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Tracked verified coverage is below 50% for brand 0.0% (0/60), tablet 0.0% (0/1172), watch 0.0% (0/176), pda 0.0% (0/110), gpu 0.0% (0/2030), smartphone 0.4% (184/44384), all 2.3% (1218/54013), soc 2.8% (58/2104), and 1 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
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)
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dataDataset changesenhancementNew feature or requestsiteHomepage and public site changes
2 participants
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Summary
mayankkumarpoddar/smartprix-mobiles-dataset)verified: falseSamaung Galaxy F70etoSamsung Galaxy F70eImport policy
verified: falseuntil manual/TechEngine verification.Verification
python -m app.validatePASSpython TechEngine\integrity_check.py data --strictPASSgit diff --check origin/main...HEADPASScd site && npm.cmd run buildPASSCloses #1