upload eval_results_3.json

eval_results_3.json

@@ -0,0 +1,2570 @@
+{
+  "vuhaian/412k_raw_e1": {
+    "name": "vuhaian/412k_raw_e1",
+    "uid": null,
+    "hotkey": null,
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+    "teacher_trace_nll_mean": 2.01360827430854,
+    "capability": {
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+    "length_axis": {
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+    "degenerate_count": 0,
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+      "n_layers": 1,
+      "hidden_size": 512
+    },
+    "v31_math_gsm_symbolic": {
+      "n": 16,
+      "correct": 10,
+      "pass_frac": 0.625,
+      "completion_tokens": 2706,
+      "mean_gen_tokens_correct": 96.7,
+      "items": [
+        {
+          "src": "v31_gsm_symbolic/bakery_orders/p0",
+          "gold": "224",
+          "ok": false,
+          "tokens": 1,
+          "tail": "",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "bakery_orders"
+        },
+        {
+          "src": "v31_gsm_symbolic/travel_distance/p0",
+          "gold": "330",
+          "ok": false,
+          "tokens": 102,
+          "tail": "\u00d7 5 hours = 250 miles\n\nStep 3: Calculate the total distance.\nTotal Distance = 80 miles + 250 miles = 330 miles\n\n#### 330",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "travel_distance"
+        },
+        {
+          "src": "v31_gsm_symbolic/work_rate/noop",
+          "gold": "400",
+          "ok": true,
+          "tokens": 140,
+          "tail": "ant information**\nThe billboard information about a sale ending in 92 days is not needed for this calculation.\n\n#### 400",
+          "difficulty": 0,
+          "is_noop": true,
+          "template": "work_rate"
+        },
+        {
+          "src": "v31_gsm_symbolic/travel_distance/noop",
+          "gold": "510",
+          "ok": true,
+          "tokens": 167,
+          "tail": "ance = 50 \u00d7 2 = 100 miles\n\n**Step 4: Calculate total distance**\n- Total distance = 250 + 160 + 100 = 510 miles\n\n#### 510",
+          "difficulty": 0,
+          "is_noop": true,
+          "template": "travel_distance"
+        },
+        {
+          "src": "v31_gsm_symbolic/work_rate/p2",
+          "gold": "190",
+          "ok": false,
+          "tokens": 686,
+          "tail": "uld round to 193, or perhaps the problem allows 192.5.\n\nI'll provide the exact calculation: 55 \u00d7 3.5 = 192.5\n\n#### 192.5",
+          "difficulty": 2,
+          "is_noop": false,
+          "template": "work_rate"
+        },
+        {
+          "src": "v31_gsm_symbolic/bakery_orders/p0",
+          "gold": "144",
+          "ok": false,
+          "tokens": 1,
+          "tail": "",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "bakery_orders"
+        },
+        {
+          "src": "v31_gsm_symbolic/work_rate/p2",
+          "gold": "165",
+          "ok": false,
+          "tokens": 768,
+          "tail": " I'll use 169.\n\nWait - let me re-check: 45 \u00d7 3.75 = 45 \u00d7 3 + 45 \u00d7 0.75 = 135 + 33.75 = 168.75\n\nHmm, but 168.75 is not an",
+          "difficulty": 2,
+          "is_noop": false,
+          "template": "work_rate"
+        },
+        {
+          "src": "v31_gsm_symbolic/percentage_compose/p0",
+          "gold": "300",
+          "ok": true,
+          "tokens": 27,
+          "tail": "30% of 1000 marbles = 0.30 \u00d7 1000 = 300 marbles\n\n#### 300",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "percentage_compose"
+        },
+        {
+          "src": "v31_gsm_symbolic/travel_distance/p0",
+          "gold": "560",
+          "ok": true,
+          "tokens": 121,
+          "tail": "0 mph \u00d7 4 hours = 240 miles\n\n**Step 4: Calculate total distance**\nTotal distance = 200 + 120 + 240 = 560 miles\n\n#### 560",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "travel_distance"
+        },
+        {
+          "src": "v31_gsm_symbolic/bakery_orders/p0",
+          "gold": "147",
+          "ok": true,
+          "tokens": 96,
+          "tail": " muffins\n\nStep 3: Calculate leftover muffins.\nLeftover = Total produced \u2212 Total sold = 700 \u2212 553 = 147 muffins\n\n#### 147",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "bakery_orders"
+        },
+        {
+          "src": "v31_gsm_symbolic/garden_harvest/p1",
+          "gold": "405",
+          "ok": true,
+          "tokens": 117,
+          "tail": "kept (not damaged).\n- 100% - 10% = 90% kept\n\nStep 4: Calculate the final harvest.\n- 450 \u00d7 0.90 = 405 cucumbers\n\n#### 405",
+          "difficulty": 1,
+          "is_noop": false,
+          "template": "garden_harvest"
+        },
+        {
+          "src": "v31_gsm_symbolic/garden_harvest/p0",
+          "gold": "840",
+          "ok": true,
+          "tokens": 85,
+          "tail": " the total number of cucumbers harvested.\n- Cucumbers per plant: 8\n- Total cucumbers = 105 \u00d7 8 = 840 cucumbers\n\n#### 840",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "garden_harvest"
+        },
+        {
+          "src": "v31_gsm_symbolic/garden_harvest/p0",
+          "gold": "680",
+          "ok": true,
+          "tokens": 85,
+          "tail": "he total number of zucchini harvested.\n- Each plant yields 8 zucchini\n- Total zucchini = 85 \u00d7 8 = 680 zucchini\n\n#### 680",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "garden_harvest"
+        },
+        {
+          "src": "v31_gsm_symbolic/bakery_orders/p0",
+          "gold": "93",
+          "ok": true,
+          "tokens": 104,
+          "tail": "ys = 267 tarts\n\nStep 3: Calculate leftover tarts.\nLeftover = Total produced \u2212 Total sold = 360 \u2212 267 = 93 tarts\n\n#### 93",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "bakery_orders"
+        },
+        {
+          "src": "v31_gsm_symbolic/bakery_orders/p1",
+          "gold": "196",
+          "ok": false,
+          "tokens": 181,
+          "tail": "y with daily calculation:\n- Daily extra = 150 \u2212 112 \u2212 10 = 28 cakes per day\n- 7-day extra = 28 \u00d7 7 = 196 cakes\n\n#### 196",
+          "difficulty": 1,
+          "is_noop": false,
+          "template": "bakery_orders"
+        },
+        {
+          "src": "v31_gsm_symbolic/percentage_compose/p0",
+          "gold": "40",
+          "ok": true,
+          "tokens": 25,
+          "tail": "20% of 200 marbles = 0.20 \u00d7 200 = 40 marbles\n\n#### 40",
+          "difficulty": 0,
+          "is_noop": false,
+          "template": "percentage_compose"
+        }
+      ]
+    },
+    "v31_math_competition": {
+      "n": 16,
+      "correct": 14,
+      "pass_frac": 0.875,
+      "completion_tokens": 3188,
+      "mean_gen_tokens_correct": 204.9,
+      "items": [
+        {
+          "src": "v31_math_competition/number_theory/gcd_three",
+          "gold": "8",
+          "ok": true,
+          "tokens": 186,
+          "tail": "4: Calculate the gcd**\n\ngcd(24, 48, 40) = 2\u00b3 = 8\n\n**Verification:**\n- 24 \u00f7 8 = 3 \u2713\n- 48 \u00f7 8 = 6 \u2713\n- 40 \u00f7 8 = 5 \u2713\n\n#### 8",
+          "family": "number_theory",
+          "template": "gcd_three"
+        },
+        {
+          "src": "v31_math_competition/geometry/composite_area",
+          "gold": "29",
+          "ok": true,
+          "tokens": 110,
+          "tail": "ped figure**\nArea of L-shaped figure = Area of rectangle \u2212 Area of square\nArea of L-shaped figure = 33 \u2212 4 = 29\n\n#### 29",
+          "family": "geometry",
+          "template": "composite_area"
+        },
+        {
+          "src": "v31_math_competition/algebra/quadratic_sum_roots",
+          "gold": "-50",
+          "ok": true,
+          "tokens": 249,
+          "tail": "0\nDivide by 2: x\u00b2 + 5x - 50 = 0\nFactor: (x + 10)(x - 5) = 0\nRoots: x = -10 and x = 5\nProduct: (-10)(5) = -50 \u2713\n\n#### -50",
+          "family": "algebra",
+          "template": "quadratic_sum_roots"
+        },
+        {
+          "src": "v31_math_competition/combinatorics/binomial_compute",
+          "gold": "165",
+          "ok": true,
+          "tokens": 291,
+          "tail": "te the numerator**\n$$11 \\times 10 = 110$$\n$$110 \\times 9 = 990$$\n\n**Step 8: Divide by 6**\n$$990 \\div 6 = 165$$\n\n#### 165",
+          "family": "combinatorics",
+          "template": "binomial_compute"
+        },
+        {
+          "src": "v31_math_competition/combinatorics/arrangements_constraint",
+          "gold": "480",
+          "ok": false,
+          "tokens": 135,
+          "tail": "48\n\n## Step 3: Calculate arrangements where A and B are NOT adjacent\nTotal valid arrangements = 720 - 48 = 672\n\n#### 672",
+          "family": "combinatorics",
+          "template": "arrangements_constraint"
+        },
+        {
+          "src": "v31_math_competition/combinatorics/binomial_compute",
+          "gold": "56",
+          "ok": true,
+          "tokens": 286,
+          "tail": ": Simplify**\n40,320 \u00f7 720 = 56\n\nAlternatively, using symmetry: C(8, 5) = C(8, 3) = 8 \u00d7 7 \u00d7 6 / (3 \u00d7 2 \u00d7 1) = 56\n\n#### 56",
+          "family": "combinatorics",
+          "template": "binomial_compute"
+        },
+        {
+          "src": "v31_math_competition/algebra/linear_system_2x2",
+          "gold": "-7",
+          "ok": true,
+          "tokens": 144,
+          "tail": "ep 3: Verify with the first equation**\n\n1 + 2(-7) = 1 - 14 = -13 \u2713\n\n**Step 4: Calculate xy**\n\nxy = (1)(-7) = -7\n\n#### -7",
+          "family": "algebra",
+          "template": "linear_system_2x2"
+        },
+        {
+          "src": "v31_math_competition/geometry/composite_area",
+          "gold": "75",
+          "ok": true,
+          "tokens": 110,
+          "tail": "d figure**\nArea of L-shaped figure = Area of rectangle \u2212 Area of square\nArea of L-shaped figure = 100 \u2212 25 = 75\n\n#### 75",
+          "family": "geometry",
+          "template": "composite_area"
+        },
+        {
+          "src": "v31_math_competition/algebra/quadratic_sum_roots",
+          "gold": "-6",
+          "ok": true,
+          "tokens": 250,
+          "tail": "\n- Divide by 2: x\u00b2 + 5x - 6 = 0\n- Factor: (x + 6)(x - 1) = 0\n- Roots: x = -6 and x = 1\n\nProduct: (-6)(1) = -6 \u2713\n\n#### -6",
+          "family": "algebra",
+          "template": "quadratic_sum_roots"
+        },
+        {
+          "src": "v31_math_competition/probability/probability_fraction",
+          "gold": "5/32",
+          "ok": false,
+          "tokens": 184,
+          "tail": "ction**\n\n5 and 32 share no common factors (5 is prime, 32 = 2^5), so the fraction is already in lowest terms.\n\n#### 8/32",
+          "family": "probability",
+          "template": "probability_fraction"
+        },
+        {
+          "src": "v31_math_competition/probability/probability_fraction",
+          "gold": "1/36",
+          "ok": true,
+          "tokens": 154,
+          "tail": "utcome.\n\nThe probability is:\n$$\\frac{1}{36}$$\n\nThis fraction is already in lowest terms since gcd(1, 36) = 1.\n\n#### 1/36",
+          "family": "probability",
+          "template": "probability_fraction"
+        },
+        {
+          "src": "v31_math_competition/number_theory/gcd_three",
+          "gold": "6",
+          "ok": true,
+          "tokens": 258,
+          "tail": ": Calculate the GCD**\n\nGCD = 2\u00b9 \u00d7 3\u00b9 = 2 \u00d7 3 = 6\n\n**Verification:**\n- 18 \u00f7 6 = 3 \u2713\n- 24 \u00f7 6 = 4 \u2713\n- 18 \u00f7 6 = 3 \u2713\n\n#### 6",
+          "family": "number_theory",
+          "template": "gcd_three"
+        },
+        {
+          "src": "v31_math_competition/probability/probability_fraction",
+          "gold": "5/36",
+          "ok": true,
+          "tokens": 239,
+          "tail": "torization of 5 is 5\u00b9.\n\nSince 5 and 36 share no common factors, the fraction 5/36 is already in lowest terms.\n\n#### 5/36",
+          "family": "probability",
+          "template": "probability_fraction"
+        },
+        {
+          "src": "v31_math_competition/combinatorics/arrangements_constraint",
+          "gold": "1440",
+          "ok": true,
+          "tokens": 213,
+          "tail": " valid arrangements\nTotal = (arrangements of 6 items) \u00d7 (arrangements within AB block)\nTotal = 720 \u00d7 2 = 1440\n\n#### 1440",
+          "family": "combinatorics",
+          "template": "arrangements_constraint"
+        },
+        {
+          "src": "v31_math_competition/algebra/quadratic_sum_roots",
+          "gold": "70",
+          "ok": true,
+          "tokens": 229,
+          "tail": "rify by factoring.\nx\u00b2 + 17x + 70 = 0\n(x + 7)(x + 10) = 0\nRoots: x = -7 and x = -10\nProduct: (-7) \u00d7 (-10) = 70 \u2713\n\n#### 70",
+          "family": "algebra",
+          "template": "quadratic_sum_roots"
+        },
+        {
+          "src": "v31_math_competition/probability/probability_fraction",
+          "gold": "7/10",
+          "ok": true,
+          "tokens": 150,
+          "tail": "n is simplified**\n- The greatest common divisor of 7 and 10 is 1\n- Therefore, 7/10 is already in lowest terms\n\n#### 7/10",
+          "family": "probability",
+          "template": "probability_fraction"
+        }
+      ]
+    },
+    "v31_math_robustness": {
+      "n": 16,
+      "correct": 5,
+      "pass_frac": 0.3125,
+      "completion_tokens": 2483,
+      "mean_gen_tokens_correct": 175.8,
+      "items": [
+        {
+          "src": "v31_math_robustness/context_pad/bakery_orders/padded",
+          "gold": "135",
+          "ok": false,
+          "tokens": 1,
+          "tail": "",
+          "perturbation": "context_pad",
+          "template": "bakery_orders/padded"
+        },
+        {
+          "src": "v31_math_robustness/numerical_swap/shopping_discount",
+          "gold": "87",
+          "ok": false,
+          "tokens": 172,
+          "tail": "Calculate total amount spent\nTotal = $60 + $3 = $63\n\nStep 6: Calculate money left\nMoney left = $150 \u2212 $63 = $87\n\n#### 87",
+          "perturbation": "numerical_swap",
+          "template": "shopping_discount"
+        },
+        {
+          "src": "v31_math_robustness/unit_swap/library_books/pounds",
+          "gold": "17",
+          "ok": false,
+          "tokens": 159,
+          "tail": "Alternatively: \u00a318 \u00d7 0.90 = \u00a316.20\n\nThe total fine is \u00a316.20, which rounds to \u00a316 when expressed as an integer.\n\n#### 16",
+          "perturbation": "unit_swap",
+          "template": "library_books/pounds"
+        },
+        {
+          "src": "v31_math_robustness/unit_swap/work_rate/euros",
+          "gold": "330",
+          "ok": false,
+          "tokens": 106,
+          "tail": "lculate total labels packed in 6 hours.\nTotal labels = Combined rate \u00d7 Time\nTotal labels = 55 \u00d7 6 = 330 labels\n\n#### 330",
+          "perturbation": "unit_swap",
+          "template": "work_rate/euros"
+        },
+        {
+          "src": "v31_math_robustness/context_pad/shopping_discount/padded",
+          "gold": "122",
+          "ok": false,
+          "tokens": 575,
+          "tail": "rounded answer, or perhaps the problem expects 121 (truncated). \n\nGiven standard rounding rules: 121.65 \u2192 122.\n\n#### 122",
+          "perturbation": "context_pad",
+          "template": "shopping_discount/padded"
+        },
+        {
+          "src": "v31_math_robustness/numerical_swap/garden_harvest",
+          "gold": "924",
+          "ok": true,
+          "tokens": 83,
+          "tail": "tal number of cucumbers harvested.\n- Each plant yields 7 cucumbers\n- Total cucumbers = 132 \u00d7 7 = 924 cucumbers\n\n#### 924",
+          "perturbation": "numerical_swap",
+          "template": "garden_harvest"
+        },
+        {
+          "src": "v31_math_robustness/numerical_swap/work_rate",
+          "gold": "200",
+          "ok": true,
+          "tokens": 100,
+          "tail": "4: Calculate total envelopes packed in 5 hours.\nTotal envelopes = 40 envelopes/hour \u00d7 5 hours = 200 envelopes.\n\n#### 200",
+          "perturbation": "numerical_swap",
+          "template": "work_rate"
+        },
+        {
+          "src": "v31_math_robustness/context_pad/percentage_compose/padded",
+          "gold": "60",
+          "ok": false,
+          "tokens": 1,
+          "tail": "",
+          "perturbation": "context_pad",
+          "template": "percentage_compose/padded"
+        },
+        {
+          "src": "v31_math_robustness/unit_swap/percentage_compose/pounds",
+          "gold": "75",
+          "ok": false,
+          "tokens": 1,
+          "tail": "",
+          "perturbation": "unit_swap",
+          "template": "percentage_compose/pounds"
+        },
+        {
+          "src": "v31_math_robustness/context_pad/travel_distance/padded",
+          "gold": "520",
+          "ok": false,
+          "tokens": 123,
+          "tail": "0 mph \u00d7 4 hours = 240 miles\n\n**Step 4: Calculate total distance**\nTotal distance = 160 + 120 + 240 = 440 miles\n\n#### 440",
+          "perturbation": "context_pad",
+          "template": "travel_distance/padded"
+        },
+        {
+          "src": "v31_math_robustness/context_pad/travel_distance/padded",
+          "gold": "525",
+          "ok": false,
+          "tokens": 204,
+          "tail": "200 + 65 = 525 miles\n\nNote: The information about the bus route and documentary is irrelevant to this problem.\n\n#### 525",
+          "perturbation": "context_pad",
+          "template": "travel_distance/padded"
+        },
+        {
+          "src": "v31_math_robustness/topical_distractor/work_rate/noop",
+          "gold": "250",
+          "ok": true,
+          "tokens": 161,
+          "tail": "on asks \"how many widgets do they pack?\" \u2014 so we don't need the weight information for this specific question.\n\n#### 250",
+          "perturbation": "topical_distractor",
+          "template": "work_rate/noop"
+        },
+        {
+          "src": "v31_math_robustness/numerical_swap/classroom_supplies",
+          "gold": "100",
+          "ok": false,
+          "tokens": 177,
+          "tail": " separately:\n- Pencils: 20 \u00d7 2 = 40\n- Notebooks: 20 \u00d7 1 = 20\n- Erasers: 20 \u00d7 2 = 40\n\nTotal: 40 + 20 + 40 = 100\n\n#### 100",
+          "perturbation": "numerical_swap",
+          "template": "classroom_supplies"
+        },
+        {
+          "src": "v31_math_robustness/context_pad/work_rate/padded",
+          "gold": "465",
+          "ok": true,
+          "tokens": 433,
+          "tail": "ombined rate \u00d7 Working time\nTotal boxes = 60 boxes/hour \u00d7 7.75 hours\nTotal boxes = 60 \u00d7 7.75\nTotal boxes = 465\n\n#### 465",
+          "perturbation": "context_pad",
+          "template": "work_rate/padded"
+        },
+        {
+          "src": "v31_math_robustness/digit_expand/garden_harvest/scaled",
+          "gold": "5040",
+          "ok": false,
+          "tokens": 85,
+          "tail": "nd the total number of onions harvested.\n- Each plant yields 60 onions\n- Total onions = 84 \u00d7 60 = 5,040 onions\n\n#### 504",
+          "perturbation": "digit_expand",
+          "template": "garden_harvest/scaled"
+        },
+        {
+          "src": "v31_math_robustness/topical_distractor/garden_harvest/noop",
+          "gold": "135",
+          "ok": true,
+          "tokens": 102,
+          "tail": "35 tomatoes\n\nNote: The information about the store selling tomatoes for 2 years is irrelevant to this problem.\n\n#### 135",
+          "perturbation": "topical_distractor",
+          "template": "garden_harvest/noop"
+        }
+      ]
+    },
+    "v31_code_humaneval_plus": {
+      "n": 16,
+      "correct": 16,
+      "pass_frac": 1.0,
+      "completion_tokens": 503,
+      "mean_gen_tokens_correct": 31.4,
+      "items": [
+        {
+          "src": "v31_code_humaneval_plus/max_consecutive_run",
+          "task_id": "v31_codeplus/max_consecutive_run_dfwwli",
+          "entry_point": "max_consecutive_run_dfwwli",
+          "ok": true,
+          "tokens": 79,
+          "n_test_cases": 46,
+          "template": "max_consecutive_run",
+          "tail": "] == values[i-1]:\n            current_run += 1\n            max_run = max(max_run, current_run)\n        else:\n            current_run = 1\n    \n    return max_run"
+        },
+        {
+          "src": "v31_code_humaneval_plus/dict_value_sum",
+          "task_id": "v31_codeplus/sum_dict_values_mxrgea",
+          "entry_point": "sum_dict_values_mxrgea",
+          "ok": true,
+          "tokens": 29,
+          "n_test_cases": 51,
+          "template": "dict_value_sum",
+          "tail": "    total = 0\n    for value in d.values():\n        if isinstance(value, int):\n            total += value\n    return total"
+        },
+        {
+          "src": "v31_code_humaneval_plus/max_consecutive_run",
+          "task_id": "v31_codeplus/max_consecutive_run_mydnix",
+          "entry_point": "max_consecutive_run_mydnix",
+          "ok": true,
+          "tokens": 79,
+          "n_test_cases": 47,
+          "template": "max_consecutive_run",
+          "tail": "i] == items[i-1]:\n            current_run += 1\n            max_run = max(max_run, current_run)\n        else:\n            current_run = 1\n    \n    return max_run"
+        },
+        {
+          "src": "v31_code_humaneval_plus/filter_above",
+          "task_id": "v31_codeplus/filter_above_googqy",
+          "entry_point": "filter_above_googqy",
+          "ok": true,
+          "tokens": 14,
+          "n_test_cases": 58,
+          "template": "filter_above",
+          "tail": "    return [x for x in nums if x > limit]"
+        },
+        {
+          "src": "v31_code_humaneval_plus/max_consecutive_run",
+          "task_id": "v31_codeplus/max_consecutive_run_synmlv",
+          "entry_point": "max_consecutive_run_synmlv",
+          "ok": true,
+          "tokens": 79,
+          "n_test_cases": 46,
+          "template": "max_consecutive_run",
+          "tail": "i] == items[i-1]:\n            current_run += 1\n            max_run = max(max_run, current_run)\n        else:\n            current_run = 1\n    \n    return max_run"
+        },
+        {
+          "src": "v31_code_humaneval_plus/dict_value_sum",
+          "task_id": "v31_codeplus/sum_dict_values_remcab",
+          "entry_point": "sum_dict_values_remcab",
+          "ok": true,
+          "tokens": 17,
+          "n_test_cases": 48,
+          "template": "dict_value_sum",
+          "tail": "    return sum(v for v in mapping.values() if isinstance(v, int))"
+        },
+        {
+          "src": "v31_code_humaneval_plus/is_palindrome",
+          "task_id": "v31_codeplus/is_palindrome_ubxezr",
+          "entry_point": "is_palindrome_ubxezr",
+          "ok": true,
+          "tokens": 10,
+          "n_test_cases": 48,
+          "template": "is_palindrome",
+          "tail": "    return s == s[::-1]"
+        },
+        {
+          "src": "v31_code_humaneval_plus/count_in_list",
+          "task_id": "v31_codeplus/count_target_uxjkbu",
+          "entry_point": "count_target_uxjkbu",
+          "ok": true,
+          "tokens": 28,
+          "n_test_cases": 63,
+          "template": "count_in_list",
+          "tail": "    count = 0\n    for item in items:\n        if item == target:\n            count += 1\n    return count"
+        },
+        {
+          "src": "v31_code_humaneval_plus/count_in_list",
+          "task_id": "v31_codeplus/count_target_dtmhtx",
+          "entry_point": "count_target_dtmhtx",
+          "ok": true,
+          "tokens": 28,
+          "n_test_cases": 51,
+          "template": "count_in_list",
+          "tail": "    count = 0\n    for value in values:\n        if value == target:\n            count += 1\n    return count"
+        },
+        {
+          "src": "v31_code_humaneval_plus/count_in_list",
+          "task_id": "v31_codeplus/count_target_ojdeyc",
+          "entry_point": "count_target_ojdeyc",
+          "ok": true,
+          "tokens": 28,
+          "n_test_cases": 64,
+          "template": "count_in_list",
+          "tail": "    count = 0\n    for num in nums:\n        if num == target:\n            count += 1\n    return count"
+        },
+        {
+          "src": "v31_code_humaneval_plus/filter_above",
+          "task_id": "v31_codeplus/filter_above_kemaob",
+          "entry_point": "filter_above_kemaob",
+          "ok": true,
+          "tokens": 14,
+          "n_test_cases": 51,
+          "template": "filter_above",
+          "tail": "    return [x for x in nums if x > limit]"
+        },
+        {
+          "src": "v31_code_humaneval_plus/dict_value_sum",
+          "task_id": "v31_codeplus/sum_dict_values_pasrzu",
+          "entry_point": "sum_dict_values_pasrzu",
+          "ok": true,
+          "tokens": 17,
+          "n_test_cases": 43,
+          "template": "dict_value_sum",
+          "tail": "    return sum(v for v in data.values() if isinstance(v, int))"
+        },
+        {
+          "src": "v31_code_humaneval_plus/filter_above",
+          "task_id": "v31_codeplus/filter_above_lwuskg",
+          "entry_point": "filter_above_lwuskg",
+          "ok": true,
+          "tokens": 15,
+          "n_test_cases": 60,
+          "template": "filter_above",
+          "tail": "    return [x for x in items if x > min_val]"
+        },
+        {
+          "src": "v31_code_humaneval_plus/count_in_list",
+          "task_id": "v31_codeplus/count_target_lhsguo",
+          "entry_point": "count_target_lhsguo",
+          "ok": true,
+          "tokens": 28,
+          "n_test_cases": 51,
+          "template": "count_in_list",
+          "tail": "    count = 0\n    for item in items:\n        if item == target:\n            count += 1\n    return count"
+        },
+        {
+          "src": "v31_code_humaneval_plus/is_palindrome",
+          "task_id": "v31_codeplus/is_palindrome_iwkdug",
+          "entry_point": "is_palindrome_iwkdug",
+          "ok": true,
+          "tokens": 10,
+          "n_test_cases": 48,
+          "template": "is_palindrome",
+          "tail": "    return text == text[::-1]"
+        },
+        {
+          "src": "v31_code_humaneval_plus/count_in_list",
+          "task_id": "v31_codeplus/count_target_qzoiwu",
+          "entry_point": "count_target_qzoiwu",
+          "ok": true,
+          "tokens": 28,
+          "n_test_cases": 57,
+          "template": "count_in_list",
+          "tail": "    count = 0\n    for num in nums:\n        if num == target:\n            count += 1\n    return count"
+        }
+      ]
+    },
+    "v31_ifeval_verifiable": {
+      "n": 16,
+      "correct": 10,
+      "pass_frac": 0.625,
+      "completion_tokens": 4148,
+      "mean_gen_tokens_correct": 274.0,
+      "items": [
+        {
+          "src": "v31_ifeval/stack2",
+          "instruction_ids": [
+            "change_case:english_lowercase",
+            "keywords:forbidden_words"
+          ],
+          "per_instruction": [
+            true,
+            true
+          ],
+          "stack_depth": 2,
+          "ok": true,
+          "tokens": 290,
+          "tail": "he first warm days of spring, when the beekeeper must split strong colonies and ensure they have enough space to expand."
+        },
+        {
+          "src": "v31_ifeval/stack1",
+          "instruction_ids": [
+            "detectable_format:json_format"
+          ],
+          "per_instruction": [
+            true
+          ],
+          "stack_depth": 1,
+          "ok": true,
+          "tokens": 237,
+          "tail": "but none have captured the same authentic sense of place that this Saturday tradition has cultivated over two decades.\"}"
+        },
+        {
+          "src": "v31_ifeval/stack2",
+          "instruction_ids": [
+            "length_constraints:number_paragraphs",
+            "change_case:capital_word_frequency"
+          ],
+          "per_instruction": [
+            true,
+            true
+          ],
+          "stack_depth": 2,
+          "ok": true,
+          "tokens": 278,
+          "tail": "n need several practice sessions before riding independently, so remain encouraging and positive throughout the journey."
+        },
+        {
+          "src": "v31_ifeval/stack4",
+          "instruction_ids": [
+            "keywords:forbidden_words",
+            "change_case:capital_word_frequency",
+            "keywords:frequency",
+            "startend:end_checker"
+          ],
+          "per_instruction": [
+            true,
+            false,
+            true,
+            true
+          ],
+          "stack_depth": 4,
+          "ok": false,
+          "tokens": 233,
+          "tail": "g remind us that nature finds a way to flourish everywhere, even in the heart of a bustling metropolis. End of response."
+        },
+        {
+          "src": "v31_ifeval/stack3",
+          "instruction_ids": [
+            "length_constraints:number_paragraphs",
+            "detectable_format:number_highlighted_sections",
+            "keywords:letter_frequency"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            true
+          ],
+          "stack_depth": 3,
+          "ok": true,
+          "tokens": 244,
+          "tail": "splanted populations* adapt to new environments and whether they might eventually develop migratory habits of their own."
+        },
+        {
+          "src": "v31_ifeval/stack4",
+          "instruction_ids": [
+            "detectable_format:number_highlighted_sections",
+            "keywords:letter_frequency",
+            "keywords:existence",
+            "change_case:english_lowercase"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            true,
+            true
+          ],
+          "stack_depth": 4,
+          "ok": true,
+          "tokens": 270,
+          "tail": "hat each spring brings new varieties of vegetables, fruits, and flowers that reflect the changing landscape around them."
+        },
+        {
+          "src": "v31_ifeval/stack1",
+          "instruction_ids": [
+            "punctuation:no_comma"
+          ],
+          "per_instruction": [
+            true
+          ],
+          "stack_depth": 1,
+          "ok": true,
+          "tokens": 280,
+          "tail": "y since any failure in the mountain could endanger thousands of workers and disrupt vital European transportation links."
+        },
+        {
+          "src": "v31_ifeval/stack1",
+          "instruction_ids": [
+            "change_case:capital_word_frequency"
+          ],
+          "per_instruction": [
+            true
+          ],
+          "stack_depth": 1,
+          "ok": true,
+          "tokens": 235,
+          "tail": "ing. With consistent practice and a positive attitude, most children will be riding confidently and joyfully in no time."
+        },
+        {
+          "src": "v31_ifeval/stack1",
+          "instruction_ids": [
+            "detectable_format:number_bullet_lists"
+          ],
+          "per_instruction": [
+            true
+          ],
+          "stack_depth": 1,
+          "ok": true,
+          "tokens": 300,
+          "tail": "ons with high overburden pressure and complex fault zones that have already caused significant delays and cost overruns."
+        },
+        {
+          "src": "v31_ifeval/stack4",
+          "instruction_ids": [
+            "change_case:english_capital",
+            "punctuation:no_comma",
+            "detectable_content:number_placeholders",
+            "detectable_format:number_highlighted_sections"
+          ],
+          "per_instruction": [
+            false,
+            true,
+            false,
+            false
+          ],
+          "stack_depth": 4,
+          "ok": false,
+          "tokens": 1,
+          "tail": ""
+        },
+        {
+          "src": "v31_ifeval/stack3",
+          "instruction_ids": [
+            "detectable_format:number_bullet_lists",
+            "detectable_content:number_placeholders",
+            "detectable_format:multiple_sections"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            true
+          ],
+          "stack_depth": 3,
+          "ok": true,
+          "tokens": 247,
+          "tail": "more moisture\n* Attract pollinators by planting lavender, sunflowers, or bee-friendly flowers near your balcony entrance"
+        },
+        {
+          "src": "v31_ifeval/stack4",
+          "instruction_ids": [
+            "detectable_format:multiple_sections",
+            "detectable_format:title",
+            "change_case:capital_word_frequency",
+            "keywords:forbidden_words"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            false,
+            true
+          ],
+          "stack_depth": 4,
+          "ok": false,
+          "tokens": 199,
+          "tail": "akers for preservation and tourism purposes, the romantic era of solitary vigil has largely faded into maritime history."
+        },
+        {
+          "src": "v31_ifeval/stack3",
+          "instruction_ids": [
+            "detectable_format:multiple_sections",
+            "detectable_content:number_placeholders",
+            "length_constraints:number_paragraphs"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            false
+          ],
+          "stack_depth": 3,
+          "ok": false,
+          "tokens": 420,
+          "tail": "own's daily rhythm. The main street outside remains empty, but within these walls, the day has already begun in earnest."
+        },
+        {
+          "src": "v31_ifeval/stack3",
+          "instruction_ids": [
+            "detectable_format:title",
+            "keywords:forbidden_words",
+            "detectable_format:number_highlighted_sections"
+          ],
+          "per_instruction": [
+            true,
+            true,
+            false
+          ],
+          "stack_depth": 3,
+          "ok": false,
+          "tokens": 219,
+          "tail": "ivation proves that you don't need acreage to experience the profound connection between human hands and growing things."
+        },
+        {
+          "src": "v31_ifeval/stack3",
+          "instruction_ids": [
+            "keywords:letter_frequency",
+            "startend:quotation",
+            "change_case:english_capital"
+          ],
+          "per_instruction": [
+            true,
+            false,
+            true
+          ],
+          "stack_depth": 3,
+          "ok": false,
+          "tokens": 336,
+          "tail": "BORHOOD MEMBERS WHO UNDERSTAND THE IMPORTANCE OF KEEPING THIS SMALL BUT VITAL INSTITUTION ALIVE FOR GENERATIONS TO COME."
+        },
+        {
+          "src": "v31_ifeval/stack2",
+          "instruction_ids": [
+            "keywords:frequency",
+            "detectable_content:postscript"
+          ],
+          "per_instruction": [
+            true,
+            true
+          ],
+          "stack_depth": 2,
+          "ok": true,
+          "tokens": 359,
+          "tail": "ht, so I'm currently riding with one foot slightly elevated, which makes me look like a particularly enthusiastic heron."
+        }
+      ]
+    },
+    "v31_reasoning_logic_grid": {
+      "n": 16,
+      "correct": 9,
+      "pass_frac": 0.5625,
+      "completion_tokens": 66,
+      "mean_gen_tokens_correct": 4.1,
+      "items": [
+        {
+          "src": "v31_logic_grid/4x4",
+          "gold": "yellow",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: blue",
+          "num_people": 4,
+          "num_attrs": 4,
+          "num_clues": 17
+        },
+        {
+          "src": "v31_logic_grid/3x3",
+          "gold": "pasta",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: pasta",
+          "num_people": 3,
+          "num_attrs": 3,
+          "num_clues": 10
+        },
+        {
+          "src": "v31_logic_grid/4x4",
+          "gold": "lizard",
+          "ok": true,
+          "tokens": 5,
+          "tail": "Answer: lizard",
+          "num_people": 4,
+          "num_attrs": 4,
+          "num_clues": 17
+        },
+        {
+          "src": "v31_logic_grid/3x3",
+          "gold": "photography",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: photography",
+          "num_people": 3,
+          "num_attrs": 3,
+          "num_clues": 9
+        },
+        {
+          "src": "v31_logic_grid/3x2",
+          "gold": "bird",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: bird",
+          "num_people": 3,
+          "num_attrs": 2,
+          "num_clues": 6
+        },
+        {
+          "src": "v31_logic_grid/3x2",
+          "gold": "dog",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: dog",
+          "num_people": 3,
+          "num_attrs": 2,
+          "num_clues": 5
+        },
+        {
+          "src": "v31_logic_grid/5x3",
+          "gold": "blue",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: purple",
+          "num_people": 5,
+          "num_attrs": 3,
+          "num_clues": 13
+        },
+        {
+          "src": "v31_logic_grid/3x2",
+          "gold": "pasta",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: pasta",
+          "num_people": 3,
+          "num_attrs": 2,
+          "num_clues": 6
+        },
+        {
+          "src": "v31_logic_grid/4x3",
+          "gold": "reading",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: reading",
+          "num_people": 4,
+          "num_attrs": 3,
+          "num_clues": 14
+        },
+        {
+          "src": "v31_logic_grid/4x4",
+          "gold": "rabbit",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: rabbit",
+          "num_people": 4,
+          "num_attrs": 4,
+          "num_clues": 16
+        },
+        {
+          "src": "v31_logic_grid/3x3",
+          "gold": "cat",
+          "ok": false,
+          "tokens": 5,
+          "tail": "Answer: hamster",
+          "num_people": 3,
+          "num_attrs": 3,
+          "num_clues": 8
+        },
+        {
+          "src": "v31_logic_grid/3x2",
+          "gold": "dog",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: fish",
+          "num_people": 3,
+          "num_attrs": 2,
+          "num_clues": 3
+        },
+        {
+          "src": "v31_logic_grid/4x4",
+          "gold": "gardening",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: knitting",
+          "num_people": 4,
+          "num_attrs": 4,
+          "num_clues": 16
+        },
+        {
+          "src": "v31_logic_grid/3x3",
+          "gold": "pasta",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: tacos",
+          "num_people": 3,
+          "num_attrs": 3,
+          "num_clues": 10
+        },
+        {
+          "src": "v31_logic_grid/3x3",
+          "gold": "doctor",
+          "ok": false,
+          "tokens": 4,
+          "tail": "Answer: teacher",
+          "num_people": 3,
+          "num_attrs": 3,
+          "num_clues": 7
+        },
+        {
+          "src": "v31_logic_grid/3x2",
+          "gold": "salad",
+          "ok": true,
+          "tokens": 4,
+          "tail": "Answer: salad",
+          "num_people": 3,
+          "num_attrs": 2,
+          "num_clues": 6
+        }
+      ]
+    },
+    "v31_reasoning_dyval_arith": {
+      "n": 16,
+      "correct": 16,
+      "pass_frac": 1.0,
+      "completion_tokens": 3152,
+      "mean_gen_tokens_correct": 197.0,
+      "items": [
+        {
+          "src": "v31_dyval_arith/d4/nl_vars",
+          "gold": "250",
+          "ok": true,
+          "tokens": 278,
+          "tail": "3 = max(v11, v12) = max(10, 7) = 10\n\nv14 = (v10 * v13) = 5 * 10 = 50\n\nv15 = (v7 * v14) = 5 * 50 = 250\n\nFinal answer: 250",
+          "depth": 4,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/nl_vars",
+          "gold": "15",
+          "ok": true,
+          "tokens": 91,
+          "tail": "t, let me calculate v2:\nv2 = (8 - 6) = 2\n\nFinally, let me calculate v3:\nv3 = (v1 + v2) = (13 + 2) = 15\n\nFinal answer: 15",
+          "depth": 2,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/nl_vars",
+          "gold": "-7",
+          "ok": true,
+          "tokens": 92,
+          "tail": " let me calculate v2:\nv2 = (2 - 9) = -7\n\nNow, let me calculate v3:\nv3 = min(v1, v2) = min(11, -7) = -7\n\nFinal answer: -7",
+          "depth": 2,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d4/nl_vars",
+          "gold": "34",
+          "ok": true,
+          "tokens": 265,
+          "tail": "1 * v12) = 13 * 64 = 832\n\nv14 = (v10 - v13) = -2 - 832 = -834\n\nv15 = max(v7, v14) = max(34, -834) = 34\n\nFinal answer: 34",
+          "depth": 4,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d4/math",
+          "gold": "-160",
+          "ok": true,
+          "tokens": 408,
+          "tail": " 2)), min((3 + 9), max(6, 4))) = min(10, 6) = 6`\n\n**Step 5: Final subtraction**\n\n- `-154 - 6 = -160`\n\nFinal answer: -160",
+          "depth": 4,
+          "mode": "math"
+        },
+        {
+          "src": "v31_dyval_arith/d3/math",
+          "gold": "90",
+          "ok": true,
+          "tokens": 177,
+          "tail": ":**\n- `max(7, 2) = 7`\n- `(2 + 4) = 6`\n- So: `min(7, 6) = 6`\n\n**Final evaluation:**\n- `max(90, 6) = 90`\n\nFinal answer: 90",
+          "depth": 3,
+          "mode": "math"
+        },
+        {
+          "src": "v31_dyval_arith/d2/nl_vars",
+          "gold": "72",
+          "ok": true,
+          "tokens": 93,
+          "tail": " me calculate v2:\nv2 = min(6, 5) = 5\n\nFinally, let me calculate v3:\nv3 = max(v1, v2) = max(72, 5) = 72\n\nFinal answer: 72",
+          "depth": 2,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d5/nl_vars",
+          "gold": "33",
+          "ok": true,
+          "tokens": 547,
+          "tail": "25, v28) = min(-4, 13) = -4\nv30 = (v22 * v29) = 3 * (-4) = -12\nv31 = max(v15, v30) = max(33, -12) = 33\n\nFinal answer: 33",
+          "depth": 5,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/nl_vars",
+          "gold": "0",
+          "ok": true,
+          "tokens": 92,
+          "tail": "Next, let me calculate v2:\nv2 = (1 * 8) = 8\n\nFinally, let me calculate v3:\nv3 = (v1 - v2) = (8 - 8) = 0\n\nFinal answer: 0",
+          "depth": 2,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/math",
+          "gold": "3",
+          "ok": true,
+          "tokens": 99,
+          "tail": " and 4 is 4)\n\nNow I can substitute these back into the expression:\n((1 - 2) + min(9, 4)) = (-1 + 4) = 3\n\nFinal answer: 3",
+          "depth": 2,
+          "mode": "math"
+        },
+        {
+          "src": "v31_dyval_arith/d4/nl_vars",
+          "gold": "9180",
+          "ok": true,
+          "tokens": 269,
+          "tail": "11, v12) = max(4, 9) = 9\n\nv14 = (v10 * v13) = -20 * 9 = -180\n\nv15 = (v7 * v14) = -51 * (-180) = 9180\n\nFinal answer: 9180",
+          "depth": 4,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/nl_vars",
+          "gold": "3",
+          "ok": true,
+          "tokens": 93,
+          "tail": ", let me calculate v2:\nv2 = (2 + 1) = 3\n\nFinally, let me calculate v3:\nv3 = min(v1, v2) = min(6, 3) = 3\n\nFinal answer: 3",
+          "depth": 2,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d3/math",
+          "gold": "54",
+          "ok": true,
+          "tokens": 163,
+          "tail": "he main expression:\n\n((max(4, 9) * max(6, 3)) - min((9 - 9), (1 * 8)))\n= ((9 * 6) - 0)\n= (54 - 0)\n= 54\n\nFinal answer: 54",
+          "depth": 3,
+          "mode": "math"
+        },
+        {
+          "src": "v31_dyval_arith/d3/math",
+          "gold": "12",
+          "ok": true,
+          "tokens": 206,
+          "tail": " 8) = 12`\n- So: `max(min(1, 7), (4 + 8)) = max(1, 12) = 12`\n\n**Final evaluation:**\n- `max(9, 12) = 12`\n\nFinal answer: 12",
+          "depth": 3,
+          "mode": "math"
+        },
+        {
+          "src": "v31_dyval_arith/d3/nl_vars",
+          "gold": "14",
+          "ok": true,
+          "tokens": 142,
+          "tail": "8, 3) = 3\n\nv5 = (2 * 6) = 12\n\nv6 = (v4 - v5) = (3 - 12) = -9\n\nv7 = (v3 - v6) = (5 - (-9)) = 5 + 9 = 14\n\nFinal answer: 14",
+          "depth": 3,
+          "mode": "nl_vars"
+        },
+        {
+          "src": "v31_dyval_arith/d2/math",
+          "gold": "1",
+          "ok": true,
+          "tokens": 137,
+          "tail": "(8 + 2):\n- 8 + 2 = 10\n\nNow I have:\n- min(10, 1)\n\nFinally:\n- min(10, 1) = 1 (since 1 is smaller than 10)\n\nFinal answer: 1",
+          "depth": 2,
+          "mode": "math"
+        }
+      ]
+    },
+    "v31_long_context_ruler": {
+      "n": 16,
+      "correct": 15,
+      "pass_frac": 0.9375,
+      "completion_tokens": 1878,
+      "mean_gen_tokens_correct": 114.3,
+      "items": [
+        {
+          "src": "v31_long_context_ruler/niah_multikey",
+          "gold": "HN831",
+          "ok": true,
+          "tokens": 46,
+          "tail": "o.\n\nLooking through the passage, I can find the answer directly stated:\n\n\"The code ZI2HMZ maps to HN831.\"\n\nAnswer: HN831",
+          "task": "niah_multikey",
+          "n_distractors": 77
+        },
+        {
+          "src": "v31_long_context_ruler/niah_single",
+          "gold": "HKRS4R",
+          "ok": true,
+          "tokens": 7,
+          "tail": "Answer: HKRS4R",
+          "task": "niah_single",
+          "n_distractors": 146,
+          "needle_pos": 104
+        },
+        {
+          "src": "v31_long_context_ruler/multihop_var",
+          "gold": "900",
+          "ok": true,
+          "tokens": 187,
+          "tail": "= 900\n\n5. \"Variable v_nmf takes the same value as v_gr8.\"\n   - v_nmf = v_gr8 = 900\n\nTherefore, v_nmf = 900.\n\nAnswer: 900",
+          "task": "multihop_var",
+          "n_distractors": 111
+        },
+        {
+          "src": "v31_long_context_ruler/niah_single",
+          "gold": "FIQPR6",
+          "ok": true,
+          "tokens": 7,
+          "tail": "Answer: FIQPR6",
+          "task": "niah_single",
+          "n_distractors": 79,
+          "needle_pos": 14
+        },
+        {
+          "src": "v31_long_context_ruler/aggregation_count",
+          "gold": "7",
+          "ok": true,
+          "tokens": 256,
+          "tail": " briefly mentioned the word marigold in passing.\" (4)\n- Later: \"Someone briefly mentioned the word marigold in passing.\"",
+          "task": "aggregation_count",
+          "n_distractors": 125
+        },
+        {
+          "src": "v31_long_context_ruler/multihop_var",
+          "gold": "301",
+          "ok": true,
+          "tokens": 145,
+          "tail": "kes the same value as v_6h8.\" \u2192 v_upd = 301\n- \"Variable v_y8v takes the same value as v_upd.\" \u2192 v_y8v = 301\n\nAnswer: 301",
+          "task": "multihop_var",
+          "n_distractors": 80
+        },
+        {
+          "src": "v31_long_context_ruler/aggregation_count",
+          "gold": "3",
+          "ok": true,
+          "tokens": 214,
+          "tail": "Skyler walked a passing car for a few moments.\")\n\nI found exactly 3 occurrences of 'marigold' in the passage.\n\nAnswer: 3",
+          "task": "aggregation_count",
+          "n_distractors": 194
+        },
+        {
+          "src": "v31_long_context_ruler/multihop_var",
+          "gold": "250",
+          "ok": true,
+          "tokens": 119,
+          "tail": "i5 = 250\n\n3. \"Variable v_yu0 takes the same value as v_ts5.\" \u2192 v_yu0 = v_ts5 = 250\n\nTherefore, v_yu0 = 250.\n\nAnswer: 250",
+          "task": "multihop_var",
+          "n_distractors": 111
+        },
+        {
+          "src": "v31_long_context_ruler/niah_single",
+          "gold": "0VJ0MN",
+          "ok": true,
+          "tokens": 9,
+          "tail": "Answer: 0VJ0MN",
+          "task": "niah_single",
+          "n_distractors": 99,
+          "needle_pos": 84
+        },
+        {
+          "src": "v31_long_context_ruler/multihop_var",
+          "gold": "352",
+          "ok": true,
+          "tokens": 192,
+          "tail": "= 352\n\n5. `Variable v_aer takes the same value as v_qqg.`\n   - v_aer = v_qqg = 352\n\nTherefore, v_aer = 352.\n\nAnswer: 352",
+          "task": "multihop_var",
+          "n_distractors": 101
+        },
+        {
+          "src": "v31_long_context_ruler/aggregation_count",
+          "gold": "8",
+          "ok": true,
+          "tokens": 256,
+          "tail": "tornado in passing.\" (4)\n- Later: \"Someone briefly mentioned the word tornado in passing.\" (5)\n- Later: \"Someone briefly",
+          "task": "aggregation_count",
+          "n_distractors": 118
+        },
+        {
+          "src": "v31_long_context_ruler/niah_multikey",
+          "gold": "GZ9LL",
+          "ok": true,
+          "tokens": 52,
+          "tail": "e, I can find this directly stated:\n\n\"The code VGIBYV maps to GZ9LL.\"\n\nThis appears early in the passage.\n\nAnswer: GZ9LL",
+          "task": "niah_multikey",
+          "n_distractors": 95
+        },
+        {
+          "src": "v31_long_context_ruler/niah_multikey",
+          "gold": "8LQ7X",
+          "ok": true,
+          "tokens": 47,
+          "tail": "at code EPBMRB maps to.\n\nLooking through the passage, I find this line:\n\n\"The code EPBMRB maps to 8LQ7X.\"\n\nAnswer: 8LQ7X",
+          "task": "niah_multikey",
+          "n_distractors": 110
+        },
+        {
+          "src": "v31_long_context_ruler/multihop_var",
+          "gold": "401",
+          "ok": true,
+          "tokens": 123,
+          "tail": "jx = 401\n\n3. \"Variable v_3rf takes the same value as v_9dz.\" \u2192 v_3rf = v_9dz = 401\n\nTherefore, v_3rf = 401.\n\nAnswer: 401",
+          "task": "multihop_var",
+          "n_distractors": 145
+        },
+        {
+          "src": "v31_long_context_ruler/aggregation_count",
+          "gold": "4",
+          "ok": false,
+          "tokens": 164,
+          "tail": "mentioned the word porcelain in passing.\" (3)\n\nI don't see any other instances of 'porcelain' in the passage.\n\nAnswer: 3",
+          "task": "aggregation_count",
+          "n_distractors": 125
+        },
+        {
+          "src": "v31_long_context_ruler/niah_multikey",
+          "gold": "3B2YI",
+          "ok": true,
+          "tokens": 54,
+          "tail": ", I find this explicit statement:\n\n\"The code JLAAJJ maps to 3B2YI.\"\n\nThis is directly stated in the text.\n\nAnswer: 3B2YI",
+          "task": "niah_multikey",
+          "n_distractors": 110
+        }
+      ]
+    },
+    "v31_knowledge_multi_hop_kg": {
+      "n": 16,
+      "correct": 16,
+      "pass_frac": 1.0,
+      "completion_tokens": 2305,
+      "mean_gen_tokens_correct": 144.1,
+      "items": [
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_location",
+          "gold": "Place_RN8P",
+          "ok": true,
+          "tokens": 118,
+          "tail": "ore step from Place_MSQ9, I reach Place_RN8P.\n\nAfter 2 steps up from Place_F2NF, I reach Place_RN8P.\n\nAnswer: Place_RN8P",
+          "task": "kg_location"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_location",
+          "gold": "Place_PZA6",
+          "ok": true,
+          "tokens": 75,
+          "tail": "p 2: Place_FPZU is located inside Place_PZA6.\n\nAfter 2 steps up from Place_GKVZ, I reach Place_PZA6.\n\nAnswer: Place_PZA6",
+          "task": "kg_location"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_employment",
+          "gold": "Person_CX3Q",
+          "ok": true,
+          "tokens": 162,
+          "tail": "at Person_CX3Q reports to someone)\n\nTherefore, Person_CX3Q is the most senior employee at Org_2H4Z.\n\nAnswer: Person_CX3Q",
+          "task": "kg_employment"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_UECR",
+          "ok": true,
+          "tokens": 173,
+          "tail": "rson_XHUB is the parent of Person_S8BA \u2713\n\nTherefore, Person_UECR is the grandparent of Person_S8BA.\n\nAnswer: Person_UECR",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_U3DM",
+          "ok": true,
+          "tokens": 95,
+          "tail": "_6TSU, who is the parent of Person_HZNK.\n\nTherefore, Person_U3DM is the grandparent of Person_HZNK.\n\nAnswer: Person_U3DM",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_location",
+          "gold": "Place_KX8M",
+          "ok": true,
+          "tokens": 112,
+          "tail": "7RH, going up 1 more step reaches Place_KX8M.\n\nAfter 2 steps up from Place_DBDF, I reach Place_KX8M.\n\nAnswer: Place_KX8M",
+          "task": "kg_location"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_JXXY",
+          "ok": true,
+          "tokens": 116,
+          "tail": "erson_JXXY is the parent of Person_VQA6.\n\nTherefore, Person_JXXY is the grandparent of Person_VQZC.\n\nAnswer: Person_JXXY",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_employment",
+          "gold": "Person_V974",
+          "ok": true,
+          "tokens": 256,
+          "tail": "rson_Z5FQ reports to Person_RF4K\n- Person_WJNY reports to Person_H9YF\n- Person_6EZD reports to Person_WJNY\n- Person_H9YF",
+          "task": "kg_employment"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_location",
+          "gold": "Place_2HRG",
+          "ok": true,
+          "tokens": 155,
+          "tail": "HFR, going up 1 more step reaches Place_2HRG.\n\nAfter 3 steps up from Place_U3MJ, I reach Place_2HRG.\n\nAnswer: Place_2HRG",
+          "task": "kg_location"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_4QBM",
+          "ok": true,
+          "tokens": 95,
+          "tail": "rson_B5JD, who is the parent of Person_YDD7. This makes Person_4QBM the grandparent of Person_YDD7.\n\nAnswer: Person_4QBM",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_RNSB",
+          "ok": true,
+          "tokens": 91,
+          "tail": "_4XZK, who is the parent of Person_TH96.\n\nTherefore, Person_RNSB is the grandparent of Person_TH96.\n\nAnswer: Person_RNSB",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_UGXM",
+          "ok": true,
+          "tokens": 166,
+          "tail": "of Person_KHWC\n\nSo the grandchildren of Person_ZSSG are: Person_UGXM, Person_G2ZA, and Person_KHWC.\n\nAnswer: Person_UGXM",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_employment",
+          "gold": "Person_DBK9",
+          "ok": true,
+          "tokens": 256,
+          "tail": "- Person_32HD reports to Person_DBK9\n\nSo Person_DBK9 has someone reporting to them. But does anyone report to Person_DBK",
+          "task": "kg_employment"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_location",
+          "gold": "Place_6R8W",
+          "ok": true,
+          "tokens": 122,
+          "tail": "ore step from Place_7EV6, I reach Place_6R8W.\n\nAfter 2 steps up from Place_SEQE, I reach Place_6R8W.\n\nAnswer: Place_6R8W",
+          "task": "kg_location"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_family",
+          "gold": "Person_4AY4",
+          "ok": true,
+          "tokens": 166,
+          "tail": "S\n- Person_4AY4 is parent of Person_2DYN\n\nTherefore, Person_4AY4 is the grandparent of Person_WTHS.\n\nAnswer: Person_4AY4",
+          "task": "kg_family"
+        },
+        {
+          "src": "v31_knowledge_multi_hop_kg/kg_employment",
+          "gold": "Person_QS2G",
+          "ok": true,
+          "tokens": 147,
+          "tail": "at Person_QS2G reports to someone)\n\nTherefore, Person_QS2G is the most senior employee at Org_PGAB.\n\nAnswer: Person_QS2G",
+          "task": "kg_employment"
+        }
+      ]
+    },
+    "v31_truthfulness_calibration": {
+      "n": 16,
+      "correct": 16,
+      "pass_frac": 1.0,
+      "completion_tokens": 988,
+      "mean_gen_tokens_correct": 61.8,
+      "items": [
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_simple",
+          "gold": "32",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 52,
+          "tail": "uys 4 oranges at $8 each.\n\nTotal cost = number of oranges \u00d7 price per orange\nTotal cost = 4 \u00d7 $8 = $32\n\nFinal answer: 32",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_extra_distractor",
+          "gold": "18",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 58,
+          "tail": "information about the stationery shop being in business for 23 years is irrelevant to the calculation.\n\nFinal answer: 18",
+          "family": "mixed"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_extra_distractor",
+          "gold": "15",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 59,
+          "tail": " information about the stationery shop being in business for 8 years is irrelevant to the calculation.\n\nFinal answer: 15",
+          "family": "mixed"
+        },
+        {
+          "src": "v31_truthfulness/indeterminate/_t_missing_initial",
+          "gold": "cannot determine",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 65,
+          "tail": " doesn't tell me Ian's initial amount of money, I cannot calculate how much he has left.\n\nFinal answer: cannot determine",
+          "family": "indeterminate"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_relevant_filter",
+          "gold": "60",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 59,
+          "tail": " \u00d7 $10 = $60\n\nLiam's age (39 years old) is irrelevant information that doesn't affect the calculation.\n\nFinal answer: 60",
+          "family": "mixed"
+        },
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_subtraction",
+          "gold": "20",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 39,
+          "tail": "how much money Ben has left after spending some.\n\nBen starts with $30 and spends $10.\n\n$30 - $10 = $20\n\nFinal answer: 20",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_extra_distractor",
+          "gold": "10",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 59,
+          "tail": " information about the stationery shop being in business for 5 years is irrelevant to the calculation.\n\nFinal answer: 10",
+          "family": "mixed"
+        },
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_simple",
+          "gold": "60",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 52,
+          "tail": "stcards at $12 each.\n\nTotal cost = Number of postcards \u00d7 Price per postcard\nTotal cost = 5 \u00d7 $12 = $60\n\nFinal answer: 60",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_subtraction",
+          "gold": "74",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 52,
+          "tail": "om his starting amount of $100.\n\nStarting amount: $100\nAmount spent: $26\n\nMoney left: $100 - $26 = $74\n\nFinal answer: 74",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_subtraction",
+          "gold": "12",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 46,
+          "tail": " left after spending some of it.\n\nStarting amount: $30\nAmount spent: $18\n\nMoney left = $30 - $18 = $12\n\nFinal answer: 12",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/indeterminate/_t_missing_quantity_price",
+          "gold": "cannot determine",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 103,
+          "tail": "l amount spent from the information provided, I must conclude this cannot be determined.\n\nFinal answer: cannot determine",
+          "family": "indeterminate"
+        },
+        {
+          "src": "v31_truthfulness/determinate/_t_determinate_simple",
+          "gold": "84",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 51,
+          "tail": " stickers at $12 each.\n\nTotal cost = Number of stickers \u00d7 Price per sticker\nTotal cost = 7 \u00d7 $12 = $84\n\nFinal answer: 84",
+          "family": "determinate"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_extra_distractor",
+          "gold": "24",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 80,
+          "tail": "ss for 7 years is irrelevant to calculating how much Julia spent.\n\nCalculation:\n6 pens \u00d7 $4 each = $24\n\nFinal answer: 24",
+          "family": "mixed"
+        },
+        {
+          "src": "v31_truthfulness/indeterminate/_t_missing_quantity_count",
+          "gold": "cannot determine",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 64,
+          "tail": " number of candles Chris bought is not given, I cannot calculate the total amount spent.\n\nFinal answer: cannot determine",
+          "family": "indeterminate"
+        },
+        {
+          "src": "v31_truthfulness/indeterminate/_t_missing_quantity_count",
+          "gold": "cannot determine",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 88,
+          "tail": "wing the exact quantity of bananas purchased, I cannot calculate the total amount spent.\n\nFinal answer: cannot determine",
+          "family": "indeterminate"
+        },
+        {
+          "src": "v31_truthfulness/mixed/_t_mixed_relevant_filter",
+          "gold": "36",
+          "verdict": "correct",
+          "ok": true,
+          "tokens": 61,
+          "tail": "/book = $36\n\nTyler's age (38 years old) is irrelevant information that doesn't affect the calculation.\n\nFinal answer: 36",
+          "family": "mixed"
+        }
+      ],
+      "incorrect": 0,
+      "not_attempted": 0,
+      "raw_score": 1.0
+    },
+    "v31_consistency_paraphrase": {
+      "n": 16,
+      "correct": 2,
+      "pass_frac": 0.25,
+      "completion_tokens": 906,
+      "mean_gen_tokens_correct": 186.5,
+      "items": [
+        {
+          "src": "v31_consistency_paraphrase/garden_harvest/p0",
+          "gold": "720",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 3,
+          "tail_a": "",
+          "tail_b": "20",
+          "template": "garden_harvest",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/garden_harvest/p0",
+          "gold": "384",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "garden_harvest",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/bakery_orders/p0",
+          "gold": "228",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "bakery_orders",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/percentage_compose/p0",
+          "gold": "60",
+          "score": 1.0,
+          "ok": true,
+          "tokens": 189,
+          "tail_a": " the number of marbles given away.\nMarbles given away = 200 \u00d7 0.30 = 60\n\n#### 60",
+          "tail_b": " of 200.\n30% \u00d7 200 = 0.30 \u00d7 200 = 60\n\nQuinn would give away 60 marbles.\n\n#### 60",
+          "template": "percentage_compose",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/work_rate/p0",
+          "gold": "180",
+          "score": 0.5,
+          "ok": false,
+          "tokens": 99,
+          "tail_a": " packed in 4 hours.\nTotal boxes = 45 boxes/hour \u00d7 4 hours = 180 boxes.\n\n#### 180",
+          "tail_b": "20",
+          "template": "work_rate",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/shopping_discount/p0",
+          "gold": "128",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "shopping_discount",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/garden_harvest/p0",
+          "gold": "1596",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "garden_harvest",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/bakery_orders/p0",
+          "gold": "128",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "bakery_orders",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/percentage_compose/p0",
+          "gold": "240",
+          "score": 1.0,
+          "ok": true,
+          "tokens": 184,
+          "tail_a": "he number of marbles given away.\nMarbles given away = 800 \u00d7 0.30 = 240\n\n#### 240",
+          "tail_b": " 800.\n30% \u00d7 800 = 0.30 \u00d7 800 = 240\n\nQuinn would give away 240 marbles.\n\n#### 240",
+          "template": "percentage_compose",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/bakery_orders/p0",
+          "gold": "168",
+          "score": 0.5,
+          "ok": false,
+          "tokens": 103,
+          "tail_a": "",
+          "tail_b": "ies produced \u2212 Total standing orders\nExtra pies = 480 \u2212 312 = 168 pies\n\n#### 168",
+          "template": "bakery_orders",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/classroom_supplies/p0",
+          "gold": "200",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 3,
+          "tail_a": "",
+          "tail_b": "20",
+          "template": "classroom_supplies",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/shopping_discount/p0",
+          "gold": "119",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "shopping_discount",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/work_rate/p0",
+          "gold": "440",
+          "score": 0.5,
+          "ok": false,
+          "tokens": 97,
+          "tail_a": "culate total flyers in 8 hours**\n55 flyers/hour \u00d7 8 hours = 440 flyers\n\n#### 440",
+          "tail_b": "45",
+          "template": "work_rate",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/garden_harvest/p0",
+          "gold": "686",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 3,
+          "tail_a": "",
+          "tail_b": "20",
+          "template": "garden_harvest",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/shopping_discount/p0",
+          "gold": "98",
+          "score": 0.0,
+          "ok": false,
+          "tokens": 2,
+          "tail_a": "",
+          "tail_b": "",
+          "template": "shopping_discount",
+          "difficulty": 0
+        },
+        {
+          "src": "v31_consistency_paraphrase/library_books/p1",
+          "gold": "54",
+          "score": 0.5,
+          "ok": false,
+          "tokens": 211,
+          "tail_a": "",
+          "tail_b": "/day \u00d7 (1 \u2212 0.10) = 5 \u00d7 6 \u00d7 2 \u00d7 0.90 = 30 \u00d7 1.8 = $54\n\n#### Final Answer\n#### 54",
+          "template": "library_books",
+          "difficulty": 1
+        }
+      ],
+      "raw_consistency_mean": 0.25
+    },
+    "calibration_bench": {
+      "n": 16,
+      "correct": 8,
+      "pass_frac": 0.5,
+      "completion_tokens": 32,
+      "mean_gen_tokens_correct": 2.0,
+      "items": [
+        {
+          "src": "calibration/books_total/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "72"
+        },
+        {
+          "src": "calibration/orchard_yield/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "25"
+        },
+        {
+          "src": "calibration/orchard_yield/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "63"
+        },
+        {
+          "src": "calibration/orchard_yield/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "26"
+        },
+        {
+          "src": "calibration/orchard_yield/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "5"
+        },
+        {
+          "src": "calibration/trail_distance/unsolv_adversarial_unit_mismatch",
+          "kind": "unsolv",
+          "adversarial": true,
+          "ok": false,
+          "tokens": 2,
+          "tail": "105"
+        },
+        {
+          "src": "calibration/trail_distance/unsolv_adversarial_contradiction",
+          "kind": "unsolv",
+          "adversarial": true,
+          "ok": false,
+          "tokens": 2,
+          "tail": "110"
+        },
+        {
+          "src": "calibration/class_total/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "76"
+        },
+        {
+          "src": "calibration/trail_distance/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "67"
+        },
+        {
+          "src": "calibration/trail_distance/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "28"
+        },
+        {
+          "src": "calibration/trail_distance/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "56"
+        },
+        {
+          "src": "calibration/orchard_yield/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "38"
+        },
+        {
+          "src": "calibration/class_total/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "50"
+        },
+        {
+          "src": "calibration/books_total/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "44"
+        },
+        {
+          "src": "calibration/books_total/solv",
+          "kind": "solv",
+          "adversarial": false,
+          "ok": true,
+          "tokens": 2,
+          "tail": "66"
+        },
+        {
+          "src": "calibration/orchard_yield/unsolv",
+          "kind": "unsolv",
+          "adversarial": false,
+          "ok": false,
+          "tokens": 2,
+          "tail": "22"
+        }
+      ],
+      "n_solv": 8,
+      "n_unsolv": 8,
+      "correct_solv": 8,
+      "correct_unsolv": 0
+    },
+    "judge_probe": {
+      "n": 8,
+      "n_valid": 8,
+      "mean_score": 4.625,
+      "normalized": 0.9062
+    },
+    "long_form_judge_probe": {
+      "n": 8,
+      "n_valid": 8,
+      "normalized": 0.7443,
+      "coherence_factor": 0.8798
+    },
+    "chat_turns_probe": {
+      "n": 4,
+      "n_valid": 4,
+      "mean_score": 4.75,
+      "normalized": 0.9375
+    }
+  },
+  "__finished_at__": 1779445576.632039
+}