Correct sourced device plausibility outliers - #257
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This was referenced Sep 25, 2026
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Plausibility audit
Read-only scan of 99,375 smartphone, tablet, watch, PDA, and laptop records. Initial rule counts: RAM above twice the same-year maximum for other models 12; RAM >=16 GB through 2013 113; release year/folder mismatch 2; battery outside 300–30,000 mAh 2; weight outside 30–1,500 g 0; dimension bounds 0; pre-1990 release 0; device more than three years before a dated SoC 0. Rules overlap. SoC January 1 placeholder dates were excluded.
Corrections were made only where a cited device article or manufacturer specification identified the same device. Historical smartphone RAM and tablet-class weight limits in
app.validatewere adjusted to admit confirmed values.data/smartphone/apple/2007/iphone.jsonram_gbdata/smartphone/apple/2007/iphone/apple-iphone-aitoolbuzz-789-16gb-16gb-2g.jsonram_gb (and variant memory)data/smartphone/apple/2007/iphone/apple-iphone-allphones-2566-16gb-16gb-2g.jsonram_gb (and variant memory)data/smartphone/apple/2007/iphone/apple-iphone-beridzeg45-6380-16gb.jsonram_gbdata/smartphone/htc/2012/titan-ii.jsonram_gbdata/smartphone/htc/2012/titan-ii/htc-titan-ii-aitoolbuzz-3366-16gb-16gb-4g-lte.jsonram_gb (and variant memory)data/smartphone/htc/2012/titan-ii/htc-titan-ii-allphones-3076-16gb-16gb-4g-lte.jsonram_gb (and variant memory)data/smartphone/htc/2012/titan-ii/htc-titan-ii-beridzeg45-6837-16gb.jsonram_gbdata/smartphone/lg/2011/optimus-pad-v900.jsonram_gbdata/smartphone/lg/2011/optimus-pad-v900.jsonweight_gdata/smartphone/motorola/2020/motorola-razr.jsondata/smartphone/samsung/2010/i8700-omnia-7.jsonram_gbdata/smartphone/samsung/2011/google-nexus-s-i9023.jsonram_gbdata/smartphone/samsung/2011/i997-infuse-4g.jsonram_gbdata/smartphone/samsung/2011/p7100-galaxy-tab-10-1v.jsonram_gbdata/smartphone/samsung/2019/galaxy-a51.jsonrelease_datedata/smartphone/samsung/2019/galaxy-a51.jsondata/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-aitoolbuzz-10061-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-allphones-6723-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2010/i8700-omnia-7/samsung-i8700-omnia-7-beridzeg45-4276-16gb.jsonram_gbdata/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-aitoolbuzz-10005-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-allphones-6716-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2011/google-nexus-s-i9023/samsung-google-nexus-s-i9023-beridzeg45-3535-16gb.jsonram_gbdata/smartphone/samsung/2011/i997-infuse-4g/samsung-i997-infuse-4g-aitoolbuzz-10090-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2011/i997-infuse-4g/samsung-i997-infuse-4g-allphones-7349-16gb-16gb-3g.jsonram_gb (and variant memory)data/smartphone/samsung/2011/i997-infuse-4g/samsung-i997-infuse-4g-beridzeg45-671-16gb.jsonram_gbdata/smartphone/sony-ericsson/2006/w950.jsonram_gbdata/smartphone/sony-ericsson/2006/w950/sony-ericsson-w950-aitoolbuzz-10995-4gb-4gb-3g.jsonram_gb (and variant memory)data/tablet/lenovo/2015/yoga-tab-3-pro/lenovo-yoga-tab-3-pro-4gb-64gb-4g-lte.jsonbattery_mahdata/tablet/lenovo/2015/yoga-tab-3-pro/lenovo-yoga-tab-3-pro-scrapegsma-4795.jsonbattery_mahdata/tablet/samsung/2011/p7100-galaxy-tab-10-1v/p7100-galaxy-tab-10-1v.jsonram_gb (and variant memory)data/tablet/samsung/2011/p7100-galaxy-tab-10-1v/samsung-p7100-galaxy-tab-10-1v-aitoolbuzz-10195-32gb-32gb-3g.jsonram_gb (and variant memory)data/tablet/samsung/2011/p7100-galaxy-tab-10-1v/samsung-p7100-galaxy-tab-10-1v-allphones-7364-32gb-32gb-3g.jsonram_gb (and variant memory)33 field/path corrections across 31 records.
PYTHONIOENCODING=utf-8 python -m app.validatepassed.Flagged, unresolved
92 records remain flagged. Their values were left unchanged because the allowed sources reviewed did not unambiguously establish the same variant and field. The early-RAM threshold also includes plausible values that require individual confirmation.
Unresolved records and rule(s)
data/smartphone/dell/2011/streak-7-wi-fi.json— ram_early; RAM 16 GBdata/smartphone/dell/2011/streak-7.json— ram_early; RAM 16 GBdata/smartphone/dell/2012/xps-10.json— ram_early; RAM 64 GBdata/smartphone/dell/2011/streak-7/dell-streak-7-aitoolbuzz-2269-16gb.json— ram_early; RAM 16 GBdata/smartphone/dell/2011/streak-7-wi-fi/dell-streak-7-wi-fi-aitoolbuzz-2270-16gb.json— ram_early; RAM 16 GBdata/smartphone/dell/2012/xps-10/dell-xps-10-aitoolbuzz-2281-64gb.json— ram_early; RAM 64 GBdata/smartphone/gionee/2013/elife-e7-mini.json— ram_early; RAM 16 GBdata/smartphone/gionee/2013/elife-e7-mini/gionee-elife-e7-mini-aitoolbuzz-2643-16gb.json— ram_early; RAM 16 GBdata/smartphone/gionee/2013/elife-e7-mini/gionee-elife-e7-mini-beridzeg45-282-16gb.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/jil-sander-mobile.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/optimus-big-lu6800.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/revolution.json— ram_early; RAM 16 GBdata/smartphone/lg/2012/optimus-pad-lte.json— ram_early; RAM 32 GBdata/smartphone/lg/2011/jil-sander-mobile/lg-jil-sander-mobile-aitoolbuzz-5040-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/jil-sander-mobile/lg-jil-sander-mobile-allphones-4348-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/jil-sander-mobile/lg-jil-sander-mobile-beridzeg45-7081-16gb.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-aitoolbuzz-5239-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-allphones-4332-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-beridzeg45-6717-16gb.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/revolution/lg-revolution-aitoolbuzz-5326-16gb-16gb-4g-lte.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/revolution/lg-revolution-allphones-4313-16gb-16gb-4g-lte.json— ram_early; RAM 16 GBdata/smartphone/lg/2011/revolution/lg-revolution-beridzeg45-2001-16gb.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/mt917.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/xt928.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/mt917/motorola-mt917-aitoolbuzz-6398-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/mt917/motorola-mt917-allphones-4648-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/mt917/motorola-mt917-beridzeg45-4849-16gb.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/xt928/motorola-xt928-aitoolbuzz-6619-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/xt928/motorola-xt928-allphones-4647-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/motorola/2011/xt928/motorola-xt928-beridzeg45-6929-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2009/vodafone-360-h1.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i909-galaxy-s.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m110s-galaxy-s.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m190s-galaxy-s-hoppin.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/galaxy-s-wifi-5-0.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/w999.json— ram_early; RAM 16 GBdata/smartphone/samsung/2012/galaxy-player-70-plus.json— ram_early; RAM 32 GBdata/smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-aitoolbuzz-10363-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-allphones-7258-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-beridzeg45-2087-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani/samsung-i9010-galaxy-s-giorgio-armani-allphones-7341-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani/samsung-i9010-galaxy-s-giorgio-armani-beridzeg45-3761-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i909-galaxy-s/samsung-i909-galaxy-s-aitoolbuzz-10071-16gb-16gb-2g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i909-galaxy-s/samsung-i909-galaxy-s-allphones-7326-16gb-16gb-2g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/i909-galaxy-s/samsung-i909-galaxy-s-beridzeg45-2241-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m110s-galaxy-s/samsung-m110s-galaxy-s-aitoolbuzz-10117-16gb-14gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m110s-galaxy-s/samsung-m110s-galaxy-s-allphones-7295-16gb-14gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m110s-galaxy-s/samsung-m110s-galaxy-s-beridzeg45-1605-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m190s-galaxy-s-hoppin/samsung-m190s-galaxy-s-hoppin-aitoolbuzz-10123-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m190s-galaxy-s-hoppin/samsung-m190s-galaxy-s-hoppin-allphones-7345-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2010/m190s-galaxy-s-hoppin/samsung-m190s-galaxy-s-hoppin-beridzeg45-426-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/galaxy-s-wifi-5-0/samsung-galaxy-s-wifi-5-0-aitoolbuzz-9750-16gb-16gb-2g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/galaxy-s-wifi-5-0/samsung-galaxy-s-wifi-5-0-allphones-7365-16gb-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/galaxy-s-wifi-5-0/samsung-galaxy-s-wifi-5-0-beridzeg45-589-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/i9010-galaxy-s-giorgio-armani/samsung-i9010-galaxy-s-giorgio-armani-aitoolbuzz-10068-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/w999/samsung-w999-allphones-6688-16gb-16gb-2g.json— ram_early; RAM 16 GBdata/smartphone/samsung/2011/w999/samsung-w999-beridzeg45-1703-16gb.json— ram_early; RAM 16 GBdata/smartphone/samsung/2012/galaxy-player-70-plus/samsung-galaxy-player-70-plus-aitoolbuzz-9708-32gb-32gb-2g.json— ram_early; RAM 32 GBdata/smartphone/samsung/2012/galaxy-player-70-plus/samsung-galaxy-player-70-plus-beridzeg45-5020-32gb.json— ram_early; RAM 32 GBdata/smartphone/samsung/2012/w999/samsung-w999-aitoolbuzz-10372-16gb-16gb-3g.json— ram_early; RAM 16 GBdata/smartphone/t-mobile/2011/g-slate.json— ram_early; RAM 32 GBdata/smartphone/t-mobile/2011/springboard.json— ram_early; RAM 16 GBdata/smartphone/t-mobile/2011/g-slate/t-mobile-g-slate-aitoolbuzz-11459-32gb.json— ram_early; RAM 32 GBdata/smartphone/t-mobile/2011/springboard/t-mobile-springboard-aitoolbuzz-11505-16gb.json— ram_early; RAM 16 GBdata/smartphone/toshiba/2011/windows-phone-is12t.json— ram_early; RAM 32 GBdata/smartphone/toshiba/2011/windows-phone-is12t/toshiba-windows-phone-is12t-aitoolbuzz-11548-32gb.json— ram_early; RAM 32 GBdata/smartphone/toshiba/2011/windows-phone-is12t/toshiba-windows-phone-is12t-beridzeg45-1277-32gb.json— ram_early; RAM 32 GBdata/smartphone/vertu/2010/ascent-2010.json— ram_early; RAM 32 GBdata/smartphone/vertu/2011/ascent-ferrari-gt.json— ram_early; RAM 32 GBdata/smartphone/vertu/2013/constellation-2013.json— ram_early; RAM 32 GBdata/smartphone/vertu/2010/ascent-2010/vertu-ascent-2010-aitoolbuzz-11776-32gb.json— ram_early; RAM 32 GBdata/smartphone/vertu/2011/ascent-ferrari-gt/vertu-ascent-ferrari-gt-aitoolbuzz-11777-32gb.json— ram_early; RAM 32 GBdata/smartphone/vertu/2013/constellation-2013/vertu-constellation-2013-aitoolbuzz-11780-32gb.json— ram_early; RAM 32 GBdata/smartphone/vodafone/2009/360-h1.json— ram_early; RAM 16 GBdata/smartphone/vodafone/2013/smart-tab-iii-10-1.json— ram_early; RAM 16 GBdata/smartphone/vodafone/2013/smart-tab-iii-7.json— ram_early; RAM 16 GBdata/smartphone/vodafone/2009/360-h1/vodafone-360-h1-aitoolbuzz-12504-16gb.json— ram_early; RAM 16 GBdata/tablet/apple/2015/ipad-pro-12-9/apple-ipad-pro-12-9-allphones-2539-16gb-128gb-5g.json— ram_year; RAM 16 GBdata/tablet/apple/2015/ipad-pro-12-9/apple-ipad-pro-12-9-allphones-2611-16gb-128gb-5g.json— ram_year; RAM 16 GBdata/tablet/dell/2011/streak-7/dell-streak-7-beridzeg45-5594-16gb.json— ram_early; RAM 16 GBdata/tablet/dell/2011/streak-7-wi-fi/dell-streak-7-wi-fi-beridzeg45-4443-16gb.json— ram_early; RAM 16 GBdata/tablet/lg/2012/optimus-pad-lte/lg-optimus-pad-lte-aitoolbuzz-5289-32gb-32gb-4g-lte.json— ram_year, ram_early; RAM 32 GBdata/tablet/lg/2012/optimus-pad-lte/lg-optimus-pad-lte-allphones-4362-32gb-32gb-4g-lte.json— ram_year, ram_early; RAM 32 GBdata/tablet/t-mobile/2011/g-slate/g-slate.json— ram_early; RAM 32 GBdata/tablet/t-mobile/2011/springboard/t-mobile-springboard-beridzeg45-5996-16gb.json— ram_early; RAM 16 GBdata/tablet/vodafone/2013/smart-tab-iii-10-1/smart-tab-iii-10-1.json— ram_early; RAM 16 GBdata/tablet/vodafone/2013/smart-tab-iii-10-1/vodafone-smart-tab-iii-10-1-aitoolbuzz-12558-16gb.json— ram_early; RAM 16 GBdata/tablet/vodafone/2013/smart-tab-iii-7/smart-tab-iii-7.json— ram_early; RAM 16 GBdata/tablet/vodafone/2013/smart-tab-iii-7/vodafone-smart-tab-iii-7-aitoolbuzz-12559-16gb.json— ram_early; RAM 16 GBdata/watch/honor/2025/watch-5-ultra/honor-watch-5-ultra-aitoolbuzz-3042-8gb-8gb-4g-lte.json— ram_year; RAM 8 GBdata/watch/huawei/2021/watch-gt-runner/huawei-watch-gt-runner-aitoolbuzz-3852-4gb-4gb-4g-lte.json— ram_year; RAM 4 GBRefs #1