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s3://data.kl3m.ai/documents/govinfo/ERP;CDOC/ERP-1996/ERP-1996-appendixA/mods.json
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5.038937
s3://data.kl3m.ai/documents/govinfo/ERP;CDOC/ERP-1996/ERP-1996-appendixB/pdf.json
govinfo
text/plain
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3.602985
s3://data.kl3m.ai/documents/govinfo/ERP;CDOC/ERP-1996/ERP-1996-appendixA/txt.json
govinfo
text/markdown
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8754, 26, 211, 57155, 8450, 1466, 21068, 126644, 16225, 5357, 126644, 8200, 480, 24, 8041, 4754, 126644, 9264, 911, 24, 9647, 26, 211, 25895, 233, 129069, 11657, 13738, 743, 22381, 126644, 2607, 19621, 126644, 5895, 1074, 24, 8754, 5042, 126644, 10644, 1037, 24, 9491, 26, 211, 79329, 233, 127776, 11484, 4226, 386, 16135, 126644, 2607, 19621, 126644, 6288, 1898, 24, 8754, 5042, 126644, 9264, 911, 24, 9647, 26, 211, 28239, 233, 128025, 1978, 699, 5001, 19621, 126644, 16225, 5357, 126644, 9264, 1898, 24, 9647, 5763, 126644, 9264, 911, 24, 7640, 26, 211, 15410, 233, 127561, 30400, 36910, 19621, 126644, 2607, 19621, 126644, 7891, 1224, 24, 9647, 376, 126644, 10204, 480, 24, 9705, 26, 211, 56, 544, 233, 127654, 96877, 3018, 22381, 126644, 2607, 19621, 126644, 7891, 1224, 24, 9647, 376, 126644, 5555, 1920, 24, 6830, 26, 211, 30851, 233, 127309, 398, 21147, 21068, 126644, 2607, 19621, 126644, 5895, 558, 24, 9705, 5269, 126644, 9264, 911, 24, 7640, 26, 211, 41100, 233, 128107, 11501, 28259, 19621, 126644, 2607, 19621, 126644, 11181, 911, 24, 6830, 6223, 126644, 9264, 911, 24, 7640, 26, 211, 50348, 233, 128025, 87412, 33114, 543, 126644, 16225, 5357, 126644, 10204, 1920, 24, 7640, 4754, 126644, 11181, 1505, 24, 7749, 26, 211, 15410, 233, 127051, 390, 2225, 112867, 19621, 126644, 2607, 19621, 126644, 5895, 1121, 24, 7640, 5042, 126644, 7891, 1430, 24, 6392, 26, 211, 70930, 233, 128025, 22166, 22381, 126644, 2607, 19621, 126644, 6288, 1163, 24, 7640, 5042, 126644, 6288, 1515, 24, 7749, 26, 211, 32335, 41089, 11792, 22688, 126644, 16225, 5357, 126644, 9342, 1163, 24, 7749, 5763, 126644, 6288, 646, 24, 7518, 26, 211, 15410, 62504, 23022, 126644, 2607, 19621, 126644, 6283, 646, 24, 7749, 4754, 126644, 9264, 911, 24, 6392, 26, 211, 46, 42209, 233, 129069, 8422, 57000, 16135, 126644, 16225, 5357, 126644, 9427, 1224, 24, 6392, 376, 126644, 9264, 911, 24, 6800, 26, 211, 22792, 52356, 15496, 16135, 126644, 2607, 19621, 126644, 6288, 325, 24, 6392, 5269, 126644, 5555, 325, 24, 6800, 26, 211, 20966, 233, 128025, 378, 56812, 22688, 126644, 2607, 19621, 126644, 11181, 1224, 24, 5614, 6223, 126644, 8200, 553, 24, 7006, 26, 211, 20966, 233, 127960, 25391, 9286, 16135, 126644, 16225, 5357, 126644, 10204, 343, 24, 6800, 5763, 126644, 9264, 1121, 24, 6247, 26, 211, 14913, 233, 127182, 14002, 21068, 126644, 2607, 19621, 126644, 5895, 632, 24, 6800, 5269, 126644, 11181, 343, 24, 5388, 26, 211, 23751, 233, 128025, 1978, 10214, 23832, 4813, 126644, 2607, 19621, 126644, 9342, 414, 24, 6800, 6223, 126644, 5895, 1958, 24, 5388, 26, 211, 18602, 233, 127714, 39295, 16135, 126644, 2607, 19621, 126644, 10644, 1074, 24, 5388, 4754, 126644, 9264, 911, 24, 6247, 26, 211, 25895, 507, 52245, 471, 623, 21068, 126644, 2607, 19621, 126644, 10644, 1074, 24, 5388, 4754, 126644, 9264, 911, 24, 6247, 26, 211, 57155, 233, 128721, 51943, 364, 22381, 126644, 2607, 19621, 126644, 6288, 1920, 24, 6247, 5042, 126644, 5895, 1911, 24, 5134, 26, 211, 81083, 366, 19, 92640, 52923, 543, 126644, 31513, 19003, 126644, 10204, 520, 24, 6247, 5763, 126644, 9427, 1898, 24, 4587, 26, 211, 30647, 233, 127654, 318, 1746, 65786, 19003, 126644, 2607, 19621, 126644, 6288, 1920, 24, 6247, 5042, 126644, 20881, 211, 16225, 5357, 126644, 5895, 1847, 24, 4587, 5042, 126644, 20881, 211, 32335, 233, 128270, 402, 4433, 22381, 126644, 2607, 19621, 126644, 5895, 1430, 24, 4587, 5042, 126644, 20881, 211, 45, 589, 826, 233, 127816, 378, 110753, 16135, 126644, 2607, 19621, 126644, 9264, 2184, 24, 4323, 5763, 126644, 20881, 211, 9717, 126629, 7923, 305, 280, 3082, 401, 280, 9485, 290, 280, 4041, 290, 8586, 211, 118743, 455, 5482, 4587, 126629, 908, 4041, 290, 8586, 42034, 637, 3241, 389, 280, 233, 127684, 743, 328, 211, 5710, 290, 13315, 305, 1652, 280, 3082, 405, 10452, 4345, 3723, 211, 503, 8458, 401, 280, 3144, 310, 6619, 290, 272, 9281, 5179, 290, 211, 28746, 310, 6597, 4345, 2881, 3717, 26, 126629, 908, 6097, 290, 280, 4041, 126629, 30647, 233, 127654, 318, 1746, 65786, 24, 1443, 1282, 888, 272, 4110, 290, 280, 4041, 3805, 6247, 24, 211, 5510, 4796, 6097, 401, 2419, 1847, 24, 4587, 26, 3977, 26, 318, 1746, 65786, 9422, 39528, 211, 48, 19, 92640, 52923, 1443, 637, 4796, 7425, 305, 280, 3082, 359, 8586, 211, 16955, 506, 280, 2112, 8586, 4041, 26, 3977, 26, 318, 1746, 65786, 391, 401, 6384, 579, 211, 118194, 6196, 24, 1730, 832, 391, 280, 54245, 96603, 26653, 290, 33907, 26, 211, 12340, 26, 318, 1746, 65786, 391, 4175, 359, 35744, 280, 4041, 603, 13768, 401, 211, 117003, 310, 11514, 14986, 3717, 3051, 305, 280, 3082, 1524, 2299, 211, 12098, 310, 1741, 63106, 310, 3580, 26, 3977, 26, 318, 1746, 65786, 5714, 280, 211, 20506, 506, 8618, 290, 280, 2112, 8586, 4041, 310, 280, 2112, 211, 9570, 4041, 310, 506, 5820, 7600, 4180, 7316, 4453, 8618, 26, 2624, 1311, 211, 11757, 655, 301, 272, 5179, 290, 518, 10062, 310, 22824, 8618, 405, 280, 211, 11348, 24, 7316, 7600, 4180, 4453, 24, 310, 518, 7316, 2335, 211, 45429, 26, 11320, 24, 3977, 26, 318, 1746, 65786, 391, 280, 4041, 603, 9410, 1526, 211, 484, 24523, 6563, 26, 2624, 38863, 280, 1665, 290, 280, 4041, 310, 15910, 13915, 211, 26510, 359, 280, 1665, 290, 280, 7127, 4453, 26, 126629, 908, 6662, 290, 280, 4041, 126629, 32335, 233, 128270, 402, 4433, 391, 272, 4110, 290, 280, 4041, 290, 8586, 42034, 26, 3977, 26, 211, 46, 4433, 391, 401, 6384, 579, 280, 6196, 290, 9311, 1730, 832, 391, 26653, 211, 670, 33907, 26, 211, 45, 589, 826, 233, 127816, 378, 110753, 391, 1311, 272, 4110, 290, 280, 4041, 290, 8586, 211, 118743, 455, 26, 3977, 26, 378, 110753, 1282, 4106, 5197, 301, 280, 233, 127098, 270, 2019, 377, 211, 23215, 2245, 359, 8586, 3840, 506, 280, 2203, 290, 280, 211, 17305, 310, 1282, 5197, 377, 4051, 5937, 3082, 310, 3422, 290, 211, 12177, 506, 280, 1799, 5550, 1682, 290, 16047, 26, 211, 908, 6097, 310, 6662, 1665, 377, 272, 6924, 401, 2688, 4345, 2881, 211, 17819, 26, 2975, 391, 24, 2498, 24, 291, 22824, 8273, 290, 1284, 2984, 3091, 211, 657, 6662, 26, 3977, 26, 402, 4433, 310, 3977, 26, 378, 110753, 1937, 5758, 359, 6997, 211, 117003, 14986, 3723, 24, 280, 233, 127098, 270, 2019, 603, 4345, 10401, 24, 310, 211, 26125, 310, 1264, 3717, 26, 3977, 26, 402, 4433, 391, 4175, 359, 6597, 211, 14986, 3717, 310, 2075, 11514, 14986, 3717, 24, 1333, 5497, 211, 503, 21356, 26, 3977, 26, 378, 110753, 724, 5274, 5758, 359, 2490, 2730, 24, 211, 44862, 11144, 24, 5785, 24, 310, 4892, 3717, 26, 11320, 24, 602, 2442, 211, 20506, 6662, 6060, 301, 280, 33057, 290, 280, 2112, 211, 26606, 4041, 331, 55807, 679, 3977, 26, 318, 1746, 65786, 391, 1098, 290, 3820, 2949, 290, 280, 30513, 211, 11930, 95, 2267, 26, 126629, 80752, 4256, 56580, 66794, 1086, 126629, 12340, 26, 318, 1746, 65786, 5247, 305, 2175, 272, 18858, 27726, 359, 280, 211, 11348, 24, 280, 5937, 3082, 24, 310, 280, 3082, 603, 518, 7316, 4345, 211, 503, 2881, 28548, 26, 3977, 26, 402, 4433, 310, 3977, 26, 378, 110753, 1311, 1073, 6217, 211, 27878, 26, 528, 4041, 24, 301, 11813, 405, 280, 2379, 290, 280, 5937, 211, 11348, 24, 50089, 272, 1741, 26101, 8586, 53888, 290, 280, 3082, 24, 211, 2967, 13421, 377, 280, 2131, 359, 280, 6741, 27726, 26, 528, 27726, 3414, 211, 18946, 290, 2208, 4345, 17107, 24, 1193, 4881, 21368, 290, 272, 211, 6369, 5179, 290, 4345, 3717, 310, 7435, 24, 310, 29524, 290, 4345, 211, 22311, 401, 3421, 14709, 310, 20092, 290, 280, 10437, 26, 126629, 66035, 100375, 32094, 126629, 9130, 290, 280, 5274, 5135, 290, 280, 4041, 391, 305, 13150, 280, 211, 11348, 401, 602, 3077, 64600, 3717, 310, 17107, 26, 528, 211, 20506, 50089, 359, 280, 3082, 24, 280, 5937, 3082, 24, 310, 280, 7600, 211, 12930, 7316, 4453, 272, 8031, 3170, 290, 29798, 6697, 6227, 211, 14986, 20309, 310, 26587, 2208, 64600, 4897, 26, 211, 908, 4041, 24, 280, 2203, 290, 280, 4953, 24, 310, 280, 2379, 290, 211, 11177, 310, 6925, 312, 657, 4345, 4606, 45897, 17046, 4003, 4089, 719, 4175, 359, 211, 33368, 280, 4345, 25484, 388, 78639, 280, 233, 127098, 270, 2019, 603, 211, 26125, 10751, 26, 528, 4041, 24, 563, 280, 13050, 290, 63021, 26, 402, 4433, 310, 211, 57, 110753, 24, 53898, 280, 50879, 2062, 15406, 870, 906, 26, 528, 1645, 211, 74465, 391, 2631, 301, 280, 1799, 5813, 2159, 4883, 301, 211, 10204, 310, 280, 2264, 10401, 391, 4883, 301, 280, 15443, 377, 805, 290, 211, 657, 233, 127098, 270, 2019, 603, 10352, 25, 79249, 4435, 26, 458, 14192, 1527, 25484, 24, 211, 657, 4041, 88908, 405, 272, 9281, 11036, 290, 4865, 5984, 24, 1333, 211, 9508, 4236, 8884, 1660, 60432, 26, 211, 754, 4587, 24, 280, 4041, 12156, 272, 2669, 894, 290, 768, 401, 5813, 211, 503, 1264, 3717, 26, 528, 4041, 16595, 301, 280, 7376, 290, 280, 211, 11348, 603, 29893, 5813, 6385, 26, 528, 4041, 1311, 16595, 211, 39745, 371, 301, 8618, 401, 272, 5179, 290, 5813, 3717, 24, 1333, 7707, 211, 503, 8482, 24, 13186, 13180, 15766, 24, 280, 233, 127098, 270, 2019, 603, 211, 7179, 10751, 24, 310, 280, 23556, 290, 4717, 31954, 310, 107330, 26, 211, 754, 2541, 24, 280, 4041, 16595, 301, 33962, 405, 280, 211, 10431, 6925, 2379, 331, 50749, 21, 401, 280, 4345, 8798, 388, 1073, 211, 21449, 359, 280, 601, 25, 3295, 29893, 5813, 1838, 26, 211, 908, 4041, 5039, 24, 405, 280, 2203, 290, 4584, 24, 272, 1174, 26184, 211, 1109, 14208, 836, 4238, 38, 1043, 4807, 359, 6013, 13115, 31697, 584, 4025, 280, 211, 92523, 1633, 401, 280, 5090, 3032, 290, 5514, 401, 1232, 211, 19445, 310, 401, 1232, 10437, 26, 528, 4041, 1311, 5039, 272, 1174, 26184, 211, 1109, 59791, 3223, 310, 4334, 305, 53914, 8586, 16485, 38, 528, 211, 5776, 2589, 603, 30356, 31697, 584, 13603, 280, 1799, 5288, 301, 211, 18227, 310, 3144, 331, 62, 18, 48, 21, 310, 280, 11632, 290, 362, 18, 48, 6123, 305, 211, 14986, 5936, 26, 3533, 3580, 4025, 280, 1008, 359, 16853, 1232, 211, 5776, 2589, 603, 6123, 301, 5514, 310, 5497, 26, 211, 908, 4041, 5247, 643, 4034, 305, 3790, 280, 3681, 1526, 603, 211, 24242, 290, 4345, 3717, 310, 280, 233, 127098, 270, 2019, 603, 4345, 211, 81532, 1524, 6079, 63106, 405, 280, 4345, 310, 1620, 5535, 211, 6001, 3190, 24, 12673, 14657, 405, 4865, 75348, 310, 1660, 60432, 24, 310, 211, 87411, 305, 4865, 6494, 26, 126629, 42218, 56580, 32094, 126629, 15940, 6597, 4319, 310, 1620, 17107, 555, 211, 92257, 4533, 305, 280, 233, 129006, 10437, 24, 1470, 635, 25418, 291, 211, 11394, 5288, 301, 280, 233, 127098, 270, 2019, 603, 3632, 2881, 310, 4345, 211, 81532, 26, 528, 4041, 724, 888, 291, 6217, 8023, 301, 280, 2112, 211, 26606, 4041, 27, 6339, 2130, 4041, 6597, 4345, 2881, 211, 8656, 24, 4108, 2299, 5751, 310, 21726, 1872, 310, 2881, 211, 29288, 26, 458, 4587, 24, 280, 4041, 603, 5288, 2631, 2881, 3144, 310, 211, 28815, 359, 280, 516, 25, 35, 8586, 24451, 301, 99912, 24, 280, 6822, 965, 16428, 211, 21380, 301, 21455, 22213, 24, 280, 20423, 79964, 359, 280, 2624, 430, 77335, 16218, 211, 503, 280, 233, 129006, 25, 5444, 24451, 301, 2057, 26, 528, 4041, 1311, 16595, 506, 280, 211, 18739, 310, 21726, 2358, 301, 7376, 359, 4319, 12545, 24, 211, 1970, 1621, 405, 9334, 401, 3561, 399, 310, 19819, 6894, 24, 310, 405, 8043, 401, 211, 9619, 3044, 310, 12367, 1613, 26, 211, 908, 4041, 724, 13229, 401, 280, 7377, 290, 6597, 4319, 310, 211, 8388, 17107, 401, 7716, 233, 129006, 4345, 2296, 310, 401, 233, 129006, 211, 8388, 7360, 26, 528, 4041, 724, 1530, 643, 14916, 401, 17107, 301, 211, 1396, 7013, 305, 4990, 32123, 24, 52537, 377, 2268, 377, 22555, 24, 305, 211, 1773, 93265, 579, 2881, 15051, 15273, 12287, 26, 528, 26101, 211, 26606, 53888, 290, 280, 3082, 14475, 3414, 10274, 401, 211, 22537, 4897, 310, 3717, 26, 458, 2541, 24, 280, 4041, 24, 5929, 405, 211, 657, 2203, 290, 280, 4953, 24, 1915, 272, 7374, 6240, 301, 3593, 26184, 211, 1109, 129006, 233, 128980, 81, 3840, 405, 9334, 38, 47739, 280, 6133, 16416, 211, 15940, 290, 280, 8491, 11632, 290, 6597, 4345, 211, 17819, 305, 280, 233, 129006, 10437, 24, 280, 4041, 724, 24440, 888, 5273, 211, 5941, 305, 1541, 280, 1369, 1243, 506, 6597, 8618, 310, 518, 211, 1088, 10921, 26, 3977, 26, 318, 1746, 65786, 637, 6053, 305, 3307, 280, 6227, 10414, 2117, 506, 280, 233, 129006, 25, 211, 128639, 128402, 127309, 8586, 11908, 301, 25956, 301, 2499, 310, 16595, 301, 211, 40337, 290, 280, 7630, 8586, 4334, 2761, 405, 16749, 301, 211, 8200, 26, 211, 908, 4041, 35524, 272, 11100, 5288, 301, 233, 129006, 5549, 301, 280, 211, 18381, 359, 8586, 16701, 310, 4334, 331, 70062, 679, 528, 211, 20506, 30027, 280, 233, 129006, 21201, 305, 280, 50279, 8586, 3840, 211, 8862, 8618, 24, 310, 3977, 26, 318, 1746, 65786, 391, 280, 2267, 603, 6097, 26, 458, 211, 2337, 5288, 24, 3977, 26, 318, 1746, 65786, 724, 10579, 291, 3322, 305, 314, 18461, 280, 8586, 3840, 211, 8862, 8618, 310, 280, 47690, 603, 33907, 2203, 603, 4538, 301, 211, 943, 305, 1582, 1100, 1665, 1193, 5331, 310, 2798, 305, 3342, 4586, 211, 18739, 14657, 26, 3977, 26, 402, 4433, 637, 272, 3342, 290, 280, 47690, 603, 12602, 1764, 414, 211, 274, 64600, 2881, 13354, 24, 310, 3977, 26, 378, 110753, 10579, 280, 233, 129006, 211, 88122, 359, 12602, 1764, 325, 401, 11514, 14986, 310, 14936, 3717, 26, 126629, 87917, 100375, 32094, 126629, 908, 4041, 637, 291, 6217, 8023, 401, 11514, 14986, 2881, 3717, 211, 270, 4587, 26, 3977, 26, 318, 1746, 65786, 391, 272, 3342, 290, 280, 7075, 12602, 2761, 24, 584, 211, 45842, 11511, 2881, 3717, 1662, 305, 4466, 11144, 26, 3977, 26, 211, 63, 1746, 65786, 637, 35695, 4856, 301, 7376, 290, 280, 1211, 4606, 12390, 5199, 4003, 211, 34052, 359, 4345, 9251, 290, 4466, 7377, 24, 1915, 389, 280, 211, 7842, 290, 3007, 310, 6925, 26, 528, 4041, 1311, 16595, 301, 272, 211, 3063, 290, 518, 233, 127098, 270, 2019, 4034, 305, 11144, 4343, 26, 211, 908, 4041, 637, 291, 6217, 8023, 301, 280, 233, 127098, 270, 2019, 603, 211, 1109, 44915, 456, 297, 2589, 4003, 3322, 24, 584, 724, 963, 2335, 4418, 211, 5150, 11535, 310, 1193, 2296, 41317, 24, 310, 724, 8235, 310, 211, 74205, 8772, 290, 11023, 290, 2481, 26, 528, 4041, 637, 6217, 301, 211, 25611, 305, 56530, 2335, 4418, 310, 3526, 24, 440, 377, 280, 211, 5776, 13273, 233, 127098, 270, 2019, 310, 280, 8081, 3526, 290, 280, 211, 9563, 290, 7490, 310, 14864, 4334, 26, 528, 4041, 637, 1311, 35695, 211, 29894, 301, 9454, 280, 233, 127098, 270, 2019, 603, 7784, 70103, 211, 34286, 24, 584, 714, 1582, 481, 28364, 310, 1894, 27720, 359, 13983, 312, 211, 33723, 3564, 6831, 312, 769, 1078, 883, 7228, 3901, 388, 1304, 211, 7179, 25, 50951, 7228, 2609, 305, 602, 2811, 26, 211, 908, 4041, 637, 24146, 4856, 301, 4034, 305, 3339, 211, 34430, 310, 373, 24039, 11144, 290, 18331, 2881, 26, 211, 11763, 4034, 555, 9998, 301, 280, 61071, 1211, 18331, 211, 31336, 8290, 389, 280, 3610, 301, 6708, 4323, 26, 528, 4041, 1311, 211, 90901, 291, 4533, 5288, 301, 10118, 4034, 305, 56530, 26253, 5676, 1435, 24, 291, 211, 22537, 21810, 33343, 24, 305, 10097, 1193, 9244, 301, 280, 211, 9619, 359, 21810, 5705, 1886, 3435, 29375, 29126, 211, 11622, 305, 440, 1886, 26, 211, 908, 4041, 637, 6217, 301, 4882, 3717, 6931, 5277, 4447, 211, 503, 280, 7034, 26, 528, 4041, 21657, 280, 5937, 3082, 301, 211, 41308, 272, 1410, 359, 35807, 297, 5785, 4343, 26, 2068, 805, 211, 670, 388, 3322, 24, 280, 4041, 21053, 305, 1935, 4297, 359, 23368, 280, 211, 641, 290, 2177, 25, 3464, 4170, 359, 3310, 14374, 2007, 26, 528, 4041, 637, 211, 29894, 301, 14255, 4002, 310, 8154, 3186, 305, 280, 211, 35392, 603, 3526, 359, 10995, 11543, 21554, 310, 21019, 883, 211, 58631, 7363, 26, 528, 4041, 1311, 16595, 301, 10118, 9251, 211, 670, 4170, 359, 14255, 12580, 2265, 26, 528, 4041, 637, 17763, 211, 29894, 301, 280, 7376, 290, 280, 233, 127098, 270, 2019, 603, 8246, 401, 211, 115001, 1636, 290, 280, 9146, 10905, 24, 310, 3977, 26, 402, 4433, 70611, 291, 32337, 211, 8944, 4175, 359, 9454, 4297, 305, 1840, 2290, 3688, 310, 211, 52165, 5849, 301, 280, 55980, 26, 211, 12340, 26, 318, 1746, 65786, 310, 3977, 26, 378, 110753, 25418, 6227, 22078, 301, 15358, 280, 211, 72362, 290, 13269, 11144, 2881, 24, 1333, 280, 9411, 290, 211, 9070, 6117, 26, 5477, 1311, 16595, 301, 280, 233, 127098, 270, 2019, 603, 4034, 305, 211, 44306, 280, 3032, 290, 13269, 11144, 401, 2560, 20686, 3724, 26, 458, 211, 17393, 24, 3977, 26, 378, 110753, 16595, 301, 5092, 7168, 401, 12505, 2881, 310, 211, 52900, 359, 4279, 26, 211, 12340, 26, 402, 4433, 1962, 25, 336, 9549, 272, 3084, 43972, 280, 988, 290, 1232, 10928, 603, 211, 14986, 15702, 26, 1465, 3322, 637, 5681, 305, 3790, 280, 4488, 310, 211, 24242, 290, 2335, 4345, 15702, 26, 126629, 908, 7365, 290, 280, 4041, 290, 8586, 42034, 126629, 908, 7127, 4453, 290, 280, 4041, 10036, 290, 280, 3762, 290, 211, 26760, 24, 280, 4051, 62368, 85153, 24, 35194, 7316, 75348, 24, 3820, 4453, 211, 40746, 6297, 24, 310, 1807, 3853, 43006, 26, 528, 7127, 4453, 310, 211, 8376, 3582, 290, 9633, 506, 280, 2119, 290, 4587, 1073, 38, 126629, 13409, 290, 7365, 310, 2390, 4556, 126629, 57, 59704, 233, 128107, 617, 39170, 126629, 12422, 233, 127664, 95, 126629, 128721, 5219, 386, 34905, 586, 321, 126646, 14502, 33907, 211, 42093, 233, 128270, 52427, 4754, 126646, 103778, 88704, 310, 76600, 211, 19146, 233, 128721, 53856, 1066, 321, 126646, 14502, 33907, 211, 30851, 233, 127182, 89807, 98, 1278, 287, 126646, 29872, 211, 22792, 233, 127960, 39493, 5763, 126646, 18769, 24, 20285, 24, 310, 4317, 211, 49, 69840, 9446, 344, 124678, 4754, 126646, 103778, 88704, 310, 4975, 211, 18379, 233, 127960, 37817, 327, 6223, 126646, 7174, 4975, 211, 19146, 233, 127776, 22404, 321, 126646, 103778, 88704, 310, 280, 26101, 8586, 53888, 211, 670, 280, 3082, 211, 29745, 233, 128639, 1634, 20303, 649, 4754, 126646, 14502, 33907, 211, 66974, 28235, 5763, 126646, 46809, 310, 8908, 3958, 211, 30175, 344, 34886, 4754, 126646, 14978, 24, 9448, 7662, 24, 310, 211, 106861, 211, 72025, 784, 233, 128107, 4451, 8256, 1441, 126646, 7174, 4975, 211, 20966, 233, 127051, 342, 1166, 321, 126646, 46809, 310, 8908, 3958, 126629, 12422, 62368, 85153, 126629, 90919, 233, 127816, 381, 4623, 845, 126629, 26760, 233, 127664, 95, 126629, 20966, 233, 127051, 14359, 5763, 126646, 18769, 24, 4317, 24, 310, 2832, 17090, 211, 8382, 6014, 233, 128721, 319, 5286, 684, 4754, 126646, 14502, 33907, 211, 44034, 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11.171442
s3://data.kl3m.ai/documents/govinfo/ERP;CDOC/ERP-1996/ERP-1996-chapter2/pdf.json
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1.436715
s3://data.kl3m.ai/documents/govinfo/ERP;CDOC/ERP-1996/ERP-1996-appendixA/pdf.json
govinfo
text/plain
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280, 3681, 126629, 6533, 661, 95, 6316, 290, 4345, 3717, 310, 280, 233, 127098, 270, 2019, 661, 95, 126629, 14986, 21470, 1524, 6079, 63106, 405, 280, 4345, 310, 126629, 8388, 5535, 44272, 24, 12673, 14657, 405, 4865, 75348, 126629, 503, 1660, 60432, 24, 310, 27067, 305, 4865, 6494, 26, 126629, 42218, 56580, 32094, 126629, 15940, 6597, 4319, 310, 1620, 17107, 555, 24440, 4533, 305, 280, 233, 129006, 10437, 24, 1470, 635, 25418, 291, 4533, 5288, 301, 280, 233, 127098, 270, 2019, 661, 95, 3632, 2881, 310, 4345, 126629, 81532, 26, 528, 4041, 724, 888, 291, 6217, 8023, 301, 280, 2112, 126629, 26606, 4041, 27, 6339, 2130, 4041, 6597, 4345, 126629, 18739, 2062, 24, 4108, 2299, 5751, 310, 21726, 1872, 310, 126629, 18739, 6231, 26, 458, 4587, 24, 280, 4041, 661, 95, 5288, 2631, 2881, 3144, 310, 6583, 359, 280, 516, 25, 35, 8586, 24451, 301, 99912, 24, 280, 126629, 1910, 965, 16428, 3291, 301, 21455, 22213, 24, 280, 20423, 79964, 359, 280, 126629, 9158, 430, 77335, 16218, 310, 280, 233, 129006, 23007, 5444, 24451, 301, 2057, 26, 126629, 908, 4041, 1311, 16595, 506, 280, 2881, 310, 21726, 2358, 301, 126629, 34353, 359, 4319, 12545, 24, 1333, 1621, 405, 9334, 401, 126629, 5547, 399, 310, 19819, 6894, 24, 310, 405, 8043, 401, 2177, 3044, 310, 12367, 1613, 26, 126629, 908, 4041, 724, 13229, 401, 280, 7377, 290, 6597, 4319, 126629, 503, 1620, 17107, 401, 7716, 233, 129006, 4345, 2296, 126629, 503, 401, 233, 129006, 1620, 7360, 26, 528, 4041, 724, 1530, 643, 14916, 126629, 274, 17107, 301, 518, 7013, 305, 4990, 32123, 24, 52537, 377, 126629, 5759, 377, 22555, 24, 305, 353, 93265, 579, 2881, 15051, 15273, 126629, 58532, 26, 528, 26101, 8586, 53888, 290, 280, 3082, 14475, 126629, 16822, 10274, 401, 6597, 4897, 310, 3717, 26, 458, 2541, 24, 126629, 657, 4041, 24, 5929, 405, 280, 2203, 290, 280, 4953, 24, 1915, 272, 126629, 4423, 6240, 301, 3593, 26184, 3208, 129006, 233, 128980, 81, 3840, 405, 9334, 38, 47739, 280, 6133, 9372, 126629, 15940, 290, 280, 8491, 11632, 290, 6597, 4345, 126629, 17819, 305, 280, 233, 129006, 10437, 24, 280, 4041, 724, 24440, 888, 126629, 18154, 1114, 305, 1541, 280, 1369, 1243, 506, 6597, 8618, 310, 518, 55934, 26, 3977, 26, 318, 1746, 65786, 637, 6053, 305, 3307, 280, 6227, 10414, 211, 10133, 126629, 12915, 506, 280, 233, 129006, 25, 128639, 128402, 127309, 8586, 11908, 301, 25956, 301, 126629, 8200, 310, 16595, 301, 8618, 290, 280, 7630, 8586, 4334, 2761, 405, 16749, 301, 2499, 26, 126629, 908, 4041, 35524, 272, 11100, 5288, 301, 233, 129006, 5549, 301, 280, 7662, 359, 8586, 16701, 310, 4334, 331, 70062, 679, 126629, 908, 4041, 30027, 280, 233, 129006, 21201, 305, 280, 50279, 8586, 126629, 16955, 2267, 8618, 24, 310, 3977, 26, 318, 1746, 65786, 391, 280, 2267, 661, 95, 126629, 16225, 26, 458, 388, 5288, 24, 3977, 26, 318, 1746, 65786, 724, 10579, 291, 3322, 305, 314, 18461, 280, 126629, 26606, 3840, 2267, 8618, 310, 280, 47690, 661, 95, 33907, 126629, 9563, 661, 95, 4538, 301, 1197, 305, 1582, 1100, 1665, 1193, 5331, 310, 126629, 16021, 305, 3342, 4586, 2881, 14657, 26, 3977, 26, 402, 4433, 637, 272, 126629, 15243, 290, 280, 47690, 661, 95, 12602, 1764, 414, 401, 64600, 2881, 126629, 55429, 24, 310, 3977, 26, 378, 110753, 10579, 280, 233, 129006, 21201, 359, 12602, 126629, 9774, 325, 401, 11514, 14986, 310, 14936, 3717, 26, 126629, 87917, 100375, 32094, 126629, 908, 4041, 637, 291, 6217, 8023, 401, 11514, 14986, 2881, 126629, 17819, 301, 4587, 26, 3977, 26, 318, 1746, 65786, 391, 272, 3342, 290, 280, 7075, 12602, 126629, 12629, 24, 584, 9167, 11511, 2881, 3717, 1662, 305, 4466, 11144, 26, 3977, 26, 318, 1746, 65786, 637, 35695, 4856, 301, 7376, 290, 280, 126629, 5317, 3208, 12390, 5199, 3461, 8261, 359, 4345, 9251, 290, 4466, 7377, 24, 1915, 389, 280, 2379, 290, 3007, 310, 6925, 26, 126629, 908, 4041, 1311, 16595, 301, 272, 5179, 290, 518, 233, 127098, 270, 2019, 4034, 305, 11144, 4343, 26, 126629, 908, 4041, 637, 291, 6217, 8023, 301, 280, 233, 127098, 270, 2019, 661, 95, 126629, 4922, 44915, 456, 297, 2589, 3461, 3322, 24, 584, 724, 963, 2335, 126629, 23428, 1193, 11535, 310, 1193, 2296, 41317, 24, 310, 724, 8235, 310, 17865, 8772, 290, 11023, 290, 2481, 26, 528, 4041, 637, 6217, 301, 4034, 305, 56530, 2335, 4418, 310, 126629, 16576, 24, 440, 377, 280, 1799, 13273, 233, 127098, 270, 2019, 310, 280, 126629, 23804, 3526, 290, 280, 2203, 290, 7490, 310, 14864, 4334, 26, 528, 4041, 637, 1311, 35695, 4856, 301, 9454, 280, 126629, 127098, 270, 2019, 661, 95, 7784, 70103, 6385, 24, 584, 714, 1582, 126629, 296, 28364, 310, 1894, 27720, 359, 13983, 1052, 33723, 3564, 6831, 1052, 769, 1078, 883, 7228, 3901, 388, 1304, 1264, 25, 50951, 7228, 2609, 305, 602, 2811, 26, 126629, 908, 4041, 637, 24146, 4856, 301, 4034, 305, 3339, 8031, 310, 373, 24039, 11144, 290, 18331, 2881, 26, 126629, 11763, 4034, 555, 9998, 301, 280, 61071, 1211, 18331, 126629, 31336, 8290, 389, 280, 3610, 301, 6708, 4323, 26, 528, 4041, 1311, 126629, 90901, 291, 4533, 5288, 301, 10118, 4034, 305, 56530, 126629, 46301, 5676, 1435, 24, 291, 6597, 21810, 33343, 24, 305, 10097, 1193, 126629, 19768, 301, 280, 2177, 359, 21810, 5705, 1886, 126629, 16689, 29375, 29126, 3044, 305, 440, 1886, 26, 126629, 908, 4041, 637, 6217, 301, 4882, 3717, 6931, 5277, 4447, 310, 280, 7034, 26, 528, 4041, 21657, 280, 5937, 3082, 301, 9454, 272, 1410, 359, 35807, 297, 5785, 59361, 25, 211, 8616, 126629, 8057, 26, 2068, 805, 290, 388, 3322, 24, 280, 4041, 21053, 305, 1935, 4297, 126629, 1088, 23368, 280, 1346, 290, 2177, 25, 3464, 4170, 359, 3310, 14374, 2007, 26, 528, 4041, 637, 4856, 301, 14255, 4002, 310, 126629, 32845, 3186, 305, 280, 10928, 661, 95, 3526, 359, 10995, 11543, 21554, 310, 21019, 883, 27069, 7363, 26, 528, 4041, 1311, 126629, 67144, 301, 10118, 9251, 290, 4170, 359, 14255, 12580, 2265, 26, 528, 4041, 637, 17763, 4856, 301, 280, 7376, 126629, 670, 280, 233, 127098, 270, 2019, 661, 95, 8246, 401, 52735, 290, 280, 9146, 126629, 28981, 24, 310, 3977, 26, 402, 4433, 70611, 291, 32337, 3084, 4175, 359, 9454, 4297, 305, 1840, 2290, 3688, 310, 13923, 5849, 301, 126629, 657, 55980, 26, 126629, 12340, 26, 318, 1746, 65786, 310, 3977, 26, 378, 110753, 25418, 6227, 22078, 301, 15358, 280, 126629, 72362, 290, 13269, 11144, 2881, 24, 1333, 280, 9411, 290, 126629, 9070, 6117, 26, 5477, 1311, 16595, 301, 280, 233, 127098, 270, 2019, 661, 95, 4034, 126629, 769, 20414, 280, 3032, 290, 13269, 11144, 401, 2560, 20686, 3724, 26, 126629, 754, 2541, 24, 3977, 26, 378, 110753, 16595, 301, 5092, 7168, 401, 12505, 126629, 18739, 310, 15051, 359, 4279, 26, 126629, 12340, 26, 402, 4433, 1962, 25, 336, 9549, 272, 3084, 43972, 280, 988, 290, 1232, 10928, 661, 95, 126629, 14986, 15702, 26, 1465, 3322, 637, 5681, 305, 3790, 280, 4488, 126629, 503, 6316, 290, 2335, 4345, 15702, 26, 126629, 908, 7365, 290, 280, 4041, 290, 8586, 42034, 126629, 908, 7127, 4453, 290, 280, 4041, 10036, 290, 280, 3762, 290, 7365, 24, 126629, 657, 4051, 62368, 85153, 24, 35194, 7316, 75348, 24, 3820, 4453, 75348, 24, 310, 1807, 3853, 43006, 26, 528, 7127, 4453, 310, 1100, 126629, 21219, 290, 9633, 506, 280, 2119, 290, 4587, 1073, 38, 126629, 13409, 290, 7365, 310, 2390, 4556, 126629, 57, 59704, 233, 128107, 617, 39170, 126629, 12422, 233, 127664, 95, 126629, 128721, 5219, 386, 34905, 586, 17514, 4551, 33907, 126629, 42093, 233, 128270, 52427, 17514, 56521, 88704, 310, 76600, 126629, 19146, 233, 128721, 53856, 1066, 16847, 4551, 33907, 126629, 30851, 233, 127182, 89807, 98, 1278, 20011, 9073, 126629, 22792, 233, 127960, 39493, 20710, 4584, 24, 20285, 24, 310, 4317, 126629, 49, 69840, 9446, 344, 124678, 17514, 56521, 88704, 310, 4975, 126629, 18379, 233, 127960, 37817, 327, 21583, 2832, 4975, 126629, 19146, 233, 127776, 22404, 3158, 56521, 88704, 310, 280, 26101, 8586, 126629, 48731, 297, 290, 280, 3082, 126629, 29745, 233, 128639, 1634, 20303, 649, 7441, 4551, 33907, 126629, 66974, 28235, 20710, 12432, 310, 8908, 3958, 126629, 30175, 344, 34886, 17514, 3972, 24, 9448, 7662, 24, 310, 126629, 106861, 126629, 72025, 784, 233, 128107, 4451, 8256, 3158, 2832, 4975, 126629, 20966, 233, 127051, 342, 1166, 20011, 12432, 310, 8908, 3958, 211, 6487, 126629, 12422, 62368, 85153, 126629, 90919, 233, 127816, 381, 4623, 845, 126629, 26760, 233, 127664, 95, 126629, 20966, 233, 127051, 14359, 21583, 4584, 24, 4317, 24, 310, 2832, 17090, 126629, 8382, 6014, 233, 128721, 319, 5286, 684, 7441, 4551, 33907, 126629, 44034, 2404, 233, 127182, 54963, 21787, 16847, 2832, 4975, 310, 280, 26101, 8586, 126629, 48731, 297, 290, 280, 3082, 126629, 14702, 44061, 233, 127051, 47623, 3158, 56521, 88704, 126629, 92640, 65520, 21583, 4551, 33907, 310, 280, 26101, 126629, 26606, 53888, 290, 280, 3082, 126629, 23450, 233, 127960, 11439, 21149, 17514, 9448, 7662, 24, 7580, 1212, 126629, 21915, 24, 310, 3972, 126629, 12177, 7425, 126629, 52319, 233, 127309, 28534, 7441, 56521, 88704, 310, 280, 26101, 8586, 126629, 48731, 297, 290, 280, 3082, 126629, 41564, 2379, 126629, 22043, 26, 381, 4623, 845, 16897, 280, 24592, 2379, 26, 528, 24592, 2379, 126629, 67555, 310, 14089, 280, 4041, 661, 95, 14749, 1139, 24, 58416, 280, 7442, 290, 280, 8586, 42408, 310, 280, 14749, 126629, 56427, 305, 280, 8586, 2033, 24, 310, 81966, 15702, 301, 24781, 310, 4041, 29798, 24, 3752, 24, 310, 51433, 26, 126629, 53051, 233, 128492, 81470, 17702, 62368, 85153, 310, 2456, 7219, 126629, 64623, 233, 127051, 67686, 21583, 24592, 7425, 126629, 45241, 233, 127051, 94595, 28613, 16847, 3223, 7425, 126629, 81291, 233, 128025, 38521, 19914, 24592, 320, 1503, 126629, 908, 233, 127098, 82015, 1507, 2379, 126629, 50701, 233, 127051, 31868, 28150, 13771, 233, 127098, 82015, 1507, 2896, 126629, 90919, 43286, 536, 17514, 233, 127098, 82015, 1507, 7425, 126629, 7842, 290, 280, 6097, 126629, 45, 19410, 233, 127816, 10112, 16847, 1688, 7425, 305, 280, 6097, 126629, 108598, 233, 127714, 6668, 102969, 17514, 1688, 7425, 305, 280, 6097, 310, 126629, 23215, 305, 280, 3762, 290, 7365, 126629, 71799, 233, 127561, 9825, 21583, 1688, 7425, 305, 3977, 26, 402, 4433, 126629, 43334, 895, 233, 128492, 36837, 37376, 10413, 1688, 7425, 305, 3977, 26, 378, 110753, 126629, 26760, 36540, 126629, 18706, 233, 127654, 10303, 126629, 35142, 286, 1126, 233, 129040, 42714, 270, 126629, 18706, 233, 127051, 9136, 126629, 22043, 26, 9136, 1311, 5197, 377, 5580, 16742, 359, 280, 26101, 126629, 26606, 53888, 290, 280, 3082, 26, 211, 11412, 126629, 20966, 233, 128990, 1021, 44627, 4000, 301, 280, 7376, 290, 280, 4587, 8586, 2033, 26, 8361, 233, 127654, 34933, 1289, 24, 49264, 126629, 20589, 24, 310, 7909, 233, 128107, 73659, 24, 37499, 6196, 24, 5197, 377, 126629, 61064, 1451, 280, 906, 26, 14559, 43006, 1451, 280, 906, 126629, 8329, 22202, 233, 129069, 94317, 32297, 24, 67142, 233, 128107, 11968, 5750, 639, 24, 21688, 233, 128025, 126629, 65692, 15714, 24, 28951, 276, 233, 127051, 55793, 24, 78788, 233, 128107, 20051, 24, 6121, 233, 128492, 27160, 270, 24, 126629, 18602, 233, 127182, 108225, 11792, 24, 6121, 233, 127182, 9159, 1616, 279, 24, 36745, 233, 127309, 28153, 24, 24975, 233, 127960, 126629, 110367, 24, 8846, 233, 127776, 19596, 24, 8846, 233, 127561, 119696, 24, 2728, 1289, 102644, 2897, 24, 126629, 47137, 285, 233, 128639, 233, 128905, 24, 27296, 233, 128492, 27233, 24, 310, 77492, 92048, 43853, 26, 528, 1340, 10314, 43006, 16122, 280, 4041, 301, 2885, 305, 6670, 405, 126629, 657, 7376, 290, 280, 8586, 2033, 38, 12486, 233, 129069, 2992, 60290, 24, 33692, 126629, 6837, 28259, 24, 32043, 59632, 1042, 24, 7243, 20644, 84, 24, 8361, 233, 128492, 11486, 24, 310, 8846, 39559, 26, 126629, 2559, 7178, 7676, 126629, 22792, 233, 128492, 418, 661, 32780, 24, 1443, 5197, 377, 3762, 290, 7365, 24, 32080, 301, 126629, 9427, 4587, 305, 2351, 272, 3156, 377, 3762, 290, 7365, 506, 280, 2112, 126629, 26606, 4041, 26, 126629, 908, 4041, 661, 95, 7316, 75348, 24, 301, 2688, 3114, 24, 555, 401, 6384, 290, 126629, 37156, 579, 30168, 8246, 506, 17187, 6777, 329, 579, 126629, 1396, 2335, 4418, 329, 3853, 6777, 26, 18924, 29117, 126629, 1138, 280, 4041, 391, 11893, 2432, 305, 325, 329, 343, 1647, 26, 13639, 290, 280, 7316, 75348, 1443, 32080, 1451, 280, 906, 7412, 305, 1100, 3030, 62399, 26, 5477, 555, 8846, 233, 128639, 9203, 5286, 510, 331, 8187, 1289, 12541, 575, 126629, 19146, 233, 127561, 458, 5540, 331, 20589, 290, 11417, 575, 68157, 233, 128107, 39493, 331, 6339, 126629, 59, 42622, 310, 27743, 233, 127098, 270, 2019, 24, 2203, 290, 8048, 575, 7909, 233, 127903, 55546, 331, 20589, 290, 4207, 24, 43563, 575, 44365, 126629, 127654, 69405, 331, 9695, 290, 20627, 290, 280, 1799, 5550, 3441, 575, 29628, 126629, 128721, 531, 54794, 331, 20589, 290, 4207, 575, 310, 7909, 233, 129069, 51437, 331, 9695, 126629, 670, 20627, 290, 280, 1799, 5550, 3441, 679, 31689, 233, 127182, 19130, 126629, 33186, 401, 305, 272, 1211, 3156, 506, 280, 1799, 233, 128980, 81, 1646, 26, 126629, 26760, 75348, 555, 3458, 26524, 7322, 1443, 19685, 325, 126629, 3295, 405, 280, 4041, 310, 1559, 3074, 305, 3612, 1100, 32674, 5641, 532, 26, 15127, 1443, 7412, 305, 1100, 26524, 6346, 301, 4587, 555, 38, 126629, 85679, 233, 127051, 3353, 6417, 331, 103451, 6196, 575, 2468, 77, 233, 128270, 7785, 11753, 126629, 20, 103451, 6196, 575, 49769, 41733, 331, 20589, 290, 10344, 575, 126629, 44500, 233, 128025, 113416, 331, 20589, 290, 10344, 575, 233, 127714, 491, 111862, 23879, 126629, 20, 20589, 290, 4207, 24, 43563, 310, 528, 103002, 15216, 21, 126629, 503, 21736, 233, 127561, 72058, 331, 23434, 6604, 290, 5432, 679, 12808, 126629, 48, 1192, 5197, 359, 343, 1647, 377, 272, 3223, 7425, 506, 280, 4041, 26, 2624, 126629, 288, 1820, 506, 280, 6196, 290, 6951, 26, 126629, 7174, 2456, 126629, 908, 4041, 661, 95, 4844, 2033, 391, 280, 1822, 4629, 1524, 126629, 2967, 280, 4041, 40025, 280, 1526, 290, 643, 1665, 310, 643, 13768, 26, 1824, 126629, 288, 291, 4533, 4394, 359, 23141, 280, 233, 127098, 270, 2019, 661, 95, 41824, 25, 211, 10104, 126629, 607, 310, 6597, 4345, 4170, 26, 4844, 3180, 290, 280, 126629, 7923, 301, 5052, 1647, 724, 29742, 1932, 3304, 24, 624, 5263, 26, 528, 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KL3M Data Project

Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.

Description

This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.

Dataset Details

  • Format: Parquet files containing document text and metadata
  • License: CC BY 4.0
  • Tokenizer: The tokens field uses the kl3m-004-128k-cased tokenizer, a case-sensitive 128K vocabulary tokenizer optimized for legal, financial, and enterprise documents

Abstract

Practically all large language models have been pre-trained on data that is subject to global uncertainty related to copyright infringement and breach of contract. This creates potential risk for users and developers due to this uncertain legal status. The KL3M Data Project directly confronts this critical issue by introducing the largest comprehensive training data pipeline that minimizes risks related to copyright or breach of contract.

The foundation of this project is a corpus of over 132 million documents and trillions of tokens spanning 16 different sources that have been verified to meet the strict copyright and licensing protocol detailed in the project. We are releasing the entire pipeline, including:

  1. The source code to acquire and process these documents
  2. The original document formats with associated provenance and metadata
  3. Extracted content in a standardized format
  4. Pre-tokenized representations of the documents
  5. Various mid- and post-train resources such as question-answer, summarization, conversion, drafting, classification, prediction, and conversational data

All of these resources are freely available to the public on S3, Hugging Face, and GitHub under CC-BY terms. We are committed to continuing this project in furtherance of a more ethical, legal, and sustainable approach to the development and use of AI models.

Legal Basis

This dataset is fully compliant with copyright law and contractual terms. The content is included based on the following legal foundation:

  • Public domain materials
  • US government works
  • Open access content under permissive licenses
  • Content explicitly licensed for AI training

Papers

For more information about the KL3M Data Project, please refer to:

Citation

If you use this dataset in your research, please cite:

@misc{bommarito2025kl3mdata,
  title={The KL3M Data Project: Copyright-Clean Training Resources for Large Language Models},
  author={Bommarito II, Michael J. and Bommarito, Jillian and Katz, Daniel Martin},
  year={2025},
  eprint={2504.07854},
  archivePrefix={arXiv},
  primaryClass={cs.CL}
}

@misc{bommarito2025kl3m,
  title={KL3M Tokenizers: A Family of Domain-Specific and Character-Level Tokenizers for Legal, Financial, and Preprocessing Applications},
  author={Bommarito II, Michael J. and Katz, Daniel Martin and Bommarito, Jillian},
  year={2025},
  eprint={2503.17247},
  archivePrefix={arXiv},
  primaryClass={cs.CL}
}

About ALEA

The ALEA Institute is a non-profit research organization focused on advancing AI for business, law, and governance. Learn more at https://aleainstitute.ai/.

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