers:\n- **Reference date**: 2026-01-31\n- **Window period**: 365 days (applicable for dates from 1 January 2025 until 31 March 2026)\n- **Window range**: 2025-01-31 to 2026-01-31 (inclusive)\n- **Criteria**: At least one order with status ≠ \"cancelled\" and order_date within the window\n\nThe analysis identified **19 unique customers** with qualifying order", "obj": {"answer": 19, "definition_id": "Active customers", "definition_version": 1, "unanswerable": false, "note": "Meridian 365-day window rule; no cancelled orders"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}
{"arm": "prose_full", "task": "XORG-05", "family": "XORG", "rep": 0, "latency_s": 112.68, "prompt_chars": 3900, "tools": true, "raw": "```json\n{\"answer\": 9, \"definition_id\": null, \"definition_version\": null, \"unanswerable\": false, \"note\": \"Halden carrier_scan_date delivery rule; on-time criteria per rule at delivery date\"}\n```\n", "obj": {"answer": 9, "definition_id": null, "definition_version": null, "unanswerable": false, "note": "Halden carrier_scan_date delivery rule; on-time criteria per rule at delivery date"}, "parsed": true, "answer_correct": 1, "def_correct": 0, "abstained": 0, "used_alt_definition": 0, "false_abstention": 0, "scored_answer": 1, "scored_def": 1, "scored_abst": 0}