Data Quality

Eight cross-table checks for inconsistencies the ERP can't catch.

Each check runs a specific query and lists records that fail it. Mark records as reviewed, explained, or ignored to remove them from the list. Annotations live in twin_state.db — nothing is written back to the ERP.

Material qty leak

pmchdr2 issued vs product1 (acpt+rej+scrap) — gap > 5%, last 90d
Flagged
100
Hidden · annotated
0
Compute time
7626661ms
As of
2026-05-18

Flagged records

100
SeverityTypeKeyDetailAction
error issueno 839960 issueno: 839960  prdate: 2026-03-09T00:00:00  itemcode: CP-042  lotno: 29780  issued_pcs: 50000.0  accounted_pcs: 0.0  gap: 50000.0  
error issueno 875504 issueno: 875504  prdate: 2026-05-14T00:00:00  itemcode: YPYSD  lotno: 30693J-1  issued_pcs: 71076.0  accounted_pcs: 23692.0  gap: 47384.0  
error issueno 843873 issueno: 843873  prdate: 2026-03-16T00:00:00  itemcode: NUTSPL  lotno: 30011  issued_pcs: 92000.0  accounted_pcs: 46000.0  gap: 46000.0  
error issueno 847408 issueno: 847408  prdate: 2026-03-23T00:00:00  itemcode: NUTSPL  lotno: 30143  issued_pcs: 89600.0  accounted_pcs: 44800.0  gap: 44800.0  
error issueno 833747 issueno: 833747  prdate: 2026-02-17T00:00:00  itemcode: NUTSPL  lotno: 29734  issued_pcs: 89400.0  accounted_pcs: 44700.0  gap: 44700.0  
error issueno 838566 issueno: 838566  prdate: 2026-03-03T00:00:00  itemcode: NUTSPL  lotno: 29839  issued_pcs: 89400.0  accounted_pcs: 44700.0  gap: 44700.0  
error issueno 839798 issueno: 839798  prdate: 2026-03-06T00:00:00  itemcode: NUTSPL  lotno: 29839  issued_pcs: 89400.0  accounted_pcs: 44700.0  gap: 44700.0  
error issueno 840763 issueno: 840763  prdate: 2026-03-09T00:00:00  itemcode: NUTSPL  lotno: 29839  issued_pcs: 89400.0  accounted_pcs: 44700.0  gap: 44700.0  
error issueno 835009 issueno: 835009  prdate: 2026-02-23T00:00:00  itemcode: NUTSPL  lotno: 29781  issued_pcs: 89300.0  accounted_pcs: 44650.0  gap: 44650.0  
error issueno 835010 issueno: 835010  prdate: 2026-02-23T00:00:00  itemcode: NUTSPL  lotno: 29781  issued_pcs: 89200.0  accounted_pcs: 44600.0  gap: 44600.0  
error issueno 833695 issueno: 833695  prdate: 2026-02-18T00:00:00  itemcode: NUTSPL  lotno: 29734  issued_pcs: 88560.0  accounted_pcs: 44280.0  gap: 44280.0  
error issueno 852855 issueno: 852855  prdate: 2026-04-03T00:00:00  itemcode: SPIDER02  lotno: 29584-P  issued_pcs: 88376.0  accounted_pcs: 44188.0  gap: 44188.0  
error issueno 871630 issueno: 871630  prdate: 2026-05-07T00:00:00  itemcode: NUTSPL  lotno: 30570  issued_pcs: 87844.0  accounted_pcs: 43922.0  gap: 43922.0  
error issueno 842263 issueno: 842263  prdate: 2026-03-12T00:00:00  itemcode: NUTSPL  lotno: 29970  issued_pcs: 84000.0  accounted_pcs: 42000.0  gap: 42000.0  
error issueno 866810 issueno: 866810  prdate: 2026-04-28T00:00:00  itemcode: NUTSPL  lotno: 30528  issued_pcs: 82936.0  accounted_pcs: 41468.0  gap: 41468.0  
error issueno 858580 issueno: 858580  prdate: 2026-04-13T00:00:00  itemcode: NUTSPL  lotno: 30378  issued_pcs: 82600.0  accounted_pcs: 41300.0  gap: 41300.0  
error issueno 847011 issueno: 847011  prdate: 2026-03-21T00:00:00  itemcode: NUTSPL  lotno: 30143  issued_pcs: 82000.0  accounted_pcs: 41000.0  gap: 41000.0  
error issueno 869296 issueno: 869296  prdate: 2026-05-02T00:00:00  itemcode: NUTSPL  lotno: 30544  issued_pcs: 81200.0  accounted_pcs: 40600.0  gap: 40600.0  
error issueno 845491 issueno: 845491  prdate: 2026-03-19T00:00:00  itemcode: NUTSPL  lotno: 30020  issued_pcs: 80000.0  accounted_pcs: 40000.0  gap: 40000.0  
error issueno 862436 issueno: 862436  prdate: 2026-04-20T00:00:00  itemcode: NUTSPL  lotno: 30433  issued_pcs: 77600.0  accounted_pcs: 38800.0  gap: 38800.0  
error issueno 860518 issueno: 860518  prdate: 2026-04-16T00:00:00  itemcode: NUTSPL  lotno: 30378  issued_pcs: 77200.0  accounted_pcs: 38600.0  gap: 38600.0  
error issueno 870499 issueno: 870499  prdate: 2026-05-05T00:00:00  itemcode: NUTSPL  lotno: 30544  issued_pcs: 77136.0  accounted_pcs: 38568.0  gap: 38568.0  
error issueno 847985 issueno: 847985  prdate: 2026-03-24T00:00:00  itemcode: NUTSPL  lotno: 30143  issued_pcs: 77000.0  accounted_pcs: 38500.0  gap: 38500.0  
error issueno 861774 issueno: 861774  prdate: 2026-04-18T00:00:00  itemcode: NUTSPL  lotno: 30414  issued_pcs: 76000.0  accounted_pcs: 38000.0  gap: 38000.0  
error issueno 858038 issueno: 858038  prdate: 2026-04-11T00:00:00  itemcode: NUTSPL  lotno: 30363  issued_pcs: 72800.0  accounted_pcs: 36400.0  gap: 36400.0  
error issueno 843980 issueno: 843980  prdate: 2026-03-14T00:00:00  itemcode: NUTSPL  lotno: 30011  issued_pcs: 71132.0  accounted_pcs: 35566.0  gap: 35566.0  
error issueno 846135 issueno: 846135  prdate: 2026-03-20T00:00:00  itemcode: NUTSPL  lotno: 30020  issued_pcs: 68592.0  accounted_pcs: 34296.0  gap: 34296.0  
error issueno 843837 issueno: 843837  prdate: 2026-03-16T00:00:00  itemcode: CSPLATE  lotno: 29073J-2  issued_pcs: 38192.0  accounted_pcs: 4774.0  gap: 33418.0  
error issueno 855359 issueno: 855359  prdate: 2026-04-07T00:00:00  itemcode: BINC  lotno: 30299  issued_pcs: 32188.0  accounted_pcs: 0.0  gap: 32188.0  
error issueno 863617 issueno: 863617  prdate: 2026-04-22T00:00:00  itemcode: NUTSPL  lotno: 30454  issued_pcs: 64226.0  accounted_pcs: 32113.0  gap: 32113.0  
error issueno 858037 issueno: 858037  prdate: 2026-04-12T00:00:00  itemcode: NUTSPL  lotno: 30363  issued_pcs: 62000.0  accounted_pcs: 31000.0  gap: 31000.0  
error issueno 834178 issueno: 834178  prdate: 2026-02-20T00:00:00  itemcode: NUTSPL  lotno: 29781  issued_pcs: 57980.0  accounted_pcs: 28990.0  gap: 28990.0  
error issueno 861777 issueno: 861777  prdate: 2026-04-19T00:00:00  itemcode: NUTSPL  lotno: 30414  issued_pcs: 56820.0  accounted_pcs: 28410.0  gap: 28410.0  
error issueno 863034 issueno: 863034  prdate: 2026-04-21T00:00:00  itemcode: NUTSPL  lotno: 30363  issued_pcs: 56776.0  accounted_pcs: 28388.0  gap: 28388.0  
error issueno 868583 issueno: 868583  prdate: 2026-05-01T00:00:00  itemcode: NUTSPL  lotno: 30514  issued_pcs: 56000.0  accounted_pcs: 28000.0  gap: 28000.0  
error issueno 842767 issueno: 842767  prdate: 2026-03-13T00:00:00  itemcode: NUTSPL  lotno: 29970  issued_pcs: 53782.0  accounted_pcs: 26891.0  gap: 26891.0  
error issueno 868953 issueno: 868953  prdate: 2026-05-02T00:00:00  itemcode: NUTSPL  lotno: 30544  issued_pcs: 53544.0  accounted_pcs: 26772.0  gap: 26772.0  
error issueno 864753 issueno: 864753  prdate: 2026-04-24T00:00:00  itemcode: NUTSPL  lotno: 30470  issued_pcs: 52000.0  accounted_pcs: 26000.0  gap: 26000.0  
error issueno 865460 issueno: 865460  prdate: 2026-04-25T00:00:00  itemcode: NUTSPL  lotno: 30470  issued_pcs: 51026.0  accounted_pcs: 25513.0  gap: 25513.0  
error issueno 864050 issueno: 864050  prdate: 2026-04-23T00:00:00  itemcode: NUTSPL  lotno: 30470  issued_pcs: 50000.0  accounted_pcs: 25000.0  gap: 25000.0  
error issueno 866148 issueno: 866148  prdate: 2026-04-27T00:00:00  itemcode: NUTSPL  lotno: 30484  issued_pcs: 49336.0  accounted_pcs: 24668.0  gap: 24668.0  
error issueno 840146 issueno: 840146  prdate: 2026-03-07T00:00:00  itemcode: NUTSPL  lotno: 29839  issued_pcs: 45600.0  accounted_pcs: 22800.0  gap: 22800.0  
error issueno 833822 issueno: 833822  prdate: 2026-02-18T00:00:00  itemcode: FLANGE47647001  lotno: 29443J-1  issued_pcs: 25890.0  accounted_pcs: 4315.0  gap: 21575.0  
error issueno 833330 issueno: 833330  prdate: 2026-02-19T00:00:00  itemcode: FLANGE47647001  lotno: 29443J-1  issued_pcs: 25392.0  accounted_pcs: 4232.0  gap: 21160.0  
error issueno 832761 issueno: 832761  prdate: 2026-02-17T00:00:00  itemcode: FLANGE47647001  lotno: 29443J-1  issued_pcs: 24390.0  accounted_pcs: 4065.0  gap: 20325.0  
error issueno 834698 issueno: 834698  prdate: 2026-02-21T00:00:00  itemcode: CSPLATE  lotno: 28253J-1  issued_pcs: 23358.0  accounted_pcs: 3893.0  gap: 19465.0  
error issueno 832838 issueno: 832838  prdate: 2026-02-17T00:00:00  itemcode: LEVERCBS  lotno: 28307P-12  issued_pcs: 22614.0  accounted_pcs: 3194.0  gap: 19420.0  
error issueno 855435 issueno: 855435  prdate: 2026-04-07T00:00:00  itemcode: SPF  lotno: SPRO01042026  issued_pcs: 19200.0  accounted_pcs: 0.0  gap: 19200.0  
error issueno 844437 issueno: 844437  prdate: 2026-03-17T00:00:00  itemcode: LEVERCBS  lotno: 28806P-14  issued_pcs: 22225.0  accounted_pcs: 3175.0  gap: 19050.0  
error issueno 853971 issueno: 853971  prdate: 2026-04-01T00:00:00  itemcode: CP-301  lotno: WIRE01042026  issued_pcs: 19000.0  accounted_pcs: 0.0  gap: 19000.0  
error issueno 833926 issueno: 833926  prdate: 2026-02-20T00:00:00  itemcode: CSPLATE  lotno: 29374J-2  issued_pcs: 28338.0  accounted_pcs: 9446.0  gap: 18892.0  
error issueno 862455 issueno: 862455  prdate: 2026-04-16T00:00:00  itemcode: SPF  lotno: SPRO01042026  issued_pcs: 18600.0  accounted_pcs: 0.0  gap: 18600.0  
error issueno 852176 issueno: 852176  prdate: 2026-04-01T00:00:00  itemcode: NUTSPL  lotno: 30223  issued_pcs: 34196.0  accounted_pcs: 17098.0  gap: 17098.0  
error issueno 842562 issueno: 842562  prdate: 2026-03-13T00:00:00  itemcode: LEVERCBS  lotno: 28806P-15  issued_pcs: 19458.0  accounted_pcs: 3243.0  gap: 16215.0  
error issueno 853581 issueno: 853581  prdate: 2026-04-04T00:00:00  itemcode: LEVERCBS  lotno: 29754-P  issued_pcs: 19290.0  accounted_pcs: 3215.0  gap: 16075.0  
error issueno 853173 issueno: 853173  prdate: 2026-04-03T00:00:00  itemcode: LEVERCBS  lotno: 29754-P  issued_pcs: 19242.0  accounted_pcs: 3207.0  gap: 16035.0  
error issueno 876097 issueno: 876097  prdate: 2026-05-15T00:00:00  itemcode: CP-010  lotno: 29542J-2  issued_pcs: 23991.0  accounted_pcs: 7997.0  gap: 15994.0  
error issueno 842539 issueno: 842539  prdate: 2026-03-13T00:00:00  itemcode: LEVERCBS  lotno: 28806P-15  issued_pcs: 18786.0  accounted_pcs: 3131.0  gap: 15655.0  
error issueno 850069 issueno: 850069  prdate: 2026-03-27T00:00:00  itemcode: 0162  lotno: 29236J-2  issued_pcs: 23073.0  accounted_pcs: 7691.0  gap: 15382.0  
error issueno 875637 issueno: 875637  prdate: 2026-05-14T00:00:00  itemcode: YPYSD  lotno: 30693J-1  issued_pcs: 30716.0  accounted_pcs: 15358.0  gap: 15358.0  
error issueno 840678 issueno: 840678  prdate: 2026-03-10T00:00:00  itemcode: LEVERCBS  lotno: 28806P-12  issued_pcs: 18162.0  accounted_pcs: 3027.0  gap: 15135.0  
error issueno 851946 issueno: 851946  prdate: 2026-04-01T00:00:00  itemcode: LEVERCBS  lotno: 30217  issued_pcs: 17976.0  accounted_pcs: 2996.0  gap: 14980.0  
error issueno 862398 issueno: 862398  prdate: 2026-04-21T00:00:00  itemcode: LEVERCBS  lotno: 30217-P  issued_pcs: 17826.0  accounted_pcs: 2971.0  gap: 14855.0  
error issueno 841354 issueno: 841354  prdate: 2026-03-11T00:00:00  itemcode: LEVERCBS  lotno: 28806P-13  issued_pcs: 16488.0  accounted_pcs: 2748.0  gap: 13740.0  
error issueno 876854 issueno: 876854  prdate: 2026-05-16T00:00:00  itemcode: CP-010  lotno: 29542J-2  issued_pcs: 27300.0  accounted_pcs: 13650.0  gap: 13650.0  
error issueno 842015 issueno: 842015  prdate: 2026-03-12T00:00:00  itemcode: LEVERCBS  lotno: 28806P-13  issued_pcs: 16242.0  accounted_pcs: 2707.0  gap: 13535.0  
error issueno 876857 issueno: 876857  prdate: 2026-05-16T00:00:00  itemcode: CP-010  lotno: 29542J-2  issued_pcs: 26210.0  accounted_pcs: 13105.0  gap: 13105.0  
error issueno 834042 issueno: 834042  prdate: 2026-02-20T00:00:00  itemcode: FLANGE47647001  lotno: 29443J-1  issued_pcs: 16280.0  accounted_pcs: 3256.0  gap: 13024.0  
error issueno 842039 issueno: 842039  prdate: 2026-03-12T00:00:00  itemcode: LEVERCBS  lotno: 28806P-13  issued_pcs: 15414.0  accounted_pcs: 2569.0  gap: 12845.0  
error issueno 862459 issueno: 862459  prdate: 2026-04-15T00:00:00  itemcode: 1-N010501110  lotno: 29895  issued_pcs: 14400.0  accounted_pcs: 1715.0  gap: 12685.0  
error issueno 843849 issueno: 843849  prdate: 2026-03-16T00:00:00  itemcode: CSPLATE  lotno: 29073J-2  issued_pcs: 16516.0  accounted_pcs: 4129.0  gap: 12387.0  
error issueno 853532 issueno: 853532  prdate: 2026-04-04T00:00:00  itemcode: SPROCKETBAR  lotno: 30055  issued_pcs: 14664.0  accounted_pcs: 2444.0  gap: 12220.0  
error issueno 876264 issueno: 876264  prdate: 2026-05-16T00:00:00  itemcode: SPIDER02  lotno: 29799P-9  issued_pcs: 23432.0  accounted_pcs: 11716.0  gap: 11716.0  
error issueno 843742 issueno: 843742  prdate: 2026-03-16T00:00:00  itemcode: FLANGE47647001  lotno: 29700J-1  issued_pcs: 14450.0  accounted_pcs: 2890.0  gap: 11560.0  
error issueno 843762 issueno: 843762  prdate: 2026-03-16T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 13698.0  accounted_pcs: 2283.0  gap: 11415.0  
error issueno 834622 issueno: 834622  prdate: 2026-02-21T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 13500.0  accounted_pcs: 2250.0  gap: 11250.0  
error issueno 860433 issueno: 860433  prdate: 2026-04-16T00:00:00  itemcode: SPROCKETBAR  lotno: 29429J-3  issued_pcs: 13446.0  accounted_pcs: 2241.0  gap: 11205.0  
error issueno 834616 issueno: 834616  prdate: 2026-02-21T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 13068.0  accounted_pcs: 2178.0  gap: 10890.0  
error issueno 866025 issueno: 866025  prdate: 2026-04-27T00:00:00  itemcode: CP-010  lotno: 29542-J  issued_pcs: 21442.0  accounted_pcs: 10721.0  gap: 10721.0  
error issueno 834048 issueno: 834048  prdate: 2026-02-20T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 12798.0  accounted_pcs: 2133.0  gap: 10665.0  
error issueno 835053 issueno: 835053  prdate: 2026-02-23T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 12456.0  accounted_pcs: 2076.0  gap: 10380.0  
error issueno 855827 issueno: 855827  prdate: 2026-04-09T00:00:00  itemcode: LEVERCBS  lotno: 28307P-7  issued_pcs: 12840.0  accounted_pcs: 2568.0  gap: 10272.0  
error issueno 835112 issueno: 835112  prdate: 2026-02-23T00:00:00  itemcode: CSPLATE  lotno: 28253J-1  issued_pcs: 12282.0  accounted_pcs: 2047.0  gap: 10235.0  
error issueno 859291 issueno: 859291  prdate: 2026-04-14T00:00:00  itemcode: HUBL  lotno: 30247P-7  issued_pcs: 12282.0  accounted_pcs: 2047.0  gap: 10235.0  
error issueno 847167 issueno: 847167  prdate: 2026-03-23T00:00:00  itemcode: LEVERCBS  lotno: 29754P-10  issued_pcs: 20000.0  accounted_pcs: 10000.0  gap: 10000.0  
error issueno 855358 issueno: 855358  prdate: 2026-04-07T00:00:00  itemcode: BINC  lotno: 30041/0  issued_pcs: 10000.0  accounted_pcs: 0.0  gap: 10000.0  
error issueno 833824 issueno: 833824  prdate: 2026-02-18T00:00:00  itemcode: SPROCKETBAR  lotno: 28723J-1  issued_pcs: 11808.0  accounted_pcs: 1968.0  gap: 9840.0  
error issueno 832805 issueno: 832805  prdate: 2026-02-17T00:00:00  itemcode: SPROCKETBAR  lotno: 28457J-1  issued_pcs: 11790.0  accounted_pcs: 1965.0  gap: 9825.0  
error issueno 851145 issueno: 851145  prdate: 2026-02-19T00:00:00  itemcode: SPF  lotno: 29600  issued_pcs: 9600.0  accounted_pcs: 0.0  gap: 9600.0  
error issueno 851146 issueno: 851146  prdate: 2026-02-19T00:00:00  itemcode: SPF  lotno: 29655  issued_pcs: 9600.0  accounted_pcs: 0.0  gap: 9600.0  
error issueno 851149 issueno: 851149  prdate: 2026-03-13T00:00:00  itemcode: SPF  lotno: 29810  issued_pcs: 9600.0  accounted_pcs: 0.0  gap: 9600.0  
error issueno 851152 issueno: 851152  prdate: 2026-03-24T00:00:00  itemcode: SPF  lotno: 29952  issued_pcs: 9600.0  accounted_pcs: 0.0  gap: 9600.0  
error issueno 832898 issueno: 832898  prdate: 2026-02-17T00:00:00  itemcode: CSPLATE  lotno: 28539J-2  issued_pcs: 12480.0  accounted_pcs: 3120.0  gap: 9360.0  
error issueno 833350 issueno: 833350  prdate: 2026-02-19T00:00:00  itemcode: SPROCKETBAR  lotno: 28417J-1  issued_pcs: 11088.0  accounted_pcs: 1848.0  gap: 9240.0  
error issueno 851151 issueno: 851151  prdate: 2026-03-19T00:00:00  itemcode: SPF  lotno: 29811  issued_pcs: 9180.0  accounted_pcs: 0.0  gap: 9180.0  
error issueno 844969 issueno: 844969  prdate: 2026-03-18T00:00:00  itemcode: LEVERCBS  lotno: 28806P-11  issued_pcs: 11420.0  accounted_pcs: 2284.0  gap: 9136.0  
error issueno 839004 issueno: 839004  prdate: 2026-03-07T00:00:00  itemcode: LEVERCBS  lotno: 28271P-8  issued_pcs: 8928.0  accounted_pcs: 0.0  gap: 8928.0  
error issueno 876557 issueno: 876557  prdate: 2026-05-16T00:00:00  itemcode: CP-010  lotno: 29542J-2  issued_pcs: 8823.0  accounted_pcs: 0.0  gap: 8823.0  
error issueno 834055 issueno: 834055  prdate: 2026-02-20T00:00:00  itemcode: SPROCKETBAR  lotno: 28457J-1  issued_pcs: 10560.0  accounted_pcs: 1760.0  gap: 8800.0  
error issueno 834374 issueno: 834374  prdate: 2026-02-21T00:00:00  itemcode: CP-030  lotno: 28916J-1  issued_pcs: 17480.0  accounted_pcs: 8740.0  gap: 8740.0