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"Using ALL of the numbers 12, 4, 7, 1, 2, 5, 21, 88, create an expression that equals 109. You must (...TRUNCATED)
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countdown
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[["We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly o(...TRUNCATED)
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[["nostrud dolor eiusmod elit ad ipsum Continue exploring alternative solution strategies.","tempor (...TRUNCATED)
[["We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly o(...TRUNCATED)
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[[{"branch_id":1,"canonical_key":"expr:109-88=21**","end_char":301,"end_char_in_round":301,"eval_val(...TRUNCATED)
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"Using ALL of the numbers 25, 69, 58, 14, 55, 24, 36, 60, create an expression that equals 176. You (...TRUNCATED)
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countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**25, 69, 58, 14, 55, 24, 36, 60** \nWe must use **each number exac(...TRUNCATED)
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[[{"end_char":1224,"end_char_in_round":1224,"marker_type":"too_big","round_idx":0,"span_text":"too b(...TRUNCATED)
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[[{"branch_id":0,"end_char":209,"end_char_in_round":209,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
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"Using ALL of the numbers 55, 36, 6, 3, 14, 99, 17, 82, create an expression that equals 245. You mu(...TRUNCATED)
"{\"numbers\": [55, 36, 6, 3, 14, 99, 17, 82], \"target\": 245, \"operators_used\": [\"*\", \"-\", \(...TRUNCATED)
countdown
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[["We are given the numbers: \n**55, 36, 6, 3, 14, 99, 17, 82** \nWe must use **each number exactl(...TRUNCATED)
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[["We are given the numbers: \n**55, 36, 6, 3, 14, 99, 17, 82** \nWe must use **each number exactl(...TRUNCATED)
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[[{"all_operands":[55.0,36.0],"all_operators":["+"],"branch_id":1,"canonical_form":"55 + 36 = 91","c(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:55+36=91","end_char":305,"end_char_in_round":305,"eval_value"(...TRUNCATED)
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[[{"end_char":1571,"end_char_in_round":1571,"marker_type":"too_big","round_idx":0,"span_text":"too b(...TRUNCATED)
[[{"branch_id":2,"end_char":2570,"end_char_in_round":2570,"evidence_kind":"make_zero","evidence_text(...TRUNCATED)
[[{"branch_id":0,"end_char":195,"end_char_in_round":195,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":507,"latex_frac":null,"multi_op_chain":221,"nested_paren":1,"par(...TRUNCATED)
"Using ALL of the numbers 87, 87, 29, 2, 19, 4, 1, 1, create an expression that equals 281. You must(...TRUNCATED)
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countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**87, 87, 29, 2, 19, 4, 1, 1** \nWe must use **each number exactly (...TRUNCATED)
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[["ipsum dolore quis ipsum adipiscing Continue exploring alternative solution strategies.","sed cons(...TRUNCATED)
[["We are given the numbers: \n**87, 87, 29, 2, 19, 4, 1, 1** \nWe must use **each number exactly (...TRUNCATED)
random_noise
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[[["(87 + 87) + (19 × 4) + (29 + 2) + (1 - 1) = 281"],["((87 × 2) + (19 × 4) + (29 + 1 + 1)) × ((...TRUNCATED)
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[[{"all_operands":[87.0,2.0],"all_operators":["*"],"branch_id":1,"canonical_form":"87 * 2 = 174","ca(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:87*2=174","end_char":272,"end_char_in_round":272,"eval_value"(...TRUNCATED)
[[{"canonical_key":"subgoal:281","confidence":0.85,"end_char":1969,"end_char_in_round":1969,"goal_va(...TRUNCATED)
[[{"end_char":1022,"end_char_in_round":1022,"marker_type":"too_low","round_idx":0,"span_text":"too l(...TRUNCATED)
[[{"branch_id":3,"end_char":3417,"end_char_in_round":3417,"evidence_kind":"need","evidence_text":"Ne(...TRUNCATED)
[[{"branch_id":0,"end_char":179,"end_char_in_round":179,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":638,"latex_frac":null,"multi_op_chain":88,"nested_paren":null,"p(...TRUNCATED)
"Using ALL of the numbers 56, 63, 7, 50, 44, 1, 87, 52, create an expression that equals 132. You mu(...TRUNCATED)
"{\"numbers\": [56, 63, 7, 50, 44, 1, 87, 52], \"target\": 132, \"operators_used\": [\"-\", \"/\", \(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**56, 63, 7, 50, 44, 1, 87, 52** \nWe must use **each number exactl(...TRUNCATED)
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[["sed consectetur dolore labore quis tempor ad consectetur sit enim sed Continue exploring alternat(...TRUNCATED)
[["We are given the numbers: \n**56, 63, 7, 50, 44, 1, 87, 52** \nWe must use **each number exactl(...TRUNCATED)
random_noise
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[ 0 ]
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[[{"all_operands":[56.0,63.0],"all_operators":["+"],"branch_id":1,"canonical_form":"56 + 63 = 119","(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:56+63=119","end_char":389,"end_char_in_round":389,"eval_value(...TRUNCATED)
[[{"canonical_key":"subgoal:26","confidence":0.85,"end_char":1217,"end_char_in_round":1217,"goal_val(...TRUNCATED)
[[{"end_char":1112,"end_char_in_round":1112,"marker_type":"not_helpful","round_idx":0,"span_text":"n(...TRUNCATED)
[[{"branch_id":2,"end_char":2927,"end_char_in_round":2927,"evidence_kind":"need","evidence_text":"ne(...TRUNCATED)
[[{"branch_id":0,"end_char":293,"end_char_in_round":293,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":457,"latex_frac":null,"multi_op_chain":40,"nested_paren":21,"par(...TRUNCATED)
"Using ALL of the numbers 7, 1, 49, 7, 28, 59, 3, 44, create an expression that equals 521. You must(...TRUNCATED)
"{\"numbers\": [7, 1, 49, 7, 28, 59, 3, 44], \"target\": 521, \"operators_used\": [\"/\", \"*\", \"/(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**7, 1, 49, 7, 28, 59, 3, 44** \nWe must use **each number exactly (...TRUNCATED)
[ 33109 ]
[ 37 ]
[["eiusmod adipiscing veniam ad tempor amet quis minim quis Continue exploring alternative solution (...TRUNCATED)
[["We are given the numbers: \n**7, 1, 49, 7, 28, 59, 3, 44** \nWe must use **each number exactly (...TRUNCATED)
random_noise
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[ null ]
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[ 0 ]
[[["(44 + 28) * 7 + 59 - 49 + 7 = 521","(44 + 28) * 7 + 59 - 49 + 7 = 521","(44 + 28) * 7 + 59 - 49 (...TRUNCATED)
[[[false,false,false],[false,false],[false],[false,false],[false],[false],[false],[false],[false],[f(...TRUNCATED)
[[[{"answer_block":"(44 + 28) * 7 + 59 - 49 + 7 = 521","error":"Expression must use ALL available nu(...TRUNCATED)
[[{"all_operands":[7.0,7.0],"all_operators":["+"],"branch_id":1,"canonical_form":"7 + 7 = 14","canon(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:(7+7)=14","end_char":354,"end_char_in_round":354,"eval_value"(...TRUNCATED)
[[{"canonical_key":"subgoal:4","confidence":0.85,"end_char":1361,"end_char_in_round":1361,"goal_valu(...TRUNCATED)
[[{"end_char":783,"end_char_in_round":783,"marker_type":"too_big","round_idx":0,"span_text":"too big(...TRUNCATED)
[[{"branch_id":2,"end_char":1414,"end_char_in_round":1414,"evidence_kind":"need","evidence_text":"ne(...TRUNCATED)
[[{"branch_id":0,"end_char":212,"end_char_in_round":212,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":930,"latex_frac":null,"multi_op_chain":62,"nested_paren":6,"pare(...TRUNCATED)
"Using ALL of the numbers 97, 4, 93, 26, 3, 24, 20, 31, create an expression that equals 620. You mu(...TRUNCATED)
"{\"numbers\": [97, 4, 93, 26, 3, 24, 20, 31], \"target\": 620, \"operators_used\": [\"-\", \"/\", \(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**97, 4, 93, 26, 3, 24, 20, 31** \nWe must use **each number exactl(...TRUNCATED)
[ 33002 ]
[ 51 ]
[["veniam dolor labore do tempor sed minim consectetur Continue exploring alternative solution strat(...TRUNCATED)
[["We are given the numbers: \n**97, 4, 93, 26, 3, 24, 20, 31** \nWe must use **each number exactl(...TRUNCATED)
random_noise
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[ null ]
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[ 0 ]
[[["(93 - 31) * (26 - 20 + 4) = 620","(93 - 31) * (26 - 20 + 4) = 620","(24 \\times 26) - 4 = 620"],(...TRUNCATED)
[[[false,false,false],[false,false,false,false,false,false],[false,false],[false,false],[false],[fal(...TRUNCATED)
[[[{"answer_block":"(93 - 31) * (26 - 20 + 4) = 620","error":"Expression must use ALL available numb(...TRUNCATED)
[[{"all_operands":[97.0,4.0],"all_operators":["+"],"branch_id":1,"canonical_form":"97 + 4 = 101","ca(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:97+4=101","end_char":314,"end_char_in_round":314,"eval_value"(...TRUNCATED)
[[{"canonical_key":"subgoal:0","confidence":0.5,"end_char":1707,"end_char_in_round":1707,"goal_value(...TRUNCATED)
[[{"end_char":2679,"end_char_in_round":2679,"marker_type":"not_helpful","round_idx":0,"span_text":"n(...TRUNCATED)
[[{"branch_id":2,"end_char":2290,"end_char_in_round":2290,"evidence_kind":"make_zero","evidence_text(...TRUNCATED)
[[{"branch_id":0,"end_char":214,"end_char_in_round":214,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":605,"latex_frac":null,"multi_op_chain":8,"nested_paren":40,"pare(...TRUNCATED)
"Using ALL of the numbers 45, 69, 55, 40, 1, 9, 8, 83, create an expression that equals 913. You mus(...TRUNCATED)
"{\"numbers\": [45, 69, 55, 40, 1, 9, 8, 83], \"target\": 913, \"operators_used\": [\"*\", \"+\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**45, 69, 55, 40, 1, 9, 8, 83** \nWe must use **each number exactly(...TRUNCATED)
[ 32824 ]
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[["We are given the numbers: \n**45, 69, 55, 40, 1, 9, 8, 83** \nWe must use **each number exactly(...TRUNCATED)
random_noise
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[ null ]
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[[["83 * (55 - 45 + 1) + (69 - 40 - 9 - 8) - (69 - 40 - 9 - 8)","83 * (55 - 45 + 1) = 913","83 * (55(...TRUNCATED)
[[[false,false,false],[false,false,false,false,false],[false,false,false,false,false,false],[false,f(...TRUNCATED)
[[[{"answer_block":"83 * (55 - 45 + 1) + (69 - 40 - 9 - 8) - (69 - 40 - 9 - 8)","error":"Expression (...TRUNCATED)
[[{"all_operands":[45.0,69.0],"all_operators":["+"],"branch_id":1,"canonical_form":"45 + 69 = 114","(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:45+69=114","end_char":317,"end_char_in_round":317,"eval_value(...TRUNCATED)
[[{"canonical_key":"subgoal:913","confidence":0.9,"end_char":633,"end_char_in_round":633,"goal_value(...TRUNCATED)
[[{"end_char":2282,"end_char_in_round":2282,"marker_type":"too_big","round_idx":0,"span_text":"too b(...TRUNCATED)
[[{"branch_id":2,"end_char":2464,"end_char_in_round":2464,"evidence_kind":"need","evidence_text":"ne(...TRUNCATED)
[[{"branch_id":0,"end_char":206,"end_char_in_round":206,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":645,"latex_frac":null,"multi_op_chain":40,"nested_paren":4,"pare(...TRUNCATED)
"Using ALL of the numbers 72, 3, 67, 1, 43, 1, 93, 53, create an expression that equals 145. You mus(...TRUNCATED)
"{\"numbers\": [72, 3, 67, 1, 43, 1, 93, 53], \"target\": 145, \"operators_used\": [\"/\", \"-\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers:\n\n**72, 3, 67, 1, 43, 1, 93, 53**\n\nWe must use **each number exactly(...TRUNCATED)
[ 33205 ]
[ 28 ]
[["aliqua nostrud minim eiusmod labore dolor quis dolor ad nostrud nostrud Continue exploring altern(...TRUNCATED)
[["We are given the numbers:\n\n**72, 3, 67, 1, 43, 1, 93, 53**\n\nWe must use **each number exactly(...TRUNCATED)
random_noise
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[[["((67 + 53) + (93 - 72) + (3 + 1)) × 1 = 145"],["((67 + 53) + (93 - 72) + (3 + 1)) × 1 = 145"],(...TRUNCATED)
[[[false],[false],[false,false],[false,false],[false,false],[false,false],[false,false],[false,false(...TRUNCATED)
[[[{"answer_block":"((67 + 53) + (93 - 72) + (3 + 1)) * 1 = 145","error":"Expression must use ALL av(...TRUNCATED)
[[{"all_operands":[72.0,3.0],"all_operators":["+"],"branch_id":1,"canonical_form":"72 + 3 = 75","can(...TRUNCATED)
[[{"branch_id":1,"canonical_key":"expr:72+3=75","end_char":350,"end_char_in_round":350,"eval_value":(...TRUNCATED)
[[{"canonical_key":"subgoal:0","confidence":0.9,"end_char":2358,"end_char_in_round":2358,"goal_value(...TRUNCATED)
[[{"end_char":2070,"end_char_in_round":2070,"marker_type":"not_helpful","round_idx":0,"span_text":"N(...TRUNCATED)
[[{"branch_id":2,"end_char":3266,"end_char_in_round":3266,"evidence_kind":"eval_zero","evidence_text(...TRUNCATED)
[[{"branch_id":0,"end_char":204,"end_char_in_round":204,"round_idx":0,"start_char":0,"start_char_in_(...TRUNCATED)
[{"attempts_by_match_type":{"infix":423,"latex_frac":null,"multi_op_chain":51,"nested_paren":24,"par(...TRUNCATED)
"Using ALL of the numbers 13, 1, 13, 68, 2, 2, 93, 62, create an expression that equals 102. You mus(...TRUNCATED)
"{\"numbers\": [13, 1, 13, 68, 2, 2, 93, 62], \"target\": 102, \"operators_used\": [\"/\", \"-\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["We are given the numbers: \n**13, 1, 13, 68, 2, 2, 93, 62** \nWe must use **each number exactly(...TRUNCATED)
[ 33500 ]
[ 17 ]
[["dolor quis quis consectetur quis labore eiusmod quis aliqua tempor Continue exploring alternative(...TRUNCATED)
[["We are given the numbers: \n**13, 1, 13, 68, 2, 2, 93, 62** \nWe must use **each number exactly(...TRUNCATED)
random_noise
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[ null ]
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[[["93 + 68 - 62 + 2 + 2 - 1 + 13 - 13 = 102"],["93 + 68 - 62 + 2 + 2 - 1 + 13 - 13 = 102","93 + 68 (...TRUNCATED)
[[[true],[true,true,true,true,true,true,true],[true,true,true,true,true,true],[true,true,true],[true(...TRUNCATED)
[[[{"answer_block":"93 + 68 - 62 + 2 + 2 - 1 + 13 - 13 = 102","error":null,"final_answer":102.0,"is_(...TRUNCATED)
[[{"all_operands":[102.0,93.0],"all_operators":["-"],"branch_id":0,"canonical_form":"102 - 93 = 9","(...TRUNCATED)
[[{"branch_id":0,"canonical_key":"expr:102-93=102","end_char":417,"end_char_in_round":417,"eval_valu(...TRUNCATED)
[[{"canonical_key":"subgoal:102","confidence":0.9,"end_char":1968,"end_char_in_round":1968,"goal_val(...TRUNCATED)
[[{"end_char":447,"end_char_in_round":447,"marker_type":"too_big","round_idx":0,"span_text":"too big(...TRUNCATED)
[[{"branch_id":1,"end_char":2905,"end_char_in_round":2905,"evidence_kind":"goal","evidence_text":"Tr(...TRUNCATED)
[[{"branch_id":0,"end_char":1935,"end_char_in_round":1935,"round_idx":0,"start_char":0,"start_char_i(...TRUNCATED)
[{"attempts_by_match_type":{"infix":613,"latex_frac":null,"multi_op_chain":116,"nested_paren":2,"par(...TRUNCATED)
End of preview. Expand in Data Studio

EAS-Qwen3-30B-A3B-Instruct-2507-cd8arg-random_noise-stage02a-v2

Deterministic extraction of arithmetic attempts, expressions, subgoals, branches, and failure markers from Countdown reasoning traces

Dataset Info

  • Rows: 100
  • Columns: 24

Columns

Column Type Description
question Value('string') No description provided
metadata Value('string') No description provided
task_source Value('string') No description provided
formatted_prompt List({'content': Value('string'), 'role': Value('string')}) No description provided
responses_by_sample List(List(Value('string'))) No description provided
tokens_by_sample List(Value('int64')) No description provided
num_rounds_by_sample List(Value('int64')) No description provided
continuation_prompts_by_sample List(List(Value('string'))) No description provided
continuation_text_by_sample List(List(Value('string'))) No description provided
strategy_type Value('string') No description provided
termination_reason_by_sample List(Value('string')) No description provided
correct_round_by_sample List(Value('null')) No description provided
smart_termination_enabled Value('bool') No description provided
retry_count_by_sample List(Value('int64')) No description provided
answers_by_sample List(List(List(Value('string')))) No description provided
evals_by_sample List(List(List(Value('bool')))) No description provided
eval_metadata_by_sample List(List(List({'answer_block': Value('string'), 'error': Value('string'), 'final_answer': Value('float64'), 'is_correct': Value('bool')}))) No description provided
arithmetic_attempts_by_sample List(List({'all_operands': List(Value('float64')), 'all_operators': List(Value('string')), 'branch_id': Value('int64'), 'canonical_form': Value('string'), 'canonical_key': Value('string'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'is_legal': Value('bool'), 'is_multi_operand': Value('bool'), 'is_valid_arithmetic': Value('bool'), 'match_type': Value('string'), 'operand_a': Value('float64'), 'operand_a_str': Value('string'), 'operand_b': Value('float64'), 'operand_b_str': Value('string'), 'operator': Value('string'), 'operator_raw': Value('string'), 'result': Value('float64'), 'result_str': Value('string'), 'round_idx': Value('int64'), 'separator_raw': Value('string'), 'span_text': Value('string'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64'), 'subgoal_id': Value('int64'), 'subgoal_value': Value('int64')})) List of extracted binary arithmetic operations (A op B = C) per sample with spans and validation
expression_attempts_by_sample List(List({'branch_id': Value('int64'), 'canonical_key': Value('string'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'eval_value': Value('string'), 'expression': Value('string'), 'is_legal_initial': Value('bool'), 'is_valid_arithmetic': Value('bool'), 'numbers_used': List(Value('int64')), 'ops_used': List(Value('string')), 'relation': Value('string'), 'relation_raw': Value('string'), 'rhs': Value('string'), 'rhs_eval_value': Value('string'), 'round_idx': Value('int64'), 'source_kind': Value('string'), 'span_text': Value('string'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64'), 'subgoal_id': Value('int64'), 'subgoal_value': Value('int64')})) List of extracted LHS = RHS expressions per sample with evaluation info
subgoals_by_sample List(List({'canonical_key': Value('string'), 'confidence': Value('float64'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'goal_value': Value('int64'), 'kind': Value('string'), 'round_idx': Value('int64'), 'span_text': Value('string'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64')})) List of detected subgoal markers (goal, need, intermediate, eval_zero, make_zero) per sample with kind and confidence
failure_markers_by_sample List(List({'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'marker_type': Value('string'), 'round_idx': Value('int64'), 'span_text': Value('string'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64')})) List of detected failure/backtrack markers per sample
subgoal_windows_by_sample List(List({'branch_id': Value('int64'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'evidence_kind': Value('string'), 'evidence_text': Value('string'), 'round_idx': Value('int64'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64'), 'subgoal_id': Value('int64'), 'value': Value('int64')})) List of subgoal window spans (where a subgoal is active) per sample
branches_by_sample List(List({'branch_id': Value('int64'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'round_idx': Value('int64'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64'), 'start_kind': Value('string'), 'start_label': Value('string'), 'start_text': Value('string')})) List of branch segments (strategy/alternative sections) per sample
extraction_stats_by_sample List({'attempts_by_match_type': {'infix': Value('int64'), 'latex_frac': Value('int64'), 'multi_op_chain': Value('int64'), 'nested_paren': Value('int64'), 'paren_expr': Value('int64'), 'reversed': Value('int64')}, 'attempts_with_branch': Value('int64'), 'attempts_with_subgoal': Value('int64'), 'binary_attempts': Value('int64'), 'legal_expression_initial': Value('int64'), 'legal_initial': Value('int64'), 'merged_text_length': Value('int64'), 'multi_operand_attempts': Value('int64'), 'rounds_with_content': Value('int64'), 'subgoals_by_kind': {'eval_zero': Value('int64'), 'goal': Value('int64'), 'intermediate': Value('int64'), 'make_zero': Value('int64'), 'need': Value('int64'), 'need_more': Value('int64'), 'short_by': Value('int64')}, 'total_attempts': Value('int64'), 'total_branches': Value('int64'), 'total_expression_attempts': Value('int64'), 'total_failure_markers': Value('int64'), 'total_subgoal_windows': Value('int64'), 'total_subgoals': Value('int64'), 'unique_canonical_keys': Value('int64'), 'unique_expression_keys': Value('int64'), 'valid_arithmetic': Value('int64'), 'valid_expression_arithmetic': Value('int64')}) Summary statistics of extraction results per sample including subgoals_by_kind breakdown

Generation Parameters

{
  "script_name": "stage_02a_extract_attempts.py",
  "model": "deterministic_parser",
  "hyperparameters": {},
  "input_datasets": [
    "reasoning-degeneration-dev/EAS-Qwen3-30B-A3B-Instruct-2507-cd8arg-random_noise"
  ],
  "description": "Deterministic extraction of arithmetic attempts, expressions, subgoals, branches, and failure markers from Countdown reasoning traces"
}

Experiment Documentation

For complete experiment details, see https://github.com/reasoning-degeneration/ReasoningDegeneration/tree/main/experiments/degen_test_1_countdown/documentation

Usage

from datasets import load_dataset

dataset = load_dataset("reasoning-degeneration-dev/EAS-Qwen3-30B-A3B-Instruct-2507-cd8arg-random_noise-stage02a-v2", split="train")
print(f"Loaded {len(dataset)} rows")

This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST

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