Datasets:
Tasks:
Question Answering
Size:
n<1K
Tags:
operations-research
rag
question-answering
Synthetic
inventory-optimization
workforce-scheduling
License:
File size: 2,741 Bytes
98044cb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | {
"run_id": "aria-stock-d1dc2a99d8",
"status": "optimal",
"status_label": "Proven optimal (within model)",
"kpis": {
"total_cost": 171070.15122176503,
"purchase_cost": 29711.0,
"holding_cost": 222.76321176499994,
"shortage_cost": 141136.38801000002,
"fill_rate": 0.7841297329328346,
"stockout_weeks": 69.0,
"inventory_capital": 6682.20986,
"budget_used": 29711.0,
"budget": 50000.0,
"budget_utilization": 0.59422,
"units_sold": 1534.9809999999998,
"units_short": 422.57899999999995
},
"baseline_kpis": {
"total_cost": 236745.28359946006,
"purchase_cost": 49997.340000000004,
"holding_cost": 561.4665094599999,
"shortage_cost": 186186.47709000006,
"fill_rate": 0.5132685588181206,
"stockout_weeks": 89.0,
"inventory_capital": 17900.521514999993,
"budget_used": 49997.340000000004,
"budget": 50000.0,
"budget_utilization": 0.9999468,
"units_sold": 1004.7540000000001,
"units_short": 952.8059999999999
},
"plan_success": true,
"kpi_html": "<div class=\"kpi-grid\"><article class=\"kpi-card\">\n <p class=\"kpi-label\">Total cost (USD)</p>\n <p class=\"kpi-value\">171,070</p>\n <p class=\"kpi-sub\">MIP</p>\n <p class=\"kpi-base\">Reorder point: 236,745</p>\n </article><article class=\"kpi-card\">\n <p class=\"kpi-label\">Fill rate</p>\n <p class=\"kpi-value\">78.4%</p>\n <p class=\"kpi-sub\">MIP</p>\n <p class=\"kpi-base\">Reorder point: 51.3%</p>\n </article><article class=\"kpi-card\">\n <p class=\"kpi-label\">Budget used (USD)</p>\n <p class=\"kpi-value\">29,711</p>\n <p class=\"kpi-sub\">MIP</p>\n <p class=\"kpi-base\">Reorder point: 49,997</p>\n </article><article class=\"kpi-card\">\n <p class=\"kpi-label\">Stockout weeks</p>\n <p class=\"kpi-value\">69</p>\n <p class=\"kpi-sub\">MIP</p>\n <p class=\"kpi-base\">Reorder point: 89</p>\n </article><article class=\"kpi-card\">\n <p class=\"kpi-label\">Inventory capital</p>\n <p class=\"kpi-value\">6,682</p>\n <p class=\"kpi-sub\">MIP</p>\n <p class=\"kpi-base\">Reorder point: 17,901</p>\n </article></div>",
"evaluation": {
"n": 15,
"tool_accuracy": 1.0,
"recall_at_5": 0.7555555555555554,
"citation_precision": 0.32333333333333336,
"schema_overlap": 1.0,
"json_valid": 1.0,
"injection_held": 1.0,
"unanswerable_held": 1.0,
"retrieval_backend": "bm25+tfidf",
"text_model": "template-fallback",
"paid_api": false
},
"precomputed": true
} |