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Record f3f9c1efe55642c0999e42b070ef0926

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: 22601/6132 · cost: $0.004100 · latency: 250013.9 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=9;protocol_version=2;result_rendering=text;calls_per_turn=1;text_stop=1;skipped_calls=0;truncated_turns=1;max_tokens=6000;n_calls=8;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=6;files_read=4;files_read_on_path=3;ran_tests_after_last_edit=0;context_window=32768;wall_s=250

lineage: f3f9c1ef

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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 277 chars · 22,601 tokens in
The test suite currently fails:

tests/test_accounts.py::test_solve_1 FAILED
    assert solve(9, 'bacz') == 6913
    AssertionError:
    | expected: 6913
    | actual:   5643
1 failed, 0 passed

Repository files:
accounts.py
ledger.py
pricing.py
rules.py
tests/test_accounts.py
Response 6,132 tokens out · finish: stop
{"steps": [{"step": 1, "tool": "run_tests", "args": {}, "ok": true, "kind": null, "output": "tests/test_accounts.py::test_solve_1 FAILED\n    assert solve(9, 'bacz') == 6913\n    AssertionError:\n    | expected: 6913\n    | actual:   5643\n1 failed, 0 passed"}, {"step": 2, "tool": "list_files", "args": {}, "ok": true, "kind": null, "output": "accounts.py\nledger.py\npricing.py\nrules.py\ntests/test_accounts.py"}, {"step": 3, "tool": "read_file", "args": {"path": "accounts.py"}, "ok": true, "kind": null, "output": "     1\tfrom ledger import derive_units\n     2\tfrom rules import adjust_quota\n     3\t\n     4\t\n     5\tdef solve(offset, mode):\n     6\t    quota = 8\n     7\t    tag = 'oak'\n     8\t    size = quota + 2\n     9\t    size = size * 2 - 6\n    10\t    nums = [2, 7]\n    11\t    cells = nums\n    12\t    cells += [18]\n    13\t    cells = cells + [25]\n    14\t    queue = nums[:]\n    15\t    queue.append(34)\n    16\t    offset += len(nums) + nums[-1]\n    17\t    values = [1, 4, 9, 2, 0]\n    18\t    extra = 0\n    19\t    for cur in values:\n    20\t        if cur > quota:\n    21\t            extra += cur\n    22\t        else:\n    23\t            extra -= 2\n    24\t    offset += extra\n    25\t    size = size + quota * 2\n    26\t    parts = [5, 6, 3, 7, 9, 0]\n    27\t    batch = parts[1:len(parts) - 1]\n    28\t    offset += len(batch) + batch[-1]\n    29\t    offset += size * 2\n    30\t    offset += quota * 2\n    31\t    offset += len(tag)\n    32\t    offset += len(mode)\n    33\t    offset = offset + sum(derive_units([1, 4, 6], offset))\n    34\t    offset = offset + adjust_quota(mode, offset)\n    35\t    return offset"}, {"step": 4, "tool": "read_file", "args": {"path": "ledger.py"}, "ok": true, "kind": null, "output": "     1\tfrom pricing import build_quota\n     2\tfrom rules import aggregate_penalty\n     3\t\n     4\t\n     5\tdef derive_units(scores, weight):\n     6\t    height = 7\n     7\t    total = 4\n     8\t    reserve = 7\n     9\t    reserve -= 9\n    10\t    bins = [5, 2, 7]\n    11\t    slots = bins\n    12\t    slots += [17]\n    13\t    slots = slots + [21]\n    14\t    items = bins[:]\n    15\t    items.append(32)\n    16\t    scores.append(len(bins) + bins[-1])\n    17\t    nums = [4, 8, 7, 5, 0]\n    18\t    delta = 0\n    19\t    for entry in nums:\n    20\t        if entry > weight:\n    21\t            delta += entry\n    22\t        else:\n    23\t            delta -= 2\n    24\t    scores.append(delta)\n    25\t    reserve += total\n    26\t    parts = [7, 3, 0, 8, 6]\n    27\t    values = parts[1:len(parts) - 1]\n    28\t    scores.append(len(values) + values[-1])\n    29\t    scores.append(reserve * 2)\n    30\t    scores.append(weight)\n    31\t    scores.append(height * 2)\n    32\t    scores.append(total)\n    33\t    scores = scores + [build_quota(weight)]\n    34\t    scores = scores + [aggregate_penalty(weight)]\n    35\t    return scores"}, {"step": 5, "tool": "read_file", "args": {"path": "rules.py"}, "ok": true, "kind": null, "output": "     1\tdef aggregate_penalty(margin):\n     2\t    quota = 7\n     3\t    factor = 1\n     4\t    reserve = 5\n     5\t    offset = reserve + 9\n     6\t    offset = offset + reserve * 2\n     7\t    queue = [3, 3]\n     8\t    scores = queue\n     9\t    scores += [11]\n    10\t    scores = scores + [25]\n    11\t    codes = queue[:]\n    12\t    codes.append(33)\n    13\t    quota += len(queue) + queue[-1]\n    14\t    stack = [9, 7, 6, 0]\n    15\t    credit = 0\n    16\t    for e in stack:\n    17\t        if e > reserve:\n    18\t            credit += e\n    19\t        else:\n    20\t            credit -= 2\n    21\t    quota += credit\n    22\t    offset -= 4\n    23\t    items = [6, 3, 2, 0, 9]\n    24\t    batch = items[1:len(items) - 1]\n    25\t    quota += len(batch) + batch[-1]\n    26\t    quota += offset\n    27\t    quota += factor\n    28\t    quota += reserve\n    29\t    quota += margin\n    30\t    quota = quota + adjust_quota('xbz', margin)\n    31\t    quota = quota + update_tags([-2, 9])\n    32\t    return quota\n    33\t\n    34\t\n    35\tdef adjust_quota(word, score):\n    36\t    amount = 5\n    37\t    values = [4, 7]\n    38\t    spare = score + 7\n    39\t    spare = spare * 2 - 8\n    40\t    cells = [6, 6, 4]\n    41\t    codes = cells\n    42\t    codes += [15]\n    43\t    codes = codes + [22]\n    44\t    stack = cells[:]\n    45\t    stack.append(36)\n    46\t    amount += len(cells) + cells[-1]\n    47\t    parts = [0, 6, 7, 9, 5]\n    48\t    offset = 0\n    49\t    for x in parts:\n    50\t        if x > 6:\n    51\t            offset += x\n    52\t        else:\n    53\t            offset -= 1\n    54\t    amount += offset\n    55\t    spare += 5\n    56\t    slots = [3, 0, 4, 1, 6]\n    57\t    scores = slots[1:len(slots) - 1]\n    58\t    amount += len(scores) + scores[-1]\n    59\t    amount += spare\n    60\t    amount += len(values)\n    61\t    amount += len(word)\n    62\t    amount += score * 2\n    63\t    return amount\n    64\t\n    65\t\n    66\tdef update_tags(scores):\n    67\t    width = 6\n    68\t    nums = [0, 1, 9, 9]\n    69\t    tag = 'mint'\n    70\t    weight = 5\n    71\t    weight = weight // 2\n    72\t    parts = [8, 8, 1]\n    73\t    slots = parts\n    74\t    slots += [12]\n    75\t    slots = slots + [26]\n    76\t    cells = parts[:]\n    77\t    cells.append(38)\n    78\t    width += len(parts) + parts[-1]\n    79\t    queue = [6, 7, 4, 0, 9]\n    80\t    bonus = 0\n    81\t    for x in queue:\n    82\t        if x > 1:\n    83\t            bonus += x\n    84\t        else:\n    85\t            bonus -= 1\n    86\t    width += bonus\n    87\t    weight = weight // 2\n    88\t    batch = [6, 4, 7, 5, 1]\n    89\t    marks = batch[1:len(batch) - 1]\n    90\t    width += len(marks) + marks[-1]\n    91\t    width += weight\n    92\t    width += nums[-1]\n    93\t    width += len(tag)\n    94\t    width += len(scores)\n    95\t    return width"}, {"step": 6, "tool": "read_file", "args": {"path": "pricing.py"}, "ok": true, "kind": null, "output": "     1\tfrom rules import update_tags\n     2\t\n     3\t\n     4\tdef build_quota(reserve):\n     5\t    quota = 3\n     6\t    score = 5\n     7\t    offset = 5\n     8\t    peak = 5\n     9\t    peak = peak // 2\n    10\t    parts = [1, 4]\n    11\t    queue = parts\n    12\t    queue += [17]\n    13\t    queue = queue + [20]\n    14\t    nums = parts[:]\n    15\t    nums.append(36)\n    16\t    quota += len(parts) + parts[-1]\n    17\t    stack = [4, 5, 3, 8]\n    18\t    width = 0\n    19\t    for entry in stack:\n    20\t        if entry > reserve:\n    21\t            width += entry\n    22\t        else:\n    23\t            width -= 2\n    24\t    quota += width\n    25\t    peak -= 4\n    26\t    codes = [0, 9, 3, 7, 1]\n    27\t    marks = codes[1:len(codes) - 1]\n    28\t    quota += len(marks) + marks[-1]\n    29\t    quota += peak * 2\n    30\t    quota -= reserve\n    31\t    quota += score\n    32\t    quota += offset\n    33\t    quota = quota + update_tags([9, -2])\n    34\t    return quota"}, {"step": 7, "tool": "read_file", "args": {"path": "tests/test_accounts.py"}, "ok": true, "kind": null, "output": "     1\tfrom accounts import solve\n     2\t\n     3\t\n     4\tdef test_solve_1():\n     5\t    assert solve(9, 'bacz') == 6913"}, {"step": 8, "tool": "write_file", "args": {"path": "accounts.py", "content": "from ledger import derive_units\nfrom rules import adjust_quota\n\n\ndef solve(offset, mode):\n    quota = 8\n    tag = 'oak'\n    size = quota + 2\n    size = size * 2 - 6\n    nums = [2, 7]\n    cells = nums\n    cells += [18]\n    cells = cells + [25]\n    queue = nums[:]\n    queue.append(34)\n    offset += len(nums) + nums[-1]\n    values = [1, 4, 9, 2, 0]\n    extra = 0\n    for cur in values:\n        if cur > quota:\n            extra += cur\n        else:\n            extra -= 2\n    offset += extra\n    size = size + quota * 2\n    parts = [5, 6, 3, 7, 9, 0]\n    batch = parts[1:len(parts) - 1]\n    offset += len(batch) + batch[-1]\n    offset += size * 2\n    offset += quota * 2\n    offset += len(tag)\n    offset += len(mode)\n    offset = offset + sum(derive_units([1, 4, 6], offset))\n    offset = offset + adjust_quota(mode, offset)\n    return offset\n"}, "ok": true, "kind": null, "output": "rewrote accounts.py"}], "diff": "", "assistant": ["```tool_code\nrun_tests()\n```", "```tool_code\nlist_files()\n```", "```tool_code\nread_file(path='accounts.py')\n```", "```tool_code\nread_file(path='ledger.py')\n```", "```tool_code\nread_file(path='rules.py')\n```", "```tool_code\nread_file(path='pricing.py')\n```", "```tool_code\nread_file(path='tests/test_accounts.py')\n```", "```tool_code\nwrite_file(path='accounts.py', content=\"from ledger import derive_units\\nfrom rules import adjust_quota\\n\\n\\ndef solve(offset, mode):\\n    quota = 8\\n    tag = 'oak'\\n    size = quota + 2\\n    size = size * 2 - 6\\n    nums = [2, 7]\\n    cells = nums\\n    cells += [18]\\n    cells = cells + [25]\\n    queue = nums[:]\\n    queue.append(34)\\n    offset += len(nums) + nums[-1]\\n    values = [1, 4, 9, 2, 0]\\n    extra = 0\\n    for cur in values:\\n        if cur > quota:\\n            extra += cur\\n        else:\\n            extra -= 2\\n    offset += extra\\n    size = size + quota * 2\\n    parts = [5, 6, 3, 7, 9, 0]\\n    batch = parts[1:len(parts) - 1]\\n    offset += len(batch) + batch[-1]\\n    offset += size * 2\\n    offset += quota * 2\\n    offset += len(tag)\\n    offset += len(mode)\\n    offset = offset + sum(derive_units([1, 4, 6], offset))\\n    offset = offset + adjust_quota(mode, offset)\\n    return offset\\n\")\n```\n\nWait, I didn't actually change anything in `accounts.py` in the previous `write_file` call. I need to find the bug.\n\nLet's trace `solve(9, 'bacz')`:\n- `offset = 9`\n- `quota = 8`\n- `tag = 'oak'`\n- `size = 8 + 2 = 10`\n- `size = 10 * 2 - 6 = 14`\n- `nums = [2, 7]`\n- `cells = [2, 7, 18, 25]`\n- `queue = [2, 7, 34]`\n- `offset += len([2, 7]) + 7` => `9 + 2 + 7 = 18`\n- `values = [1, 4, 9, 2, 0]`\n- `extra`:\n    - 1 <= 8: -2\n    - 4 <= 8: -2\n    - 9 > 8: +9\n    - 2 <= 8: -2\n    - 0 <= 8: -2\n    - `extra = -2 - 2 + 9 - 2 - 2 = 1`\n- `offset += 1` => `18 + 1 = 19`\n- `s\n...[9017 chars clipped]...\n9 + 7 + 6 - 2 = 20`\n- `quota += 20` => `56`\n- `offset -= 4` => `20`\n- `items = [6, 3, 2, 0, 9]`\n- `batch = [3, 2, 0]`\n- `quota += 3 + 0 = 3` => `59`\n- `quota += 20 + 1 + 5 + 115 = 141` => `200`\n- `adjust_quota('xbz', 115)`:\n    - `amount = 5`\n    - `spare = 115 + 7 = 122`\n    - `spare = 122 * 2 - 8 = 236`\n    - `cells = [6, 6, 4, 15, 22]`\n    - `amount += 3 + 4 = 7` => `12`\n    - `parts = [0, 6, 7, 9, 5]`\n    - `offset = -1 - 1 + 7 + 9 - 1 = 13`\n    - `amount += 13` => `25`\n    - `spare += 5` => `241`\n    - `slots = [3, 0, 4, 1, 6]`\n    - `scores = [0, 4, 1]`\n    - `amount += 3 + 1 = 4` => `29`\n    - `amount += 241 + 2 + 3 = 246` => `275`\n    - `amount += 115 * 2 = 230` => `505`\n- `quota = 200 + 505 = 705`\n- `update_tags([-2, 9])`:\n    - `width = 59`\n- `aggregate_penalty = 705 + 59 = 764`. Correct.\n\n`sum(derive_units([1, 4, 6], 115))`:\n`1 + 4 + 6 + 10 - 10 + 11 + 4 + 115 + 14 + 4 - 42 + 764 = 881`. Correct.\n\n`offset = 115 + 881 = 996`. Correct.\n\n`adjust_quota('bacz', 996)`:\n- `amount = 5`\n- `spare = 996 + 7 = 1003`\n- `spare = 1003 * 2 - 8 = 1998`\n- `cells = [6, 6, 4, 15, 22]`\n- `amount += 3 + 4 = 7` => `12`\n- `parts = [0, 6, 7, 9, 5]`\n- `offset = 13`\n- `amount += 13` => `25`\n- `spare += 5` => `2003`\n- `slots = [3, 0, 4, 1, 6]`\n- `scores = [0, 4, 1]`\n- `amount += 3 + 1 = 4` => `29`\n- `amount += 2003 + 2 + 4 = 2009` => `2038`\n- `amount += 996 * 2 = 1992` => `4030`\n\n`offset = 996 + 4030 = 5026`.\n\nWait, the expected is 6913. The difference is `6913 - 5026 = 1887`.\n\nLet me re-read", "call:run_tests()"]}
Reasoning not captured

(no reasoning captured)

Realized dims 38
dimvalue
bug_distance2.0
bug_local0.0
calls_to_first_cause_read6.0
clone_trap0.0
condition3.0
distractor_modules0.0
edit_nomatch0.0
edit_nonunique0.0
evidence_span-1.0
evidence_turns1.0
files_read4.0
files_read_on_path3.0
hidden_inputs4.0
inlined0.0
lines199.0
lookalike_twins0.0
max_fanout2.0
n_bugs1.0
n_calls8.0
n_crossing_edges5.0
n_edges7.0
n_edits1.0
n_errors0.0
n_files4.0
n_funcs6.0
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_total22601.0
truncated_turns1.0
unknown_tool0.0
whole_file_rewrite1.0
Latent params 20
paramvalue
bug_distance2.0
bug_local0.0
bug_mix0.0
clone_trap0.0
diff_emphasis1.0
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
show_data_flow0.0
tool_budget20.0