{
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      "loaded": 7500,
      "verifiable": 6369,
      "deduplicated": 5793,
      "decontaminated": 5787,
      "rl_disjoint": 4272
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    "numina": {
      "loaded": 896215,
      "verifiable": 420130,
      "deduplicated": 380086,
      "decontaminated": 380063,
      "rl_disjoint": 376612
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      "loaded": 1000,
      "verifiable": 502,
      "deduplicated": 175,
      "decontaminated": 174,
      "rl_disjoint": 59
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  },
  "removals_primary_reason": {
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      "verifiable": {
        "unparseable_or_nonscalar_gold": 605,
        "multipart_heuristic": 204,
        "multiple_choice": 319,
        "missing_gold": 2,
        "proof_heuristic": 1
      },
      "deduplicated": {
        "conflicting_answer_cluster": 572,
        "duplicate": 4
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      "decontaminated": {
        "eval_overlap": 6
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      "rl_disjoint": {
        "rl_overlap": 1515
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    },
    "numina": {
      "verifiable": {
        "multipart_heuristic": 83193,
        "dataset_invalid": 59169,
        "proof_label": 97873,
        "unparseable_or_nonscalar_gold": 168404,
        "proof_heuristic": 11141,
        "multiple_choice": 31050,
        "missing_gold": 19381,
        "empty_problem": 2,
        "excluded_sub_source": 5872
      },
      "deduplicated": {
        "conflicting_answer_cluster": 20504,
        "duplicate": 19540
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      "decontaminated": {
        "eval_overlap": 23
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      "rl_disjoint": {
        "rl_overlap": 3451
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    },
    "s1": {
      "verifiable": {
        "proof_heuristic": 102,
        "multipart_heuristic": 56,
        "s1_nonmath_or_unconfirmed_domain": 265,
        "unparseable_or_nonscalar_gold": 53,
        "multiple_choice": 22
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      "deduplicated": {
        "duplicate": 269,
        "conflicting_answer_cluster": 58
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      "decontaminated": {
        "eval_overlap": 1
      },
      "rl_disjoint": {
        "rl_overlap": 115
      }
    }
  },
  "s1_by_type": {
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      "math_kept": 271,
      "verifiable_dropped": 166,
      "verifiable_kept": 105
    },
    "math | qq8933/AIME_1983_2024": {
      "math_kept": 287,
      "verifiable_dropped": 16,
      "verifiable_kept": 271
    },
    "math | KbsdJames/Omni-MATH": {
      "math_kept": 71,
      "verifiable_dropped": 26,
      "verifiable_kept": 45
    },
    "math | TIGER-Lab/TheoremQA/float": {
      "math_dropped": 25,
      "verifiable_dropped": 25
    },
    "math | daman1209arora/jeebench/phy": {
      "math_dropped": 18,
      "verifiable_dropped": 18
    },
    "math | qfq/openaimath/Algebra": {
      "math_kept": 3,
      "verifiable_kept": 2,
      "verifiable_dropped": 1
    },
    "math | Hothan/OlympiadBench/Open-ended/Physics": {
      "math_dropped": 74,
      "verifiable_dropped": 74
    },
    "science | Idavidrein/gpqa": {
      "math_dropped": 88,
      "verifiable_dropped": 88
    },
    "math | Hothan/OlympiadBench/Theorem proof/Math": {
      "math_dropped": 2,
      "verifiable_dropped": 2
    },
    "science | daman1209arora/jeebench/chem": {
      "math_dropped": 11,
      "verifiable_dropped": 11
    },
    "math | qfq/openaimath/Precalculus": {
      "math_kept": 30,
      "verifiable_kept": 23,
      "verifiable_dropped": 7
    },
    "math | TIGER-Lab/TheoremQA/bool": {
      "math_dropped": 5,
      "verifiable_dropped": 5
    },
    "math | qfq/openaimath/Intermediate Algebra": {
      "math_kept": 32,
      "verifiable_kept": 31,
      "verifiable_dropped": 1
    },
    "math | qfq/openaimath/Geometry": {
      "math_kept": 8,
      "verifiable_kept": 8
    },
    "crossword | 0xharib/xword1": {
      "math_dropped": 15,
      "verifiable_dropped": 15
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    "math | TIGER-Lab/TheoremQA/list of integer": {
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      "verifiable_dropped": 1
    },
    "math | TIGER-Lab/TheoremQA/integer": {
      "math_dropped": 10,
      "verifiable_dropped": 10
    },
    "math | baber/agieval/aqua_rat": {
      "math_dropped": 2,
      "verifiable_dropped": 2
    },
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      "verifiable_kept": 2,
      "verifiable_dropped": 1
    },
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      "math_dropped": 4,
      "verifiable_dropped": 4
    },
    "math | AI-MO/NuminaMath-CoT/olympiads": {
      "math_kept": 3,
      "verifiable_dropped": 2,
      "verifiable_kept": 1
    },
    "math | baber/agieval/math_agieval": {
      "math_kept": 1,
      "verifiable_dropped": 1
    },
    "math | qfq/openaimath/Number Theory": {
      "math_kept": 8,
      "verifiable_kept": 7,
      "verifiable_dropped": 1
    },
    "math | qfq/openaimath/Prealgebra": {
      "math_kept": 2,
      "verifiable_kept": 2
    },
    "math | qfq/quant": {
      "math_kept": 1,
      "verifiable_dropped": 1
    },
    "math | daman1209arora/jeebench/math": {
      "math_kept": 9,
      "verifiable_dropped": 7,
      "verifiable_kept": 2
    },
    "math | AI-MO/NuminaMath-CoT/cn_k12": {
      "math_kept": 1,
      "verifiable_kept": 1
    },
    "science | OpenDFM/SciEval/chemistry/filling/reagent selection": {
      "math_dropped": 3,
      "verifiable_dropped": 3
    },
    "math | qfq/openaimath/Counting & Probability": {
      "math_kept": 2,
      "verifiable_kept": 2
    },
    "math | qfq/stats_qual": {
      "math_kept": 3,
      "verifiable_dropped": 3
    },
    "science | GAIR/OlympicArena/Chemistry": {
      "math_dropped": 1,
      "verifiable_dropped": 1
    },
    "math | Hothan/OlympiadBench/Theorem proof/Physics": {
      "math_dropped": 3,
      "verifiable_dropped": 3
    },
    "math | TIGER-Lab/TheoremQA/list of float": {
      "math_dropped": 2,
      "verifiable_dropped": 2
    },
    "science | GAIR/OlympicArena/Physics": {
      "math_dropped": 1,
      "verifiable_dropped": 1
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  "counting": "One primary reason per removed row; all reasons in removed.jsonl",
  "near_miss_counts": {
    "eval": 444,
    "rl": 8919
  }
}