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release: wearable SoCs and watches, accuracy fixes, laptop/monitor scoring (2026-09-27) - #304

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Seungpyo1007 merged 17 commits into
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Sep 26, 2026
Merged

Seungpyo1007 merged 17 commits into
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Release ① of 2026-09-27. Closes #1 (link only).

Data

  • New: 10 Snapdragon wearable SoCs, Galaxy Watch9 40/44 mm, Galaxy Watch Ultra 2, Pixel Watch 4 41/45 mm
  • Watches: Galaxy Watch4–7 and Ultra linked to Exynos W920/W930/W1000; placeholder soc: "0" removed
  • Accuracy: 307 records corrected from their own text (tablet/watch/phone storage lists, iPad Pro battery, laptop storage, monitor size/resolution/aspect ratio)

Engine and CI

Static API refreshed up to the wearables batch; the latest accuracy fixes ship with the next dump.

TechEngineBot and others added 17 commits September 26, 2026 14:16
…ches

Dell Streak 7, LG Optimus Big and Revolution, Samsung Vodafone 360 H1,
Galaxy S Giorgio Armani and Hoppin, Galaxy S WiFi 5.0, W999, Galaxy
Player 70 Plus, Vertu Constellation, Huawei Watch GT 3 Pro and Xiaomi
Watch S4 Sport listed their storage (16/32 GB) as RAM. Each value now
comes from a source quoting the RAM, added to source_urls.

Refs #1
TechEngine #95 diffs against the PR's real base instead of a hard-coded
origin/develop (release PRs reported no changes) or origin/main (develop
PRs over-counted). Pass base_ref/base_sha from the validation relay,
verify-report and /verify. scores.jsonl is a 43 MB generated cache that
TechEngine no longer reads from git; untrack and ignore it.

Refs #1
#1 had 329 comments and 215 linked PRs because every data PR closed #1
and got a tracker comment. Route by kind instead: releases and dumps ->
#1, new records -> #295, fixes -> #296, ci/app -> #297, site -> #19, and
keep a tracker the author already linked. The automatic tracker comment
now only fires for release PRs. The data summary counts all 12
categories.

Refs #297
…tra 2

Ten Qualcomm wearable SoCs from Wikipedia's Snapdragon list (Wear 1100,
1200, 2500, 4100, 4100+, W5/W5+ Gen 1 and Gen 2, Wear Elite) and the 2026
Galaxy Watch9 40/44 mm and Watch Ultra 2 from the Galaxy Watch series
spec table.

Refs #295
…soc "0" on watches

The Galaxy Watch series spec table names each model's chip: W920 (Watch4,
Watch4 Classic, Watch5, Watch5 Pro), W930 (Watch6, Watch6 Classic), W1000
(Watch7, Ultra). Add Exynos W920/W930 from Wikipedia's Exynos table. The
other 18 watch records had the placeholder soc "0" with nothing naming a
chip, so drop it, as #271 did for tablets.

Refs #296
…itor size/resolution from each record's own text

- tablet/watch storage_options_gb re-parsed from memory_internal where the
  import mixed the RAM size into the storage list (259 records)
- iPad Pro 12.9 (2015, 2017) battery_mah restored from the raw battery text
- 3 laptops: storage_gb taken from the configuration in the model name
- monitors: size_inch and resolution taken from the listing name (5), and
  aspect_ratio nulled where it contradicts the pixel resolution (24)

Refs #296
The import merged each edition's RAM into storage_options_gb (e.g. [2, 3, 16, 32]
for "16 GB, 2 GB RAM or 32 GB, 3 GB RAM"). Re-parsed per edition from the
record's memory_internal text.

Refs #296
…Pixel Watch 4

Adds pages for 10 Snapdragon wearable SoCs, Galaxy Watch9 40/44 mm, Galaxy
Watch Ultra 2 and Pixel Watch 4 41/45 mm, and refreshes the phone, GPU and
watch pages changed since the last dump.

Refs #1
@github-actions github-actions Bot added ci CI and workflow changes data Dataset changes documentation Improvements or additions to documentation enhancement New feature or request labels Sep 26, 2026
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🔎 Data verification — Tier 0 (offline existence/trust)

Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.

12/12 categories ? 191,814 records ? diff base main@73ba239

Changed records in this PR

387 record(s) assessed.

Software and website assess required fields and sources only; domain consistency rules are unavailable and these categories cannot earn green.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 44
    "Yellow" : 343
    "Red" : 0
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
soc 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 12 2 10 0 16.7%
smartphone 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 35 19 16 0 54.3%
tablet 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 271 8 263 0 3.0%
watch 🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨 39 15 24 0 38.5%
laptop 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 3 0 3 0 0.0%
monitor 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 27 0 27 0 0.0%
All 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 387 44 343 0 11.4%

Full-dataset baseline

191814 record(s) assessed.

Software and website assess required fields and sources only; domain consistency rules are unavailable and these categories cannot earn green.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 24725
    "Yellow" : 166034
    "Red" : 1055
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
brand 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 207 122 85 0 58.9%
soc 🟩🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥 2117 284 837 996 13.4%
smartphone 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 93407 18003 75350 54 19.3%
tablet 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 3459 292 3166 1 8.4%
watch 🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥 447 94 350 3 21.0%
pda 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 140 83 57 0 59.3%
gpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨 2076 1529 547 0 73.7%
cpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥 4507 4211 295 1 93.4%
laptop 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 1995 107 1888 0 5.4%
monitor 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 882 0 882 0 0.0%
software 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 42493 0 42493 0 0.0%
website 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 40084 0 40084 0 0.0%
All 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 191814 24725 166034 1055 12.9%

Hard violations (forced red):

Count Check
1 !boost_ge_base

green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.

@Seungpyo1007
Seungpyo1007 merged commit f38d36b into main Sep 26, 2026
8 checks passed
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TechEngine change review: FAIL

12/12 categories ? 191,814 records ? diff base main@73ba239

Check Result
python -m app.validate PASS
Changed dump JSON and manifest/index counts FAIL
New hard integrity anomalies vs PR base PASS

Changed data

Category Added Modified Deleted Added verified Added unverified Added Kaggle-sourced
brand 0 0 0 0 0 0
soc 12 0 0 0 12 0
smartphone 0 35 0 0 0 0
tablet 0 271 0 0 0 0
watch 5 34 0 0 5 0
pda 0 0 0 0 0 0
gpu 0 0 0 0 0 0
cpu 0 0 0 0 0 0
laptop 0 3 0 0 0 0
monitor 0 27 0 0 0 0
software 0 0 0 0 0 0
website 0 0 0 0 0 0

Changed record examples

soc added

  • soc/qualcomm/2016/snapdragon-wear-1100.json - Qualcomm Snapdragon Wear 1100
  • soc/qualcomm/2017/snapdragon-wear-1200.json - Qualcomm Snapdragon Wear 1200
  • soc/qualcomm/2018/snapdragon-wear-2500.json - Qualcomm Snapdragon Wear 2500
  • soc/qualcomm/2020/snapdragon-wear-4100-plus.json - Qualcomm Snapdragon Wear 4100+
  • soc/qualcomm/2020/snapdragon-wear-4100.json - Qualcomm Snapdragon Wear 4100
  • soc/qualcomm/2022/snapdragon-w5-gen-1.json - Qualcomm Snapdragon W5 Gen 1
  • soc/qualcomm/2022/snapdragon-w5-plus-gen-1.json - Qualcomm Snapdragon W5+ Gen 1
  • soc/qualcomm/2025/snapdragon-w5-gen-2.json - Qualcomm Snapdragon W5 Gen 2
  • soc/qualcomm/2025/snapdragon-w5-plus-gen-2.json - Qualcomm Snapdragon W5+ Gen 2
  • soc/qualcomm/2026/snapdragon-wear-elite.json - Qualcomm Snapdragon Wear Elite
  • soc/samsung/2021/exynos-w920.json - Samsung Exynos W920
  • soc/samsung/2023/exynos-w930.json - Samsung Exynos W930

smartphone modified

  • smartphone/dell/2011/streak-7-wi-fi.json - Streak 7 Wi-Fi
  • smartphone/dell/2011/streak-7.json - Streak 7
  • smartphone/lg/2011/optimus-big-lu6800.json - Optimus Big LU6800
  • smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-aitoolbuzz-5239-16gb-16gb-3g.json - LG Optimus Big LU6800
  • smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-allphones-4332-16gb-16gb-3g.json - LG Optimus Big LU6800
  • smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-beridzeg45-6717-16gb.json - LG Optimus Big LU6800
  • smartphone/lg/2011/revolution.json - Revolution
  • smartphone/lg/2011/revolution/lg-revolution-aitoolbuzz-5326-16gb-16gb-4g-lte.json - LG Revolution
  • smartphone/lg/2011/revolution/lg-revolution-allphones-4313-16gb-16gb-4g-lte.json - LG Revolution
  • smartphone/lg/2011/revolution/lg-revolution-beridzeg45-2001-16gb.json - LG Revolution
  • smartphone/samsung/2009/vodafone-360-h1.json - Vodafone 360 H1
  • smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-aitoolbuzz-10363-16gb-16gb-3g.json - Samsung Vodafone 360 H1
  • smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-allphones-7258-16gb-16gb-3g.json - Samsung Vodafone 360 H1
  • smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-beridzeg45-2087-16gb.json - Samsung Vodafone 360 H1
  • smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani.json - I9010 Galaxy S Giorgio Armani
  • ... 20 more

tablet modified

  • tablet/acer/2011/iconia-tab-a100/acer-iconia-tab-a100-scrapegsma-1774.json - Acer Iconia Tab A100
  • tablet/acer/2011/iconia-tab-a101/acer-iconia-tab-a101-scrapegsma-1773.json - Acer Iconia Tab A101
  • tablet/acer/2011/iconia-tab-a500/acer-iconia-tab-a500-scrapegsma-1772.json - Acer Iconia Tab A500
  • tablet/acer/2011/iconia-tab-a501/acer-iconia-tab-a501-scrapegsma-1770.json - Acer Iconia Tab A501
  • tablet/acer/2012/iconia-tab-a110/acer-iconia-tab-a110-scrapegsma-1756.json - Acer Iconia Tab A110
  • tablet/acer/2012/iconia-tab-a200/acer-iconia-tab-a200-scrapegsma-1763.json - Acer Iconia Tab A200
  • tablet/acer/2012/iconia-tab-a210/acer-iconia-tab-a210-scrapegsma-1762.json - Acer Iconia Tab A210
  • tablet/acer/2012/iconia-tab-a510/acer-iconia-tab-a510-scrapegsma-1767.json - Acer Iconia Tab A510
  • tablet/acer/2012/iconia-tab-a511/acer-iconia-tab-a511-scrapegsma-1766.json - Acer Iconia Tab A511
  • tablet/acer/2012/iconia-tab-a700/acer-iconia-tab-a700-scrapegsma-1765.json - Acer Iconia Tab A700
  • tablet/acer/2012/iconia-tab-a701/acer-iconia-tab-a701-scrapegsma-1764.json - Acer Iconia Tab A701
  • tablet/acer/2013/iconia-tab-a1-810/acer-iconia-tab-a1-810-scrapegsma-1749.json - Acer Iconia Tab A1-810
  • tablet/acer/2013/iconia-tab-a1-811/acer-iconia-tab-a1-811-scrapegsma-1748.json - Acer Iconia Tab A1-811
  • tablet/acer/2013/iconia-tab-a3/acer-iconia-tab-a3-scrapegsma-1747.json - Acer Iconia Tab A3
  • tablet/acer/2013/iconia-tab-b1-710/acer-iconia-tab-b1-710-scrapegsma-1754.json - Acer Iconia Tab B1-710
  • ... 256 more

watch added

  • watch/google/2025/google-pixel-watch-4-41mm/google-pixel-watch-4-41mm.json - Google Pixel Watch 4 41mm
  • watch/google/2025/google-pixel-watch-4-45mm/google-pixel-watch-4-45mm.json - Google Pixel Watch 4 45mm
  • watch/samsung/2026/samsung-galaxy-watch-ultra-2/samsung-galaxy-watch-ultra-2.json - Samsung Galaxy Watch Ultra 2
  • watch/samsung/2026/samsung-galaxy-watch9-40mm/samsung-galaxy-watch9-40mm.json - Samsung Galaxy Watch9 40mm
  • watch/samsung/2026/samsung-galaxy-watch9-44mm/samsung-galaxy-watch9-44mm.json - Samsung Galaxy Watch9 44mm

watch modified

  • watch/apple/2017/watch-series-3-aluminum/apple-watch-series-3-aluminum-scrapegsma-2359.json - Apple Watch Series 3 Aluminum
  • watch/asus/2016/zenwatch-3-wi503q/asus-zenwatch-3-wi503q-aitoolbuzz-1126-0-5gb-4gb-2g.json - Asus Zenwatch 3 WI503Q
  • watch/google/2023/pixel-watch-2/google-pixel-watch-2-aitoolbuzz-2754-2gb-32gb-4g-lte.json - Google Pixel Watch 2
  • watch/google/2024/pixel-watch-3/google-pixel-watch-3-aitoolbuzz-2755-2gb-32gb-4g-lte.json - Google Pixel Watch 3
  • watch/huawei/2017/watch-2-classic/huawei-watch-2-classic-aitoolbuzz-3827-0-75gb-4gb-2g.json - Huawei Watch 2 Classic
  • watch/huawei/2017/watch-2-pro/huawei-watch-2-pro-aitoolbuzz-3828-0-75gb-4gb-4g-lte.json - Huawei Watch 2 Pro
  • watch/huawei/2017/watch-2/huawei-watch-2-aitoolbuzz-3825-0-75gb-4gb-4g-lte.json - Huawei Watch 2
  • watch/huawei/2018/watch-2-2018/huawei-watch-2-2018-aitoolbuzz-3826-0-75gb-4gb-4g-lte.json - Huawei Watch 2 2018
  • watch/huawei/2022/watch-gt-3-pro/huawei-watch-gt-3-pro-aitoolbuzz-3846-32gb-32gb-4g-lte.json - Huawei Watch GT 3 Pro
  • watch/lg/2015/watch-urbane-lte/lg-watch-urbane-lte-scrapegsma-1082.json - LG Watch Urbane LTE
  • watch/lg/2015/watch-urbane-lte/lg-watch-urbane-lte-scrapegsma-199.json - LG Watch Urbane LTE
  • watch/lg/2017/watch-sport/lg-watch-sport-aitoolbuzz-5425-0-75gb-4gb-4g-lte.json - LG Watch Sport
  • watch/lg/2017/watch-style/lg-watch-style-aitoolbuzz-5426-0-5gb-4gb-2g.json - LG Watch Style
  • watch/lg/2018/watch-w7/lg-watch-w7-aitoolbuzz-5430-0-75gb-4gb-2g.json - LG Watch W7
  • watch/oppo/2021/watch-2/oppo-watch-2-aitoolbuzz-7800-1gb-8gb-4g-lte.json - Oppo Watch 2
  • ... 19 more

laptop modified

  • laptop/asus/2017/asus-f756ux-t4201d-i7-7500u-8gb-128gb/asus-f756ux-t4201d-i7-7500u-8gb-128gb-ammok-243.json - Asus F756UX-T4201D (i7-7500U/8GB/128GB
  • laptop/asus/2017/asus-k756ux-t4340t-i5-7200u-8gb-500gb/asus-k756ux-t4340t-i5-7200u-8gb-500gb-ammok-229.json - Asus K756UX-T4340T (i5-7200U/8GB/500GB
  • laptop/asus/2017/asus-ux510ux-cn269t-i7-7500u-8gb-256gb/asus-ux510ux-cn269t-i7-7500u-8gb-256gb-ammok-333.json - Asus UX510UX-CN269T (i7-7500U/8GB/256GB

monitor modified

  • monitor/acer/2023/acer-eda343cur/acer-eda343cur-amazonmon-177.json - acer Nitro 34" UWQHD 3440 x 1440 1000R Curved PC Gaming Monitor | AMD FreeSync Premium | Up to 180Hz Refresh | Up to 0.5
  • monitor/asus/2023/asus-ve278h/asus-ve278h-amazonmon-844.json - ASUS VE278H 27" Full HD 1920x1080 2ms HDMI VGA Back-lit LED Monitor
  • monitor/asus/2023/asus-vg328h1b/asus-vg328h1b-amazonmon-653.json - ASUS TUF Gaming VG328H1B 32” Curved Monitor, 1080P Full HD, 165Hz (Supports 144Hz), Extreme Low Motion Blur, Adaptive-sy
  • monitor/dell/2023/dell-dell-inspiron-touchscreen/dell-dell-inspiron-touchscreen-amazonmon-206.json - Dell Inspiron 24 5400 23.8" FHD Touchscreen All-in-One Computer - 11th Gen Intel
  • monitor/dell/2023/dell-p3421w/dell-p3421w-amazonmon-384.json - Dell P3421W 34.1" QHD Wide 1440p WQHD Curved Screen WLED LCD Monitor - 21:9 - Black
  • monitor/dell/2023/dell-s2240m/dell-s2240m-amazonmon-802.json - Dell S2240M 21.5-Inch Screen LED-lit Monitor
  • monitor/gigabyte/2023/gigabyte-gs34wqc/gigabyte-gs34wqc-amazonmon-779.json - Gigabyte GS34WQC 34" 120Hz 1440P Curved Gaming Monitor, 3440x1440 VA 1500R Display, 1ms (MPRT) Response Time, HDR Ready,
  • monitor/innocn/2023/innocn-hdr400/innocn-hdr400-amazonmon-218.json - INNOCN 44C1G Ultrawide Monitor 43.8" WFHD 3840 x 1080p 120Hz Monitor 32:9 IPS Computer Split Screen Monitor 96% DCI-P3 H
  • monitor/innoview/2023/innoview-innoview-portable-screen/innoview-innoview-portable-screen-amazonmon-669.json - InnoView 2Pack 4k Portable Screen Nontouch & 10 Point Touch Screen Monitor 3840x2160P 350Nits USB C Monitor
  • monitor/lenovo/2023/lenovo-lenovo-thinkvision-full/lenovo-lenovo-thinkvision-full-amazonmon-465.json - Lenovo ThinkVision T22i-30 21.5 Full HD WLED LCD Monitor - 16:9 - Raven Black
  • monitor/lenovo/2023/lenovo-p24h-30/lenovo-p24h-30-amazonmon-434.json - Lenovo 23.8IN IPS 2560X1440 1000:1 THINKVISION P24H-30 HDMI DP USB BLK
  • monitor/lg/2023/lg-34bq77qb/lg-34bq77qb-amazonmon-637.json - LG 34BQ77QB-B-CR (Renewed)
  • monitor/lg/2023/lg-34gp63a/lg-34gp63a-amazonmon-109.json - LG UltraGear QHD 34-Inch Curved Gaming Monitor 34GP63A-B, VA with HDR 10 Compatibility and AMD FreeSync Premium, 160Hz,
  • monitor/lg/2023/lg-34wl500/lg-34wl500-amazonmon-578.json - LG 34WL500-B 34" 21:9 UltraWide Full HD HDR10 IPS LED Monitor, Black
  • monitor/lg/2023/lg-38bq88c/lg-38bq88c-amazonmon-648.json - LG 38BQ88C-W 38" UltraWide QHD+ HDR Curved Monitor with Ergo Stand 3840X1600 USB-C HDMI DP Monitor
  • ... 12 more

Heuristic review

  • Added records by manufacturer/brand: qualcomm: 10, samsung: 5, google: 2
  • Added records by source class: other: 17
  • Heuristic warnings: none found.

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TechEngine validation stats: FAIL

12/12 categories ? 191,814 records ? diff base main@73ba239

Data summary

Category Total Verified Unverified Missing verified Tracked Verified % of tracked
brand 207 122 85 0 207 58.9%
soc 2117 193 1924 0 2117 9.1%
smartphone 93407 17501 75906 0 93407 18.7%
tablet 3459 273 3186 0 3459 7.9%
watch 447 39 408 0 447 8.7%
pda 140 74 66 0 140 52.9%
gpu 2076 1026 1050 0 2076 49.4%
cpu 4507 2869 1638 0 4507 63.7%
laptop 1995 0 1995 0 1995 0.0%
monitor 882 0 882 0 882 0.0%
software 42493 0 42493 0 42493 0.0%
website 40084 0 40084 0 40084 0.0%
all 191814 22097 169717 0 191814 11.5%

Warning

Tracked verified coverage is below 50% for laptop 0.0% (0/1995), monitor 0.0% (0/882), software 0.0% (0/42493), website 0.0% (0/40084), tablet 7.9% (273/3459), watch 8.7% (39/447), soc 9.1% (193/2117), all 11.5% (22097/191814), and 2 more.
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

  • The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
  • Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
  • Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py (PR head compared with PR base)
loaded CPU=4507 GPU=2076
Integrity section Flagged lines
structural 18
CPU name/tier consistency (desktop mainstream only) 0
CPU single>multi (cinebench/geekbench — should be multi>=single) 0
CPU era-vs-score outliers 8
CPU cross-source ratio outliers (possible wrong-variant) 131
GPU cross-source ratio outliers + sanity 51
Detailed validation log excerpt
nch_multi] 'AMD Opteron 6386 SE (Abu Dhabi)': ratio=0.75
  [passmark_cpu_mark/geekbench_multi] 'AMD EPYC 7J13': ratio=6.14
  [passmark_cpu_mark/geekbench_multi] 'Intel Atom Z3770 (Bay Trail)': ratio=0.73
  [passmark_cpu_mark/geekbench_multi] 'Intel Xeon Phi 7210': ratio=0.58
  [passmark_cpu_mark/geekbench_multi] 'Intel Atom x5-Z8350 (Cherry Trail)': ratio=0.81
  [passmark_cpu_mark/geekbench_multi] 'Intel Xeon 6980P': ratio=0.99
  [passmark_cpu_mark/geekbench_multi] 'Intel Core i7-870 (Lynnfield)': ratio=0.91
  [passmark_cpu_mark/geekbench_multi] 'Intel Core i7-965 Extreme Edition (Bloomfield)': ratio=0.92
  [passmark_cpu_mark/geekbench_multi] 'Intel Core i7-920 (Bloomfield)': ratio=0.93
  [passmark_cpu_mark/geekbench_multi] 'Loongson 3A6000': ratio=0.38
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 5995WX': ratio=2.1
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9554': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9654': ratio=2.41
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9985 (Turin refresh)': ratio=2.43
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9970X3D': ratio=1.89
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 1300X': ratio=0.87
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 1200': ratio=0.88
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 7742': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 3970X': ratio=1.92
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 3900X': ratio=1.97
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 3950X': ratio=2.07
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 7980X': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9754': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7965WX': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 7960X': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7975WX': ratio=2.12
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9684X': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7985WX': ratio=2.33
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 PRO 7945': ratio=1.99
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 7950X3D': ratio=1.94
  [cinebench_r23_multi/geekbench_multi] 'AMD Athlon II X4 640 (Propus)': ratio=0.95
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9745': ratio=2.57
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9845': ratio=2.56
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9825': ratio=2.56
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7995WX': ratio=2.0
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9755': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9965': ratio=2.61
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 7940HX': ratio=2.13
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 5 5500GT': ratio=0.85
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9950X': ratio=1.91
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9960X': ratio=2.03
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9970X': ratio=2.24
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9980X': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 9995WX': ratio=2.33
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 8945HX': ratio=2.09
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 8940HX': ratio=1.93
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 7763': ratio=2.15
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5900': ratio=2.14
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 3990X': ratio=2.14
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5950X': ratio=2.37
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5900X': ratio=1.91
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 2200G': ratio=0.95
  [cinebench_r23_multi/geekbench_multi] 'Microsoft Azure Cobalt 100': ratio=2.17
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X Plus X1P-42-100': ratio=0.86
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X Plus X1P-64-100': ratio=0.96
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X X1-26-100': ratio=0.7
  [cinebench_r23_multi/geekbench_multi] 'NVIDIA Grace CPU Superchip': ratio=2.2
  [cinebench_r23_multi/geekbench_multi] 'Ampere AmpereOne A192-32X': ratio=2.4
  [cinebench_r23_multi/geekbench_multi] 'Ampere Altra Max M128-30': ratio=2.11
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon E5-2683 v3': ratio=2.69
  [cinebench_r23_multi/geekbench_multi] 'Intel Atom Z3770 (Bay Trail)': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-13900K': ratio=1.95
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-12300': ratio=0.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i5-1230U': ratio=0.81
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium Gold G7400 (Alder Lake)': ratio=0.99
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6781P (Granite Rapids refresh)': ratio=2.68
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6781E (Clearwater Forest)': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-7980XE': ratio=2.47
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium G3258 Anniversary Edition (Haswell)': ratio=0.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-10980XE': ratio=2.25
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8452Y': ratio=5.48
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3495X': ratio=2.16
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9462': ratio=2.08
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8480+': ratio=2.22
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3475X': ratio=2.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9470': ratio=2.21
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9480': ratio=2.23
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8592+': ratio=2.26
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9460': ratio=2.15
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9468': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Gold 6448H (Sapphire Rapids)': ratio=2.05
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-14900K': ratio=2.02
  [cinebench_r23_multi/geekbench_multi] 'Intel Processor N50': ratio=0.93
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-13900KS': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-13100': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Atom x5-Z8350 (Cherry Trail)': ratio=0.86
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6980P': ratio=2.6
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6780E': ratio=2.64
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6960P (Granite Rapids)': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-14900KS': ratio=1.93
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 9 285': ratio=1.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 7 268V': ratio=0.83
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-14100': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 5 228V': ratio=0.82
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3595X (Emerald Rapids-WS)': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8380': ratio=1.95
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon W-3375': ratio=2.17
  [cinebench_r23_multi/geekbench_multi] 'Intel Celeron G5905 (Comet Lake)': ratio=0.88
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-1185G7': ratio=0.94
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-9980XE': ratio=2.44
  [cinebench_2024_multi/cinebench_r23_multi] 'AMD Ryzen 5 5500GT': ratio=0.09
  [cinebench_2024_multi/cinebench_r23_multi] 'Qualcomm Snapdragon X Plus X1P-42-100': ratio=0.07
  [cinebench_2024_multi/cinebench_r23_multi] 'Qualcomm Snapdragon X X1-26-100': ratio=0.09
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-10920X': ratio=0.04
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-13900F': ratio=0.04
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-10900K': ratio=0.09

### GPU cross-source ratio outliers + sanity
  [passmark_g3d_mark/timespy_score] 'RTX PRO 5000 72 GB Blackwell': ratio=0.73
  [passmark_g3d_mark/timespy_score] 'GeForce RTX 5090 D V2': ratio=0.71
  [passmark_g3d_mark/timespy_score] 'P102-100': ratio=0.55
  [fp32_tflops/timespy_score] 'Radeon Pro W7900': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon PRO W7800 48 GB': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon Pro W7800': ratio=0.0
  [fp32_tflops/timespy_score] 'Tesla M4': ratio=0.0
  [fp32_tflops/timespy_score] 'RTX 6000 Ada Generation': ratio=0.0
  [fp32_tflops/timespy_score] 'GeForce GT 720': ratio=0.0
  [fp32_tflops/timespy_score] 'RTX 5000 Ada Generation': ratio=0.0
  [fp32_tflops/timespy_score] 'RTX PRO 6000 Blackwell Max-Q': ratio=0.0
  [fp32_tflops/timespy_score] 'GeForce RTX 2060 Max-Q': ratio=0.0
  [passmark_g3d_mark/fp32_tflops] 'Radeon Pro W7900': ratio=452.2
  [passmark_g3d_mark/fp32_tflops] 'Radeon RX 570X': ratio=377.43
  [passmark_g3d_mark/fp32_tflops] 'L40S': ratio=230.31
  [passmark_g3d_mark/fp32_tflops] 'L40': ratio=302.2
  [passmark_g3d_mark/fp32_tflops] 'RTX 6000 Ada Generation': ratio=314.54
  [passmark_g3d_mark/fp32_tflops] 'GeForce RTX 4090': ratio=461.04
  [passmark_g3d_mark/fp32_tflops] 'GRID K220Q': ratio=398.43
  [passmark_g3d_mark/fp32_tflops] 'L4': ratio=335.19
  [passmark_g3d_mark/fp32_tflops] 'GeForce RTX 4090 D': ratio=419.69
  [passmark_g3d_mark/fp32_tflops] 'RTX 5000 Ada Generation': ratio=474.11
  [passmark_g3d_mark/fp32_tflops] 'Quadro NVS 290': ratio=7862.07
  [passmark_g3d_mark/fp32_tflops] 'Quadro FX 570': ratio=8862.07
  [passmark_g3d_mark/fp32_tflops] 'Quadro NVS 130M': ratio=7461.54
  [passmark_g3d_mark/fp32_tflops] 'GeForce 8300 GS': ratio=7666.67
  [passmark_g3d_mark/fp32_tflops] 'GeForce 8400M G': ratio=8076.92
  [passmark_g3d_mark/fp32_tflops] 'GeForce 8400 GS': ratio=5862.07
  [passmark_g3d_mark/fp32_tflops] 'GeForce 8500 GT': ratio=5931.03
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 480': ratio=6068.45
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 465': ratio=6194.38
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 570': ratio=5600.28
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 470': ratio=5818.01
  [passmark_g3d_mark/fp32_tflops] 'RTX 5880 Ada Generation': ratio=362.28
  [passmark_g3d_mark/fp32_tflops] 'RTX PRO 6000 Blackwell Server': ratio=246.82
  [passmark_g3d_mark/fp32_tflops] 'RTX PRO 5000 72 GB Blackwell': ratio=363.94
  [passmark_g3d_mark/fp32_tflops] 'RTX PRO 6000 Blackwell Workstation Edition': ratio=303.69
  [passmark_g3d_mark/fp32_tflops] 'GeForce RTX 5090 D V2': ratio=319.39
  [passmark_g3d_mark/fp32_tflops] 'GeForce RTX 5090 D': ratio=401.16
  [passmark_g3d_mark/fp32_tflops] 'GeForce RTX 5090': ratio=371.65
  [passmark_g3d_mark/fp32_tflops] 'A10G': ratio=431.41
  [passmark_g3d_mark/fp32_tflops] 'Quadro NVS 420': ratio=6227.27
  [passmark_g3d_mark/fp32_tflops] 'Quadro FX 380': ratio=5885.71
  [passmark_g3d_mark/fp32_tflops] 'A40': ratio=371.49
  [passmark_g3d_mark/fp32_tflops] 'Quadro NVS 160M': ratio=6304.35
  [passmark_g3d_mark/fp32_tflops] 'Quadro FX 370 LP': ratio=6352.94
  [passmark_g3d_mark/fp32_tflops] 'GeForce 9400 GT': ratio=6689.66
  [passmark_g3d_mark/fp32_tflops] 'GeForce 9600 GT': ratio=5662.65
  [passmark_g3d_mark/fp32_tflops] 'GeForce 9300M GS': ratio=6652.17
  [passmark_g3d_mark/fp32_tflops] 'GeForce 9200M GS': ratio=6142.86
  [passmark_g3d_mark/fp32_tflops] 'P102-100': ratio=357.85

(no lines under a section = clean)

Baseline hard anomalies: 18; PR head: 18; introduced: 0
12/12 categories ? 191,814 records ? diff base main@73ba239
socs: manifest count must equal 2117
socs: index count/results must equal 2117
Dump JSON/count check: FAIL

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