['The', 'development', 'of', 'silk', 'production', 'was', 'significantly', 'enhanced', 'by', 'the', 'introduction', 'of', 'filatures', ',', 'which', 'are', 'machines', 'designed', 'for', 'reeling', 'silk', 'mechanically', '.', 'These', 'filatures', 'allowed', 'for', 'increased', 'efficiency', 'in', 'the', 'processing', 'of', 'silk', 'fibers', ',', 'replacing', 'the', 'traditional', 'hand-reeling', 'methods', 'that', 'were', 'labor-intensive', 'and', 'time-consuming', '.', 'With', 'the', 'advent', 'of', 'these', 'textile', 'machines', ',', 'the', 'silk', 'industry', 'experienced', 'a', 'transformation', ',', 'leading', 'to', 'higher', 'output', 'and', 'reduced', 'costs', '.']
[[12, 12, 'Textile Machinery']]