feat(data): add 1 smartphone from manufacturer Wikipedia pages

[Seungpyo1007]

Adds iPhone Duo, the only complete missing smartphone found after reconciling three live manufacturer Wikipedia pages against existing names, slugs and base-model variants.

Brand	Reported / reproduced gaps	Complete new models added	Absent models blocked by SoC FK
Apple	231	1	0
Google	8	0	4
Samsung	109	0	0
Total	348	1	4

Apple: 55 comparison-column models, 54 existing and Duo absent. The raw gaps comprise 208 non-model cells, 22 existing grouped/generation aliases, and Duo. Every added field is explicit in the source column: A20 Pro, 12 GB RAM, four storage options, 5400 mAh, 254 g and iOS 27.1. Its stated 2026-10-23 release date is future; the record uses verified: false, existing apple-a20-pro, and base_model_slug: iphone-duo. No optional specs or benchmarks were guessed.

Google: 26 table rows expand to 38 models, 34 existing and four absent Pixel 11 models. The eight raw gaps comprise three headers, two existing grouped names, and three labels representing those four models. All require Tensor G6, absent from curated SoCs; the source also lacks clear weights and has a Fold-model typo. None was added.

Samsung: the raw gaps are existing aliases/families or non-model/out-of-scope cells. Every model column in its 176-row timeline was separately checked. The timeline supplies names and month/year but no hardware specs or SoC, so it yields zero complete new rows. Unmatched source-only names remain candidates for better sources; this does not establish that the whole catalog is exhausted.

Expanded rowspan/colspan grids, read actual model columns, expanded slash groups, normalized punctuation, checked both directions and existing base-model variants, and hand-reviewed ambiguous siblings. Samples include SE generations, distinct Pro Max/Pro XL models, Beam i8530 = I8530 Galaxy Beam, Ace 2 x = Ace II X S7560M, Note Fan Edition = Note FE, and Z Fold SE = Z Fold Special Edition.

Sources: iPhone models, Pixel, Samsung Galaxy list. Live audit 2026-09-29; revisions 1377138205 / 1376853504 / 1376180026.

Validation: python -m app.validate and git diff --check passed. Added source fields, SoC FK, base model and verification flag agree with generated detail/score. Unique slugs, index and manifest agree at 93,408 smartphones / 93,408 scored. The final commit refreshes the smartphone dump through TechEngine serializers; existing detail pages are unchanged and new performance scores remain null.

Closes #295

[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.

12/12 categories ? 191,820 records ? diff base develop@85ff747

Changed records in this PR

1 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" : 1
    "Yellow" : 0
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
smartphone	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	1	1	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	1	1	0	0	100.0%

Full-dataset baseline

191820 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" : 32773
    "Yellow" : 157992
    "Red" : 1055

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥	2117	284	837	996	13.4%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93408	18004	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	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4512	4219	292	1	93.5%
laptop	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	1995	107	1888	0	5.4%
monitor	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	882	0	882	0	0.0%
software	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	42493	366	42127	0	0.9%
website	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	40084	7673	32411	0	19.1%
All	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	191820	32773	157992	1055	17.1%

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

12/12 categories ? 191,820 records ? diff base develop@85ff747

• PR: feat(data): add 1 smartphone from manufacturer Wikipedia pages #328
• Ref: Seungpyo1007/smartphone-wiki-recheck
• Commit: a9d0e84
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36520867089

Check	Result
python -m app.validate	PASS
Changed dump JSON and manifest/index counts	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	1	0	0	0	1	0
tablet	0	0	0	0	0	0
watch	0	0	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
laptop	0	0	0	0	0	0
monitor	0	0	0	0	0	0
software	0	0	0	0	0	0
website	0	0	0	0	0	0

Changed record examples

smartphone added

• smartphone/apple/2026/iphone-duo.json - iPhone Duo

Heuristic review

• Added records by manufacturer/brand: apple: 1
• Added records by source class: other: 1
• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

12/12 categories ? 191,820 records ? diff base develop@85ff747

• PR: feat(data): add 1 smartphone from manufacturer Wikipedia pages #328
• Ref: Seungpyo1007/smartphone-wiki-recheck
• Commit: a9d0e84
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36520867089

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	123	84	0	207	59.4%
soc	2117	284	1833	0	2117	13.4%
smartphone	93408	17581	75827	0	93408	18.8%
tablet	3459	288	3171	0	3459	8.3%
watch	447	94	353	0	447	21.0%
pda	140	74	66	0	140	52.9%
gpu	2076	1496	580	0	2076	72.1%
cpu	4512	4219	293	0	4512	93.5%
laptop	1995	105	1890	0	1995	5.3%
monitor	882	0	882	0	882	0.0%
software	42493	358	42135	0	42493	0.8%
website	40084	7635	32449	0	40084	19.0%
all	191820	32257	159563	0	191820	16.8%

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 13.4% (284/2117), all 16.8% (32257/191820), smartphone 18.8% (17581/93408), website 19.0% (7635/40084), 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

• 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=4512 GPU=2076

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)	132
GPU cross-source ratio outliers + sanity	51