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README.md

@@ -779,19 +779,6 @@ original `PaDaS-Lab/webfaq` shards; `kept` = rows remaining after cleaning.
 
 ## Cleaning
 
-Each row goes through four lightweight, mostly substring-based passes:
-a substring blocklist (cross-language SEO doorway markers like KAYAK /
-momondo / Tripadvisor / TrickTactoe, plus per-language patterns for
-zh and ja); a yes/no echo + query-template filter (zh/ja-specific);
-near-duplicate dedup via MinHash LSH (64 perms, 16 bands, char-5gram
-shingles, Jaccard ≥ 0.85 per bucket); and encoding repair (HTML
-entities, JSON-unicode-escape leftovers, and literal `\r\n\t` fixed
-in place; rows still containing `\ufffd` after fix are dropped). The
-pipeline is conservative — it targets templated SEO noise and known
-encoding glitches rather than trying to score semantic relevance.
-
-## Cleaning
-
 Filters were developed iteratively: sample random rows per language, have
 an LLM inspect them to identify recurring failure patterns (templated SEO
 doorways, casino doorway pages, mismatched product-listing Q–Ds, encoding