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fix(data): backfill Commons photos for 7 Wikipedia-cited smartphones - #317
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Ran the existing Wikipedia image backfill tool against every smartphone record that cites a Wikipedia article and still lacks image_url. Of 432 eligible records, only 7 had a freely licensed, model-matching Commons photo in their article infobox; the rest were rejected as logo/promo images, group shots, non-free licenses, or had no infobox image at all. Closes #296
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🔎 Data verification — Tier 0 (offline existence/trust)Scored by 12/12 categories ? 191,814 records ? diff base develop@48f5b11 Changed records in this PR7 record(s) assessed. %%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
title Verification bands — all records
"Green" : 5
"Yellow" : 2
"Red" : 0
Full-dataset baseline191814 record(s) assessed. %%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
title Verification bands — all records
"Green" : 32764
"Yellow" : 157995
"Red" : 1055
Hard violations (forced red):
green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to |
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TechEngine change review: PASS12/12 categories ? 191,814 records ? diff base develop@48f5b11
Changed data
Changed record examplessmartphone modified
Heuristic review
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Member
TechEngine validation stats: PASS12/12 categories ? 191,814 records ? diff base develop@48f5b11
Data summary
Warning Tracked verified coverage is below 50% for monitor 0.0% (0/882), software 0.8% (358/42493), laptop 5.3% (105/1995), tablet 8.3% (288/3459), soc 13.2% (280/2117), all 16.8% (32242/191814), smartphone 18.8% (17581/93407), website 19.0% (7635/40084), and 1 more. Validation notes
Key output:
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What & why
Ran the existing Wikipedia image backfill tool (
app/verify/wikipedia_image_backfill.py) against every smartphone record that cites a Wikipedia article and still lacksimage_url.Of 432 eligible records, only 7 had a freely licensed, model-matching Commons photo in their article's infobox:
The rest were rejected by the tool's existing filters: logo/promo/group images, non-free licenses, or no infobox image at all — nothing was guessed or force-matched.
Closes #296
Last commit is the static dump refresh (7 pages changed, matching the 7 records — confirms the dump stayed deterministic).