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tools/pattern-id-backfill-report.json
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{
"generated_at": "2026-06-26T17:05:51.114Z",
"mode": "DRY-RUN (read-only; no Shopify call, no metafield write)",
"active_products": 74927,
"mfr_map_entries": 56500,
"used_mirror_mfr_column": false,
"counts": {
"distinct_pattern_ids": 63601,
"multi_colorway_groups": 3601,
"products_in_multi_groups": 14927,
"grid_rows_collapsed": 11326,
"pct_catalog_collapsed": "15.1%",
"avg_group_size": "1.18",
"huge_groups_gt60": 3
},
"key_source_breakdown": {
"via_mfr_root": 56163,
"via_t2_fallback": 18713,
"via_pattern_name_last_resort": 51,
"texture_flagged": 19265,
"no_image": 0
},
"texture_aware": {
"texture_flagged_products": 19265,
"texture_multi_colorway_groups": 1036,
"skip_gate_groups_mfr_root": 667,
"note": "texture exception relaxes the image gate ONLY for mfr_root-sourced groups (trust the root). texture T2 over-merges are routed to the local-vision bucket, NOT auto-trusted."
},
"image_confirm": {
"dhash_groups": 2565,
"dhash_products": 8701,
"local_vision_groups": 369,
"local_vision_products": 1751,
"note": "dHash bucket = non-texture multi-groups (pattern-image-verify.py, $0 local). local_vision bucket = texture multi-groups w/o a trusted mfr root (Ollama qwen2.5vl, $0). NEITHER run in dry-run."
},
"top_groups": [
{
"n": 95,
"vendor": "Versace",
"source": "t2_title",
"texture": true,
"pattern_id": "versace::t2::versace",
"eg": [
"Versace Wallcovering",
"Versace Wallcovering",
"Versace Wallcovering",
"Versace Wallcovering"
]
},
{
"n": 93,
"vendor": "Ultrasuede",
"source": "mfr_root",
"texture": true,
"pattern_id": "ultrasuede::mfr::5538",
"eg": [
"Ultrasuede™ Chamois Cream | Wallcovering & Fabric",
"Ultrasuede™ Fawn Brown | Wallcovering & Fabric",
"Ultrasuede™ Pewter Grey | Wallcovering & Fabric",
"Ultrasuede™ Tea Rose Pink | Wallcovering & Fabric"
]
},
{
"n": 64,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": false,
"pattern_id": "hollywood-wallcoverings::mfr::DY24",
"eg": [
"Faux Leaf Squares | Hollywood Wallcoverings",
"Faux Leaf Squares | Hollywood Wallcoverings",
"Faux Leaf Squares Wallcovering | Hollywood Wallcoverings",
"Faux Leaf Squares | Hollywood Wallcoverings"
]
},
{
"n": 47,
"vendor": "Designer Wallcoverings",
"source": "t2_title",
"texture": true,
"pattern_id": "designer-wallcoverings::t2::ellington acoustical goat hair wall surface material",
"eg": [
"Ellington Acoustical Goat Hair Wall Surface Material",
"Ellington Acoustical Goat Hair Wall Surface Material",
"Ellington Acoustical Goat Hair Wall Surface Material",
"Ellington Acoustical Goat Hair Wall Surface Material"
]
},
{
"n": 47,
"vendor": "Designer Wallcoverings",
"source": "pattern_name",
"texture": true,
"pattern_id": "designer-wallcoverings::pn::| dw bespoke studios",
"eg": [
"| DW Bespoke Studios",
"| DW Bespoke Studios",
"| DW Bespoke Studios",
"| DW Bespoke Studios"
]
},
{
"n": 45,
"vendor": "Phillipe Romano",
"source": "mfr_root",
"texture": true,
"pattern_id": "phillipe-romano::mfr::488",
"eg": [
"Decorator Grasscloth Vol. 2 | Phillipe Romano",
"Decorator Grasscloth Vol. 2 | Phillipe Romano",
"Decorator Grasscloth Vol. 2 | Phillipe Romano",
"Decorator Grasscloth Vol. 2 | Phillipe Romano"
]
},
{
"n": 44,
"vendor": "Koroseal",
"source": "mfr_root",
"texture": true,
"pattern_id": "koroseal::mfr::C521",
"eg": [
"Chimayo O'Keefe White - Beige Commercial Wallcovering | Koroseal",
"Chimayo Tierra Bayita - Beige Commercial Wallcovering | Koroseal",
"Chimayo Canyon Shadow - Beige Commercial Wallcovering | Koroseal",
"Chimayo Santa Fe - Beige Commercial Wallcovering | Koroseal"
]
},
{
"n": 36,
"vendor": "Brand McKenzie",
"source": "mfr_root",
"texture": true,
"pattern_id": "brand-mckenzie::mfr::BMTD001",
"eg": [
"The Green House Midnight Blue | Brand McKenzie",
"Tropical Forest Dark Green & Yellow - Sage Green Wallcovering | Brand McKenzie",
"Alpine Landscape Alpine Green - Jade Green Wallcovering | Brand McKenzie",
"Pampas Grass Cornflower Blue - Light Gray Wallcovering | Brand McKenzie"
]
},
{
"n": 35,
"vendor": "Brand McKenzie",
"source": "mfr_root",
"texture": true,
"pattern_id": "brand-mckenzie::mfr::BMHD002",
"eg": [
"Feather Palm Rose - Pale Pink Wallcovering | Brand McKenzie",
"Feather Palm Sky Blue | Brand McKenzie",
"Downtown Deco Pastel Blue Wallcovering | Brand McKenzie",
"The Great Damask Dusky Pink - Beige Wallcovering | Brand McKenzie"
]
},
{
"n": 35,
"vendor": "Brand McKenzie",
"source": "mfr_root",
"texture": true,
"pattern_id": "brand-mckenzie::mfr::BMCF003",
"eg": [
"Starry Clouds Green Sky - Light Blue Wallcovering | Brand McKenzie",
"Carousel Pink Wallcovering | Brand McKenzie",
"Starry Clouds Nightfall Wallcovering | Brand McKenzie",
"Fiesta Ruby & Green Wallcovering | Brand McKenzie"
]
},
{
"n": 34,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::PANAMA-LINEN-A121",
"eg": [
"Eatonville Faux Linen Durable | Hollywood Wallcoverings",
"Eatonville Faux Linen Durable | Hollywood Wallcoverings",
"Paddock Type II Vinyl | Hollywood Wallcoverings",
"Paddock Type II Vinyl | Hollywood Wallcoverings"
]
},
{
"n": 34,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::SOVELLE-L2-NV",
"eg": [
"Shubert Faux Rice Paper Durable | Hollywood Wallcoverings",
"Shubert Faux Rice Paper Durable | Hollywood Wallcoverings",
"Shubert Faux Rice Paper Durable | Hollywood Wallcoverings",
"Shubert Faux Rice Paper Durable | Hollywood Wallcoverings"
]
},
{
"n": 34,
"vendor": "Koroseal",
"source": "mfr_root",
"texture": true,
"pattern_id": "koroseal::mfr::LN21",
"eg": [
"Lino Lively Yellow - Mustard Yellow Commercial Wallcovering | Koroseal",
"Lino Socialite Brown - Burnt Sienna Commercial Wallcovering | Koroseal",
"Lino Hang Dry Gray - Light Gray Commercial Wallcovering | Koroseal",
"Lino Artisan Black - Charcoal Fabric | Koroseal"
]
},
{
"n": 32,
"vendor": "Newmor Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "newmor-wallcoverings::mfr::BST",
"eg": [
"Brushed Steel Commercial Wallcovering",
"Brushed Steel Commercial Wallcovering",
"Brushed Steel Commercial Wallcovering",
"Brushed Steel Commercial Wallcovering"
]
},
{
"n": 29,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::5021",
"eg": [
"Peter's Plastered | Hollywood Wallcoverings",
"Peter's Plastered | Hollywood Wallcoverings",
"Peter's Plastered | Hollywood Wallcoverings",
"Peter's Plastered | Hollywood Wallcoverings"
]
},
{
"n": 29,
"vendor": "Newmor Wallcoverings",
"source": "mfr_root",
"texture": false,
"pattern_id": "newmor-wallcoverings::mfr::DEL",
"eg": [
"Delano Commercial Wallcovering",
"Delano Commercial Wallcovering",
"Delano Commercial Wallcovering",
"Delano Commercial Wallcovering"
]
},
{
"n": 28,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::SILENCE-ASIL",
"eg": [
"Sidmouth Acoustical | Hollywood Wallcoverings",
"Sidmouth Acoustical | Hollywood Wallcoverings",
"Sidmouth Acoustical | Hollywood Wallcoverings",
"Sidmouth Acoustical | Hollywood Wallcoverings"
]
},
{
"n": 28,
"vendor": "Phillipe Romano",
"source": "t2_title",
"texture": true,
"pattern_id": "phillipe-romano::t2::luxuria memo sample",
"eg": [
"Luxuria Beige Memo Sample | Phillipe Romano",
"Luxuria Gray Memo Sample | Phillipe Romano",
"Luxuria Beige Memo Sample | Phillipe Romano",
"Luxuria Beige Memo Sample | Phillipe Romano"
]
},
{
"n": 27,
"vendor": "Newmor Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "newmor-wallcoverings::mfr::TEL",
"eg": [
"Tela II Commercial Wallcovering",
"Tela II Commercial Wallcovering",
"Tela II Commercial Wallcovering",
"Tela II Commercial Wallcovering"
]
},
{
"n": 27,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::BACCARAT-R2-BC",
"eg": [
"Vernon Durable | Hollywood Wallcoverings",
"Vernon Durable | Hollywood Wallcoverings",
"Vernon Durable | Hollywood Wallcoverings",
"Oxford Type II Vinyl | Hollywood Wallcoverings"
]
},
{
"n": 27,
"vendor": "Fentucci",
"source": "t2_title",
"texture": true,
"pattern_id": "fentucci::t2::fentucci texture",
"eg": [
"Fentucci Mural Texture Wallcovering",
"Fentucci Mural Texture Wallcovering",
"Fentucci Mural Texture Wallcovering",
"Fentucci Mural Texture Wallcovering"
]
},
{
"n": 26,
"vendor": "Glitter Walls",
"source": "t2_title",
"texture": false,
"pattern_id": "glitter-walls::t2::hollywood sequin",
"eg": [
"Hollywood Sequin - Silver | Glitter Walls",
"Hollywood Sequin - Silver | Glitter Walls",
"Hollywood Sequin - Pink | Glitter Walls",
"Hollywood Sequin - Gold | Glitter Walls"
]
},
{
"n": 26,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": true,
"pattern_id": "hollywood-wallcoverings::mfr::SURF-L2-SF",
"eg": [
"Hollywood Contemporary Coast | Hollywood Wallcoverings",
"Hollywood Contemporary Coast | Hollywood Wallcoverings",
"Hollywood Contemporary Coast | Hollywood Wallcoverings",
"Hollywood Contemporary Coast | Hollywood Wallcoverings"
]
},
{
"n": 26,
"vendor": "Koroseal",
"source": "mfr_root",
"texture": true,
"pattern_id": "koroseal::mfr::5021",
"eg": [
"Grande Aloe - Pale Green Commercial Wallcovering | Koroseal",
"Grande Tumbleweed - Light Tan Commercial Wallcovering | Koroseal",
"Grande Golden Harvest - Beige Commercial Wallcovering | Koroseal",
"Grande Cold Creek - Steel Blue Commercial Wallcovering | Koroseal"
]
},
{
"n": 26,
"vendor": "Newmor Wallcoverings",
"source": "mfr_root",
"texture": false,
"pattern_id": "newmor-wallcoverings::mfr::CAS",
"eg": [
"Cassina Commercial Wallcovering",
"Cassina Commercial Wallcovering",
"Cassina Commercial Wallcovering",
"Cassina Commercial Wallcovering"
]
}
],
"huge_groups_for_review": [
{
"n": 95,
"vendor": "Versace",
"source": "t2_title",
"texture": true,
"pattern_id": "versace::t2::versace",
"eg": [
"Versace Wallcovering",
"Versace Wallcovering",
"Versace Wallcovering",
"Versace Wallcovering"
]
},
{
"n": 93,
"vendor": "Ultrasuede",
"source": "mfr_root",
"texture": true,
"pattern_id": "ultrasuede::mfr::5538",
"eg": [
"Ultrasuede™ Chamois Cream | Wallcovering & Fabric",
"Ultrasuede™ Fawn Brown | Wallcovering & Fabric",
"Ultrasuede™ Pewter Grey | Wallcovering & Fabric",
"Ultrasuede™ Tea Rose Pink | Wallcovering & Fabric"
]
},
{
"n": 64,
"vendor": "Hollywood Wallcoverings",
"source": "mfr_root",
"texture": false,
"pattern_id": "hollywood-wallcoverings::mfr::DY24",
"eg": [
"Faux Leaf Squares | Hollywood Wallcoverings",
"Faux Leaf Squares | Hollywood Wallcoverings",
"Faux Leaf Squares Wallcovering | Hollywood Wallcoverings",
"Faux Leaf Squares | Hollywood Wallcoverings"
]
}
]
}