Correct storage-derived RAM values in device records

[Seungpyo1007]

Summary

Corrected 40 storage-derived RAM values across smartphones, tablets, and watches. Each change updates ram_gb, matching variant.memory.ram_gb when present, and adds the evidence URL to source_urls.

Suspects: 77 before → 37 after; corrected: 40; unresolved: 37. No PDA records met the implausibility filter.

Sample corrections

Record	Before (GB)	After (GB)	Evidence
data/smartphone/alcatel/2018/5v.json	32	3	Source
data/smartphone/apple/2018/watch-series-4.json	16	1.0	Source
data/smartphone/dell/2012/xps-10.json	64	2	Source
data/smartphone/motorola/2011/mt917.json	16	1	Source
data/smartphone/samsung/2010/i909-galaxy-s.json	16	0.5	Source
data/smartphone/t-mobile/2011/springboard.json	16	1	Source
data/tablet/vodafone/2013/smart-tab-iii-7/smart-tab-iii-7.json	16	1	Source
data/watch/xiaomi/2023/redmi-watch-4/xiaomi-redmi-watch-4-aitoolbuzz-13115-16gb-16gb-4g-lte.json	16	0.031	Source

Unresolved

The following records remain unchanged because a same-model sibling, Wikipedia article, or manufacturer specification did not clearly establish RAM:

• data/smartphone/dell/2011/streak-7-wi-fi.json — currently 16 GB
• data/smartphone/dell/2011/streak-7.json — currently 16 GB
• data/smartphone/lg/2011/optimus-big-lu6800.json — currently 16 GB
• data/smartphone/lg/2011/revolution.json — currently 16 GB
• data/smartphone/lg/2012/optimus-pad-lte.json — currently 32 GB
• data/smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-aitoolbuzz-5239-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/lg/2011/optimus-big-lu6800/lg-optimus-big-lu6800-allphones-4332-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/lg/2011/revolution/lg-revolution-aitoolbuzz-5326-16gb-16gb-4g-lte.json — currently 16 GB
• data/smartphone/lg/2011/revolution/lg-revolution-allphones-4313-16gb-16gb-4g-lte.json — currently 16 GB
• data/smartphone/samsung/2009/vodafone-360-h1.json — currently 16 GB
• data/smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani.json — currently 16 GB
• data/smartphone/samsung/2010/m190s-galaxy-s-hoppin.json — currently 16 GB
• data/smartphone/samsung/2011/galaxy-s-wifi-5-0.json — currently 16 GB
• data/smartphone/samsung/2011/w999.json — currently 16 GB
• data/smartphone/samsung/2012/galaxy-player-70-plus.json — currently 32 GB
• data/smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-aitoolbuzz-10363-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2009/vodafone-360-h1/samsung-vodafone-360-h1-allphones-7258-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2010/i9010-galaxy-s-giorgio-armani/samsung-i9010-galaxy-s-giorgio-armani-allphones-7341-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2010/m190s-galaxy-s-hoppin/samsung-m190s-galaxy-s-hoppin-aitoolbuzz-10123-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2010/m190s-galaxy-s-hoppin/samsung-m190s-galaxy-s-hoppin-allphones-7345-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2011/galaxy-s-wifi-5-0/samsung-galaxy-s-wifi-5-0-aitoolbuzz-9750-16gb-16gb-2g.json — currently 16 GB
• data/smartphone/samsung/2011/galaxy-s-wifi-5-0/samsung-galaxy-s-wifi-5-0-allphones-7365-16gb-16gb.json — currently 16 GB
• data/smartphone/samsung/2011/i9010-galaxy-s-giorgio-armani/samsung-i9010-galaxy-s-giorgio-armani-aitoolbuzz-10068-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/samsung/2011/w999/samsung-w999-allphones-6688-16gb-16gb-2g.json — currently 16 GB
• data/smartphone/samsung/2012/galaxy-player-70-plus/samsung-galaxy-player-70-plus-aitoolbuzz-9708-32gb-32gb-2g.json — currently 32 GB
• data/smartphone/samsung/2012/w999/samsung-w999-aitoolbuzz-10372-16gb-16gb-3g.json — currently 16 GB
• data/smartphone/vertu/2010/ascent-2010.json — currently 32 GB
• data/smartphone/vertu/2011/ascent-ferrari-gt.json — currently 32 GB
• data/smartphone/vertu/2013/constellation-2013.json — currently 32 GB
• data/smartphone/vodafone/2009/360-h1.json — currently 16 GB
• data/smartphone/vodafone/2018/360-h2.json — currently 16 GB
• data/tablet/lg/2012/optimus-pad-lte/lg-optimus-pad-lte-aitoolbuzz-5289-32gb-32gb-4g-lte.json — currently 32 GB
• data/tablet/lg/2012/optimus-pad-lte/lg-optimus-pad-lte-allphones-4362-32gb-32gb-4g-lte.json — currently 32 GB
• data/watch/huawei/2022/watch-gt-3-pro/huawei-watch-gt-3-pro-aitoolbuzz-3846-32gb-32gb-4g-lte.json — currently 32 GB
• data/watch/huawei/2023/watch-ultimate/huawei-watch-ultimate-aitoolbuzz-3854-32gb-32gb-4g-lte.json — currently 32 GB
• data/watch/huawei/2023/watch-ultimate-design/huawei-watch-ultimate-design-aitoolbuzz-3855-32gb-32gb-4g-lte.json — currently 32 GB
• data/watch/xiaomi/2024/watch-s4-sport/xiaomi-watch-s4-sport-aitoolbuzz-13133-32gb-32gb-4g-lte.json — currently 32 GB

Verification

PYTHONIOENCODING=utf-8 python -m app.validate passed. Structural diff audit confirmed only RAM fields and source_urls changed.

Refs #1

[TechEngineBot]

🔎 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

135 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" : 102
    "Yellow" : 33
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
soc	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨	9	2	7	0	22.2%
smartphone	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	46	25	21	0	54.3%
tablet	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	5	1	4	0	20.0%
watch	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	38	37	1	0	97.4%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	37	37	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨	135	102	33	0	75.6%

Full-dataset baseline

106356 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" : 24223
    "Yellow" : 81038
    "Red" : 1095

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2105	253	831	1021	12.0%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93407	17956	75383	68	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	292	3162	1	8.5%
watch	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	442	80	358	4	18.1%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2093	1274	819	0	60.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4507	4163	343	1	92.4%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	106356	24223	81038	1095	22.8%

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.}

[TechEngineBot]

TechEngine change review: PASS

• PR: Correct storage-derived RAM values in device records #281
• Ref: fix/ram-equals-storage
• Commit: b969985
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36134969006

Check	Result
python -m app.validate	PASS
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	0	0	0	0	0	0
smartphone	0	34	0	0	0	0
tablet	0	5	0	0	0	0
watch	0	1	0	0	0	0
pda	0	0	0	0	0	0
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

smartphone modified

• smartphone/alcatel/2018/5v.json - 5v
• smartphone/alcatel/2018/7.json - 7
• smartphone/apple/2018/watch-series-4-aluminum.json - Watch Series 4 Aluminum
• smartphone/apple/2018/watch-series-4.json - Watch Series 4
• smartphone/apple/2019/watch-edition-series-5.json - Watch Edition Series 5
• smartphone/apple/2019/watch-series-5-aluminum.json - Watch Series 5 Aluminum
• smartphone/apple/2019/watch-series-5.json - Watch Series 5
• smartphone/asus/2019/zenfone-live-l2.json - ZenFone Live (L2)
• smartphone/dell/2012/xps-10.json - XPS 10
• smartphone/gionee/2013/elife-e7-mini.json - Elife E7 Mini
• smartphone/lg/2011/jil-sander-mobile.json - Jil Sander Mobile
• smartphone/lg/2011/jil-sander-mobile/lg-jil-sander-mobile-aitoolbuzz-5040-16gb-16gb-3g.json - LG Jil Sander Mobile
• smartphone/lg/2011/jil-sander-mobile/lg-jil-sander-mobile-allphones-4348-16gb-16gb-3g.json - LG Jil Sander Mobile
• smartphone/lg/2018/q-stylo-4.json - Q Stylo 4
• smartphone/motorola/2011/mt917.json - MT917
• ... 19 more

tablet modified

• tablet/honor/2022/pad-x8-lite/honor-pad-x8-lite-aitoolbuzz-2983-32gb-32gb-4g-lte.json - Honor Pad X8 Lite
• tablet/honor/2022/pad-x8-lite/honor-pad-x8-lite-allphones-2850-32gb-32gb.json - Honor Pad X8 Lite
• tablet/t-mobile/2011/g-slate/g-slate.json - G-Slate
• tablet/vodafone/2013/smart-tab-iii-10-1/smart-tab-iii-10-1.json - Smart Tab III 10.1
• tablet/vodafone/2013/smart-tab-iii-7/smart-tab-iii-7.json - Smart Tab III 7

watch modified

• watch/xiaomi/2023/redmi-watch-4/xiaomi-redmi-watch-4-aitoolbuzz-13115-16gb-16gb-4g-lte.json - Xiaomi Redmi Watch 4

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: Correct storage-derived RAM values in device records #281
• Ref: fix/ram-equals-storage
• Commit: b969985
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36134969006

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2105	193	1912	0	2105	9.2%
smartphone	93407	17501	75906	0	93407	18.7%
tablet	3455	273	3182	0	3455	7.9%
watch	442	39	403	0	442	8.8%
pda	140	74	66	0	140	52.9%
gpu	2093	1028	1065	0	2093	49.1%
cpu	4507	2869	1638	0	4507	63.7%
all	106356	22099	84257	0	106356	20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3455), watch 8.8% (39/442), soc 9.2% (193/2105), smartphone 18.7% (17501/93407), all 20.8% (22099/106356), gpu 49.1% (1028/2093).
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=2093

Integrity section	Flagged lines
structural	20
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)	155
GPU cross-source ratio outliers + sanity	18