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release: verification 19.97% per record / 33.69% per product - #152

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release: verification 19.97% per record / 33.69% per product#152
Seungpyo1007 wants to merge 14 commits into
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develop

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@Seungpyo1007

@Seungpyo1007 Seungpyo1007 commented Aug 6, 2026

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Release of the 14 commits integrated on develop since the git-flow switch. Merging deploys the site and notifies TechEngine.

Verification

The headline figure has been stale on the site since 2026-07-31: verify-status was computing the aggregate correctly every run, then failing on git push HEAD:main after the default branch moved to develop, so status.json never updated. Fixed in GetTechAPI/TechEngine#56; the snapshot on develop is now current.

records  105,742   verified 21,114  = 19.97%   (site currently shows 13.97%)
models    62,148   verified 20,936  = 33.69%   (new)

The per-product figure is the same verifications counted per phone rather than per SKU — 57,216 smartphone records stand for 20,594 models, and no source documents an individual regional/RAM configuration. Both readings are now shown (GetTechAPI/TechEngine#55 + #151).

What is in this release

Verification — 14.07% → 19.97%. The bulk came from fixing a false consistency signal: soc_not_after_device compared device and SoC years exactly, but 92.9% of SoC records carry a placeholder YYYY-01-01 date that runs ~2 years late, so it was failing 5,488 sound phones (TechEngine#51 → 5,853 promotions). Also 481 Wikipedia citations on GPU records, 113 Snapdragon release dates replaced with sourced announcement dates, and a fix for rate-limit answers being cached as dead links (TechEngine#52, #53).

Data — two weekly CPU ingests, 113 corrected SoC dates + refreshed socs dump pages, refreshed gpus dump pages.

Process — git-flow adopted; every automation now targets develop (promotion PRs, weekly ingest, status refresh), leaving main to move only through a release PR like this one.

Closes #1

Seungpyo1007 and others added 14 commits August 3, 2026 10:07
Every change has been landing straight on main, which is also the branch that
publishes the site and tells TechEngine to pick up new data — so any merge was
effectively a release. Adds develop as the integration branch and keeps main for
released state.

- validate-data now also runs on pushes to develop, so integration is checked
  the same way main is
- bump-engine lands the submodule bump on develop instead of pushing to main.
  It switches branch *before* updating the submodule, so the change is staged on
  the branch that will carry it rather than being committed and then orphaned
- README documents the model and points contributors at develop

deploy-pages and notify-engine deliberately stay on main: publishing and the
engine handshake should happen on release, not on every integration merge.
Brings the verification status aggregate that verify-status pushed to main
after develop was branched. Under git-flow anything that lands on main is
merged back so develop never starts from stale state.
84% of GPU records carried only a kaggle.com URL. The verification layer reads
that as tier 3, which keeps a record yellow no matter how complete it is — GPU
sits at 12% green while CPU, which picked up Wikipedia citations during the
spec-fill batches, is at 65%.

Wikipedia's per-vendor GPU lists document these same cards, so where a row could
be matched AND a spec we already hold agreed with it, the page is added as a
source. 1,006 rows parsed, 716 matched a record, 663 confirmed; 145 of those
already had a tier-1 source, leaving 481 to cite.

The spec agreement is the whole point: it makes the citation a claim about this
card rather than a same-name lookalike. Confirmation came from base_clock_mhz
(372) or tdp_w (146); the 53 rows that matched by name but agreed on neither
were skipped rather than cited.

No field values are changed — only source_urls gains an entry.

Refs #1
Regenerates site/public/v1/gpus for the 481 records changed in the previous
commit, with the engine at the pinned submodule commit. Only pages whose content
actually differs are committed; 3,580 timestamp-only pages are left alone.

Refs #1
Auto-promotions from the verification layer (green+live-source or crossref-confirm).
Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1
Auto-promotions from the verification layer (green+live-source or crossref-confirm).
Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1
Auto-promotions from the verification layer (green+live-source or crossref-confirm).
Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1
113 Qualcomm Snapdragon records carried a "YYYY-01-01" date invented at
import time from the year of a device that used the chip, so it ran
late and was precise to nothing. Each now carries the announcement date
Wikipedia's Snapdragon SoC list states for that exact model, and cites
the page.

Only the model's own designation is matched, whole-token: "Snapdragon 8"
never claims the 8 Gen 2, and a record naming two vendors is skipped as
a mangled import. Sourced dates land 1-3 years earlier than the
placeholder for 62 of the 113.

Exynos, Kirin and the MediaTek list were dropped for want of the data,
not the parsing: they mention 202/127/594 models between them and carry
7/6/1 dates. The Apple silicon page has dates but a row block mixes the
launch dates of every product a chip shipped in, which dated the A15
Bionic to 2022-11 (really 2021-09), so it is not trusted either.

Refs #1
Auto-promotions from the verification layer (green+live-source or crossref-confirm).
Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1
Most smartphone records are regional and RAM variants of one phone, and
no source documents an individual SKU, so the per-record figure reads
lower than how well the products in the dataset are actually sourced.
The homepage now shows both readings of the same verifications, the
per-product one as a secondary line under the headline.

The block removes itself when the snapshot predates the field rather
than rendering a zero.

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 Aug 6, 2026
@Seungpyo1007 Seungpyo1007 moved this from Todo to In Progress in TechAPI-Project Aug 6, 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.

Changed records in this PR

6550 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 6360
    "Yellow" : 190
    "Red" : 0
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
soc 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 113 23 90 0 20.4%
smartphone 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨 5782 5780 2 0 100.0%
tablet 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩 44 44 0 0 100.0%
watch 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩 7 7 0 0 100.0%
pda 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩 39 39 0 0 100.0%
gpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨 481 419 62 0 87.1%
cpu 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 84 48 36 0 57.1%
All 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨 6550 6360 190 0 97.1%

Full-dataset baseline

105742 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 21110
    "Yellow" : 83431
    "Red" : 1201
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
brand 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 207 24 183 0 11.6%
soc 🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥 2104 146 844 1114 6.9%
smartphone 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 93396 17382 75934 80 18.6%
tablet 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 3455 218 3236 1 6.3%
watch 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 433 18 410 5 4.2%
pda 🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨 140 66 74 0 47.1%
gpu 🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨 2030 664 1366 0 32.7%
cpu 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟥 3977 2592 1384 1 65.2%
All 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 105742 21110 83431 1201 20.0%

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.

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TechEngine change review: PASS

Check Result
python -m app.validate PASS
python integrity_check.py TechAPI/data --strict PASS
cd TechAPI/site && npm ci && npm run build PASS

Changed data

Category Added Modified Deleted Added verified Added unverified Added Kaggle-sourced
brand 0 0 0 0 0 0
soc 0 113 0 0 0 0
smartphone 0 5782 0 0 0 0
tablet 0 44 0 0 0 0
watch 0 7 0 0 0 0
pda 0 39 0 0 0 0
gpu 0 481 0 0 0 0
cpu 0 84 0 0 0 0

Changed record examples

soc modified

  • soc/qualcomm/2013/qualcomm-apq8064-snapdragon-600.json - Qualcomm APQ8064 Snapdragon 600
  • soc/qualcomm/2013/qualcomm-apq8064t-snapdragon-600.json - Qualcomm APQ8064T Snapdragon 600
  • soc/qualcomm/2013/qualcomm-msm8274-or-msm8974-snapdragon-800.json - Qualcomm MSM8274 or MSM8974 Snapdragon 800
  • soc/qualcomm/2013/qualcomm-msm8274-snapdragon-800.json - Qualcomm MSM8274 Snapdragon 800
  • soc/qualcomm/2013/qualcomm-msm8974-snapdragon-800.json - Qualcomm MSM8974 Snapdragon 800
  • soc/qualcomm/2013/qualcomm-snapdragon-600-apq8064t.json - Qualcomm Snapdragon 600 APQ8064T
  • soc/qualcomm/2013/qualcomm-snapdragon-800-msm8274ab-v2.json - Qualcomm Snapdragon 800 MSM8274AB V2
  • soc/qualcomm/2014/qualcomm-apq8064-pro-snapdragon-600.json - Qualcomm APQ8064 Pro Snapdragon 600
  • soc/qualcomm/2014/qualcomm-apq8074ab-snapdragon-801.json - Qualcomm APQ8074AB Snapdragon 801
  • soc/qualcomm/2014/qualcomm-apq8084-snapdragon-805.json - Qualcomm APQ8084 Snapdragon 805
  • soc/qualcomm/2014/qualcomm-msm8274ab-snapdragon-800.json - Qualcomm MSM8274AB Snapdragon 800
  • soc/qualcomm/2014/qualcomm-msm8674-1-snapdragon-800.json - Qualcomm MSM8674-1 Snapdragon 800
  • soc/qualcomm/2014/qualcomm-msm8974aa-snapdragon-801.json - Qualcomm MSM8974AA Snapdragon 801
  • soc/qualcomm/2014/qualcomm-msm8974ab-msm8974ac-snapdragon-801.json - Qualcomm MSM8974AB/ MSM8974AC Snapdragon 801
  • soc/qualcomm/2014/qualcomm-msm8974ab-snapdragon-801.json - Qualcomm MSM8974AB Snapdragon 801
  • ... 98 more

smartphone modified

  • smartphone/acer/2009/dx650/acer-dx650-beridzeg45-3564-1gb.json - Acer DX650
  • smartphone/acer/2012/acer-cloudmobile-s500.json - Acer CloudMobile S500
  • smartphone/acer/2012/acer-liquid-z110-duo-z1-dual-sim.json - Acer Liquid Z110 Duo / Z1 Dual SIM
  • smartphone/acer/2012/acer-liquid-z110-z1.json - Acer Liquid Z110 Z1
  • smartphone/acer/2012/cloudmobile-s500/acer-cloudmobile-s500-beridzeg45-3863-1gb.json - Acer CloudMobile S500
  • smartphone/acer/2013/acer-liquid-e2-duo-v370.json - Acer Liquid E2 Duo V370
  • smartphone/acer/2013/acer-liquid-e2-v370.json - Acer Liquid E2 V370
  • smartphone/acer/2013/acer-liquid-s2-s520-acer-hamingway.json - Acer Liquid S2 S520 (Acer Hamingway)
  • smartphone/acer/2013/acer-liquid-z130-duo-z3-dual-sim.json - Acer Liquid Z130 Duo / Z3 Dual SIM
  • smartphone/acer/2013/acer-liquid-z130-z3.json - Acer Liquid Z130 Z3
  • smartphone/acer/2013/liquid-e2/acer-liquid-e2-beridzeg45-3946-1gb.json - Acer Liquid E2
  • smartphone/acer/2013/liquid-s1/acer-liquid-s1-beridzeg45-6365-1gb.json - Acer Liquid S1
  • smartphone/acer/2014/acer-liquid-e600.json - Acer Liquid E600
  • smartphone/acer/2014/liquid-e600/acer-liquid-e600-beridzeg45-334-1gb.json - Acer Liquid E600
  • smartphone/acer/2015/acer-liquid-z530-lte-16gb-t02.json - Acer Liquid Z530 LTE 16GB T02
  • ... 5767 more

tablet modified

  • tablet/alcatel/2014/pop-8s/alcatel-pop-8s-beridzeg45-3173-1gb.json - alcatel Pop 8S
  • tablet/amazon/2013/kindle-fire-hdx/amazon-kindle-fire-hdx-beridzeg45-1801-2gb.json - Amazon Kindle Fire HDX
  • tablet/archos/2010/archos-28-internet-tablet/archos-28-internet-tablet-4gb.json - Archos 28 Internet Tablet 4GB
  • tablet/archos/2010/archos-28-internet-tablet/archos-28-internet-tablet-8gb.json - Archos 28 Internet Tablet 8GB
  • tablet/archos/2010/archos-32-internet-tablet/archos-32-internet-tablet-8gb.json - Archos 32 Internet Tablet 8GB
  • tablet/archos/2010/archos-43-internet-tablet/archos-43-internet-tablet-16gb.json - Archos 43 Internet Tablet 16GB
  • tablet/archos/2010/archos-43-internet-tablet/archos-43-internet-tablet-8gb.json - Archos 43 Internet Tablet 8GB
  • tablet/asus/2012/padfone/asus-padfone-beridzeg45-2941-1gb.json - Asus PadFone
  • tablet/asus/2013/padfone-infinity-2/asus-padfone-infinity-2-beridzeg45-1851-2gb.json - Asus PadFone Infinity 2
  • tablet/blackberry/2010/playbook/blackberry-playbook-beridzeg45-1267-1gb.json - BlackBerry Playbook
  • tablet/dell/2013/venue-7/dell-venue-7-beridzeg45-6128-2gb.json - Dell Venue 7
  • tablet/dell/2013/venue-8/dell-venue-8-beridzeg45-98-2gb.json - Dell Venue 8
  • tablet/honor/2018/8x-max/honor-8x-max-beridzeg45-1592-4gb.json - Honor 8X Max
  • tablet/htc/2011/flyer-wi-fi/htc-flyer-wi-fi-beridzeg45-6806-1gb.json - HTC Flyer Wi-Fi
  • tablet/htc/2011/flyer/htc-flyer-beridzeg45-5913-1gb.json - HTC Flyer
  • ... 29 more

watch modified

  • watch/samsung/2014/gear-s/samsung-gear-s-beridzeg45-1268-0-5gb.json - Samsung Gear S
  • watch/samsung/2015/gear-s2-classic/samsung-gear-s2-classic-beridzeg45-690-0-5gb.json - Samsung Gear S2 classic
  • watch/samsung/2015/gear-s2/samsung-gear-s2-beridzeg45-1626-0-5gb.json - Samsung Gear S2
  • watch/samsung/2016/gear-s2-classic-3g/samsung-gear-s2-classic-3g-beridzeg45-490-0-5gb.json - Samsung Gear S2 classic 3G
  • watch/samsung/2016/gear-s3-classic/samsung-gear-s3-classic-beridzeg45-2767-0-75gb.json - Samsung Gear S3 classic
  • watch/samsung/2016/gear-s3-frontier-lte/samsung-gear-s3-frontier-lte-beridzeg45-5013-0-75gb.json - Samsung Gear S3 frontier LTE
  • watch/samsung/2016/gear-s3-frontier/samsung-gear-s3-frontier-beridzeg45-2426-0-75gb.json - Samsung Gear S3 frontier

pda modified

  • pda/dell/2002/dell-axim-x5-advanced/dell-axim-x5-advanced.json - Dell Axim X5 Advanced
  • pda/dell/2002/dell-axim-x5-basic/dell-axim-x5-basic.json - Dell Axim X5 Basic
  • pda/fujitsu-siemens/2006/fujitsu-siemens-rpda-n520c/fujitsu-siemens-rpda-n520c.json - Fujitsu-Siemens RPDA N520c
  • pda/fujitsu-siemens/2006/fujitsu-siemens-rpda-n520p/fujitsu-siemens-rpda-n520p.json - Fujitsu-Siemens RPDA N520p
  • pda/fujitsu-siemens/2006/fujitsu-siemens-rpda-n560c/fujitsu-siemens-rpda-n560c.json - Fujitsu-Siemens RPDA N560c
  • pda/fujitsu-siemens/2006/fujitsu-siemens-rpda-n560e/fujitsu-siemens-rpda-n560e.json - Fujitsu-Siemens RPDA N560e
  • pda/fujitsu-siemens/2006/fujitsu-siemens-rpda-n560p/fujitsu-siemens-rpda-n560p.json - Fujitsu-Siemens RPDA N560p
  • pda/i-mate/2006/i-mate-pda-l-techfaith-pda-l/i-mate-pda-l-techfaith-pda-l.json - I-Mate PDA-L (TechFaith PDA-L)
  • pda/i-mate/2006/i-mate-pda-n-htc-galaxy-100/i-mate-pda-n-htc-galaxy-100.json - I-Mate PDA-N (HTC Galaxy 100)
  • pda/palm/2000/palm-iiic/palm-iiic.json - Palm IIIc
  • pda/palm/2000/palm-iiixe/palm-iiixe.json - Palm IIIxe
  • pda/palm/2000/palm-m100/palm-m100.json - Palm m100
  • pda/palm/2000/palm-viix/palm-viix.json - Palm VIIx
  • pda/palm/2001/palm-m105/palm-m105.json - Palm m105
  • pda/palm/2001/palm-m125/palm-m125.json - Palm m125
  • ... 24 more

gpu modified

  • gpu/amd/2011/enterprise/firepro-2270.json - FirePro 2270
  • gpu/amd/2012/enterprise/firepro-s10000-passive.json - FirePro S10000 Passive
  • gpu/amd/2012/enterprise/firepro-s10000.json - FirePro S10000
  • gpu/amd/2016/enterprise/firepro-s9300-x2.json - FirePro S9300 X2
  • gpu/ati/2003/consumer/radeon-9100.json - Radeon 9100
  • gpu/ati/2004/consumer/radeon-x600-se.json - Radeon X600 SE
  • gpu/ati/2004/consumer/radeon-x600.json - Radeon X600
  • gpu/ati/2004/consumer/radeon-x700.json - Radeon X700
  • gpu/ati/2005/consumer/radeon-x1800-crossfire-edition.json - Radeon X1800 CrossFire Edition
  • gpu/ati/2010/enterprise/firepro-2460-multi-view.json - FirePro 2460 Multi-View
  • gpu/nvidia/1995/consumer/stg-2000.json - STG-2000
  • gpu/nvidia/2000/consumer/geforce2-go.json - GeForce2 Go
  • gpu/nvidia/2001/consumer/geforce2-go-100.json - GeForce2 Go 100
  • gpu/nvidia/2001/consumer/geforce2-go-200.json - GeForce2 Go 200
  • gpu/nvidia/2003/consumer/geforce-fx-5700-ultra.json - GeForce FX 5700 Ultra
  • ... 466 more

cpu modified

  • cpu/amd/2009/consumer/amd-athlon-7450-dual-core.json - AMD Athlon 7450 Dual-Core
  • cpu/amd/2009/consumer/amd-athlon-7550-dual-core.json - AMD Athlon 7550 Dual-Core
  • cpu/amd/2009/consumer/amd-athlon-7750-dual-core.json - AMD Athlon 7750 Dual-Core
  • cpu/amd/2009/consumer/amd-athlon-7850-dual-core.json - AMD Athlon 7850 Dual-Core
  • cpu/amd/2009/consumer/amd-athlon-dual-core-4050e.json - AMD Athlon Dual Core 4050e
  • cpu/amd/2009/consumer/amd-athlon-dual-core-4450b.json - AMD Athlon Dual Core 4450B
  • cpu/amd/2009/consumer/amd-athlon-dual-core-4450e.json - AMD Athlon Dual Core 4450e
  • cpu/amd/2009/consumer/amd-athlon-dual-core-4850e.json - AMD Athlon Dual Core 4850e
  • cpu/amd/2009/consumer/amd-athlon-dual-core-5000b.json - AMD Athlon Dual Core 5000B
  • cpu/amd/2009/consumer/amd-athlon-dual-core-5050e.json - AMD Athlon Dual Core 5050e
  • cpu/amd/2009/consumer/amd-athlon-dual-core-5200b.json - AMD Athlon Dual Core 5200B
  • cpu/amd/2009/consumer/amd-athlon-dual-core-5400b.json - AMD Athlon Dual Core 5400B
  • cpu/amd/2009/consumer/amd-athlon-ii-x2-215.json - AMD Athlon II X2 215
  • cpu/amd/2009/consumer/amd-athlon-ii-x2-235e.json - AMD Athlon II X2 235e
  • cpu/amd/2009/consumer/amd-athlon-ii-x2-240.json - AMD Athlon II X2 240
  • ... 69 more

Heuristic review

  • Heuristic warnings: none found.

Changed site

Area Added Modified Deleted
homepage/site 0 3 0

Modified site files

  • site/src/pages/index.astro
  • site/src/scripts/techapi.js
  • site/src/styles/techapi.css

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TechEngine validation stats: PASS

Data summary

Category Total Verified Unverified Missing verified Tracked Verified % of tracked
brand 207 24 183 0 207 11.6%
soc 2104 146 1958 0 2104 6.9%
smartphone 93396 17384 76012 0 93396 18.6%
tablet 3455 218 3237 0 3455 6.3%
watch 433 18 415 0 433 4.2%
pda 140 66 74 0 140 47.1%
gpu 2030 663 1367 0 2030 32.7%
cpu 3977 2595 1382 0 3977 65.3%
all 105742 21114 84628 0 105742 20.0%

Warning

Tracked verified coverage is below 50% for watch 4.2% (18/433), tablet 6.3% (218/3455), soc 6.9% (146/2104), brand 11.6% (24/207), smartphone 18.6% (17384/93396), all 20.0% (21114/105742), gpu 32.7% (663/2030), pda 47.1% (66/140).
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

  • 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 --strict
loaded CPU=3977 GPU=2030
✅ integrity gate: no hard anomalies.
Integrity section Flagged lines
structural 0
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) 152
GPU cross-source ratio outliers + sanity 18

Homepage build:

04:18:11 [build] 2 page(s) built in 775.86s
04:18:11 [build] Complete!

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