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scope to ACTIVE patterns only: default status='ACTIVE' in build-queue SIG + vendor-sweep enumerateSkus (STATUS_FILTER=all escape hatch); queue drops 20878 -> 2432, 0 Schumacher
dcd7c8fb1f8a69dba4cb04fbcf3d8c9a72ae348e · 2026-08-27 11:22:52 -0700 · Steve
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Files touched
M data/queue.jsonlM scripts/build-queue.mjsM scripts/vendor-sweep-analyze.mjs
Diff
commit dcd7c8fb1f8a69dba4cb04fbcf3d8c9a72ae348e
Author: Steve <steve@designerwallcoverings.com>
Date: Thu Aug 27 11:22:52 2026 -0700
scope to ACTIVE patterns only: default status='ACTIVE' in build-queue SIG + vendor-sweep enumerateSkus (STATUS_FILTER=all escape hatch); queue drops 20878 -> 2432, 0 Schumacher
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
data/queue.jsonl | 18446 -------------------------------------
scripts/build-queue.mjs | 10 +-
scripts/vendor-sweep-analyze.mjs | 5 +-
3 files changed, 13 insertions(+), 18448 deletions(-)
diff --git a/data/queue.jsonl b/data/queue.jsonl
index 36ed8bc..a3da74c 100644
--- a/data/queue.jsonl
+++ b/data/queue.jsonl
@@ -1,266 +1,8 @@
-{"dw_sku":"DWC-1001200","bad_mfr":"1001200","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001201","bad_mfr":"1001201","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001202","bad_mfr":"1001202","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001203","bad_mfr":"1001203","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001204","bad_mfr":"1001204","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001205","bad_mfr":"1001205","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001206","bad_mfr":"1001206","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001207","bad_mfr":"1001207","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001208","bad_mfr":"1001208","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-1001209","bad_mfr":"1001209","vendor":"1838 Wallcoverings","pattern_name":"Aurora","created_at":"2020-10-02T13:54:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DWC-1001210","bad_mfr":"1001210","vendor":"1838 Wallcoverings","pattern_name":"Avington","created_at":"2020-10-02T13:54:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DWC-1001211","bad_mfr":"1001211","vendor":"1838 Wallcoverings","pattern_name":"Brodworth","created_at":"2020-10-02T13:54:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DWC-1001212","bad_mfr":"1001212","vendor":"1838 Wallcoverings","pattern_name":"Broughton","created_at":"2020-10-02T13:54:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DWC-1001213","bad_mfr":"1001213","vendor":"1838 Wallcoverings","pattern_name":"Chatsworth","created_at":"2020-10-02T13:54:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DWC-1001214","bad_mfr":"1001214","vendor":"1838 Wallcoverings","pattern_name":"Harewood","created_at":"2020-10-02T13:54:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73500","bad_mfr":"73500","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73501","bad_mfr":"73501","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73502","bad_mfr":"73502","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73503","bad_mfr":"73503","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73504","bad_mfr":"73504","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73505","bad_mfr":"73505","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73506","bad_mfr":"73506","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73507","bad_mfr":"73507","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:09:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73509","bad_mfr":"73509","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73511","bad_mfr":"73511","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73512","bad_mfr":"73512","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73513","bad_mfr":"73513","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73514","bad_mfr":"73514","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73515","bad_mfr":"73515","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73516","bad_mfr":"73516","vendor":"Anna French","pattern_name":"Motas","created_at":"2018-09-30T01:10:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73523","bad_mfr":"73523","vendor":"Anna French","pattern_name":"Matiz","created_at":"2018-09-30T01:13:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73530","bad_mfr":"73530","vendor":"Anna French","pattern_name":"Matiz","created_at":"2018-09-30T01:14:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73531","bad_mfr":"73531","vendor":"Anna French","pattern_name":"Matiz","created_at":"2018-09-30T01:14:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73532","bad_mfr":"73532","vendor":"Anna French","pattern_name":"Matiz","created_at":"2018-09-30T01:14:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73533","bad_mfr":"73533","vendor":"Anna French","pattern_name":"Tatiana Trellis Lattice","created_at":"2018-09-30T01:14:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73534","bad_mfr":"73534","vendor":"Anna French","pattern_name":"Tatiana Trellis Lattice","created_at":"2018-09-30T01:14:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73535","bad_mfr":"73535","vendor":"Anna French","pattern_name":"Tatiana Trellis Lattice","created_at":"2018-09-30T01:14:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73539","bad_mfr":"73539","vendor":"Anna French","pattern_name":"Falling Willows","created_at":"2018-09-30T01:15:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73543","bad_mfr":"73543","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:15:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73545","bad_mfr":"73545","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:15:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73547","bad_mfr":"73547","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:15:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73548","bad_mfr":"73548","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:16:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73549","bad_mfr":"73549","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:16:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73550","bad_mfr":"73550","vendor":"Anna French","pattern_name":"Sombra","created_at":"2018-09-30T01:16:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73552","bad_mfr":"73552","vendor":"Anna French","pattern_name":"Regal Chevron","created_at":"2018-09-30T01:16:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73554","bad_mfr":"73554","vendor":"Anna French","pattern_name":"Regal Chevron","created_at":"2018-09-30T01:16:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73555","bad_mfr":"73555","vendor":"Anna French","pattern_name":"Paulie's Parrots","created_at":"2018-09-30T01:16:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73560","bad_mfr":"73560","vendor":"Anna French","pattern_name":"Cupula","created_at":"2018-09-30T01:17:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73561","bad_mfr":"73561","vendor":"Anna French","pattern_name":"Cupula","created_at":"2018-09-30T01:17:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73562","bad_mfr":"73562","vendor":"Anna French","pattern_name":"Cupula","created_at":"2018-09-30T01:17:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73563","bad_mfr":"73563","vendor":"Anna French","pattern_name":"Cupula","created_at":"2018-09-30T01:17:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73565","bad_mfr":"73565","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:17:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73566","bad_mfr":"73566","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:17:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73567","bad_mfr":"73567","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:17:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73568","bad_mfr":"73568","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:17:56Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73569","bad_mfr":"73569","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:18:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73570","bad_mfr":"73570","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:18:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73571","bad_mfr":"73571","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:18:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73572","bad_mfr":"73572","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:18:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73574","bad_mfr":"73574","vendor":"Anna French","pattern_name":"Hirohama Floral Leaves","created_at":"2018-09-30T01:18:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73580","bad_mfr":"73580","vendor":"Anna French","pattern_name":"William's Willow Branches","created_at":"2018-09-30T01:19:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73581","bad_mfr":"73581","vendor":"Anna French","pattern_name":"William's Willow Branches","created_at":"2018-09-30T01:19:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73582","bad_mfr":"73582","vendor":"Anna French","pattern_name":"William's Willow Branches","created_at":"2018-09-30T01:19:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73583","bad_mfr":"73583","vendor":"Anna French","pattern_name":"William's Willow Branches","created_at":"2018-09-30T01:19:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73593","bad_mfr":"73593","vendor":"Anna French","pattern_name":"Gingko Elegante Leaf","created_at":"2018-09-30T01:20:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73594","bad_mfr":"73594","vendor":"Anna French","pattern_name":"Gingko Elegante Leaf","created_at":"2018-09-30T01:20:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73597","bad_mfr":"73597","vendor":"Anna French","pattern_name":"Hiyacinth Harlequin Diamond","created_at":"2018-09-30T01:20:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73598","bad_mfr":"73598","vendor":"Anna French","pattern_name":"Hiyacinth Harlequin Diamond","created_at":"2018-09-30T01:20:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73607","bad_mfr":"73607","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:21:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73608","bad_mfr":"73608","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:21:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73609","bad_mfr":"73609","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:21:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73610","bad_mfr":"73610","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:22:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73611","bad_mfr":"73611","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:22:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73612","bad_mfr":"73612","vendor":"Anna French","pattern_name":"Piza Pussy Willows","created_at":"2018-09-30T01:22:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73613","bad_mfr":"73613","vendor":"Anna French","pattern_name":"Cynthia's Chinese Lanterns","created_at":"2018-09-30T01:22:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73614","bad_mfr":"73614","vendor":"Anna French","pattern_name":"Cynthia's Chinese Lanterns","created_at":"2018-09-30T01:22:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73615","bad_mfr":"73615","vendor":"Anna French","pattern_name":"Cynthia's Chinese Lanterns","created_at":"2018-09-30T01:22:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73616","bad_mfr":"73616","vendor":"Anna French","pattern_name":"Cynthia's Chinese Lanterns","created_at":"2018-09-30T01:22:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73625","bad_mfr":"73625","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73626","bad_mfr":"73626","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73627","bad_mfr":"73627","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73628","bad_mfr":"73628","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73629","bad_mfr":"73629","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73630","bad_mfr":"73630","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:23:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73631","bad_mfr":"73631","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:24:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73632","bad_mfr":"73632","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:24:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73633","bad_mfr":"73633","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:24:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73634","bad_mfr":"73634","vendor":"Anna French","pattern_name":"Samantha's Striated Stripe","created_at":"2018-09-30T01:24:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ROP-73635","bad_mfr":"73635","vendor":"Anna French","pattern_name":"Infatuation With Flowers","created_at":"2018-09-30T01:24:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"CASA-93322","bad_mfr":"93322","vendor":"Armani Casa","pattern_name":"Himalaya Geometric Raffia","created_at":"2019-08-09T09:07:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-Arte-38240","bad_mfr":"38240","vendor":"Arte","pattern_name":"","created_at":"2019-11-14T23:47:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWC-Arte-40313","bad_mfr":"40313","vendor":"Arte","pattern_name":"","created_at":"2019-11-14T22:38:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"RTE-50215","bad_mfr":"50215","vendor":"Arte International","pattern_name":"Crane Flight Green Black (RTE-50215)","created_at":"2025-02-12T16:23:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"RTE-50232","bad_mfr":"50232","vendor":"Arte International","pattern_name":"Blooming Pineapple Cardinal (RTE-50232)","created_at":"2025-02-12T16:25:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"RTE-50233","bad_mfr":"50233","vendor":"Arte International","pattern_name":"Blooming Pineapple Autumn (RTE-50233)","created_at":"2025-02-12T16:25:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"AMA-52501","bad_mfr":"52501","vendor":"British Walls","pattern_name":"Going to the Library","created_at":"2018-09-30T00:34:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"AMA-52507","bad_mfr":"52507","vendor":"British Walls","pattern_name":"Wood Stumps","created_at":"2018-09-30T00:35:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"BGA-47908","bad_mfr":"47908","vendor":"British Walls","pattern_name":"All Star Fabric","created_at":"2018-09-30T11:46:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"BGA-47911","bad_mfr":"47911","vendor":"British Walls","pattern_name":"All Star Wallcovering","created_at":"2018-09-30T11:47:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -274,7 +16,6 @@
{"dw_sku":"BGA-47984","bad_mfr":"47984","vendor":"British Walls","pattern_name":"Deer Damask Fabric","created_at":"2018-09-30T11:56:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42807","bad_mfr":"42807","vendor":"British Walls","pattern_name":"Ala Messina","created_at":"2018-09-30T14:38:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42810","bad_mfr":"42810","vendor":"British Walls","pattern_name":"Ala Padua","created_at":"2018-09-30T14:38:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42820","bad_mfr":"42820","vendor":"British Walls","pattern_name":"Ala Pescara","created_at":"2018-09-30T14:38:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42822","bad_mfr":"42822","vendor":"British Walls","pattern_name":"Ala Prato","created_at":"2018-09-30T14:39:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42825","bad_mfr":"42825","vendor":"British Walls","pattern_name":"Ala Reggio","created_at":"2018-09-30T14:39:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42827","bad_mfr":"42827","vendor":"British Walls","pattern_name":"Ala Rimimi","created_at":"2018-09-30T14:39:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -282,118 +23,22 @@
{"dw_sku":"ELE-42832","bad_mfr":"42832","vendor":"British Walls","pattern_name":"Ala Perugia","created_at":"2018-09-30T14:39:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42836","bad_mfr":"42836","vendor":"British Walls","pattern_name":"Ala Taranto","created_at":"2018-09-30T14:39:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42840","bad_mfr":"42840","vendor":"British Walls","pattern_name":"Ala Ferrara","created_at":"2018-09-30T14:40:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42841","bad_mfr":"42841","vendor":"British Walls","pattern_name":"Ala Monza","created_at":"2018-09-30T14:40:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44522","bad_mfr":"44522","vendor":"British Walls","pattern_name":"Place de Concorde","created_at":"2018-09-30T11:16:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44523","bad_mfr":"44523","vendor":"British Walls","pattern_name":"Place de Concorde","created_at":"2018-09-30T11:16:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44528","bad_mfr":"44528","vendor":"British Walls","pattern_name":"Place de Concorde","created_at":"2018-09-30T11:17:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44537","bad_mfr":"44537","vendor":"British Walls","pattern_name":"Place de Concorde","created_at":"2018-09-30T11:18:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44540","bad_mfr":"44540","vendor":"British Walls","pattern_name":"Place Vendome","created_at":"2018-09-30T11:18:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERE-44541","bad_mfr":"44541","vendor":"British Walls","pattern_name":"Place Dauphine","created_at":"2018-09-30T11:18:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44546","bad_mfr":"44546","vendor":"British Walls","pattern_name":"Place Dauphine","created_at":"2018-09-30T11:18:56Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44562","bad_mfr":"44562","vendor":"British Walls","pattern_name":"Chateau de Breteauil","created_at":"2018-09-30T11:20:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44580","bad_mfr":"44580","vendor":"British Walls","pattern_name":"Maison Lafitte","created_at":"2018-09-30T11:22:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERE-44581","bad_mfr":"44581","vendor":"British Walls","pattern_name":"Maison Lafitte Tile Print","created_at":"2018-09-30T11:22:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"ERE-44588","bad_mfr":"44588","vendor":"British Walls","pattern_name":"Maison Mira","created_at":"2018-09-30T11:23:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"ERE-44623","bad_mfr":"44623","vendor":"British Walls","pattern_name":"Saint Conde","created_at":"2018-09-30T11:28:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44624","bad_mfr":"44624","vendor":"British Walls","pattern_name":"Saint Conde","created_at":"2018-09-30T11:28:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44632","bad_mfr":"44632","vendor":"British Walls","pattern_name":"Saint Croix Wall Panel","created_at":"2018-09-30T11:29:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44633","bad_mfr":"44633","vendor":"British Walls","pattern_name":"Saint Croix Wall Panel","created_at":"2018-09-30T11:29:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERE-44634","bad_mfr":"44634","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:29:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44635","bad_mfr":"44635","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:29:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44636","bad_mfr":"44636","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:30:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44637","bad_mfr":"44637","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:30:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44638","bad_mfr":"44638","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:30:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44639","bad_mfr":"44639","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:30:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44640","bad_mfr":"44640","vendor":"British Walls","pattern_name":"Lucerne Classic","created_at":"2018-09-30T11:30:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERE-44641","bad_mfr":"44641","vendor":"British Walls","pattern_name":"Geneva","created_at":"2018-09-30T11:30:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44642","bad_mfr":"44642","vendor":"British Walls","pattern_name":"European Classic","created_at":"2018-09-30T11:30:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERE-44643","bad_mfr":"44643","vendor":"British Walls","pattern_name":"Geneva","created_at":"2018-09-30T11:30:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44644","bad_mfr":"44644","vendor":"British Walls","pattern_name":"Geneva","created_at":"2018-09-30T11:30:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44645","bad_mfr":"44645","vendor":"British Walls","pattern_name":"Geneva","created_at":"2018-09-30T11:30:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44646","bad_mfr":"44646","vendor":"British Walls","pattern_name":"Geneva","created_at":"2018-09-30T11:31:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44647","bad_mfr":"44647","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44648","bad_mfr":"44648","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44649","bad_mfr":"44649","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44650","bad_mfr":"44650","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44651","bad_mfr":"44651","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44652","bad_mfr":"44652","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44653","bad_mfr":"44653","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44654","bad_mfr":"44654","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:31:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44655","bad_mfr":"44655","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:32:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERE-44656","bad_mfr":"44656","vendor":"British Walls","pattern_name":"Saint Winterthur","created_at":"2018-09-30T11:32:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43001","bad_mfr":"43001","vendor":"British Walls","pattern_name":"Leonardo's Landscape Wallcoverings","created_at":"2018-09-30T14:19:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43002","bad_mfr":"43002","vendor":"British Walls","pattern_name":"Leonardo's Landscape Wallcoverings","created_at":"2018-09-30T14:19:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43005","bad_mfr":"43005","vendor":"British Walls","pattern_name":"Luciano Damask","created_at":"2018-09-30T14:19:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -405,15 +50,10 @@
{"dw_sku":"ERU-43045","bad_mfr":"43045","vendor":"British Walls","pattern_name":"Diamando Star Trellis Lattice","created_at":"2018-09-30T14:23:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43055","bad_mfr":"43055","vendor":"British Walls","pattern_name":"Chinese Festival","created_at":"2018-09-30T14:24:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43056","bad_mfr":"43056","vendor":"British Walls","pattern_name":"Amato Asian Fret Trellis Lattice","created_at":"2018-09-30T14:24:56Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43057","bad_mfr":"43057","vendor":"British Walls","pattern_name":"Amato Asian Fret Trellis Lattice","created_at":"2018-09-30T14:25:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43058","bad_mfr":"43058","vendor":"British Walls","pattern_name":"Amato Asian Fret Trellis Lattice","created_at":"2018-09-30T14:25:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43061","bad_mfr":"43061","vendor":"British Walls","pattern_name":"Amato Asian Fret Trellis Lattice","created_at":"2018-09-30T14:25:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43062","bad_mfr":"43062","vendor":"British Walls","pattern_name":"Amato Asian Fret Trellis Lattice","created_at":"2018-09-30T14:25:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43064","bad_mfr":"43064","vendor":"British Walls","pattern_name":"Fresh Bouquet Garland Stripe","created_at":"2018-09-30T14:25:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43065","bad_mfr":"43065","vendor":"British Walls","pattern_name":"Fresh Bouquet Garland Stripe","created_at":"2018-09-30T14:25:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43066","bad_mfr":"43066","vendor":"British Walls","pattern_name":"Fresh Bouquet Garland Stripe","created_at":"2018-09-30T14:26:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43067","bad_mfr":"43067","vendor":"British Walls","pattern_name":"Fresh Bouquet Garland Stripe","created_at":"2018-09-30T14:26:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43068","bad_mfr":"43068","vendor":"British Walls","pattern_name":"Holographic Retro Reflections","created_at":"2018-09-30T14:26:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43096","bad_mfr":"43096","vendor":"British Walls","pattern_name":"Orieantal Blossoms","created_at":"2018-09-30T14:31:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43097","bad_mfr":"43097","vendor":"British Walls","pattern_name":"Bonita Butterfly","created_at":"2018-09-30T14:31:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43098","bad_mfr":"43098","vendor":"British Walls","pattern_name":"Benini Birds and Flower","created_at":"2018-09-30T14:31:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -425,12 +65,9 @@
{"dw_sku":"ERU-43110","bad_mfr":"43110","vendor":"British Walls","pattern_name":"Dragon's Fly","created_at":"2018-09-30T14:32:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43111","bad_mfr":"43111","vendor":"British Walls","pattern_name":"Dragon's Fly","created_at":"2018-09-30T14:33:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43114","bad_mfr":"43114","vendor":"British Walls","pattern_name":"Anoranda Animal Kingdom","created_at":"2018-09-30T14:33:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43115","bad_mfr":"43115","vendor":"British Walls","pattern_name":"Turkey Seascape","created_at":"2018-09-30T14:33:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43116","bad_mfr":"43116","vendor":"British Walls","pattern_name":"Turkey Seascape","created_at":"2018-09-30T14:33:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43117","bad_mfr":"43117","vendor":"British Walls","pattern_name":"Turkey Seascape","created_at":"2018-09-30T14:33:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43118","bad_mfr":"43118","vendor":"British Walls","pattern_name":"Turkey Seascape","created_at":"2018-09-30T14:33:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43119","bad_mfr":"43119","vendor":"British Walls","pattern_name":"Leepin Leopard Glassbeaded","created_at":"2018-09-30T14:34:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43120","bad_mfr":"43120","vendor":"British Walls","pattern_name":"Leepin Leopard Glassbeaded","created_at":"2018-09-30T14:34:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43121","bad_mfr":"43121","vendor":"British Walls","pattern_name":"Leepin Leopard Glassbeaded","created_at":"2018-09-30T14:34:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43122","bad_mfr":"43122","vendor":"British Walls","pattern_name":"Exotica Flamingo","created_at":"2018-09-30T14:34:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43123","bad_mfr":"43123","vendor":"British Walls","pattern_name":"Exotica Flamingo","created_at":"2018-09-30T14:34:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -443,7 +80,6 @@
{"dw_sku":"ERU-43138","bad_mfr":"43138","vendor":"British Walls","pattern_name":"Iliad Ikat","created_at":"2018-09-30T14:36:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43139","bad_mfr":"43139","vendor":"British Walls","pattern_name":"Iliad Ikat","created_at":"2018-09-30T14:36:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43140","bad_mfr":"43140","vendor":"British Walls","pattern_name":"Iliad Ikat","created_at":"2018-09-30T14:36:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ERU-43141","bad_mfr":"43141","vendor":"British Walls","pattern_name":"Iliad Ikat","created_at":"2018-09-30T14:36:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43142","bad_mfr":"43142","vendor":"British Walls","pattern_name":"Leopold Leopard Peacock","created_at":"2018-09-30T14:37:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43143","bad_mfr":"43143","vendor":"British Walls","pattern_name":"Leopold Leopard Peacock","created_at":"2018-09-30T14:37:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ERU-43144","bad_mfr":"43144","vendor":"British Walls","pattern_name":"Leopold Leopard Peacock","created_at":"2018-09-30T14:37:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -464,479 +100,6 @@
{"dw_sku":"JTA-48230","bad_mfr":"48230","vendor":"British Walls","pattern_name":"Avanguard Belgrade","created_at":"2018-09-30T12:26:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"JTA-48231","bad_mfr":"48231","vendor":"British Walls","pattern_name":"Camouflage Wallcovering","created_at":"2018-09-30T12:26:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"POP-14127","bad_mfr":"14127","vendor":"British Walls","pattern_name":"Edwin Collins Owls Architectural","created_at":"2018-09-29T17:46:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ZOO-290099","bad_mfr":"290099","vendor":"British Walls","pattern_name":"Classic Cricket Wallcovering","created_at":"2018-09-30T15:45:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ZOO-290159","bad_mfr":"290159","vendor":"British Walls","pattern_name":"Tennis Toupe","created_at":"2018-09-30T15:45:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ZOO-290219","bad_mfr":"290219","vendor":"British Walls","pattern_name":"Classic Cricket Wallcovering","created_at":"2018-09-30T15:46:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ZOO-290239","bad_mfr":"290239","vendor":"British Walls","pattern_name":"Penguine Party","created_at":"2018-09-30T15:46:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805002-SAMPLE","bad_mfr":"805002","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Oatmeal","created_at":"2021-11-10T18:25:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805003-SAMPLE","bad_mfr":"805003","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Taupe","created_at":"2021-11-10T18:25:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805004-SAMPLE","bad_mfr":"805004","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Onyx","created_at":"2021-11-10T18:25:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805005-SAMPLE","bad_mfr":"805005","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Oyster","created_at":"2021-11-10T18:25:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805006-SAMPLE","bad_mfr":"805006","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Ash","created_at":"2021-11-10T18:25:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805007-SAMPLE","bad_mfr":"805007","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Sky","created_at":"2021-11-10T18:25:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805008-SAMPLE","bad_mfr":"805008","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Peacock","created_at":"2021-11-10T18:25:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805009-SAMPLE","bad_mfr":"805009","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Pebble","created_at":"2021-11-10T18:25:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805010-SAMPLE","bad_mfr":"805010","vendor":"Carlisle & Co. Walls","pattern_name":"Atmosphere Mint Julep","created_at":"2021-11-10T19:05:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805011-SAMPLE","bad_mfr":"805011","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Sandstone","created_at":"2021-11-10T18:25:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805012-SAMPLE","bad_mfr":"805012","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Wicker","created_at":"2021-11-10T18:26:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805013-SAMPLE","bad_mfr":"805013","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Straw","created_at":"2021-11-10T18:26:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805014-SAMPLE","bad_mfr":"805014","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Sage","created_at":"2021-11-10T18:26:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805015-SAMPLE","bad_mfr":"805015","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Biscotti","created_at":"2021-11-10T18:26:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805016-SAMPLE","bad_mfr":"805016","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Teal","created_at":"2021-11-10T18:26:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805017-SAMPLE","bad_mfr":"805017","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Ash","created_at":"2021-11-10T18:26:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805018-SAMPLE","bad_mfr":"805018","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Glacier","created_at":"2021-11-10T18:26:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805019-SAMPLE","bad_mfr":"805019","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Sky","created_at":"2021-11-10T18:26:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805020-SAMPLE","bad_mfr":"805020","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Cinnamon","created_at":"2021-11-10T18:26:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWCC-805021-SAMPLE","bad_mfr":"805021","vendor":"Carlisle & Co. Walls","pattern_name":"Abaca Horizon Twilight","created_at":"2021-11-10T17:49:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -968,7 +131,6 @@
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@@ -991,93 +153,8 @@
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@@ -1087,100 +164,14 @@
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{"dw_sku":"FAB-53605","bad_mfr":"53605","vendor":"Designer Wallcoverings","pattern_name":"Beverly Drive Palm Leaf","created_at":"2018-09-30T00:39:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FAB-53606","bad_mfr":"53606","vendor":"Designer Wallcoverings","pattern_name":"Beverly Drive Palm Leaf","created_at":"2018-09-30T00:39:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FAB-53607","bad_mfr":"53607","vendor":"Designer Wallcoverings","pattern_name":"Beverly Drive Palm Leaf","created_at":"2018-09-30T00:40:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FAB-53608","bad_mfr":"53608","vendor":"Designer Wallcoverings","pattern_name":"Beverly Drive Palm Leaf","created_at":"2018-09-30T00:40:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FAB-53609","bad_mfr":"53609","vendor":"Designer Wallcoverings","pattern_name":"Marblelicious","created_at":"2018-09-30T00:40:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1190,31 +181,14 @@
{"dw_sku":"FAB-53613","bad_mfr":"53613","vendor":"Designer Wallcoverings","pattern_name":"Marblelicious","created_at":"2018-09-30T00:40:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FAB-53614","bad_mfr":"53614","vendor":"Designer Wallcoverings","pattern_name":"Marblelicious","created_at":"2018-09-30T00:40:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FAB-53615","bad_mfr":"53615","vendor":"Designer Wallcoverings","pattern_name":"Marblelicious","created_at":"2018-09-30T00:41:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FAB-65000","bad_mfr":"65000","vendor":"Designer Wallcoverings","pattern_name":"Leah's Linen Casement Drapery","created_at":"2018-09-29T17:46:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42000","bad_mfr":"42000","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:20:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42001","bad_mfr":"42001","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:20:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"FMOH-42005","bad_mfr":"42005","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"FMOH-42007","bad_mfr":"42007","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42008","bad_mfr":"42008","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"FMOH-42011","bad_mfr":"42011","vendor":"Designer Wallcoverings","pattern_name":"Java Expedition Jungle Tropical Wallcovering","created_at":"2018-09-29T17:21:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42012","bad_mfr":"42012","vendor":"Designer Wallcoverings","pattern_name":"Java Expedition Jungle Tropical Wallcovering","created_at":"2018-09-29T17:21:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"FMOH-42015","bad_mfr":"42015","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"FMOH-42017","bad_mfr":"42017","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42018","bad_mfr":"42018","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:21:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42019","bad_mfr":"42019","vendor":"Designer Wallcoverings","pattern_name":"Mona","created_at":"2018-09-29T17:22:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42020","bad_mfr":"42020","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42021","bad_mfr":"42021","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42022","bad_mfr":"42022","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42023","bad_mfr":"42023","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42024","bad_mfr":"42024","vendor":"Designer Wallcoverings","pattern_name":"Mona","created_at":"2018-09-29T17:22:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42025","bad_mfr":"42025","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42026","bad_mfr":"42026","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1222,7 +196,6 @@
{"dw_sku":"FMOH-42028","bad_mfr":"42028","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42029","bad_mfr":"42029","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:22:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42030","bad_mfr":"42030","vendor":"Designer Wallcoverings","pattern_name":"Hive Wood Geometric Wallcovering","created_at":"2018-09-29T17:22:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FMOH-42031","bad_mfr":"42031","vendor":"Designer Wallcoverings","pattern_name":"Hive Wood Geometric Wallcovering","created_at":"2018-09-29T17:22:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42032","bad_mfr":"42032","vendor":"Designer Wallcoverings","pattern_name":"Hive Wood Geometric Taupe Grey Wallcovering","created_at":"2018-09-29T17:22:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42033","bad_mfr":"42033","vendor":"Designer Wallcoverings","pattern_name":"Hive Wood Geometric White Wallcovering","created_at":"2018-09-29T17:22:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42034","bad_mfr":"42034","vendor":"Designer Wallcoverings","pattern_name":"Hive Wood Geometric Wallcovering","created_at":"2018-09-29T17:23:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1273,7 +246,6 @@
{"dw_sku":"FMOH-42079","bad_mfr":"42079","vendor":"Designer Wallcoverings","pattern_name":"Scope","created_at":"2018-09-29T17:28:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42080","bad_mfr":"42080","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:28:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42081","bad_mfr":"42081","vendor":"Designer Wallcoverings","pattern_name":"Scope","created_at":"2018-09-29T17:28:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"FMOH-42083","bad_mfr":"42083","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:28:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42084","bad_mfr":"42084","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:28:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FMOH-42085","bad_mfr":"42085","vendor":"Designer Wallcoverings","pattern_name":"Ralph Mohair Velvet From Netherlands, Holland","created_at":"2018-09-29T17:28:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1325,14 +297,8 @@
{"dw_sku":"FUN-49176","bad_mfr":"49176","vendor":"Designer Wallcoverings","pattern_name":"Whale of a Time","created_at":"2018-09-29T22:51:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FUN-49178","bad_mfr":"49178","vendor":"Designer Wallcoverings","pattern_name":"Whale of a Time","created_at":"2018-09-29T22:51:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FUN-49179","bad_mfr":"49179","vendor":"Designer Wallcoverings","pattern_name":"Whale of a Time","created_at":"2018-09-29T22:51:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FWA-72751","bad_mfr":"72751","vendor":"Designer Wallcoverings","pattern_name":"Line","created_at":"2018-09-30T01:34:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FWA-72756","bad_mfr":"72756","vendor":"Designer Wallcoverings","pattern_name":"Pleated Geometric","created_at":"2018-09-30T01:34:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FWA-72759","bad_mfr":"72759","vendor":"Designer Wallcoverings","pattern_name":"Pleated Panels","created_at":"2018-09-30T01:34:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FWA-72760","bad_mfr":"72760","vendor":"Designer Wallcoverings","pattern_name":"Pleated Panels","created_at":"2018-09-30T01:34:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"FWA-72761","bad_mfr":"72761","vendor":"Designer Wallcoverings","pattern_name":"Pleated Panels","created_at":"2018-09-30T01:35:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"FWA-72762","bad_mfr":"72762","vendor":"Designer Wallcoverings","pattern_name":"Pleated Panels","created_at":"2018-09-30T01:35:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"GRP-74000","bad_mfr":"74000","vendor":"Designer Wallcoverings","pattern_name":"Shanghai Chinoiserie Grasscoth Print","created_at":"2018-09-29T17:15:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"GRP-74000","bad_mfr":"74000","vendor":"Designer Wallcoverings","pattern_name":"Shanghai Chinoiserie Grasscoth Print","created_at":"2018-09-29T17:15:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRS-39700","bad_mfr":"39700","vendor":"Designer Wallcoverings","pattern_name":"Kioshiba Luxury Grasscloth","created_at":"2018-09-29T22:30:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRS-43000","bad_mfr":"43000","vendor":"Designer Wallcoverings","pattern_name":"Cabana Grass Woven","created_at":"2018-09-29T19:35:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRS-43007","bad_mfr":"43007","vendor":"Designer Wallcoverings","pattern_name":"Haiti Horizontal Woven","created_at":"2018-09-29T19:35:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1391,7 +357,6 @@
{"dw_sku":"HAND-12066","bad_mfr":"12066","vendor":"Designer Wallcoverings","pattern_name":"Regal Trellis","created_at":"2018-09-29T21:06:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-12067","bad_mfr":"12067","vendor":"Designer Wallcoverings","pattern_name":"Regal Trellis","created_at":"2018-09-29T21:06:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50001","bad_mfr":"50001","vendor":"Designer Wallcoverings","pattern_name":"Love Lounge Circle Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T20:56:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50002","bad_mfr":"50002","vendor":"Designer Wallcoverings","pattern_name":"Coti Fire Orange (RTE-50002)","created_at":"2018-09-29T20:57:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50003","bad_mfr":"50003","vendor":"Designer Wallcoverings","pattern_name":"Coti Shadow (RTE-50003)","created_at":"2018-09-29T20:57:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50004","bad_mfr":"50004","vendor":"Designer Wallcoverings","pattern_name":"Coti Chocolate (RTE-50004)","created_at":"2018-09-29T20:57:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50005","bad_mfr":"50005","vendor":"Designer Wallcoverings","pattern_name":"Coti Antique Mauve (RTE-50005)","created_at":"2018-09-29T20:57:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1417,29 +382,13 @@
{"dw_sku":"HAND-50207","bad_mfr":"50207","vendor":"Designer Wallcoverings","pattern_name":"Cornice Capiz Shells Sandstone (RTE-50207)","created_at":"2018-09-29T21:01:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50208","bad_mfr":"50208","vendor":"Designer Wallcoverings","pattern_name":"Cornice Capiz Shells Garnet (RTE-50208)","created_at":"2018-09-29T21:01:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HAND-50209","bad_mfr":"50209","vendor":"Designer Wallcoverings","pattern_name":"Abalone Capiz Shells Pearl (RTE-50209)","created_at":"2018-09-29T21:01:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50501","bad_mfr":"50501","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50502","bad_mfr":"50502","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50503","bad_mfr":"50503","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50504","bad_mfr":"50504","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50505","bad_mfr":"50505","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50506","bad_mfr":"50506","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50507","bad_mfr":"50507","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50508","bad_mfr":"50508","vendor":"Designer Wallcoverings","pattern_name":"Wavy 3d Spheres Hand Crafted Walls By Bella Nueva","created_at":"2018-09-29T21:03:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HAND-50509","bad_mfr":"50509","vendor":"Designer Wallcoverings","pattern_name":"","created_at":"2018-09-29T21:03:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37900","bad_mfr":"37900","vendor":"Designer Wallcoverings","pattern_name":"Buckingham Flower Stripe","created_at":"2018-09-29T21:13:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37901","bad_mfr":"37901","vendor":"Designer Wallcoverings","pattern_name":"Buckingham Flower Stripe","created_at":"2018-09-29T21:13:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37902","bad_mfr":"37902","vendor":"Designer Wallcoverings","pattern_name":"Buckingham Flower Stripe","created_at":"2018-09-29T21:13:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37903","bad_mfr":"37903","vendor":"Designer Wallcoverings","pattern_name":"Buckingham Flower Stripe","created_at":"2018-09-29T21:13:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37904","bad_mfr":"37904","vendor":"Designer Wallcoverings","pattern_name":"Buckingham Flower Stripe","created_at":"2018-09-29T21:13:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37905","bad_mfr":"37905","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:13:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37906","bad_mfr":"37906","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:13:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37907","bad_mfr":"37907","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:13:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37908","bad_mfr":"37908","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:13:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37909","bad_mfr":"37909","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:13:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37910","bad_mfr":"37910","vendor":"Designer Wallcoverings","pattern_name":"Dickenson Flower Vase","created_at":"2018-09-29T21:14:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37911","bad_mfr":"37911","vendor":"Designer Wallcoverings","pattern_name":"Bridgeport Flower Leaf Parrot","created_at":"2018-09-29T21:14:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37912","bad_mfr":"37912","vendor":"Designer Wallcoverings","pattern_name":"Bridgeport Flower Leaf Parrot","created_at":"2018-09-29T21:14:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37913","bad_mfr":"37913","vendor":"Designer Wallcoverings","pattern_name":"Bridgeport Flower Leaf Parrot","created_at":"2018-09-29T21:14:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37914","bad_mfr":"37914","vendor":"Designer Wallcoverings","pattern_name":"Castleford Flower Pagoda","created_at":"2018-09-29T21:14:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37915","bad_mfr":"37915","vendor":"Designer Wallcoverings","pattern_name":"Castleford Flower Pagoda","created_at":"2018-09-29T21:14:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37916","bad_mfr":"37916","vendor":"Designer Wallcoverings","pattern_name":"Castleford Flower Pagoda","created_at":"2018-09-29T21:14:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1449,9 +398,7 @@
{"dw_sku":"HUN-37920","bad_mfr":"37920","vendor":"Designer Wallcoverings","pattern_name":"Essex Damask Stripe","created_at":"2018-09-29T21:15:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37921","bad_mfr":"37921","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:15:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37922","bad_mfr":"37922","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:17:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37923","bad_mfr":"37923","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:17:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37924","bad_mfr":"37924","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:17:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37925","bad_mfr":"37925","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:17:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37926","bad_mfr":"37926","vendor":"Designer Wallcoverings","pattern_name":"Chatham Damask Linen Flower Tone on Tone","created_at":"2018-09-29T21:17:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37927","bad_mfr":"37927","vendor":"Designer Wallcoverings","pattern_name":"Dewsbury Damask Vase Flower Tone on Tone","created_at":"2018-09-29T21:17:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37928","bad_mfr":"37928","vendor":"Designer Wallcoverings","pattern_name":"Dewsbury Damask Vase Flower Tone on Tone","created_at":"2018-09-29T21:17:56Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1459,27 +406,21 @@
{"dw_sku":"HUN-37930","bad_mfr":"37930","vendor":"Designer Wallcoverings","pattern_name":"Ellingdale Damask Flower Blossoms","created_at":"2018-09-29T21:18:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37931","bad_mfr":"37931","vendor":"Designer Wallcoverings","pattern_name":"Ellingdale Damask Flower Blossoms","created_at":"2018-09-29T21:18:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37932","bad_mfr":"37932","vendor":"Designer Wallcoverings","pattern_name":"Ellingdale Damask Flower Blossoms","created_at":"2018-09-29T21:18:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37933","bad_mfr":"37933","vendor":"Designer Wallcoverings","pattern_name":"Ellingdale Damask Flower Blossoms","created_at":"2018-09-29T21:18:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37934","bad_mfr":"37934","vendor":"Designer Wallcoverings","pattern_name":"Darlingford Damask Flower Tone on Tone","created_at":"2018-09-29T21:18:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37935","bad_mfr":"37935","vendor":"Designer Wallcoverings","pattern_name":"Darlingford Damask Flower Tone on Tone","created_at":"2018-09-29T21:18:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37936","bad_mfr":"37936","vendor":"Designer Wallcoverings","pattern_name":"Darlingford Damask Flower Tone on Tone","created_at":"2018-09-29T21:18:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37937","bad_mfr":"37937","vendor":"Designer Wallcoverings","pattern_name":"Darlingford Damask Flower Tone on Tone","created_at":"2018-09-29T21:18:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37938","bad_mfr":"37938","vendor":"Designer Wallcoverings","pattern_name":"Dudley Damask Tone on Tone Stripe","created_at":"2018-09-29T21:18:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37939","bad_mfr":"37939","vendor":"Designer Wallcoverings","pattern_name":"Dudley Damask Tone on Tone Stripe","created_at":"2018-09-29T21:19:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37940","bad_mfr":"37940","vendor":"Designer Wallcoverings","pattern_name":"Dudley Damask Tone on Tone Stripe","created_at":"2018-09-29T21:19:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37941","bad_mfr":"37941","vendor":"Designer Wallcoverings","pattern_name":"Dudley Damask Tone on Tone Stripe","created_at":"2018-09-29T21:19:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37942","bad_mfr":"37942","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37943","bad_mfr":"37943","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37944","bad_mfr":"37944","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37945","bad_mfr":"37945","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37946","bad_mfr":"37946","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37947","bad_mfr":"37947","vendor":"Designer Wallcoverings","pattern_name":"Dorchester Small Scale Geometric Lattice","created_at":"2018-09-29T21:19:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37948","bad_mfr":"37948","vendor":"Designer Wallcoverings","pattern_name":"Eastham Lattice","created_at":"2018-09-29T21:20:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37949","bad_mfr":"37949","vendor":"Designer Wallcoverings","pattern_name":"Eastham Lattice","created_at":"2018-09-29T21:20:08Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37950","bad_mfr":"37950","vendor":"Designer Wallcoverings","pattern_name":"Eastham Lattice","created_at":"2018-09-29T21:20:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37951","bad_mfr":"37951","vendor":"Designer Wallcoverings","pattern_name":"Eastham Lattice","created_at":"2018-09-29T21:20:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37952","bad_mfr":"37952","vendor":"Designer Wallcoverings","pattern_name":"Edgemont Flower","created_at":"2018-09-29T21:20:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37954","bad_mfr":"37954","vendor":"Designer Wallcoverings","pattern_name":"Edgemont Flower","created_at":"2018-09-29T21:20:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37955","bad_mfr":"37955","vendor":"Designer Wallcoverings","pattern_name":"Edgemont Flower","created_at":"2018-09-29T21:20:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37956","bad_mfr":"37956","vendor":"Designer Wallcoverings","pattern_name":"Edgemont Flower","created_at":"2018-09-29T21:20:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37957","bad_mfr":"37957","vendor":"Designer Wallcoverings","pattern_name":"Salliford Scroll","created_at":"2018-09-29T21:20:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1489,19 +430,12 @@
{"dw_sku":"HUN-37961","bad_mfr":"37961","vendor":"Designer Wallcoverings","pattern_name":"Baliford Stripe Brocade","created_at":"2018-09-29T21:21:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37962","bad_mfr":"37962","vendor":"Designer Wallcoverings","pattern_name":"Baliford Stripe Brocade","created_at":"2018-09-29T21:21:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37963","bad_mfr":"37963","vendor":"Designer Wallcoverings","pattern_name":"Baliford Stripe Brocade","created_at":"2018-09-29T21:21:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"HUN-37964","bad_mfr":"37964","vendor":"Designer Wallcoverings","pattern_name":"Alison's Aged Damask","created_at":"2018-09-29T21:21:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37965","bad_mfr":"37965","vendor":"Designer Wallcoverings","pattern_name":"Alison's Aged Damask","created_at":"2018-09-29T21:21:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37966","bad_mfr":"37966","vendor":"Designer Wallcoverings","pattern_name":"Alison's Aged Damask","created_at":"2018-09-29T21:21:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37967","bad_mfr":"37967","vendor":"Designer Wallcoverings","pattern_name":"Alison's Aged Damask","created_at":"2018-09-29T21:21:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37968","bad_mfr":"37968","vendor":"Designer Wallcoverings","pattern_name":"Chalian Chair Fence Bird String","created_at":"2018-09-29T21:21:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"HUN-37969","bad_mfr":"37969","vendor":"Designer Wallcoverings","pattern_name":"Chalian Chair Fence Bird String","created_at":"2018-09-29T21:22:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"LAT-12010","bad_mfr":"12010","vendor":"Designer Wallcoverings","pattern_name":"Regal Trellis","created_at":"2018-09-29T21:05:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LAT-12011","bad_mfr":"12011","vendor":"Designer Wallcoverings","pattern_name":"Regal Trellis","created_at":"2018-09-29T21:05:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -1513,13 +447,7 @@
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@@ -1542,142 +470,18 @@
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@@ -1685,35 +489,12 @@
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{"dw_sku":"PAL-42003","bad_mfr":"42003","vendor":"Designer Wallcoverings","pattern_name":"Le Zebra","created_at":"2018-09-29T21:22:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"PAL-42005","bad_mfr":"42005","vendor":"Designer Wallcoverings","pattern_name":"Le Zebra","created_at":"2018-09-29T21:22:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"PAL-42009","bad_mfr":"42009","vendor":"Designer Wallcoverings","pattern_name":"Le Zebra","created_at":"2018-09-29T21:22:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PAL-42010","bad_mfr":"42010","vendor":"Designer Wallcoverings","pattern_name":"Java Expedition Jungle Tropical Wallcovering","created_at":"2018-09-29T21:22:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PAL-42011","bad_mfr":"42011","vendor":"Designer Wallcoverings","pattern_name":"Java Expedition Jungle Tropical Wallcovering","created_at":"2018-09-29T21:22:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -1722,253 +503,28 @@
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{"dw_sku":"PAL-42015","bad_mfr":"42015","vendor":"Designer Wallcoverings","pattern_name":"Le Zebra","created_at":"2018-09-29T21:23:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PAL-42016","bad_mfr":"42016","vendor":"Designer Wallcoverings","pattern_name":"Coffering By Design","created_at":"2018-09-29T21:23:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"PAL-42101","bad_mfr":"42101","vendor":"Designer Wallcoverings","pattern_name":"Imperial Jacobean","created_at":"2018-09-29T21:31:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -1988,63 +544,17 @@
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@@ -2053,314 +563,18 @@
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{"dw_sku":"WPS-53603","bad_mfr":"53603","vendor":"Designer Wallcoverings","pattern_name":"Mansion Marble","created_at":"2018-09-30T00:39:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -2377,661 +591,21 @@
{"dw_sku":"WPS-56517","bad_mfr":"56517","vendor":"Designer Wallcoverings","pattern_name":"Yip Yip Yeah","created_at":"2018-09-29T18:05:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"WPS-56518","bad_mfr":"56518","vendor":"Designer Wallcoverings","pattern_name":"Yip Yip Yeah","created_at":"2018-09-29T18:05:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"WPS-56519","bad_mfr":"56519","vendor":"Designer Wallcoverings","pattern_name":"Yip Yip Yeah","created_at":"2018-09-29T18:05:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"XWH-83000","bad_mfr":"83000","vendor":"Designer Wallcoverings","pattern_name":"Alameda","created_at":"2018-09-30T00:42:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"XWH-83001","bad_mfr":"83001","vendor":"Designer Wallcoverings","pattern_name":"Antioch","created_at":"2018-09-30T00:42:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"XWH-83004","bad_mfr":"83004","vendor":"Designer Wallcoverings","pattern_name":"Burlingame","created_at":"2018-09-30T00:42:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83005","bad_mfr":"83005","vendor":"Designer Wallcoverings","pattern_name":"Concord","created_at":"2018-09-30T00:42:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83006","bad_mfr":"83006","vendor":"Designer Wallcoverings","pattern_name":"Emeryville","created_at":"2018-09-30T00:42:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83007","bad_mfr":"83007","vendor":"Designer Wallcoverings","pattern_name":"Gilroy","created_at":"2018-09-30T00:42:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83008","bad_mfr":"83008","vendor":"Designer Wallcoverings","pattern_name":"Hercules","created_at":"2018-09-30T00:42:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83009","bad_mfr":"83009","vendor":"Designer Wallcoverings","pattern_name":"Livermore","created_at":"2018-09-30T00:42:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"XWH-83010","bad_mfr":"83010","vendor":"Designer Wallcoverings","pattern_name":"Millbrae Specialty W/Crystal","created_at":"2018-09-30T00:43:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83014","bad_mfr":"83014","vendor":"Designer Wallcoverings","pattern_name":"Petaluma","created_at":"2018-09-30T00:43:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83015","bad_mfr":"83015","vendor":"Designer Wallcoverings","pattern_name":"Rio Vista","created_at":"2018-09-30T00:43:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"XWH-83016","bad_mfr":"83016","vendor":"Designer Wallcoverings","pattern_name":"San Bruno","created_at":"2018-09-30T00:43:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"XWH-83017","bad_mfr":"83017","vendor":"Designer Wallcoverings","pattern_name":"San Mateo","created_at":"2018-09-30T00:43:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"RLDF-18077","bad_mfr":"18077","vendor":"Designer Wallcoverings and Fabrics","pattern_name":"","created_at":"2018-10-01T14:30:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"RLDF-18607","bad_mfr":"18607","vendor":"Designer Wallcoverings and Fabrics","pattern_name":"Emiliana Parati, Lymphae, 18607","created_at":"2018-10-01T15:41:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-10984","bad_mfr":"10984","vendor":"DW Bespoke Studio","pattern_name":"Tufted Vintage","created_at":"2018-09-29T13:31:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-110052","bad_mfr":"110052","vendor":"DW Bespoke Studio","pattern_name":"Classic green floral vintage wallcovering","created_at":"2018-09-29T17:34:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-11253","bad_mfr":"11253","vendor":"DW Bespoke Studio","pattern_name":"Skull Damask","created_at":"2018-09-29T17:34:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-11254","bad_mfr":"11254","vendor":"DW Bespoke Studio","pattern_name":"Skull Damask","created_at":"2018-09-29T19:06:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-114052","bad_mfr":"114052","vendor":"DW Bespoke Studio","pattern_name":"Red and green Moroccan faux fabric wallcovering","created_at":"2018-09-29T17:34:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-11451","bad_mfr":"11451","vendor":"DW Bespoke Studio","pattern_name":"Classical music composers","created_at":"2018-09-29T14:02:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-12456","bad_mfr":"12456","vendor":"DW Bespoke Studio","pattern_name":"Portland Head by Belle Terre������","created_at":"2018-09-29T16:02:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-16014","bad_mfr":"16014","vendor":"DW Bespoke Studio","pattern_name":"Japanese Fans on Silver Mylar","created_at":"2018-09-29T21:04:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-16015","bad_mfr":"16015","vendor":"DW Bespoke Studio","pattern_name":"Retro Tulips on Silver Mylar","created_at":"2018-09-29T21:04:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-16015","bad_mfr":"16015","vendor":"DW Bespoke Studio","pattern_name":"Retro Tulips on Silver Mylar","created_at":"2018-09-29T21:04:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DIG-16457","bad_mfr":"16457","vendor":"DW Bespoke Studio","pattern_name":"Ladies Tea Club","created_at":"2018-09-29T15:23:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"DIG-16458","bad_mfr":"16458","vendor":"DW Bespoke Studio","pattern_name":"Ladies Tea Club","created_at":"2018-09-29T18:11:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-17000","bad_mfr":"17000","vendor":"DW Bespoke Studio","pattern_name":"Skull Damask","created_at":"2018-09-29T14:00:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-17263","bad_mfr":"17263","vendor":"DW Bespoke Studio","pattern_name":"Wall Mural Temescal Canyon","created_at":"2018-09-29T13:32:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-17756","bad_mfr":"17756","vendor":"DW Bespoke Studio","pattern_name":"Chinoiserie Wall Mural","created_at":"2018-09-29T17:34:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-18002","bad_mfr":"18002","vendor":"DW Bespoke Studio","pattern_name":"Steve's 2\" Stripe Custom Wallcovering","created_at":"2018-09-29T22:04:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-18003","bad_mfr":"18003","vendor":"DW Bespoke Studio","pattern_name":"Steve's 3\" Stripe Custom Wallcovering","created_at":"2018-09-29T22:04:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-18004","bad_mfr":"18004","vendor":"DW Bespoke Studio","pattern_name":"Steve's 4\" Stripe Custom Wallcovering","created_at":"2018-09-29T22:04:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-18957","bad_mfr":"18957","vendor":"DW Bespoke Studio","pattern_name":"Noah Skulls","created_at":"2018-09-29T15:23:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19052","bad_mfr":"19052","vendor":"DW Bespoke Studio","pattern_name":"Pink camouflage wallcovering","created_at":"2018-09-29T17:34:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19120","bad_mfr":"19120","vendor":"DW Bespoke Studio","pattern_name":"","created_at":"2018-10-01T00:28:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-19514","bad_mfr":"19514","vendor":"DW Bespoke Studio","pattern_name":"Vintage 1950's Children's Nursery Room Wallcovering","created_at":"2018-09-29T17:34:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19740","bad_mfr":"19740","vendor":"DW Bespoke Studio","pattern_name":"Izzy's Lower East Side Lounge Wallcovering","created_at":"2018-09-29T20:49:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19778","bad_mfr":"19778","vendor":"DW Bespoke Studio","pattern_name":"Polka Dot Delight","created_at":"2018-09-29T20:22:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19779","bad_mfr":"19779","vendor":"DW Bespoke Studio","pattern_name":"The Paris Exotic Dancer & Pole Wall Paper Pattern","created_at":"2018-09-29T13:36:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19779","bad_mfr":"19779","vendor":"DW Bespoke Studio","pattern_name":"","created_at":"2018-09-29T20:49:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-19796","bad_mfr":"19796","vendor":"DW Bespoke Studio","pattern_name":"Swirl Girl Wallcovering","created_at":"2018-09-29T18:18:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19796","bad_mfr":"19796","vendor":"DW Bespoke Studio","pattern_name":"Swirl Girl Wallcovering","created_at":"2018-09-29T18:18:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-19800","bad_mfr":"19800","vendor":"DW Bespoke Studio","pattern_name":"Japonae","created_at":"2018-09-29T21:04:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-19810","bad_mfr":"19810","vendor":"DW Bespoke Studio","pattern_name":"Froggy Wall","created_at":"2018-09-29T22:04:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-20100","bad_mfr":"20100","vendor":"DW Bespoke Studio","pattern_name":"Instagram Elite Wallcovering","created_at":"2018-09-29T23:16:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-20107","bad_mfr":"20107","vendor":"DW Bespoke Studio","pattern_name":"Tardy for the Party","created_at":"2018-09-29T16:51:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-27323","bad_mfr":"27323","vendor":"DW Bespoke Studio","pattern_name":"Skull Damask","created_at":"2018-09-29T14:07:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-27635","bad_mfr":"27635","vendor":"DW Bespoke Studio","pattern_name":"The Paris Exotic Dancer & Pole Wallcovering Border","created_at":"2018-09-29T13:36:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DIG-28777","bad_mfr":"28777","vendor":"DW Bespoke Studio","pattern_name":"Hair Salon Panels","created_at":"2018-09-29T17:37:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"DIG-40000","bad_mfr":"40000","vendor":"DW Bespoke Studio","pattern_name":"Victoria's Digital Damask","created_at":"2018-09-29T16:47:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"GBS-19001","bad_mfr":"19001","vendor":"Glambeads by DW","pattern_name":"Glambeads Solid Cream Glass Bead","created_at":"2020-04-16T15:50:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GBS-19002","bad_mfr":"19002","vendor":"Glambeads by DW","pattern_name":"Glambeads Solid Taupe Glass Bead","created_at":"2020-04-16T15:50:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GBS-19003","bad_mfr":"19003","vendor":"Glambeads by DW","pattern_name":"Glambeads Solid Copper Glass Bead","created_at":"2020-04-16T15:50:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -3666,17 +666,6 @@
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{"dw_sku":"DWS-59524","bad_mfr":"59524","vendor":"Glass Beaded","pattern_name":"Crystalabra Stripe","created_at":"2018-09-30T05:31:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -3689,60 +678,11 @@
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{"dw_sku":"DWS-59537","bad_mfr":"59537","vendor":"Glass Beaded","pattern_name":"Bambini Glass Bead Stripe","created_at":"2018-09-30T05:32:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -3771,549 +711,9 @@
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@@ -4323,443 +723,24 @@
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@@ -4767,42 +748,20 @@
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@@ -4827,10 +786,8 @@
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@@ -4856,7 +813,6 @@
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@@ -4881,59 +837,6 @@
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@@ -4952,7 +855,6 @@
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@@ -5051,1289 +953,82 @@
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@@ -6341,19 +1036,14 @@
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@@ -6361,7 +1051,6 @@
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@@ -6369,226 +1058,23 @@
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-{"dw_sku":"LKY-55036","bad_mfr":"55036","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:57:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55037","bad_mfr":"55037","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:57:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"LKY-55039","bad_mfr":"55039","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:58:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55040","bad_mfr":"55040","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:58:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55041","bad_mfr":"55041","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:58:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55042","bad_mfr":"55042","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:58:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"LKY-55044","bad_mfr":"55044","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:58:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55045","bad_mfr":"55045","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55046","bad_mfr":"55046","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55047","bad_mfr":"55047","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55048","bad_mfr":"55048","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55049","bad_mfr":"55049","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55050","bad_mfr":"55050","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55051","bad_mfr":"55051","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T09:59:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55052","bad_mfr":"55052","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:00:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55055","bad_mfr":"55055","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:00:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55056","bad_mfr":"55056","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:01:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55057","bad_mfr":"55057","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:01:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55058","bad_mfr":"55058","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:01:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55059","bad_mfr":"55059","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:01:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LKY-55060","bad_mfr":"55060","vendor":"Limited Stock Prints","pattern_name":"Classic Vintage","created_at":"2018-10-01T10:01:50Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"MUR-200299","bad_mfr":"200299","vendor":"Luxury Murals","pattern_name":"Bronze Skyline Wallmural","created_at":"2018-09-30T15:23:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"MUR-200399","bad_mfr":"200399","vendor":"Luxury Murals","pattern_name":"Rose Romance Wallmural","created_at":"2018-09-30T15:23:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"MUR-200499","bad_mfr":"200499","vendor":"Luxury Murals","pattern_name":"Travel Through Time Wallmural","created_at":"2018-09-30T15:23:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -6672,7 +1158,6 @@
{"dw_sku":"PRP-56501","bad_mfr":"56501","vendor":"Madagascar Walls","pattern_name":"Millionaire Madagascar","created_at":"2018-10-01T05:12:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRP-56502","bad_mfr":"56502","vendor":"Madagascar Walls","pattern_name":"Millionaire Madagascar","created_at":"2018-10-01T05:12:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRP-56503","bad_mfr":"56503","vendor":"Madagascar Walls","pattern_name":"Millionaire Madagascar","created_at":"2018-10-01T05:12:34Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"RLDW-20077","bad_mfr":"20077","vendor":"Madagascar Walls","pattern_name":"","created_at":"2018-10-01T18:40:39Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96700","bad_mfr":"96700","vendor":"Malibu Wallpaper","pattern_name":"Kamome Island Japanese Floral Damask","created_at":"2018-09-30T13:42:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96701","bad_mfr":"96701","vendor":"Malibu Wallpaper","pattern_name":"Kamome Island Japanese Floral Damask","created_at":"2018-09-30T13:42:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96702","bad_mfr":"96702","vendor":"Malibu Wallpaper","pattern_name":"Kamome Island Japanese Floral Damask","created_at":"2018-09-30T13:42:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -6683,10 +1168,6 @@
{"dw_sku":"CDA-96707","bad_mfr":"96707","vendor":"Malibu Wallpaper","pattern_name":"Oshima Faux Finish Greek Key","created_at":"2018-09-30T13:42:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96708","bad_mfr":"96708","vendor":"Malibu Wallpaper","pattern_name":"Oshima Faux Finish Greek Key","created_at":"2018-09-30T13:42:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96709","bad_mfr":"96709","vendor":"Malibu Wallpaper","pattern_name":"Oshima Faux Finish Greek Key","created_at":"2018-09-30T13:42:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"CDA-96710","bad_mfr":"96710","vendor":"Malibu Wallpaper","pattern_name":"St Tropez Tropical Palm","created_at":"2018-09-30T13:43:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"CDA-96711","bad_mfr":"96711","vendor":"Malibu Wallpaper","pattern_name":"St Tropez Tropical Palm","created_at":"2018-09-30T13:43:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"CDA-96712","bad_mfr":"96712","vendor":"Malibu Wallpaper","pattern_name":"St Tropez Tropical Palm","created_at":"2018-09-30T13:43:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"CDA-96713","bad_mfr":"96713","vendor":"Malibu Wallpaper","pattern_name":"St Tropez Tropical Palm","created_at":"2018-09-30T13:43:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96714","bad_mfr":"96714","vendor":"Malibu Wallpaper","pattern_name":"Odaiba Printed Texture","created_at":"2018-09-30T13:43:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96715","bad_mfr":"96715","vendor":"Malibu Wallpaper","pattern_name":"Odaiba Printed Texture","created_at":"2018-09-30T13:43:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96716","bad_mfr":"96716","vendor":"Malibu Wallpaper","pattern_name":"Odaiba Printed Texture","created_at":"2018-09-30T13:43:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -6734,9 +1215,6 @@
{"dw_sku":"CDA-96758","bad_mfr":"96758","vendor":"Malibu Wallpaper","pattern_name":"Todo Island Printed","created_at":"2018-09-30T13:47:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96759","bad_mfr":"96759","vendor":"Malibu Wallpaper","pattern_name":"Todo Island Printed","created_at":"2018-09-30T13:47:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"CDA-96760","bad_mfr":"96760","vendor":"Malibu Wallpaper","pattern_name":"Todo Island Printed","created_at":"2018-09-30T13:47:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43300","bad_mfr":"43300","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43301","bad_mfr":"43301","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43302","bad_mfr":"43302","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43303","bad_mfr":"43303","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43304","bad_mfr":"43304","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43305","bad_mfr":"43305","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Chaparel","created_at":"2018-09-30T14:49:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -6745,213 +1223,16 @@
{"dw_sku":"LOD-43308","bad_mfr":"43308","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living El Dorado","created_at":"2018-09-30T14:49:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43309","bad_mfr":"43309","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living El Dorado","created_at":"2018-09-30T14:50:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43310","bad_mfr":"43310","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living El Dorado","created_at":"2018-09-30T14:50:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43311","bad_mfr":"43311","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Taho","created_at":"2018-09-30T14:50:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43312","bad_mfr":"43312","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Taho","created_at":"2018-09-30T14:50:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43313","bad_mfr":"43313","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Taho","created_at":"2018-09-30T14:50:29Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43314","bad_mfr":"43314","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Taho","created_at":"2018-09-30T14:50:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43315","bad_mfr":"43315","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Taho","created_at":"2018-09-30T14:50:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43316","bad_mfr":"43316","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Sierra","created_at":"2018-09-30T14:50:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43317","bad_mfr":"43317","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Sierra","created_at":"2018-09-30T14:50:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43318","bad_mfr":"43318","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Sierra","created_at":"2018-09-30T14:50:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43319","bad_mfr":"43319","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Sierra","created_at":"2018-09-30T14:51:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43320","bad_mfr":"43320","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Sierra","created_at":"2018-09-30T14:51:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43321","bad_mfr":"43321","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Cimarron","created_at":"2018-09-30T14:51:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43322","bad_mfr":"43322","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Cimarron","created_at":"2018-09-30T14:51:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43323","bad_mfr":"43323","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Cimarron","created_at":"2018-09-30T14:51:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43324","bad_mfr":"43324","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Cimarron","created_at":"2018-09-30T14:51:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43325","bad_mfr":"43325","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Wilderness","created_at":"2018-09-30T14:51:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43326","bad_mfr":"43326","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Wilderness","created_at":"2018-09-30T14:51:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43327","bad_mfr":"43327","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Wilderness","created_at":"2018-09-30T14:51:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43328","bad_mfr":"43328","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Wilderness","created_at":"2018-09-30T14:52:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43329","bad_mfr":"43329","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Wilderness","created_at":"2018-09-30T14:52:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43330","bad_mfr":"43330","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Woven Stripe","created_at":"2018-09-30T14:52:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43331","bad_mfr":"43331","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Woven Stripe","created_at":"2018-09-30T14:52:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43332","bad_mfr":"43332","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Woven Stripe","created_at":"2018-09-30T14:52:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43333","bad_mfr":"43333","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living Woven Stripe","created_at":"2018-09-30T14:52:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43334","bad_mfr":"43334","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living The Birches","created_at":"2018-09-30T14:52:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"LOD-43335","bad_mfr":"43335","vendor":"Malibu Wallpaper","pattern_name":"Lodge Living The Birches","created_at":"2018-09-30T14:52:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43336","bad_mfr":"43336","vendor":"Malibu Walls","pattern_name":"Lodge Living The Birches","created_at":"2018-09-30T14:52:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43337","bad_mfr":"43337","vendor":"Malibu Walls","pattern_name":"Lodge Living The Birches","created_at":"2018-09-30T14:52:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43338","bad_mfr":"43338","vendor":"Malibu Walls","pattern_name":"Lodge Living Canyon","created_at":"2018-09-30T14:53:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43339","bad_mfr":"43339","vendor":"Malibu Walls","pattern_name":"Lodge Living Canyon","created_at":"2018-09-30T14:53:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43340","bad_mfr":"43340","vendor":"Malibu Walls","pattern_name":"Lodge Living Canyon","created_at":"2018-09-30T14:53:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43341","bad_mfr":"43341","vendor":"Malibu Walls","pattern_name":"Lodge Living Canyon","created_at":"2018-09-30T14:53:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43342","bad_mfr":"43342","vendor":"Malibu Walls","pattern_name":"Lodge Living Canyon","created_at":"2018-09-30T14:53:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"LOD-43343","bad_mfr":"43343","vendor":"Malibu Walls","pattern_name":"Lodge Living Buffalo Check","created_at":"2018-09-30T14:53:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -7064,251 +1345,6 @@
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@@ -7316,7 +1352,6 @@
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{"dw_sku":"BEC-51540","bad_mfr":"51540","vendor":"Phillipe Romano","pattern_name":"Bel Air Damasco Sisal","created_at":"2018-09-30T02:13:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -7329,73 +1364,10 @@
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@@ -7404,59 +1376,14 @@
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-{"dw_sku":"ELE-42672","bad_mfr":"42672","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:47:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42681","bad_mfr":"42681","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:47:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42682","bad_mfr":"42682","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:48:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42683","bad_mfr":"42683","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:48:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42684","bad_mfr":"42684","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:48:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42685","bad_mfr":"42685","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:50:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42686","bad_mfr":"42686","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:50:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42688","bad_mfr":"42688","vendor":"Phillipe Romano","pattern_name":"L2 Collection","created_at":"2018-09-29T21:50:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42700","bad_mfr":"42700","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42700","created_at":"2018-09-29T22:35:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42701","bad_mfr":"42701","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42701","created_at":"2018-09-29T22:36:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42702","bad_mfr":"42702","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42702","created_at":"2018-09-29T22:36:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42703","bad_mfr":"42703","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42703","created_at":"2018-09-29T22:36:11Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42704","bad_mfr":"42704","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42704","created_at":"2018-09-29T22:36:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42705","bad_mfr":"42705","vendor":"Phillipe Romano","pattern_name":"Emiliana Parati, Pannelli Decorativi, 42705","created_at":"2018-09-29T22:36:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -7468,18 +1395,13 @@
{"dw_sku":"ELE-42711","bad_mfr":"42711","vendor":"Phillipe Romano","pattern_name":"Ala Ligurio","created_at":"2018-09-29T22:36:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42712","bad_mfr":"42712","vendor":"Phillipe Romano","pattern_name":"Ala Tuscany","created_at":"2018-09-29T22:36:56Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42713","bad_mfr":"42713","vendor":"Phillipe Romano","pattern_name":"Ala Veneto","created_at":"2018-09-29T22:37:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42714","bad_mfr":"42714","vendor":"Phillipe Romano","pattern_name":"Ala Veneto","created_at":"2018-09-29T22:37:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42715","bad_mfr":"42715","vendor":"Phillipe Romano","pattern_name":"Ala Dulce European","created_at":"2018-09-29T22:37:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42716","bad_mfr":"42716","vendor":"Phillipe Romano","pattern_name":"Ala Apulia","created_at":"2018-09-29T22:37:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42717","bad_mfr":"42717","vendor":"Phillipe Romano","pattern_name":"Ala Apulia","created_at":"2018-09-29T22:37:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42718","bad_mfr":"42718","vendor":"Phillipe Romano","pattern_name":"Ala Apulia","created_at":"2018-09-29T22:37:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42719","bad_mfr":"42719","vendor":"Phillipe Romano","pattern_name":"Ala Apulia","created_at":"2018-09-29T22:37:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42720","bad_mfr":"42720","vendor":"Phillipe Romano","pattern_name":"Ala Genoa","created_at":"2018-09-29T22:37:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42721","bad_mfr":"42721","vendor":"Phillipe Romano","pattern_name":"Ala Genoa","created_at":"2018-09-29T22:37:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42722","bad_mfr":"42722","vendor":"Phillipe Romano","pattern_name":"Ala Bari","created_at":"2018-09-29T22:37:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42730","bad_mfr":"42730","vendor":"Phillipe Romano","pattern_name":"Ala Messina","created_at":"2018-09-29T22:38:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42731","bad_mfr":"42731","vendor":"Phillipe Romano","pattern_name":"Ala Messina","created_at":"2018-09-29T22:38:35Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42732","bad_mfr":"42732","vendor":"Phillipe Romano","pattern_name":"Ala Messina","created_at":"2018-09-29T22:38:40Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42733","bad_mfr":"42733","vendor":"Phillipe Romano","pattern_name":"Ala Padua","created_at":"2018-09-29T22:40:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42734","bad_mfr":"42734","vendor":"Phillipe Romano","pattern_name":"Ala Padua","created_at":"2018-09-29T22:40:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42735","bad_mfr":"42735","vendor":"Phillipe Romano","pattern_name":"Ala Padua","created_at":"2018-09-29T22:40:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -7507,181 +1429,26 @@
{"dw_sku":"ELE-42757","bad_mfr":"42757","vendor":"Phillipe Romano","pattern_name":"Ala Perugia","created_at":"2018-09-29T22:42:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42763","bad_mfr":"42763","vendor":"Phillipe Romano","pattern_name":"Ala Ferrara","created_at":"2018-09-29T22:43:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42764","bad_mfr":"42764","vendor":"Phillipe Romano","pattern_name":"Ala Ferrara","created_at":"2018-09-29T22:43:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42765","bad_mfr":"42765","vendor":"Phillipe Romano","pattern_name":"Ala Sassari Wallppaer","created_at":"2018-09-29T22:43:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42766","bad_mfr":"42766","vendor":"Phillipe Romano","pattern_name":"Ala Sassari Wallppaer","created_at":"2018-09-29T22:43:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42767","bad_mfr":"42767","vendor":"Phillipe Romano","pattern_name":"Ala Sassari Wallppaer","created_at":"2018-09-29T22:43:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42768","bad_mfr":"42768","vendor":"Phillipe Romano","pattern_name":"Ala Sassari Wallppaer","created_at":"2018-09-29T22:43:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42769","bad_mfr":"42769","vendor":"Phillipe Romano","pattern_name":"Ala Pescara Stripe","created_at":"2018-09-29T22:43:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42770","bad_mfr":"42770","vendor":"Phillipe Romano","pattern_name":"Ala Pescara Stripe","created_at":"2018-09-29T22:43:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42771","bad_mfr":"42771","vendor":"Phillipe Romano","pattern_name":"Ala Pescara Stripe","created_at":"2018-09-29T22:44:02Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42772","bad_mfr":"42772","vendor":"Phillipe Romano","pattern_name":"Ala Pescara Stripe","created_at":"2018-09-29T22:44:07Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42773","bad_mfr":"42773","vendor":"Phillipe Romano","pattern_name":"Ala Monza","created_at":"2018-09-29T22:44:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42774","bad_mfr":"42774","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:44:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42775","bad_mfr":"42775","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:44:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42776","bad_mfr":"42776","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:44:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42777","bad_mfr":"42777","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:44:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42778","bad_mfr":"42778","vendor":"Phillipe Romano","pattern_name":"Ala Forli","created_at":"2018-09-29T22:44:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42779","bad_mfr":"42779","vendor":"Phillipe Romano","pattern_name":"Ala Forli","created_at":"2018-09-29T22:44:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42780","bad_mfr":"42780","vendor":"Phillipe Romano","pattern_name":"Ala Livorno","created_at":"2018-09-29T22:44:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42781","bad_mfr":"42781","vendor":"Phillipe Romano","pattern_name":"Ala Livorno","created_at":"2018-09-29T22:44:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42782","bad_mfr":"42782","vendor":"Phillipe Romano","pattern_name":"Ala Cagliari","created_at":"2018-09-29T22:44:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42783","bad_mfr":"42783","vendor":"Phillipe Romano","pattern_name":"Ala Ravenna","created_at":"2018-09-29T22:45:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42784","bad_mfr":"42784","vendor":"Phillipe Romano","pattern_name":"Ala Ravenna","created_at":"2018-09-29T22:45:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42785","bad_mfr":"42785","vendor":"Phillipe Romano","pattern_name":"Ala Brescia","created_at":"2018-09-29T22:45:16Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42786","bad_mfr":"42786","vendor":"Phillipe Romano","pattern_name":"Ala Brescia","created_at":"2018-09-29T22:45:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42828","bad_mfr":"42828","vendor":"Phillipe Romano","pattern_name":"Ala Rimimi","created_at":"2018-09-29T22:45:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42829","bad_mfr":"42829","vendor":"Phillipe Romano","pattern_name":"Ala Rimimi","created_at":"2018-09-29T22:45:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42842","bad_mfr":"42842","vendor":"Phillipe Romano","pattern_name":"Ala Monza","created_at":"2018-09-29T22:46:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42843","bad_mfr":"42843","vendor":"Phillipe Romano","pattern_name":"Ala Monza","created_at":"2018-09-29T22:47:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42844","bad_mfr":"42844","vendor":"Phillipe Romano","pattern_name":"Ala Monza","created_at":"2018-09-29T22:47:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42846","bad_mfr":"42846","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:45:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42847","bad_mfr":"42847","vendor":"Phillipe Romano","pattern_name":"Ala Bergamo","created_at":"2018-09-29T22:46:04Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42848","bad_mfr":"42848","vendor":"Phillipe Romano","pattern_name":"Ala Forli","created_at":"2018-09-29T22:46:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42849","bad_mfr":"42849","vendor":"Phillipe Romano","pattern_name":"Ala Forli","created_at":"2018-09-29T22:46:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42850","bad_mfr":"42850","vendor":"Phillipe Romano","pattern_name":"Ala Livorno","created_at":"2018-09-29T22:46:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42851","bad_mfr":"42851","vendor":"Phillipe Romano","pattern_name":"Ala Livorno","created_at":"2018-09-29T22:47:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42852","bad_mfr":"42852","vendor":"Phillipe Romano","pattern_name":"Ala Livorno","created_at":"2018-09-29T22:47:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42854","bad_mfr":"42854","vendor":"Phillipe Romano","pattern_name":"Ala Cagliari","created_at":"2018-09-29T22:46:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42855","bad_mfr":"42855","vendor":"Phillipe Romano","pattern_name":"Ala Cagliari","created_at":"2018-09-29T22:46:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42864","bad_mfr":"42864","vendor":"Phillipe Romano","pattern_name":"Ala Forliata","created_at":"2018-09-29T22:47:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42865","bad_mfr":"42865","vendor":"Phillipe Romano","pattern_name":"Ala Hexagon","created_at":"2018-09-30T00:22:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42866","bad_mfr":"42866","vendor":"Phillipe Romano","pattern_name":"Ala Hexagon","created_at":"2018-09-30T00:22:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42867","bad_mfr":"42867","vendor":"Phillipe Romano","pattern_name":"Ala Hexagon","created_at":"2018-09-30T00:22:28Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42907","bad_mfr":"42907","vendor":"Phillipe Romano","pattern_name":"Ala Vechia","created_at":"2018-09-29T23:17:36Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42908","bad_mfr":"42908","vendor":"Phillipe Romano","pattern_name":"Ala Vechia","created_at":"2018-09-29T23:17:42Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42909","bad_mfr":"42909","vendor":"Phillipe Romano","pattern_name":"Ala Vechia","created_at":"2018-09-29T23:17:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42910","bad_mfr":"42910","vendor":"Phillipe Romano","pattern_name":"Ala Vechia","created_at":"2018-09-29T23:17:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42911","bad_mfr":"42911","vendor":"Phillipe Romano","pattern_name":"Ala Tigre","created_at":"2018-09-29T23:17:58Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42912","bad_mfr":"42912","vendor":"Phillipe Romano","pattern_name":"Ala Tigre","created_at":"2018-09-29T23:18:05Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42913","bad_mfr":"42913","vendor":"Phillipe Romano","pattern_name":"Ala Tigre","created_at":"2018-09-29T23:18:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42914","bad_mfr":"42914","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42915","bad_mfr":"42915","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"ELE-42916","bad_mfr":"42916","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42917","bad_mfr":"42917","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42918","bad_mfr":"42918","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:38Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42919","bad_mfr":"42919","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42920","bad_mfr":"42920","vendor":"Phillipe Romano","pattern_name":"Ala Dulcivita","created_at":"2018-09-29T23:18:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42924","bad_mfr":"42924","vendor":"Phillipe Romano","pattern_name":"Ala Dragona","created_at":"2018-09-29T23:19:01Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42925","bad_mfr":"42925","vendor":"Phillipe Romano","pattern_name":"Ala Dragona","created_at":"2018-09-29T23:19:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42926","bad_mfr":"42926","vendor":"Phillipe Romano","pattern_name":"Ala Dragona","created_at":"2018-09-29T23:19:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"ELE-42927","bad_mfr":"42927","vendor":"Phillipe Romano","pattern_name":"Ala Dragona","created_at":"2018-09-29T23:19:19Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"FAF-15897","bad_mfr":"15897","vendor":"Phillipe Romano","pattern_name":"","created_at":"2018-09-29T18:06:55Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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{"dw_sku":"GRA-39000","bad_mfr":"39000","vendor":"Phillipe Romano","pattern_name":"Bay Bay Tight Weave Rushcloth","created_at":"2018-09-30T13:47:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39001","bad_mfr":"39001","vendor":"Phillipe Romano","pattern_name":"Santiago Sisal","created_at":"2018-09-30T13:47:53Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39002","bad_mfr":"39002","vendor":"Phillipe Romano","pattern_name":"Borongan Raw Jute","created_at":"2018-09-30T13:48:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -7725,7 +1492,6 @@
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{"dw_sku":"GRA-39042","bad_mfr":"39042","vendor":"Phillipe Romano","pattern_name":"San Pablo Paper Basketweave","created_at":"2018-09-30T13:54:45Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39043","bad_mfr":"39043","vendor":"Phillipe Romano","pattern_name":"Borongan Raw Jute","created_at":"2018-09-30T13:54:52Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"GRA-39044","bad_mfr":"39044","vendor":"Phillipe Romano","pattern_name":"St. Pierre Paper Weave and Burlap","created_at":"2018-09-30T13:55:00Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39045","bad_mfr":"39045","vendor":"Phillipe Romano","pattern_name":"Santiago Sisal","created_at":"2018-09-30T13:55:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39047","bad_mfr":"39047","vendor":"Phillipe Romano","pattern_name":"Santiago Sisal","created_at":"2018-09-30T13:55:18Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39048","bad_mfr":"39048","vendor":"Phillipe Romano","pattern_name":"Mnila Jute on Metallic Grasscloth","created_at":"2018-09-30T13:55:25Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -7750,492 +1516,26 @@
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{"dw_sku":"GRA-39068","bad_mfr":"39068","vendor":"Phillipe Romano","pattern_name":"Santiago Sisal with pearl coated paper","created_at":"2018-09-30T13:57:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"GRA-39069","bad_mfr":"39069","vendor":"Phillipe Romano","pattern_name":"Santiago Sisal","created_at":"2018-09-30T13:57:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"PRFL-40191","bad_mfr":"40191","vendor":"Phillipe Romano","pattern_name":"Aloe Outdoor","created_at":"2018-10-01T13:03:13Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRFL-40192","bad_mfr":"40192","vendor":"Phillipe Romano","pattern_name":"Aloe Outdoor","created_at":"2018-10-01T13:03:20Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRFL-40193","bad_mfr":"40193","vendor":"Phillipe Romano","pattern_name":"Aloe Outdoor","created_at":"2018-10-01T13:03:26Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47701","bad_mfr":"47701","vendor":"Phillipe Romano","pattern_name":"Kipulua Grasscloth","created_at":"2018-09-30T04:13:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47706","bad_mfr":"47706","vendor":"Phillipe Romano","pattern_name":"Kuhukua Grasscloth","created_at":"2018-09-30T04:14:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47709","bad_mfr":"47709","vendor":"Phillipe Romano","pattern_name":"Lahana Classic Grasscloth","created_at":"2018-09-30T04:14:41Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47726","bad_mfr":"47726","vendor":"Phillipe Romano","pattern_name":"Kipa Tight Woven Grasscloth","created_at":"2018-09-30T04:16:32Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47728","bad_mfr":"47728","vendor":"Phillipe Romano","pattern_name":"Kipa Tight Woven Grasscloth","created_at":"2018-09-30T04:16:44Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRG-47729","bad_mfr":"47729","vendor":"Phillipe Romano","pattern_name":"Kipa Tight Woven Grasscloth","created_at":"2018-09-30T04:16:51Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47730","bad_mfr":"47730","vendor":"Phillipe Romano","pattern_name":"Kaluhee Grasscloth","created_at":"2018-09-30T04:16:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47731","bad_mfr":"47731","vendor":"Phillipe Romano","pattern_name":"Kaluhee Grasscloth","created_at":"2018-09-30T04:17:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-47732","bad_mfr":"47732","vendor":"Phillipe Romano","pattern_name":"Kaluhee Grasscloth","created_at":"2018-09-30T04:17:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -8264,8 +1564,6 @@
{"dw_sku":"PRG-71005","bad_mfr":"71005","vendor":"Phillipe Romano","pattern_name":"Pacific PaperWeave Grass","created_at":"2018-09-30T05:33:57Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-71015","bad_mfr":"71015","vendor":"Phillipe Romano","pattern_name":"Pacific PaperWeave Grass Red","created_at":"2018-09-30T05:35:09Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-71017","bad_mfr":"71017","vendor":"Phillipe Romano","pattern_name":"Atlantic Raffia","created_at":"2018-09-30T05:35:22Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRG-71029","bad_mfr":"71029","vendor":"Phillipe Romano","pattern_name":"Shoreline Grass","created_at":"2018-09-30T05:36:24Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRG-71035","bad_mfr":"71035","vendor":"Phillipe Romano","pattern_name":"Riviera Grass","created_at":"2018-09-30T05:37:03Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-71070","bad_mfr":"71070","vendor":"Phillipe Romano","pattern_name":"Miyago Fine Sisal Aqua","created_at":"2018-09-30T05:40:48Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRG-71079","bad_mfr":"71079","vendor":"Phillipe Romano","pattern_name":"Miyago Fine Sisal","created_at":"2018-09-30T05:41:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRN-62356","bad_mfr":"62356","vendor":"Phillipe Romano","pattern_name":"Bella Monza Modern Stripe","created_at":"2018-09-30T05:52:14Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -8281,706 +1579,8 @@
{"dw_sku":"PRN-62369","bad_mfr":"62369","vendor":"Phillipe Romano","pattern_name":"Bella Padua Brushed Steel","created_at":"2018-09-30T05:53:37Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRN-62370","bad_mfr":"62370","vendor":"Phillipe Romano","pattern_name":"Bella Padua Brushed Steel","created_at":"2018-09-30T05:53:43Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRN-62371","bad_mfr":"62371","vendor":"Phillipe Romano","pattern_name":"Bella Padua Brushed Steel","created_at":"2018-09-30T05:53:49Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRNC-101603","bad_mfr":"101603","vendor":"Phillipe Romano","pattern_name":"Uptown Deco Flocked Velvet","created_at":"2019-07-12T16:49:23Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRNC-26102","bad_mfr":"26102","vendor":"Phillipe Romano","pattern_name":"Madame Belle's Lace Flocked Velvet","created_at":"2019-07-11T22:45:06Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"PRNC-26701","bad_mfr":"26701","vendor":"Phillipe Romano","pattern_name":"Le Sisal","created_at":"2019-07-11T22:46:10Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRO-43015","bad_mfr":"43015","vendor":"Phillipe Romano","pattern_name":"Bradford Stripe","created_at":"2018-09-30T02:16:47Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRO-43087","bad_mfr":"43087","vendor":"Phillipe Romano","pattern_name":"Canterbury Woven","created_at":"2018-09-30T02:24:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"PRO-43092","bad_mfr":"43092","vendor":"Phillipe Romano","pattern_name":"Canterbury Woven","created_at":"2018-09-30T02:24:54Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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-{"dw_sku":"PRO-43102","bad_mfr":"43102","vendor":"Phillipe Romano","pattern_name":"Freeman Street Upholstery","created_at":"2018-09-30T02:25:46Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRO-43105","bad_mfr":"43105","vendor":"Phillipe Romano","pattern_name":"Freeman Street Upholstery","created_at":"2018-09-30T02:25:59Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRO-43127","bad_mfr":"43127","vendor":"Phillipe Romano","pattern_name":"Lancaster Chevron","created_at":"2018-09-30T02:28:12Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"PRO-43130","bad_mfr":"43130","vendor":"Phillipe Romano","pattern_name":"Lancaster Chevron","created_at":"2018-09-30T02:28:30Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -8995,293 +1595,15 @@
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{"dw_sku":"XB4-66541","bad_mfr":"66541","vendor":"Phillipe Romano","pattern_name":"Ron Redding Wide Vinyls","created_at":"2018-09-30T06:41:52Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB4-66542","bad_mfr":"66542","vendor":"Phillipe Romano","pattern_name":"Ron Redding Wide Vinyls","created_at":"2018-09-30T06:41:58Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB4-66543","bad_mfr":"66543","vendor":"Phillipe Romano","pattern_name":"Belami Adori","created_at":"2018-09-30T06:42:04Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
@@ -9308,7 +1630,6 @@
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{"dw_sku":"XB5-66565","bad_mfr":"66565","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:44:06Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB5-66566","bad_mfr":"66566","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:44:12Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
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{"dw_sku":"XB5-66568","bad_mfr":"66568","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:44:24Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB5-66569","bad_mfr":"66569","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:44:29Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB5-66570","bad_mfr":"66570","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:44:35Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
@@ -9319,7 +1640,6 @@
{"dw_sku":"XB5-66575","bad_mfr":"66575","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:45:04Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB5-66576","bad_mfr":"66576","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:45:10Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XB5-66577","bad_mfr":"66577","vendor":"Phillipe Romano","pattern_name":"Gevench Linterdito","created_at":"2018-09-30T06:45:16Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
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{"dw_sku":"XC2-66658","bad_mfr":"66658","vendor":"Phillipe Romano","pattern_name":"Screen Print","created_at":"2018-09-30T06:52:53Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XC2-66659","bad_mfr":"66659","vendor":"Phillipe Romano","pattern_name":"Screen Print","created_at":"2018-09-30T06:52:59Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XC2-66660","bad_mfr":"66660","vendor":"Phillipe Romano","pattern_name":"Screen Print","created_at":"2018-09-30T06:55:09Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
@@ -9335,50 +1655,6 @@
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{"dw_sku":"XC2-66671","bad_mfr":"66671","vendor":"Phillipe Romano","pattern_name":"Screen Print","created_at":"2018-09-30T06:56:11Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XC2-66672","bad_mfr":"66672","vendor":"Phillipe Romano","pattern_name":"Crepe de Chine","created_at":"2018-09-30T06:56:17Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
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{"dw_sku":"XG8-66954","bad_mfr":"66954","vendor":"Phillipe Romano","pattern_name":"Diptyque Vetyverio","created_at":"2018-09-30T07:22:52Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XG8-66955","bad_mfr":"66955","vendor":"Phillipe Romano","pattern_name":"Diptyque Vetyverio","created_at":"2018-09-30T07:22:57Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XG8-66956","bad_mfr":"66956","vendor":"Phillipe Romano","pattern_name":"Diptyque Vetyverio","created_at":"2018-09-30T07:23:02Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
@@ -9399,45 +1675,6 @@
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{"dw_sku":"XL1-68001","bad_mfr":"68001","vendor":"Phillipe Romano","pattern_name":"Aubusson","created_at":"2018-09-30T07:32:04Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
{"dw_sku":"XL1-68002","bad_mfr":"68002","vendor":"Phillipe Romano","pattern_name":"Aubusson","created_at":"2018-09-30T07:32:10Z","best_guess_real_mfr":"","source":"bad-sku","confidence":"n/a","tier":"TIER-4"}
@@ -9459,123 +1696,6 @@
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@@ -9591,123 +1711,10 @@
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@@ -9728,9948 +1735,28 @@
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-{"dw_sku":"FAB-32768","bad_mfr":"32768","vendor":"Schumacher","pattern_name":"Paley Quilter Velvet Diamond Fabric","created_at":"2018-09-30T09:53:44Z","best_guess_real_mfr":"32768","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"PAN-1930","bad_mfr":"1930","vendor":"Schumacher","pattern_name":"Mary Mcdonald Chinoiserie Panel","created_at":"2018-09-30T02:10:53Z","best_guess_real_mfr":"1930","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"PRS-85790","bad_mfr":"85790","vendor":"Schumacher","pattern_name":"Acanthus on Grass","created_at":"2018-09-30T01:51:40Z","best_guess_real_mfr":"85790","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-38806","bad_mfr":"38806","vendor":"Schumacher","pattern_name":"Queen'S Flight Panel Set Grey Wallpaper","created_at":"2025-05-09T14:24:43Z","best_guess_real_mfr":"38806","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38807","bad_mfr":"38807","vendor":"Schumacher","pattern_name":"Queen'S Flight Panel Set Pink Wallpaper","created_at":"2025-05-09T14:24:34Z","best_guess_real_mfr":"38807","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38808","bad_mfr":"38808","vendor":"Schumacher","pattern_name":"Queen'S Flight Panel Set Sky Wallpaper","created_at":"2025-05-09T14:24:22Z","best_guess_real_mfr":"38808","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38809","bad_mfr":"38809","vendor":"Schumacher","pattern_name":"Queen'S Flight Panel Set Sand Wallpaper","created_at":"2025-05-09T14:24:09Z","best_guess_real_mfr":"38809","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38810","bad_mfr":"38810","vendor":"Schumacher","pattern_name":"Queen'S Flight Panel Set Navy Wallpaper","created_at":"2025-05-09T14:23:46Z","best_guess_real_mfr":"38810","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38811","bad_mfr":"38811","vendor":"Schumacher","pattern_name":"Raindots Washed Pink Wallpaper","created_at":"2025-05-09T14:23:33Z","best_guess_real_mfr":"38811","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38812","bad_mfr":"38812","vendor":"Schumacher","pattern_name":"Raindots Fog Wallpaper","created_at":"2025-05-09T14:23:28Z","best_guess_real_mfr":"38812","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38813","bad_mfr":"38813","vendor":"Schumacher","pattern_name":"Raindots Slate Blue Wallpaper","created_at":"2025-05-09T14:23:23Z","best_guess_real_mfr":"38813","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38814","bad_mfr":"38814","vendor":"Schumacher","pattern_name":"Raindots Spring Wallpaper","created_at":"2025-05-09T14:23:18Z","best_guess_real_mfr":"38814","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38815","bad_mfr":"38815","vendor":"Schumacher","pattern_name":"Raindots Marine Noir Wallpaper","created_at":"2025-05-09T14:23:13Z","best_guess_real_mfr":"38815","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38816","bad_mfr":"38816","vendor":"Schumacher","pattern_name":"Raindots Vinyl Warm Silver Wallpaper","created_at":"2025-05-09T14:23:08Z","best_guess_real_mfr":"38816","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38882","bad_mfr":"38882","vendor":"Schumacher","pattern_name":"Riley Soft Black Wallpaper","created_at":"2025-05-09T14:23:02Z","best_guess_real_mfr":"38882","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38883","bad_mfr":"38883","vendor":"Schumacher","pattern_name":"Riley Sky On Ivory Wallpaper","created_at":"2025-05-09T14:22:52Z","best_guess_real_mfr":"38883","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38884","bad_mfr":"38884","vendor":"Schumacher","pattern_name":"Riley Natural Wallpaper","created_at":"2025-05-09T14:22:42Z","best_guess_real_mfr":"38884","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38885","bad_mfr":"38885","vendor":"Schumacher","pattern_name":"Ripple Vinyl Taupe Wallpaper","created_at":"2025-05-09T14:22:32Z","best_guess_real_mfr":"38885","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38886","bad_mfr":"38886","vendor":"Schumacher","pattern_name":"Ripple Vinyl Black & Ivory Wallpaper","created_at":"2025-05-09T14:22:24Z","best_guess_real_mfr":"38886","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38887","bad_mfr":"38887","vendor":"Schumacher","pattern_name":"Roca Redonda Blue & Ivory Wallpaper","created_at":"2025-05-09T14:22:11Z","best_guess_real_mfr":"38887","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38888","bad_mfr":"38888","vendor":"Schumacher","pattern_name":"Roca Redonda Mineral & Pink Wallpaper","created_at":"2025-05-09T14:21:58Z","best_guess_real_mfr":"38888","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38962","bad_mfr":"38962","vendor":"Schumacher","pattern_name":"Rosenborg Pink Wallpaper","created_at":"2025-05-09T14:21:42Z","best_guess_real_mfr":"38962","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38963","bad_mfr":"38963","vendor":"Schumacher","pattern_name":"Rosenborg Yellow Wallpaper","created_at":"2025-05-09T14:21:32Z","best_guess_real_mfr":"38963","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38964","bad_mfr":"38964","vendor":"Schumacher","pattern_name":"Rosenborg Green Wallpaper","created_at":"2025-05-09T14:21:22Z","best_guess_real_mfr":"38964","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38965","bad_mfr":"38965","vendor":"Schumacher","pattern_name":"Rosenborg Navy Wallpaper","created_at":"2025-05-09T14:21:12Z","best_guess_real_mfr":"38965","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38966","bad_mfr":"38966","vendor":"Schumacher","pattern_name":"Rubia Blue Wallpaper","created_at":"2025-05-09T14:21:00Z","best_guess_real_mfr":"38966","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38967","bad_mfr":"38967","vendor":"Schumacher","pattern_name":"Rubia Ivory Wallpaper","created_at":"2025-05-09T14:20:38Z","best_guess_real_mfr":"38967","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-38968","bad_mfr":"38968","vendor":"Schumacher","pattern_name":"Rubia Blush Wallpaper","created_at":"2025-05-09T14:20:26Z","best_guess_real_mfr":"38968","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39037","bad_mfr":"39037","vendor":"Schumacher","pattern_name":"Sapporo Stripe Texture Alabaster Wallpaper","created_at":"2025-05-09T14:20:16Z","best_guess_real_mfr":"39037","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39038","bad_mfr":"39038","vendor":"Schumacher","pattern_name":"Saranda Flower Cardinal Wallpaper","created_at":"2025-05-09T14:20:11Z","best_guess_real_mfr":"39038","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39039","bad_mfr":"39039","vendor":"Schumacher","pattern_name":"Saranda Flower Marigold Wallpaper","created_at":"2025-05-09T14:20:01Z","best_guess_real_mfr":"39039","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39040","bad_mfr":"39040","vendor":"Schumacher","pattern_name":"Saranda Flower Royal Wallpaper","created_at":"2025-05-09T14:19:51Z","best_guess_real_mfr":"39040","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39133","bad_mfr":"39133","vendor":"Schumacher","pattern_name":"Sea Coral Bone Wallpaper","created_at":"2025-05-09T14:19:40Z","best_guess_real_mfr":"39133","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39134","bad_mfr":"39134","vendor":"Schumacher","pattern_name":"Sea Coral Champagne Wallpaper","created_at":"2025-05-09T14:19:33Z","best_guess_real_mfr":"39134","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39135","bad_mfr":"39135","vendor":"Schumacher","pattern_name":"Sea Coral Mineral Wallpaper","created_at":"2025-05-09T14:19:28Z","best_guess_real_mfr":"39135","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39136","bad_mfr":"39136","vendor":"Schumacher","pattern_name":"Sea Coral Smoke Wallpaper","created_at":"2025-05-09T14:19:23Z","best_guess_real_mfr":"39136","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39137","bad_mfr":"39137","vendor":"Schumacher","pattern_name":"Sea Coral Chartreuse Wallpaper","created_at":"2025-05-09T14:19:18Z","best_guess_real_mfr":"39137","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39138","bad_mfr":"39138","vendor":"Schumacher","pattern_name":"Sea Grapes Palm Wallpaper","created_at":"2025-05-09T14:19:03Z","best_guess_real_mfr":"39138","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39139","bad_mfr":"39139","vendor":"Schumacher","pattern_name":"Sea Grapes Tropical Wallpaper","created_at":"2025-05-09T14:18:51Z","best_guess_real_mfr":"39139","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39143","bad_mfr":"39143","vendor":"Schumacher","pattern_name":"Secret Garden Green Wallpaper","created_at":"2025-05-09T14:18:40Z","best_guess_real_mfr":"39143","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39144","bad_mfr":"39144","vendor":"Schumacher","pattern_name":"Secret Garden Light Blue Wallpaper","created_at":"2025-05-09T14:18:30Z","best_guess_real_mfr":"39144","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39145","bad_mfr":"39145","vendor":"Schumacher","pattern_name":"Secret Garden Grey Wallpaper","created_at":"2025-05-09T14:18:20Z","best_guess_real_mfr":"39145","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39150","bad_mfr":"39150","vendor":"Schumacher","pattern_name":"Shaded Silk Dove Wallpaper","created_at":"2025-05-09T14:18:10Z","best_guess_real_mfr":"39150","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39151","bad_mfr":"39151","vendor":"Schumacher","pattern_name":"Shaded Silk Aqua Wallpaper","created_at":"2025-05-09T14:18:03Z","best_guess_real_mfr":"39151","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39152","bad_mfr":"39152","vendor":"Schumacher","pattern_name":"Shaded Silk Thistle Wallpaper","created_at":"2025-05-09T14:17:57Z","best_guess_real_mfr":"39152","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39153","bad_mfr":"39153","vendor":"Schumacher","pattern_name":"Shaded Silk Sapphire Wallpaper","created_at":"2025-05-09T14:17:50Z","best_guess_real_mfr":"39153","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39154","bad_mfr":"39154","vendor":"Schumacher","pattern_name":"Shaded Silk Emerald Wallpaper","created_at":"2025-05-09T14:17:45Z","best_guess_real_mfr":"39154","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39155","bad_mfr":"39155","vendor":"Schumacher","pattern_name":"Shaded Silk Peacock Wallpaper","created_at":"2025-05-09T14:17:27Z","best_guess_real_mfr":"39155","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39156","bad_mfr":"39156","vendor":"Schumacher","pattern_name":"Shaded Silk Umber Wallpaper","created_at":"2025-05-09T14:17:22Z","best_guess_real_mfr":"39156","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39157","bad_mfr":"39157","vendor":"Schumacher","pattern_name":"Shaded Silk Sable Wallpaper","created_at":"2025-05-09T14:17:17Z","best_guess_real_mfr":"39157","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39158","bad_mfr":"39158","vendor":"Schumacher","pattern_name":"Shijin Silk Silver Wallpaper","created_at":"2025-05-09T14:17:12Z","best_guess_real_mfr":"39158","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39160","bad_mfr":"39160","vendor":"Schumacher","pattern_name":"Silk Strie Parchment Wallpaper","created_at":"2025-05-09T14:17:07Z","best_guess_real_mfr":"39160","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39161","bad_mfr":"39161","vendor":"Schumacher","pattern_name":"Silk Strie Sand Wallpaper","created_at":"2025-05-09T14:17:00Z","best_guess_real_mfr":"39161","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39162","bad_mfr":"39162","vendor":"Schumacher","pattern_name":"Silk Strie Pearl Wallpaper","created_at":"2025-05-09T14:16:54Z","best_guess_real_mfr":"39162","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39163","bad_mfr":"39163","vendor":"Schumacher","pattern_name":"Silk Strie Aqua Wallpaper","created_at":"2025-05-09T14:16:47Z","best_guess_real_mfr":"39163","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39164","bad_mfr":"39164","vendor":"Schumacher","pattern_name":"Silk Strie Leaf Wallpaper","created_at":"2025-05-09T14:16:39Z","best_guess_real_mfr":"39164","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39165","bad_mfr":"39165","vendor":"Schumacher","pattern_name":"Silk Strie Fawn Wallpaper","created_at":"2025-05-09T14:16:32Z","best_guess_real_mfr":"39165","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39167","bad_mfr":"39167","vendor":"Schumacher","pattern_name":"Sky Meadow Linen Wallpaper","created_at":"2025-05-09T14:16:25Z","best_guess_real_mfr":"39167","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39168","bad_mfr":"39168","vendor":"Schumacher","pattern_name":"Sky Meadow Light Blue Wallpaper","created_at":"2025-05-09T14:16:21Z","best_guess_real_mfr":"39168","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39169","bad_mfr":"39169","vendor":"Schumacher","pattern_name":"Sky Meadow Yellow Wallpaper","created_at":"2025-05-09T14:16:17Z","best_guess_real_mfr":"39169","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39170","bad_mfr":"39170","vendor":"Schumacher","pattern_name":"Sky Meadow Green Wallpaper","created_at":"2025-05-09T14:16:12Z","best_guess_real_mfr":"39170","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39171","bad_mfr":"39171","vendor":"Schumacher","pattern_name":"Sky Meadow Blue Wallpaper","created_at":"2025-05-09T14:16:07Z","best_guess_real_mfr":"39171","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39172","bad_mfr":"39172","vendor":"Schumacher","pattern_name":"Soho Diamond Alabaster Wallpaper","created_at":"2025-05-09T14:15:52Z","best_guess_real_mfr":"39172","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39173","bad_mfr":"39173","vendor":"Schumacher","pattern_name":"Soho Diamond Stone Wallpaper","created_at":"2025-05-09T14:15:45Z","best_guess_real_mfr":"39173","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39174","bad_mfr":"39174","vendor":"Schumacher","pattern_name":"Soho Diamond Teal Wallpaper","created_at":"2025-05-09T14:15:38Z","best_guess_real_mfr":"39174","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39175","bad_mfr":"39175","vendor":"Schumacher","pattern_name":"Soho Diamond Taupe Wallpaper","created_at":"2025-05-09T14:15:31Z","best_guess_real_mfr":"39175","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39176","bad_mfr":"39176","vendor":"Schumacher","pattern_name":"Soho Diamond Persimmon Wallpaper","created_at":"2025-05-09T14:15:23Z","best_guess_real_mfr":"39176","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39180","bad_mfr":"39180","vendor":"Schumacher","pattern_name":"Solandra Vine Leaf Wallpaper","created_at":"2025-05-09T14:15:14Z","best_guess_real_mfr":"39180","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39181","bad_mfr":"39181","vendor":"Schumacher","pattern_name":"Solandra Vine Black Wallpaper","created_at":"2025-05-09T14:15:01Z","best_guess_real_mfr":"39181","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39182","bad_mfr":"39182","vendor":"Schumacher","pattern_name":"Solandra Vine Natural Wallpaper","created_at":"2025-05-09T14:14:48Z","best_guess_real_mfr":"39182","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39273","bad_mfr":"39273","vendor":"Schumacher","pattern_name":"Square Dance Peacock Wallpaper","created_at":"2025-05-09T14:14:37Z","best_guess_real_mfr":"39273","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39274","bad_mfr":"39274","vendor":"Schumacher","pattern_name":"Square Dance Blue Wallpaper","created_at":"2025-05-09T14:14:17Z","best_guess_real_mfr":"39274","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39275","bad_mfr":"39275","vendor":"Schumacher","pattern_name":"Square Dance Brown Wallpaper","created_at":"2025-05-09T14:14:04Z","best_guess_real_mfr":"39275","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39276","bad_mfr":"39276","vendor":"Schumacher","pattern_name":"Stargaze Bronze Star Wallpaper","created_at":"2025-05-09T14:13:55Z","best_guess_real_mfr":"39276","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39277","bad_mfr":"39277","vendor":"Schumacher","pattern_name":"Stargaze Blue Wallpaper","created_at":"2025-05-09T14:13:46Z","best_guess_real_mfr":"39277","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39286","bad_mfr":"39286","vendor":"Schumacher","pattern_name":"Strie Sisal Woodrose Wallpaper","created_at":"2025-05-09T14:13:35Z","best_guess_real_mfr":"39286","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39287","bad_mfr":"39287","vendor":"Schumacher","pattern_name":"Strie Sisal Burnt Orange Wallpaper","created_at":"2025-05-09T14:13:29Z","best_guess_real_mfr":"39287","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39297","bad_mfr":"39297","vendor":"Schumacher","pattern_name":"Sumba Sisal Flax Wallpaper","created_at":"2025-05-09T14:13:23Z","best_guess_real_mfr":"39297","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39298","bad_mfr":"39298","vendor":"Schumacher","pattern_name":"Sumba Sisal Sage Wallpaper","created_at":"2025-05-09T14:13:18Z","best_guess_real_mfr":"39298","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39299","bad_mfr":"39299","vendor":"Schumacher","pattern_name":"Sumba Sisal Caramel Wallpaper","created_at":"2025-05-09T14:13:13Z","best_guess_real_mfr":"39299","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39313","bad_mfr":"39313","vendor":"Schumacher","pattern_name":"Suwon Sisal Aqua Wallpaper","created_at":"2025-05-09T14:13:08Z","best_guess_real_mfr":"39313","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39314","bad_mfr":"39314","vendor":"Schumacher","pattern_name":"Suwon Sisal Champagne Wallpaper","created_at":"2025-05-09T14:13:03Z","best_guess_real_mfr":"39314","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39315","bad_mfr":"39315","vendor":"Schumacher","pattern_name":"Suwon Sisal Gold Wallpaper","created_at":"2025-05-09T14:12:58Z","best_guess_real_mfr":"39315","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39316","bad_mfr":"39316","vendor":"Schumacher","pattern_name":"Suwon Sisal Silver Surf Wallpaper","created_at":"2025-05-09T14:12:53Z","best_guess_real_mfr":"39316","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39317","bad_mfr":"39317","vendor":"Schumacher","pattern_name":"Suwon Sisal Sharkskin Wallpaper","created_at":"2025-05-09T14:12:48Z","best_guess_real_mfr":"39317","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39318","bad_mfr":"39318","vendor":"Schumacher","pattern_name":"Tabitha Orpington Blue Wallpaper","created_at":"2025-05-09T14:12:35Z","best_guess_real_mfr":"39318","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39319","bad_mfr":"39319","vendor":"Schumacher","pattern_name":"Tabitha Quiet Pink Wallpaper","created_at":"2025-05-09T14:12:24Z","best_guess_real_mfr":"39319","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39320","bad_mfr":"39320","vendor":"Schumacher","pattern_name":"Tabitha Soft Grey Wallpaper","created_at":"2025-05-09T14:12:14Z","best_guess_real_mfr":"39320","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39321","bad_mfr":"39321","vendor":"Schumacher","pattern_name":"Telluride Herringbone Malt Wallpaper","created_at":"2025-05-09T14:12:04Z","best_guess_real_mfr":"39321","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-39328","bad_mfr":"39328","vendor":"Schumacher","pattern_name":"Textured Check White Wallpaper","created_at":"2025-05-09T14:11:41Z","best_guess_real_mfr":"39328","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39337","bad_mfr":"39337","vendor":"Schumacher","pattern_name":"Thistle Ivory Wallpaper","created_at":"2025-05-09T14:11:28Z","best_guess_real_mfr":"39337","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39338","bad_mfr":"39338","vendor":"Schumacher","pattern_name":"Thistle Lavender Wallpaper","created_at":"2025-05-09T14:11:01Z","best_guess_real_mfr":"39338","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
-{"dw_sku":"SCH-39339","bad_mfr":"39339","vendor":"Schumacher","pattern_name":"Thistle Mustard Wallpaper","created_at":"2025-05-09T14:10:47Z","best_guess_real_mfr":"39339","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-39350","bad_mfr":"39350","vendor":"Schumacher","pattern_name":"Tiasquam Sky Wallpaper","created_at":"2025-05-09T14:08:45Z","best_guess_real_mfr":"39350","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-39353","bad_mfr":"39353","vendor":"Schumacher","pattern_name":"Tiger Palm Crimson On Peach Wallpaper","created_at":"2025-05-09T14:08:15Z","best_guess_real_mfr":"39353","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-39387","bad_mfr":"39387","vendor":"Schumacher","pattern_name":"Tortola Linen Paperweave Natural Wallpaper","created_at":"2025-05-09T14:06:30Z","best_guess_real_mfr":"39387","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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-{"dw_sku":"SCH-39547","bad_mfr":"39547","vendor":"Schumacher","pattern_name":"Vientiane Ikat Coral Wallpaper","created_at":"2025-05-09T13:59:18Z","best_guess_real_mfr":"39547","source":"likely-legit-numeric","confidence":"exclude","tier":"LIKELY-LEGIT"}
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{"dw_sku":"SUR-21500","bad_mfr":"21500","vendor":"Surface Stick","pattern_name":"Americano with Surface Stick","created_at":"2018-09-30T08:30:15Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"SUR-21501","bad_mfr":"21501","vendor":"Surface Stick","pattern_name":"Americano with Surface Stick","created_at":"2018-09-30T08:30:21Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
{"dw_sku":"SUR-21502","bad_mfr":"21502","vendor":"Surface Stick","pattern_name":"Americano with Surface Stick","created_at":"2018-09-30T08:30:27Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
@@ -20167,7 +2254,6 @@
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{"dw_sku":"SUR-22008","bad_mfr":"22008","vendor":"Surface Stick","pattern_name":"Wellington with Surface Stick","created_at":"2018-09-30T08:02:31Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
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@@ -20213,41 +2299,27 @@
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@@ -20264,48 +2336,27 @@
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@@ -20319,277 +2370,34 @@
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@@ -20608,9 +2416,6 @@
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@@ -20619,260 +2424,9 @@
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-{"dw_sku":"DWWG-SM10231","bad_mfr":"10231","vendor":"Wolf Gordon","pattern_name":"SM10231","created_at":"2020-04-22T22:47:25Z","best_guess_real_mfr":"SM10231","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10232","bad_mfr":"10232","vendor":"Wolf Gordon","pattern_name":"SM10232","created_at":"2020-04-22T22:47:27Z","best_guess_real_mfr":"SM10232","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10233","bad_mfr":"10233","vendor":"Wolf Gordon","pattern_name":"SM10233","created_at":"2020-04-22T22:47:28Z","best_guess_real_mfr":"SM10233","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10234","bad_mfr":"10234","vendor":"Wolf Gordon","pattern_name":"SM10234","created_at":"2020-04-22T22:47:30Z","best_guess_real_mfr":"SM10234","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10235","bad_mfr":"10235","vendor":"Wolf Gordon","pattern_name":"SM10235","created_at":"2020-04-22T22:47:32Z","best_guess_real_mfr":"SM10235","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10236","bad_mfr":"10236","vendor":"Wolf Gordon","pattern_name":"SM10236","created_at":"2020-04-22T22:47:33Z","best_guess_real_mfr":"SM10236","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10237","bad_mfr":"10237","vendor":"Wolf Gordon","pattern_name":"SM10237","created_at":"2020-04-22T22:47:35Z","best_guess_real_mfr":"SM10237","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10238","bad_mfr":"10238","vendor":"Wolf Gordon","pattern_name":"SM10238","created_at":"2020-04-22T22:47:36Z","best_guess_real_mfr":"SM10238","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10239","bad_mfr":"10239","vendor":"Wolf Gordon","pattern_name":"SM10239","created_at":"2020-04-22T22:47:38Z","best_guess_real_mfr":"SM10239","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10240","bad_mfr":"10240","vendor":"Wolf Gordon","pattern_name":"SM10240","created_at":"2020-04-22T22:47:40Z","best_guess_real_mfr":"SM10240","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10241","bad_mfr":"10241","vendor":"Wolf Gordon","pattern_name":"SM10241","created_at":"2020-04-22T22:47:41Z","best_guess_real_mfr":"SM10241","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10242","bad_mfr":"10242","vendor":"Wolf Gordon","pattern_name":"SM10242","created_at":"2020-04-22T22:47:43Z","best_guess_real_mfr":"SM10242","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10243","bad_mfr":"10243","vendor":"Wolf Gordon","pattern_name":"SM10243","created_at":"2020-04-22T22:47:45Z","best_guess_real_mfr":"SM10243","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10244","bad_mfr":"10244","vendor":"Wolf Gordon","pattern_name":"SM10244","created_at":"2020-04-22T22:47:46Z","best_guess_real_mfr":"SM10244","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10245","bad_mfr":"10245","vendor":"Wolf Gordon","pattern_name":"SM10245","created_at":"2020-04-22T22:47:48Z","best_guess_real_mfr":"SM10245","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10246","bad_mfr":"10246","vendor":"Wolf Gordon","pattern_name":"SM10246","created_at":"2020-04-22T22:47:49Z","best_guess_real_mfr":"SM10246","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10247","bad_mfr":"10247","vendor":"Wolf Gordon","pattern_name":"SM10247","created_at":"2020-04-22T22:47:51Z","best_guess_real_mfr":"SM10247","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10248","bad_mfr":"10248","vendor":"Wolf Gordon","pattern_name":"SM10248","created_at":"2020-04-22T22:47:52Z","best_guess_real_mfr":"SM10248","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10249","bad_mfr":"10249","vendor":"Wolf Gordon","pattern_name":"SM10249","created_at":"2020-04-22T22:47:54Z","best_guess_real_mfr":"SM10249","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10250","bad_mfr":"10250","vendor":"Wolf Gordon","pattern_name":"SM10250","created_at":"2020-04-22T22:47:56Z","best_guess_real_mfr":"SM10250","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10251","bad_mfr":"10251","vendor":"Wolf Gordon","pattern_name":"SM10251","created_at":"2020-04-22T22:47:58Z","best_guess_real_mfr":"SM10251","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10253","bad_mfr":"10253","vendor":"Wolf Gordon","pattern_name":"SM10253","created_at":"2020-04-22T22:48:00Z","best_guess_real_mfr":"SM10253","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10254","bad_mfr":"10254","vendor":"Wolf Gordon","pattern_name":"SM10254","created_at":"2020-04-22T22:48:02Z","best_guess_real_mfr":"SM10254","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10255","bad_mfr":"10255","vendor":"Wolf Gordon","pattern_name":"SM10255","created_at":"2020-04-22T22:48:04Z","best_guess_real_mfr":"SM10255","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10256","bad_mfr":"10256","vendor":"Wolf Gordon","pattern_name":"SM10256","created_at":"2020-04-22T22:48:05Z","best_guess_real_mfr":"SM10256","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10257","bad_mfr":"10257","vendor":"Wolf Gordon","pattern_name":"SM10257","created_at":"2020-04-22T22:48:07Z","best_guess_real_mfr":"SM10257","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10258","bad_mfr":"10258","vendor":"Wolf Gordon","pattern_name":"SM10258","created_at":"2020-04-22T22:48:08Z","best_guess_real_mfr":"SM10258","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10259","bad_mfr":"10259","vendor":"Wolf Gordon","pattern_name":"SM10259","created_at":"2020-04-22T22:48:10Z","best_guess_real_mfr":"SM10259","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10260","bad_mfr":"10260","vendor":"Wolf Gordon","pattern_name":"SM10260","created_at":"2020-04-22T22:48:11Z","best_guess_real_mfr":"SM10260","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM10261","bad_mfr":"10261","vendor":"Wolf Gordon","pattern_name":"SM10261","created_at":"2020-04-22T22:48:14Z","best_guess_real_mfr":"SM10261","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SM11385","bad_mfr":"11385","vendor":"Wolf Gordon","pattern_name":"SM11385","created_at":"2020-04-22T22:48:15Z","best_guess_real_mfr":"SM11385","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10200","bad_mfr":"10200","vendor":"Wolf Gordon","pattern_name":"SP10200","created_at":"2020-04-22T22:48:46Z","best_guess_real_mfr":"SP10200","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10201","bad_mfr":"10201","vendor":"Wolf Gordon","pattern_name":"SP10201","created_at":"2020-04-22T22:48:47Z","best_guess_real_mfr":"SP10201","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10202","bad_mfr":"10202","vendor":"Wolf Gordon","pattern_name":"Smooth Pearl","created_at":"2020-04-22T22:48:49Z","best_guess_real_mfr":"SP10202","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10203","bad_mfr":"10203","vendor":"Wolf Gordon","pattern_name":"SP10203","created_at":"2020-04-22T22:48:51Z","best_guess_real_mfr":"SP10203","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10204","bad_mfr":"10204","vendor":"Wolf Gordon","pattern_name":"Smooth Pearl","created_at":"2020-04-22T22:48:53Z","best_guess_real_mfr":"SP10204","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10205","bad_mfr":"10205","vendor":"Wolf Gordon","pattern_name":"SP10205","created_at":"2020-04-22T22:48:54Z","best_guess_real_mfr":"SP10205","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10206","bad_mfr":"10206","vendor":"Wolf Gordon","pattern_name":"SP10206","created_at":"2020-04-22T22:48:56Z","best_guess_real_mfr":"SP10206","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10207","bad_mfr":"10207","vendor":"Wolf Gordon","pattern_name":"SP10207","created_at":"2020-04-22T22:48:58Z","best_guess_real_mfr":"SP10207","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10208","bad_mfr":"10208","vendor":"Wolf Gordon","pattern_name":"SP10208","created_at":"2020-04-22T22:48:59Z","best_guess_real_mfr":"SP10208","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10209","bad_mfr":"10209","vendor":"Wolf Gordon","pattern_name":"SP10209","created_at":"2020-04-22T22:49:01Z","best_guess_real_mfr":"SP10209","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10210","bad_mfr":"10210","vendor":"Wolf Gordon","pattern_name":"SP10210","created_at":"2020-04-22T22:49:02Z","best_guess_real_mfr":"SP10210","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10211","bad_mfr":"10211","vendor":"Wolf Gordon","pattern_name":"SP10211","created_at":"2020-04-22T22:49:04Z","best_guess_real_mfr":"SP10211","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10212","bad_mfr":"10212","vendor":"Wolf Gordon","pattern_name":"SP10212","created_at":"2020-04-22T22:49:06Z","best_guess_real_mfr":"SP10212","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10214","bad_mfr":"10214","vendor":"Wolf Gordon","pattern_name":"SP10214","created_at":"2020-04-22T22:49:07Z","best_guess_real_mfr":"SP10214","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10215","bad_mfr":"10215","vendor":"Wolf Gordon","pattern_name":"SP10215","created_at":"2020-04-22T22:49:09Z","best_guess_real_mfr":"SP10215","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10216","bad_mfr":"10216","vendor":"Wolf Gordon","pattern_name":"SP10216","created_at":"2020-04-22T22:49:10Z","best_guess_real_mfr":"SP10216","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10217","bad_mfr":"10217","vendor":"Wolf Gordon","pattern_name":"SP10217","created_at":"2020-04-22T22:49:12Z","best_guess_real_mfr":"SP10217","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10218","bad_mfr":"10218","vendor":"Wolf Gordon","pattern_name":"SP10218","created_at":"2020-04-22T22:49:13Z","best_guess_real_mfr":"SP10218","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10219","bad_mfr":"10219","vendor":"Wolf Gordon","pattern_name":"Smooth Pearl","created_at":"2020-04-22T22:49:15Z","best_guess_real_mfr":"SP10219","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10220","bad_mfr":"10220","vendor":"Wolf Gordon","pattern_name":"SP10220","created_at":"2020-04-22T22:49:16Z","best_guess_real_mfr":"SP10220","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10222","bad_mfr":"10222","vendor":"Wolf Gordon","pattern_name":"SP10222","created_at":"2020-04-22T22:49:18Z","best_guess_real_mfr":"SP10222","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10223","bad_mfr":"10223","vendor":"Wolf Gordon","pattern_name":"SP10223","created_at":"2020-04-22T22:49:19Z","best_guess_real_mfr":"SP10223","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10225","bad_mfr":"10225","vendor":"Wolf Gordon","pattern_name":"SP10225","created_at":"2020-04-22T22:49:21Z","best_guess_real_mfr":"SP10225","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10226","bad_mfr":"10226","vendor":"Wolf Gordon","pattern_name":"SP10226","created_at":"2020-04-22T22:49:23Z","best_guess_real_mfr":"SP10226","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP10230","bad_mfr":"10230","vendor":"Wolf Gordon","pattern_name":"SP10230","created_at":"2020-04-22T22:49:26Z","best_guess_real_mfr":"SP10230","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP11389","bad_mfr":"11389","vendor":"Wolf Gordon","pattern_name":"SP11389","created_at":"2020-04-22T22:49:28Z","best_guess_real_mfr":"SP11389","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-SP11394","bad_mfr":"11394","vendor":"Wolf Gordon","pattern_name":"SP11394","created_at":"2020-04-22T22:49:30Z","best_guess_real_mfr":"SP11394","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10398","bad_mfr":"10398","vendor":"Wolf Gordon","pattern_name":"ST10398","created_at":"2020-04-22T22:51:40Z","best_guess_real_mfr":"ST10398","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10399","bad_mfr":"10399","vendor":"Wolf Gordon","pattern_name":"ST10399","created_at":"2020-04-22T22:51:42Z","best_guess_real_mfr":"ST10399","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10400","bad_mfr":"10400","vendor":"Wolf Gordon","pattern_name":"ST10400","created_at":"2020-04-22T22:51:44Z","best_guess_real_mfr":"ST10400","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10401","bad_mfr":"10401","vendor":"Wolf Gordon","pattern_name":"ST10401","created_at":"2020-04-22T22:51:46Z","best_guess_real_mfr":"ST10401","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10402","bad_mfr":"10402","vendor":"Wolf Gordon","pattern_name":"ST10402","created_at":"2020-04-22T22:51:47Z","best_guess_real_mfr":"ST10402","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10403","bad_mfr":"10403","vendor":"Wolf Gordon","pattern_name":"ST10403","created_at":"2020-04-22T22:51:51Z","best_guess_real_mfr":"ST10403","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10404","bad_mfr":"10404","vendor":"Wolf Gordon","pattern_name":"ST10404","created_at":"2020-04-22T22:51:54Z","best_guess_real_mfr":"ST10404","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10405","bad_mfr":"10405","vendor":"Wolf Gordon","pattern_name":"ST10405","created_at":"2020-04-22T22:51:56Z","best_guess_real_mfr":"ST10405","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10406","bad_mfr":"10406","vendor":"Wolf Gordon","pattern_name":"ST10406","created_at":"2020-04-22T22:51:59Z","best_guess_real_mfr":"ST10406","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10407","bad_mfr":"10407","vendor":"Wolf Gordon","pattern_name":"ST10407","created_at":"2020-04-22T22:52:01Z","best_guess_real_mfr":"ST10407","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10408","bad_mfr":"10408","vendor":"Wolf Gordon","pattern_name":"ST10408","created_at":"2020-04-22T22:52:02Z","best_guess_real_mfr":"ST10408","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10409","bad_mfr":"10409","vendor":"Wolf Gordon","pattern_name":"ST10409","created_at":"2020-04-22T22:52:04Z","best_guess_real_mfr":"ST10409","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10410","bad_mfr":"10410","vendor":"Wolf Gordon","pattern_name":"ST10410","created_at":"2020-04-22T22:52:06Z","best_guess_real_mfr":"ST10410","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10411","bad_mfr":"10411","vendor":"Wolf Gordon","pattern_name":"ST10411","created_at":"2020-04-22T22:52:08Z","best_guess_real_mfr":"ST10411","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10412","bad_mfr":"10412","vendor":"Wolf Gordon","pattern_name":"ST10412","created_at":"2020-04-22T22:52:09Z","best_guess_real_mfr":"ST10412","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10413","bad_mfr":"10413","vendor":"Wolf Gordon","pattern_name":"ST10413","created_at":"2020-04-22T22:52:11Z","best_guess_real_mfr":"ST10413","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10414","bad_mfr":"10414","vendor":"Wolf Gordon","pattern_name":"ST10414","created_at":"2020-04-22T22:52:13Z","best_guess_real_mfr":"ST10414","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10415","bad_mfr":"10415","vendor":"Wolf Gordon","pattern_name":"ST10415","created_at":"2020-04-22T22:52:14Z","best_guess_real_mfr":"ST10415","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST10416","bad_mfr":"10416","vendor":"Wolf Gordon","pattern_name":"ST10416","created_at":"2020-04-22T22:52:16Z","best_guess_real_mfr":"ST10416","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST11380","bad_mfr":"11380","vendor":"Wolf Gordon","pattern_name":"ST11380","created_at":"2020-04-22T22:52:39Z","best_guess_real_mfr":"ST11380","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST11387","bad_mfr":"11387","vendor":"Wolf Gordon","pattern_name":"ST11387","created_at":"2020-04-22T22:52:43Z","best_guess_real_mfr":"ST11387","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-ST11391","bad_mfr":"11391","vendor":"Wolf Gordon","pattern_name":"ST11391","created_at":"2020-04-22T22:52:45Z","best_guess_real_mfr":"ST11391","source":"dwsku-alpha-prefix","confidence":"high","tier":"TIER-2"}
-{"dw_sku":"DWWG-TRDD 11357","bad_mfr":"11357","vendor":"Wolf Gordon","pattern_name":"Ambient Design","created_at":"2020-04-22T22:53:17Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
-{"dw_sku":"DWWG-VRL007_191210_031307","bad_mfr":"031307","vendor":"Wolf Gordon","pattern_name":"Ambient Design","created_at":"2020-04-22T22:54:33Z","best_guess_real_mfr":"","source":"none","confidence":"needs-review","tier":"TIER-3"}
diff --git a/scripts/build-queue.mjs b/scripts/build-queue.mjs
index b0aca4e..c78bee0 100644
--- a/scripts/build-queue.mjs
+++ b/scripts/build-queue.mjs
@@ -40,7 +40,15 @@ console.log(`[build-queue] date column: ${dateCol || 'none'}`);
// Corruption signature: mfr_sku <> '' AND mfr_sku = numeric tail of dw_sku.
// We pull the raw fields + the derived pattern token so classification runs in JS.
-const SIG = `mfr_sku IS NOT NULL AND mfr_sku <> ''
+//
+// SCOPE (Steve 2026-08-27, "only look at active patterns"): DEFAULT to status='ACTIVE'
+// only — the ~18k DELETED_FROM_SHOPIFY/ARCHIVED ghosts (and ALL Schumacher rows, which
+// are already all deleted/archived) are noise for review. ACTIVE-only = ~2,432 rows.
+// Set STATUS_FILTER=all to see every status again.
+const STATUS_FILTER = (process.env.STATUS_FILTER || 'ACTIVE').trim().toUpperCase();
+const STATUS_CLAUSE = STATUS_FILTER === 'ALL' ? '' : `status='${STATUS_FILTER.replace(/'/g, "''")}'\n AND `;
+console.log(`[build-queue] status filter: ${STATUS_FILTER}`);
+const SIG = `${STATUS_CLAUSE}mfr_sku IS NOT NULL AND mfr_sku <> ''
AND mfr_sku = (regexp_match(dw_sku,'(\\d+)(-SAMPLE)?$','i'))[1]`;
const selDate = dateCol ? `to_char(${dateCol} AT TIME ZONE 'UTC','YYYY-MM-DD"T"HH24:MI:SS"Z"')` : `NULL`;
diff --git a/scripts/vendor-sweep-analyze.mjs b/scripts/vendor-sweep-analyze.mjs
index 9117b0c..83ce2b6 100644
--- a/scripts/vendor-sweep-analyze.mjs
+++ b/scripts/vendor-sweep-analyze.mjs
@@ -43,10 +43,13 @@ function psql(sql) {
// Enumerate the vendor's DW#==mfr placeholder base SKUs (strip -Sample, dedupe).
async function enumerateSkus(vendor) {
const esc = vendor.replace(/'/g, "''");
+ // SCOPE (Steve 2026-08-27, "only look at active patterns"): ACTIVE-only.
+ const statusFilter = (process.env.STATUS_FILTER || 'ACTIVE').trim().toUpperCase();
+ const statusClause = statusFilter === 'ALL' ? '' : `\n AND status='${statusFilter.replace(/'/g, "''")}'`;
const sql = `
SELECT DISTINCT regexp_replace(dw_sku, '[-_ ]?[Ss]ample$', '') AS base_sku
FROM shopify_products
- WHERE vendor ILIKE '%${esc}%'
+ WHERE vendor ILIKE '%${esc}%'${statusClause}
AND mfr_sku IS NOT NULL AND mfr_sku <> ''
AND mfr_sku !~ '[A-Za-z]'
AND regexp_replace(coalesce(mfr_sku,''),'[^0-9]','','g') <> ''
← e24c287 executor: add belongs-to-SKU (skuMatch) guard to execute-tim
·
back to Mfr Review Viewer Corruption
·
list form + full nav agent: convert card grid to one-row-per 84c6e57 →