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Record b98d9ce36b474fe8be894a73637edf35

FAIL

Verdict and provenance first; raw prompt/response/reasoning below, collapsed.

✕FAILanswered "{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": n..." · model Gemma 4 31B QAT

finish_reason: stop · tokens in/out: 19683/6120 · cost: $0.003804 · latency: 221839.2 ms

repo_fixtemplatestop

verifier_detail: kind=repo_fix;campaign=1;protocol=text;outcome=stopped_short;detail=no_change;bug=wrong_op;bug_module=pricing;edited=-;turns=8;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=0;truncated_turns=1;max_tokens=6000;n_calls=7;n_reads=5;n_searches=0;n_neighbors=0;n_edits=1;n_test_runs=1;edit_nomatch=0;edit_nonunique=0;whole_file_rewrite=1;test_edit_attempts=0;unknown_tool=0;n_errors=0;calls_to_first_cause_read=4;files_read=4;files_read_on_path=4;ran_tests_after_last_edit=0;context_window=32768;wall_s=221

lineage: b98d9ce3

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Why did it fail? Nemotron 3 Ultra · live on Nebius Token Factory

Ultra reads the prompt, this answer, the verified correct answer and the difficulty settings, then explains the mistake. The verifier's own classification is shown next to it for comparison.

Prompt 268 chars · 19,683 tokens in
The test suite currently fails:

tests/test_inventory.py::test_solve_1 FAILED
    assert solve('b', -6) == 5561
    AssertionError: solve('b', -6) returned 1369
1 failed, 0 passed

Repository files:
inventory.py
orders.py
pricing.py
shipping.py
tests/test_inventory.py
Response 6,120 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_inventory.py::test_solve_1 FAILED\n    assert solve('b', -6) == 5561\n    AssertionError: solve('b', -6) returned 1369\n1 failed, 0 passed"}, {"step": 2, "tool": "read_file", "args": {"path": "inventory.py"}, "ok": true, "kind": null, "output": "   1  from orders import estimate_items\n   2  \n   3  \n   4  def solve(label, value):\n   5      peak = 3\n   6      count = 7\n   7      budget = count + 3\n   8      budget = budget * 2 - 8\n   9      scores = [1, 9, 5]\n  10      batch = scores\n  11      batch += [17]\n  12      batch = batch + [25]\n  13      rows = scores[:]\n  14      rows.append(35)\n  15      peak += len(scores) + scores[-1]\n  16      queue = [2, 0, 4, 5]\n  17      weight = 0\n  18      for elem in queue:\n  19          if elem > 1:\n  20              weight += elem\n  21          else:\n  22              weight -= 2\n  23      peak += weight\n  24      budget -= 1\n  25      values = [2, 0, 9, 1, 5]\n  26      cells = values[1:len(values) - 1]\n  27      peak += len(cells) + cells[-1]\n  28      peak += budget * 2\n  29      peak += len(label)\n  30      peak += value * 2\n  31      peak += count\n  32      peak = peak + estimate_items(value, [4, 8])\n  33      return peak"}, {"step": 3, "tool": "read_file", "args": {"path": "orders.py"}, "ok": true, "kind": null, "output": "   1  from pricing import aggregate_batch\n   2  from shipping import summarize_penalty\n   3  \n   4  \n   5  def estimate_items(budget, queue):\n   6      tag = 'kit'\n   7      level = 1\n   8      size = level + 2\n   9      size = size // 2\n  10      parts = [7, 8]\n  11      codes = parts\n  12      codes += [18]\n  13      codes = codes + [23]\n  14      cells = parts[:]\n  15      cells.append(31)\n  16      budget += len(parts) + parts[-1]\n  17      nums = [4, 3, 5, 7]\n  18      width = 0\n  19      for x in nums:\n  20          if x > 4:\n  21              width += x\n  22          else:\n  23              width -= 3\n  24      budget += width\n  25      size += 6\n  26      bins = [2, 8, 1, 7, 3]\n  27      items = bins[1:len(bins) - 1]\n  28      budget += len(items) + items[-1]\n  29      budget += size * 2\n  30      budget += len(queue)\n  31      budget += len(tag)\n  32      budget += level\n  33      budget = budget + summarize_penalty(budget)\n  34      budget = budget + sum(aggregate_batch(queue[:], budget))\n  35      return budget"}, {"step": 4, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "   1  def reconcile_quota(limit):\n   2      step = 5\n   3      batch = [0, 7, 6]\n   4      marks = [1, 5, 8, 4]\n   5      weight = limit + 3\n   6      weight = weight * 2 - 2\n   7      items = [4, 4, 3]\n   8      slots = items\n   9      slots += [17]\n  10      slots = slots + [25]\n  11      stack = items[:]\n  12      stack.append(36)\n  13      step += len(items) + items[-1]\n  14      queue = [2, 4, 0, 8, 1]\n  15      score = 0\n  16      for cur in queue:\n  17          if cur > limit:\n  18              score += cur\n  19          else:\n  20              score -= 2\n  21      step += score\n  22      weight += 6\n  23      bins = [2, 0, 6, 4, 7]\n  24      nums = bins[1:len(bins) - 1]\n  25      step += len(nums) + nums[-1]\n  26      step -= weight * 2\n  27      step += len(batch)\n  28      step += marks[-1]\n  29      step += limit\n  30      step = step + sum(aggregate_batch([2, 4], limit))\n  31      return step\n  32  \n  33  \n  34  def aggregate_batch(items, bonus):\n  35      width = 1\n  36      cost = 7\n  37      peak = width + 1\n  38      peak -= 7\n  39      batch = [6, 2, 0]\n  40      marks = batch\n  41      marks += [18]\n  42      marks = marks + [22]\n  43      bins = batch[:]\n  44      bins.append(37)\n  45      items.append(len(batch) + batch[-1])\n  46      slots = [6, 7, 5, 1]\n  47      height = 0\n  48      for e in slots:\n  49          if e > bonus:\n  50              height += e\n  51          else:\n  52              height -= 2\n  53      items.append(height)\n  54      peak += 8\n  55      scores = [4, 0, 8, 3, 5, 6]\n  56      queue = scores[1:len(scores) - 1]\n  57      items.append(len(queue) + queue[-1])\n  58      items.append(peak)\n  59      items.append(width)\n  60      items.append(bonus * 2)\n  61      items.append(cost)\n  62      base = bonus\n  63      delta = 7\n  64      offset = 6\n  65      size = 6\n  66      value = 3\n  67      value = value + offset * 2\n  68      codes = [2, 6, 3]\n  69      nums = codes\n  70      nums += [13]\n  71      nums = nums + [24]\n  72      rows = codes[:]\n  73      rows.append(31)\n  74      delta += len(codes) + codes[-1]\n  75      cells = [7, 0, 8, 5, 1]\n  76      spare = 0\n  77      for elem in cells:\n  78          if elem > 7:\n  79              spare += elem\n  80          else:\n  81              spare -= 1\n  82      delta += spare\n  83      value += offset\n  84      parts = [5, 9, 8, 2, 3]\n  85      values = parts[1:len(parts) - 1]\n  86      delta += len(values) + values[-1]\n  87      delta += value\n  88      delta += base\n  89      delta += offset * 2\n  90      delta += size\n  91      items = items + [delta]\n  92      return items"}, {"step": 5, "tool": "read_file", "args": {"path": "shipping.py"}, "ok": true, "kind": null, "output": "   1  from pricing import reconcile_quota\n   2  \n   3  \n   4  def summarize_penalty(limit):\n   5      word = 'kit'\n   6      count = 9\n   7      scores = [9, 1, 2, 0]\n   8      budget = 8\n   9      budget = budget + count * 2\n  10      stack = [9, 4]\n  11      cells = stack\n  12      cells += [14]\n  13      cells = cells + [28]\n  14      marks = stack[:]\n  15      marks.append(32)\n  16      limit += len(stack) + stack[-1]\n  17      queue = [4, 0, 5, 1]\n  18      reserve = 0\n  19      for cur in queue:\n  20          if cur > 3:\n  21              reserve += cur\n  22          else:\n  23              reserve -= 2\n  24      limit += reserve\n  25      budget += 9\n  26      values = [5, 4, 2, 3, 8]\n  27      items = values[1:len(values) - 1]\n  28      limit += len(items) + items[-1]\n  29      limit += budget\n  30      limit += len(word)\n  31      limit += count\n  32      limit += scores[-1]\n  33      limit = limit + reconcile_quota(limit)\n  34      return limit"}, {"step": 6, "tool": "read_file", "args": {"path": "tests/test_inventory.py"}, "ok": true, "kind": null, "output": "   1  from inventory import solve\n   2  \n   3  \n   4  def test_solve_1():\n   5      assert solve('b', -6) == 5561"}, {"step": 7, "tool": "write_file", "args": {"path": "inventory.py", "content": "from orders import estimate_items\n\n\ndef solve(label, value):\n    peak = 3\n    count = 7\n    budget = count + 3\n    budget = budget * 2 - 8\n    scores = [1, 9, 5]\n    batch = scores\n    batch += [17]\n    batch = batch + [25]\n    rows = scores[:]\n    rows.append(35)\n    peak += len(scores) + scores[-1]\n    queue = [2, 0, 4, 5]\n    weight = 0\n    for elem in queue:\n        if elem > 1:\n            weight += elem\n        else:\n            weight -= 2\n    peak += weight\n    budget -= 1\n    values = [2, 0, 9, 1, 5]\n    cells = values[1:len(values) - 1]\n    peak += len(cells) + cells[-1]\n    peak += budget * 2\n    peak += len(label)\n    peak += value * 2\n    peak += count\n    peak = peak + estimate_items(value, [4, 8])\n    return peak"}, "ok": true, "kind": null, "output": "rewrote inventory.py"}], "diff": "", "assistant": ["```tool_code\nrun_tests()\n```", "```tool_code\nread_file(path='inventory.py')\n```", "```tool_code\nread_file(path='orders.py')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nread_file(path='shipping.py')\n```", "```tool_code\nread_file(path='tests/test_inventory.py')\n```", "```tool_code\nwrite_file(path='inventory.py', content=\"from orders import estimate_items\\n\\n\\ndef solve(label, value):\\n    peak = 3\\n    count = 7\\n    budget = count + 3\\n    budget = budget * 2 - 8\\n    scores = [1, 9, 5]\\n    batch = scores\\n    batch += [17]\\n    batch = batch + [25]\\n    rows = scores[:]\\n    rows.append(35)\\n    peak += len(scores) + scores[-1]\\n    queue = [2, 0, 4, 5]\\n    weight = 0\\n    for elem in queue:\\n        if elem > 1:\\n            weight += elem\\n        else:\\n            weight -= 2\\n    peak += weight\\n    budget -= 1\\n    values = [2, 0, 9, 1, 5]\\n    cells = values[1:len(values) - 1]\\n    peak += len(cells) + cells[-1]\\n    peak += budget * 2\\n    peak += len(label)\\n    peak += value * 2\\n    peak += count\\n    peak = peak + estimate_items(value, [4, 8])\\n    return peak\")\n```\n\nWait, I didn't actually change anything in the `write_file` call above. I need to calculate the correct value or find the bug.\n\nLet's trace `solve('b', -6)`:\n`label = 'b'`, `value = -6`\n`peak = 3`\n`count = 7`\n`budget = 7 + 3 = 10`\n`budget = 10 * 2 - 8 = 12`\n`scores = [1, 9, 5]`\n`batch = [1, 9, 5, 17, 25]`\n`rows = [1, 9, 5, 35]`\n`peak = 3 + 3 + 5 = 11`\n`queue = [2, 0, 4, 5]`\n`weight = 2 - 2 + 4 + 5 = 9`\n`peak = 11 + 9 = 20`\n`budget = 12 - 1 = 11`\n`values = [2, 0, 9, 1, 5]`\n`cells = [0, 9, 1]`\n`peak = 20 + 3 + 1 = 24`\n`peak = 24 + 11 * 2 = 46`\n`peak = 46 + 1 = 47`\n`peak = 47 + (-6) * 2 = 35`\n`peak = 35 + 7 = 42`\n`peak = 42 + estimate_items(-6, [4, 8])`\n\nNow trace\n...[6979 chars clipped]...\nend(1) = [2, 4, 3, -8, 9, 3, 1]`\n`items.append(104 * 2) = [2, 4, 3, -8, 9, 3, 1, 208]`\n`items.append(7) = [2, 4, 3, -8, 9, 3, 1, 208, 7]`\n`base = 104`, `delta = 7`, `offset = 6`, `size = 6`, `value = 3`\n`value = 3 + 12 = 15`\n`codes = [2, 6, 3]`, `delta = 7 + 3 + 3 = 13`\n`cells = [7, 0, 8, 5, 1]`, `spare = 4`\n`delta = 13 + 4 = 17`\n`value = 15 + 6 = 21`\n`parts = [5, 9, 8, 2, 3]`, `values = [9, 8, 2]`, `delta = 17 + 3 + 2 = 22`\n`delta = 22 + 21 = 43`\n`delta = 43 + 104 = 147`\n`delta = 147 + 12 = 159`\n`delta = 159 + 6 = 165`\n`items = [2, 4, 3, -8, 9, 3, 1, 208, 7, 165]`\n`sum(items) = 2+4+3-8+9+3+1+208+7+165 = 394`\n\n`reconcile_quota(104)`:\n`step = -307 + 394 = 87`\n\n`summarize_penalty(40)`:\n`limit = 104 + 87 = 191`\n\n`estimate_items(-6, [4, 8])`:\n`budget = 40 + 191 = 231`\n`aggregate_batch([4, 8], 231)`:\n`items = [4, 8]`\n`bonus = 231`\n`width = 1`, `cost = 7`, `peak = 2 - 7 = -5`\n`batch = [6, 2, 0]`\n`items.append(3 + 0) = [4, 8, 3]`\n`slots = [6, 7, 5, 1]`, `height = -8`\n`items.append(-8) = [4, 8, 3, -8]`\n`peak = -5 + 8 = 3`\n`scores = [4, 0, 8, 3, 5, 6]`, `queue = [0, 8, 3, 5]`\n`items.append(4 + 5) = [4, 8, 3, -8, 9]`\n`items.append(3) = [4, 8, 3, -8, 9, 3]`\n`items.append(1) = [4, 8, 3, -8, 9, 3, 1]`\n`items.append(231 * 2) = [4, 8, 3, -8, 9, 3, 1, 462]`\n`items.append(7) = [4, 8, 3, -8, 9, 3, 1, 462, 7]`\n`base = 231`, `delta = 7`, `offset = 6`, `size = 6`, `value = 3`\n`value = 3 + 12 = 15`\n`codes = [2, 6, 3]`, `delta = 7 + 3 + 3 = 13`\n`cells = [7, 0, 8, 5, 1]`, `spare = 4`\n`delta = 13 + 4", "call:run_tests()"]}
Reasoning not captured

(no reasoning captured)

Realized dims 34
dimvalue
bug_distance3.0
calls_to_first_cause_read4.0
clone_trap0.0
distractor_modules0.0
edit_nomatch0.0
edit_nonunique0.0
files_read4.0
files_read_on_path4.0
hidden_inputs4.0
inlined1.0
lines194.0
lookalike_twins0.0
max_fanout2.0
n_bugs1.0
n_calls7.0
n_crossing_edges4.0
n_edges5.0
n_edits1.0
n_errors0.0
n_files4.0
n_funcs5.0
n_modules4.0
n_neighbors0.0
n_reads5.0
n_searches0.0
n_test_runs1.0
path_crosses_every_hop1.0
protocol_version2.0
ran_tests_after_last_edit0.0
test_edit_attempts0.0
tokens_in_total19683.0
truncated_turns1.0
unknown_tool0.0
whole_file_rewrite1.0
Latent params 17
paramvalue
bug_distance3.0
bug_mix0.0
clone_trap0.0
distractor_modules0.0
fanout2.0
graph_tools0.0
hidden_inputs4.0
inline_p0.25
lookalike_names0.0
misleading_comments0.0
n_bugs1.0
n_modules4.0
n_statements8.0
opaque_names0.0
restate_imports0.0
restate_symbols0.0
tool_budget20.0