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['In', 'the', 'early', '20th', 'century', ',', 'the', 'textile', 'industry', 'saw', 'significant', 'advancements', 'in', 'machinery', '.', 'One', 'of', 'the', 'critical', 'components', 'of', 'these', 'machines', 'was', 'the', 'feed', 'cloth', ',', 'which', 'played', 'an', 'essential', 'role', 'in', 'transporting', 'fibers', 'into', 'the', 'spinning', 'frame', '.', 'The', 'spinning', 'frame', 'itself', 'was', 'a', 'remarkable', 'invention', 'that', 'allowed', 'for', 'the', 'efficient', 'production', 'of', 'yarn', '.', 'Additionally', ',', 'looms', 'were', 'equipped', 'with', 'various', 'mechanisms', 'to', 'improve', 'the', 'weaving', 'process', ',', 'ensuring', 'that', 'the', 'feed', 'cloth', 'worked', 'seamlessly', 'with', 'the', 'rest', 'of', 'the', 'machinery', '.'] | [[25, 26, 'Textile Machinery'], [38, 39, 'Textile Machinery'], [60, 60, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'textile', 'industry', 'saw', 'significant', 'advancements', 'in', 'machinery', '.', 'One', 'of', 'the', 'crucial', 'components', 'of', 'these', 'machines', 'was', 'the', 'feed', 'cloth', ',', 'which', 'acted', 'as', 'the', 'apron', 'carrying', 'fibres', 'into', 'a', 'machine', 'for', 'processing', '.', 'The', 'use', 'of', 'feed', 'cloth', 'improved', 'efficiency', 'and', 'consistency', 'in', 'fabric', 'production', ',', 'particularly', 'in', 'spinning', 'machines', 'where', 'the', 'raw', 'materials', 'were', 'transformed', 'into', 'yarn', '.', 'Additionally', ',', 'the', 'shuttle', 'loom', ',', 'another', 'notable', 'piece', 'of', 'textile', 'machinery', ',', 'required', 'precise', 'feeding', 'mechanisms', 'to', 'ensure', 'smooth', 'operation', '.'] | [[25, 26, 'Textile Machinery'], [56, 57, 'Textile Machinery'], [70, 71, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'textile', 'industry', 'saw', 'significant', 'advancements', 'with', 'the', 'introduction', 'of', 'various', 'machines', '.', 'Among', 'these', ',', 'the', 'feed', 'lattice', 'played', 'a', 'crucial', 'role', 'in', 'transporting', 'raw', 'fibers', 'into', 'the', 'carding', 'machines', '.', 'This', 'endless', 'band', 'of', 'laths', 'ensured', 'that', 'the', 'loose', 'fibres', 'of', 'cotton', ',', 'wool', ',', 'or', 'flax', 'were', 'efficiently', 'fed', 'into', 'the', 'machinery', ',', 'allowing', 'for', 'a', 'smoother', 'processing', 'of', 'materials', '.', 'The', 'design', 'of', 'the', 'feed', 'lattice', 'was', 'pivotal', 'in', 'reducing', 'wastage', 'and', 'improving', 'the', 'overall', 'efficiency', 'of', 'textile', 'production', '.'] | [[23, 24, 'Textile Machinery'], [35, 36, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'textile', 'factories', 'relied', 'heavily', 'on', 'various', 'types', 'of', 'machinery', 'to', 'streamline', 'production', '.', 'One', 'such', 'innovation', 'was', 'the', 'feed', 'lattice', ',', 'which', 'played', 'a', 'crucial', 'role', 'in', 'the', 'carding', 'process', '.', 'This', 'endless', 'band', 'of', 'laths', 'would', 'carry', 'loose', 'fibres', 'of', 'cotton', ',', 'wool', ',', 'or', 'flax', 'to', 'the', 'carding', 'machines', ',', 'ensuring', 'that', 'the', 'materials', 'were', 'efficiently', 'processed', '.', 'The', 'introduction', 'of', 'the', 'feed', 'lattice', 'significantly', 'improved', 'the', 'quality', 'of', 'the', 'yarn', 'produced', 'and', 'decreased', 'the', 'time', 'taken', 'for', 'carding', 'operations', '.'] | [[24, 25, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'spinning', 'frame', 'was', 'a', 'revolutionary', 'textile', 'machinery', 'that', 'dramatically', 'increased', 'yarn', 'production', '.', 'Key', 'components', 'included', 'the', 'feed', 'roller', ',', 'which', 'played', 'a', 'crucial', 'role', 'in', 'guiding', 'the', 'fibers', 'through', 'the', 'drafting', 'system', '.', 'This', 'allowed', 'for', 'a', 'more', 'consistent', 'and', 'finer', 'yarn', '.', 'Without', 'the', 'feed', 'roller', ',', 'the', 'entire', 'operation', 'would', 'suffer', 'from', 'uneven', 'material', 'flow', ',', 'leading', 'to', 'defects', 'in', 'the', 'final', 'product', '.', 'The', 'efficiency', 'of', 'the', 'spinning', 'frame', 'was', 'further', 'enhanced', 'by', 'the', 'integration', 'of', 'multiple', 'feed', 'rollers', ',', 'each', 'designed', 'to', 'handle', 'specific', 'fiber', 'types', '.'] | [[24, 25, 'Textile Machinery'], [7, 8, 'Textile Machinery']] |
['The', 'Northrop', 'loom', ',', 'an', 'innovation', 'in', 'the', 'textile', 'industry', ',', 'features', 'a', 'feeler', 'that', 'detects', 'when', 'spools', 'are', 'spent', '.', 'This', 'automatic', 'loom', 'significantly', 'enhances', 'production', 'efficiency', 'by', 'ensuring', 'that', 'the', 'weaving', 'process', 'is', 'uninterrupted', '.', 'The', 'feeler', 'operates', 'by', 'extending', 'a', 'finger-like', 'plate', 'into', 'the', 'shuttle', 'mechanism', ',', 'allowing', 'for', 'real-time', 'monitoring', 'of', 'the', 'spools', '.'] | [[1, 2, 'Textile Machinery'], [13, 13, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'introduction', 'of', 'the', 'new', 'carding', 'machine', 'revolutionized', 'the', 'textile', 'industry', '.', 'Among', 'its', 'most', 'important', 'components', 'were', 'the', 'feed', 'roller', ',', 'which', 'efficiently', 'carried', 'the', 'cotton', 'fibers', 'forward', 'into', 'the', 'machine', ',', 'ensuring', 'a', 'consistent', 'flow', '.', 'The', 'carding', 'machine', 'also', 'featured', 'a', 'series', 'of', 'rotating', 'cylinders', 'and', 'doffers', 'that', 'worked', 'in', 'tandem', 'to', 'separate', 'and', 'align', 'the', 'fibers', '.', 'This', 'technology', 'laid', 'the', 'groundwork', 'for', 'more', 'advanced', 'spinning', 'frames', 'that', 'would', 'come', 'later', '.'] | [[25, 26, 'Textile Machinery'], [11, 12, 'Textile Machinery'], [53, 53, 'Textile Machinery'], [55, 55, 'Textile Machinery'], [75, 76, 'Textile Machinery']] |
['The', 'automatic', 'loom', ',', 'a', 'marvel', 'of', 'textile', 'machinery', ',', 'incorporates', 'several', 'innovative', 'features', ',', 'including', 'the', 'feeler', ',', 'which', 'is', 'a', 'crucial', 'component', 'designed', 'to', 'detect', 'spent', 'spools', 'in', 'the', 'shuttles', '.', 'This', 'mechanism', 'ensures', 'a', 'seamless', 'weaving', 'process', 'by', 'alerting', 'the', 'operator', 'when', 'a', 'spool', 'is', 'nearing', 'its', 'end', '.', 'The', 'Northrop', 'loom', ',', 'in', 'particular', ',', 'is', 'renowned', 'for', 'its', 'efficient', 'use', 'of', 'feelers', ',', 'which', 'enhance', 'productivity', 'in', 'textile', 'manufacturing', '.'] | [[1, 2, 'Textile Machinery'], [17, 17, 'Textile Machinery'], [53, 54, 'Textile Machinery']] |
['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']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'silk', 'industry', 'saw', 'significant', 'advancements', 'with', 'the', 'introduction', 'of', 'various', 'textile', 'machinery', '.', 'Among', 'these', 'innovations', ',', 'the', 'filatures', 'played', 'a', 'crucial', 'role', 'in', 'the', 'mechanization', 'of', 'silk', 'production', '.', 'These', 'machines', 'were', 'designed', 'specifically', 'for', 'reeling', 'silk', 'mechanically', ',', 'allowing', 'for', 'increased', 'efficiency', 'and', 'consistency', 'in', 'quality', '.', 'The', 'use', 'of', 'filatures', 'transformed', 'traditional', 'methods', ',', 'enabling', 'producers', 'to', 'scale', 'up', 'their', 'operations', 'and', 'meet', 'the', 'growing', 'demand', 'for', 'silk', 'fabric', 'across', 'the', 'globe', '.'] | [[25, 25, 'Textile Machinery']] |
['The', 'filling', 'engine', 'is', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'processing', 'of', 'silk', '.', 'This', 'machine', 'is', 'specifically', 'designed', 'to', 'disentangle', 'waste', 'silks', ',', 'laying', 'them', 'in', 'even', 'lines', 'before', 'cutting', 'them', 'to', 'size', '.', 'By', 'utilizing', 'the', 'filling', 'engine', ',', 'manufacturers', 'can', 'ensure', 'that', 'the', 'silk', 'fibers', 'are', 'properly', 'prepared', 'for', 'weaving', '.', 'The', 'efficiency', 'of', 'the', 'filling', 'engine', 'contributes', 'significantly', 'to', 'the', 'overall', 'quality', 'of', 'the', 'silk', 'production', 'process', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'filling', 'engine', 'is', 'a', 'crucial', 'device', 'in', 'the', 'textile', 'industry', ',', 'designed', 'to', 'disentangle', 'waste', 'silks', 'effectively', '.', 'It', 'lays', 'the', 'silks', 'in', 'even', 'lines', ',', 'ensuring', 'that', 'they', 'are', 'prepared', 'for', 'further', 'processing', '.', 'Once', 'arranged', ',', 'the', 'filling', 'engine', 'cuts', 'the', 'silks', 'to', 'the', 'necessary', 'size', ',', 'making', 'it', 'an', 'indispensable', 'part', 'of', 'modern', 'textile', 'manufacturing', '.', 'Its', 'efficiency', 'has', 'greatly', 'improved', 'the', 'quality', 'of', 'silk', 'products', 'over', 'time', '.'] | [[1, 2, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'textile', 'industry', 'witnessed', 'significant', 'advancements', 'with', 'the', 'introduction', 'of', 'various', 'machinery', '.', 'Among', 'these', ',', 'the', 'finisher', 'played', 'a', 'crucial', 'role', 'in', 'the', 'cotton', 'processing', 'line', '.', 'Located', 'after', 'the', 'scutcher', ',', 'the', 'finisher', 'was', 'designed', 'to', 'remove', 'the', 'remaining', 'impurities', 'from', 'the', 'cotton', 'before', 'it', 'was', 'sent', 'to', 'the', 'carding', 'engines', '.', 'This', 'machine', 'ensured', 'that', 'the', 'cotton', 'was', 'clean', 'and', 'ready', 'for', 'further', 'processing', ',', 'highlighting', 'its', 'importance', 'in', 'the', 'overall', 'production', 'process', '.'] | [[23, 23, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'textile', 'industry', 'saw', 'significant', 'advancements', 'with', 'the', 'introduction', 'of', 'various', 'machines', 'designed', 'to', 'enhance', 'efficiency', 'and', 'quality', '.', 'One', 'such', 'machine', 'was', 'the', 'finisher', ',', 'which', 'played', 'a', 'crucial', 'role', 'in', 'the', 'cleaning', 'process', 'of', 'cotton', '.', 'Positioned', 'after', 'the', 'scutcher', ',', 'the', 'finisher', 'was', 'essential', 'for', 'the', 'further', 'removal', 'of', 'impurities', ',', 'ensuring', 'that', 'only', 'the', 'cleanest', 'fibers', 'proceeded', 'to', 'the', 'carding', 'engines', '.', 'The', 'finisher', "'s", 'design', 'included', 'a', 'series', 'of', 'rotating', 'brushes', 'and', 'screens', 'that', 'meticulously', 'separated', 'dirt', 'and', 'debris', 'from', 'the', 'cotton', 'fibers', ',', 'setting', 'a', 'new', 'standard', 'for', 'cleanliness', 'in', 'textile', 'production', '.'] | [[30, 30, 'Textile Machinery']] |
['The', 'finisher', 'card', 'represents', 'the', 'final', 'stage', 'in', 'the', 'wool', 'carding', 'process', ',', 'playing', 'a', 'crucial', 'role', 'in', 'preparing', 'fibers', 'for', 'spinning', '.', 'Unlike', 'its', 'predecessors', ',', 'the', 'cotton', 'finisher', 'card', 'has', 'become', 'almost', 'obsolete', 'in', 'modern', 'textile', 'production', ',', 'replaced', 'by', 'more', 'efficient', 'machines', '.', 'Nevertheless', ',', 'it', 'remains', 'a', 'significant', 'part', 'of', 'textile', 'history', ',', 'showcasing', 'the', 'evolution', 'of', 'carding', 'technology', '.'] | [[1, 2, 'Textile Machinery'], [28, 30, 'Textile Machinery']] |
['The', 'finisher', 'card', 'is', 'the', 'last', 'of', 'the', 'wool', 'carding', 'machines', ',', 'playing', 'a', 'crucial', 'role', 'in', 'the', 'textile', 'industry', '.', 'It', 'ensures', 'that', 'the', 'fibers', 'are', 'properly', 'aligned', 'and', 'prepared', 'for', 'spinning', '.', 'Although', 'the', 'cotton', 'finisher', 'card', 'has', 'become', 'almost', 'obsolete', ',', 'the', 'wool', 'finisher', 'card', 'remains', 'vital', 'for', 'high-quality', 'wool', 'production', '.', 'This', 'machinery', 'is', 'designed', 'to', 'refine', 'the', 'carded', 'wool', ',', 'making', 'it', 'ready', 'for', 'the', 'next', 'stages', 'in', 'the', 'textile', 'manufacturing', 'process', '.'] | [[1, 2, 'Textile Machinery'], [36, 38, 'Textile Machinery'], [45, 47, 'Textile Machinery']] |
['The', 'cotton', 'carding', 'machine', ',', 'a', 'crucial', 'piece', 'of', 'textile', 'machinery', ',', 'utilizes', 'a', 'series', 'of', 'flats', 'that', 'operate', 'efficiently', 'to', 'smooth', 'and', 'align', 'the', 'fibers', '.', 'The', 'endless', 'band', 'of', 'card-clothed', 'laths', 'on', 'the', 'upper', 'surface', 'is', 'essential', 'in', 'preparing', 'the', 'cotton', 'for', 'spinning', ',', 'making', 'the', 'function', 'of', 'flats', 'indispensable', 'in', 'the', 'textile', 'production', 'process', '.'] | [[1, 3, 'Textile Machinery'], [16, 16, 'Textile Machinery']] |
['The', 'flax', 'brake', 'is', 'an', 'essential', 'piece', 'of', 'equipment', 'in', 'the', 'processing', 'of', 'flax', 'fibers', '.', 'It', 'is', 'specifically', 'designed', 'to', 'break', 'down', 'the', 'flax', 'straw', ',', 'allowing', 'the', 'woody', 'substances', 'to', 'be', 'separated', 'from', 'the', 'valuable', 'fibers', '.', 'This', 'process', ',', 'known', 'as', 'breaking', ',', 'occurs', 'right', 'after', 'the', 'retting', 'stage', ',', 'which', 'is', 'crucial', 'for', 'preparing', 'the', 'flax', 'for', 'spinning', '.', 'By', 'employing', 'the', 'flax', 'brake', ',', 'manufacturers', 'can', 'ensure', 'a', 'higher', 'quality', 'of', 'fiber', 'extraction', ',', 'which', 'is', 'vital', 'for', 'producing', 'linen', 'textiles', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'flax', 'brake', 'is', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'processing', 'of', 'flax', '.', 'This', 'machine', 'plays', 'a', 'crucial', 'role', 'in', 'breaking', 'the', 'flax', 'straw', 'after', 'it', 'has', 'undergone', 'retting', '.', 'By', 'breaking', 'the', 'straw', ',', 'the', 'woody', 'parts', 'are', 'separated', 'from', 'the', 'valuable', 'fibers', ',', 'making', 'it', 'easier', 'to', 'clean', 'and', 'prepare', 'the', 'flax', 'for', 'further', 'processing', '.', 'The', 'efficiency', 'of', 'the', 'flax', 'brake', 'significantly', 'enhances', 'the', 'overall', 'productivity', 'of', 'flax', 'production', ',', 'allowing', 'for', 'a', 'cleaner', 'yield', 'of', 'fiber', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'flax', 'brake', 'is', 'an', 'essential', 'piece', 'of', 'equipment', 'used', 'in', 'the', 'processing', 'of', 'flax', '.', 'This', 'machine', 'effectively', 'separates', 'the', 'woody', 'boon', 'from', 'the', 'flax', 'fibre', ',', 'making', 'it', 'easier', 'for', 'manufacturers', 'to', 'extract', 'high-quality', 'linen', '.', 'Traditionally', ',', 'the', 'flax', 'brake', 'has', 'been', 'a', 'vital', 'tool', 'in', 'textile', 'production', ',', 'ensuring', 'that', 'the', 'raw', 'materials', 'are', 'ready', 'for', 'further', 'processing', '.', 'The', 'efficiency', 'of', 'the', 'flax', 'brake', 'has', 'significantly', 'improved', 'over', 'the', 'years', ',', 'allowing', 'for', 'faster', 'production', 'rates', 'and', 'better', 'quality', 'control', 'in', 'textile', 'manufacturing', '.'] | [[1, 2, 'Textile Machinery']] |
['In', 'the', 'world', 'of', 'textile', 'production', ',', 'the', 'flax', 'brake', 'plays', 'a', 'crucial', 'role', 'in', 'processing', 'flax', 'plants', '.', 'This', 'machine', 'effectively', 'separates', 'the', 'woody', 'boon', 'from', 'the', 'delicate', 'flax', 'fibre', ',', 'allowing', 'for', 'higher', 'quality', 'linen', 'to', 'be', 'produced', '.', 'The', 'design', 'of', 'the', 'flax', 'brake', 'has', 'evolved', 'over', 'the', 'years', ',', 'improving', 'efficiency', 'and', 'reducing', 'labor', 'costs', '.', 'Today', ',', 'many', 'modern', 'textile', 'manufacturers', 'still', 'rely', 'on', 'the', 'traditional', 'flax', 'brake', ',', 'which', 'has', 'become', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'in', 'the', 'industry', '.'] | [[8, 9, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'textile', 'machinery', ',', 'the', 'cotton', 'carding', 'machine', 'stands', 'out', 'for', 'its', 'essential', 'role', 'in', 'processing', 'raw', 'fibers', '.', 'One', 'of', 'its', 'key', 'components', 'is', 'the', 'flats', ',', 'which', 'are', 'an', 'endless', 'band', 'of', 'card-clothed', 'laths', 'working', 'over', 'the', 'upper', 'surface', 'of', 'the', 'machine', '.', 'The', 'flats', 'effectively', 'smooth', 'and', 'range', 'the', 'fibers', ',', 'ensuring', 'they', 'are', 'prepared', 'for', 'the', 'spinning', 'process', '.', 'Alongside', 'flats', ',', 'the', 'machine', 'also', 'employs', 'various', 'rollers', 'and', 'cylinders', 'to', 'assist', 'in', 'the', 'carding', 'process', ',', 'making', 'it', 'a', 'vital', 'piece', 'of', 'equipment', 'in', 'any', 'textile', 'mill', '.'] | [[8, 10, 'Textile Machinery'], [29, 29, 'Textile Machinery'], [74, 74, 'Textile Machinery'], [76, 76, 'Textile Machinery']] |
['The', 'fly', 'shuttle', ',', 'invented', 'by', 'Kay', 'of', 'Bury', ',', 'revolutionized', 'the', 'weaving', 'industry', '.', 'This', 'innovative', 'textile', 'machinery', 'allowed', 'weavers', 'to', 'produce', 'wider', 'fabrics', 'at', 'a', 'much', 'faster', 'rate', '.', 'The', 'fly', 'shuttle', 'is', 'driven', 'across', 'the', 'loom', 'by', 'the', 'blow', 'of', 'a', 'picker', ',', 'significantly', 'enhancing', 'the', 'efficiency', 'of', 'the', 'weaving', 'process', '.', 'Before', 'its', 'introduction', ',', 'weavers', 'had', 'to', 'use', 'a', 'hand', 'shuttle', ',', 'which', 'limited', 'the', 'speed', 'and', 'width', 'of', 'the', 'fabric', 'they', 'could', 'create', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'fly', 'shuttle', ',', 'invented', 'by', 'Kay', 'of', 'Bury', ',', 'revolutionized', 'the', 'weaving', 'process', 'in', 'the', 'early', '18th', 'century', '.', 'This', 'innovative', 'device', 'allowed', 'a', 'single', 'weaver', 'to', 'operate', 'a', 'loom', 'more', 'efficiently', 'by', 'using', 'a', 'mechanism', 'that', 'drove', 'the', 'shuttle', 'across', 'the', 'loom', 'with', 'the', 'blow', 'of', 'a', 'picker', '.', 'As', 'a', 'result', ',', 'the', 'production', 'speed', 'increased', 'significantly', ',', 'and', 'it', 'paved', 'the', 'way', 'for', 'the', 'industrial', 'revolution', 'in', 'textile', 'manufacturing', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'flyer', 'is', 'a', 'crucial', 'component', 'found', 'in', 'various', 'textile', 'machines', ',', 'particularly', 'in', 'spinning', 'frames', '.', 'It', 'serves', 'to', 'guide', 'the', 'yarn', 'onto', 'the', 'bobbin', 'efficiently', ',', 'ensuring', 'that', 'the', 'yarn', 'is', 'evenly', 'wound', '.', 'In', 'addition', 'to', 'the', 'flyer', ',', 'machines', 'such', 'as', 'the', 'ring', 'spinning', 'frame', 'and', 'the', 'open-end', 'rotor', 'spinning', 'machine', 'also', 'incorporate', 'this', 'essential', 'element', 'to', 'enhance', 'production', 'efficiency', '.', 'The', 'proper', 'functioning', 'of', 'the', 'flyer', 'can', 'greatly', 'impact', 'the', 'quality', 'of', 'the', 'final', 'yarn', 'product', '.'] | [[1, 1, 'Textile Machinery'], [46, 48, 'Textile Machinery'], [51, 54, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'textile', 'manufacturing', ',', 'the', 'flyer', 'plays', 'a', 'pivotal', 'role', 'in', 'the', 'operation', 'of', 'bobbin-and-fly', 'frames', '.', 'This', 'essential', 'component', 'serves', 'as', 'an', 'inverted', 'fork', 'on', 'the', 'head', 'of', 'the', 'spindle', ',', 'effectively', 'guiding', 'the', 'yarn', 'onto', 'the', 'bobbin', '.', 'The', 'efficiency', 'of', 'the', 'flyer', 'directly', 'impacts', 'the', 'overall', 'productivity', 'of', 'the', 'spinning', 'process', ',', 'making', 'it', 'a', 'crucial', 'element', 'in', 'the', 'assembly', 'of', 'modern', 'textile', 'machinery', '.', 'Other', 'important', 'machines', 'in', 'this', 'category', 'include', 'the', 'ring', 'spinning', 'frame', 'and', 'the', 'spinning', 'mule', ',', 'which', 'also', 'rely', 'on', 'intricate', 'components', 'like', 'the', 'flyer', 'for', 'optimal', 'function', '.'] | [[8, 8, 'Textile Machinery'], [17, 18, 'Textile Machinery'], [33, 33, 'Textile Machinery'], [79, 81, 'Textile Machinery'], [84, 85, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'introduction', 'of', 'the', 'flyer', 'revolutionized', 'yarn', 'production', '.', 'This', 'textile', 'machinery', 'was', 'pivotal', 'in', 'enhancing', 'the', 'efficiency', 'of', 'spinning', ',', 'as', 'it', 'allowed', 'for', 'the', 'twisting', 'of', 'yarn', 'to', 'occur', 'at', 'a', 'speed', 'greater', 'than', 'that', 'of', 'the', 'bobbin', '.', 'The', 'design', 'featured', 'a', 'horizontal', 'steel', 'bar', 'with', 'two', 'vertical', 'arms', ',', 'each', 'equipped', 'with', 'a', 'twizzle', ',', 'making', 'it', 'a', 'crucial', 'component', 'in', 'the', 'overall', 'spinning', 'process', '.', 'The', 'flyer', 'not', 'only', 'improved', 'productivity', 'but', 'also', 'contributed', 'to', 'the', 'quality', 'of', 'the', 'yarn', 'produced', ',', 'making', 'it', 'an', 'essential', 'tool', 'for', 'textile', 'manufacturers', '.'] | [[10, 10, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'introduction', 'of', 'the', 'forelock-hook', 'revolutionized', 'textile', 'production', 'processes', '.', 'This', 'crucial', 'component', 'acted', 'as', 'the', 'winch', 'in', 'the', 'whirl', 'of', 'the', 'tackle', 'block', 'for', 'twisting', 'three', 'rope', 'yarns', 'into', 'a', 'strand', ',', 'enabling', 'manufacturers', 'to', 'create', 'stronger', 'and', 'more', 'durable', 'fabrics', '.', 'The', 'forelock-hook', 'was', 'essential', 'in', 'the', 'functioning', 'of', 'various', 'spinning', 'machines', ',', 'optimizing', 'the', 'efficiency', 'of', 'yarn', 'production', 'and', 'significantly', 'enhancing', 'the', 'quality', 'of', 'the', 'final', 'textile', 'products', '.'] | [[10, 10, 'Textile Machinery']] |
['In', 'the', 'history', 'of', 'textile', 'machinery', ',', 'the', 'foretum', 'played', 'a', 'crucial', 'role', 'in', 'the', 'rope-walk', 'system', 'of', 'spinning', '.', 'This', 'stationary', 'part', 'of', 'the', 'machine', 'was', 'essential', 'for', 'ensuring', 'that', 'the', 'fibers', 'were', 'twisted', 'together', 'correctly', ',', 'providing', 'the', 'necessary', 'tension', 'during', 'the', 'spinning', 'process', '.', 'Without', 'a', 'properly', 'functioning', 'foretum', ',', 'the', 'quality', 'of', 'the', 'spun', 'yarn', 'could', 'suffer', 'significantly', '.', 'Various', 'innovations', 'over', 'the', 'years', 'have', 'improved', 'the', 'design', 'and', 'efficiency', 'of', 'the', 'foretum', ',', 'making', 'it', 'a', 'vital', 'component', 'in', 'modern', 'textile', 'manufacturing', '.'] | [[8, 8, 'Textile Machinery']] |
['The', 'flyer', 'is', 'an', 'essential', 'component', 'of', 'the', 'spinning', 'frame', ',', 'consisting', 'of', 'a', 'horizontal', 'steel', 'bar', 'with', 'two', 'vertical', 'arms', '.', 'Each', 'arm', 'is', 'equipped', 'with', 'an', 'eye', 'or', 'twizzle', 'at', 'its', 'lower', 'extremity', '.', 'This', 'apparatus', 'is', 'placed', 'on', 'the', 'spindle', ',', 'and', 'the', 'yarn', 'is', 'wound', 'around', 'one', 'of', 'its', 'arms', 'as', 'it', 'passes', 'onto', 'the', 'bobbin', '.', 'Due', 'to', 'the', 'higher', 'rotational', 'speed', 'of', 'the', 'flyer', 'compared', 'to', 'the', 'bobbin', ',', 'it', 'efficiently', 'puts', 'twist', 'into', 'the', 'yarn', ',', 'making', 'it', 'a', 'crucial', 'piece', 'of', 'textile', 'machinery', 'in', 'the', 'weaving', 'process', '.'] | [[1, 1, 'Textile Machinery']] |
['In', 'the', 'early', '19th', 'century', ',', 'the', 'development', 'of', 'the', 'foretum', 'revolutionized', 'the', 'process', 'of', 'rope-making', '.', 'This', 'stationary', 'component', 'served', 'as', 'a', 'crucial', 'part', 'of', 'the', 'rope-walk', 'system', 'of', 'spinning', ',', 'allowing', 'for', 'greater', 'efficiency', 'in', 'the', 'production', 'of', 'ropes', '.', 'The', 'foretum', 'provided', 'stability', 'and', 'support', 'for', 'the', 'moving', 'parts', 'of', 'the', 'machine', ',', 'enabling', 'workers', 'to', 'produce', 'longer', 'lengths', 'of', 'rope', 'with', 'consistent', 'quality', '.', 'Innovations', 'in', 'textile', 'machinery', 'during', 'this', 'period', ',', 'including', 'the', 'foretum', ',', 'laid', 'the', 'groundwork', 'for', 'modern', 'manufacturing', 'techniques', '.'] | [[10, 10, 'Textile Machinery']] |
['The', 'forelock-hook', 'is', 'a', 'crucial', 'component', 'in', 'the', 'textile', 'industry', ',', 'particularly', 'in', 'the', 'operation', 'of', 'spinning', 'machines', '.', 'This', 'winch', ',', 'located', 'in', 'the', 'whirl', 'of', 'the', 'tackle', 'block', ',', 'is', 'responsible', 'for', 'twisting', 'three', 'rope', 'yarns', 'into', 'a', 'strand', '.', 'Proper', 'functioning', 'of', 'the', 'forelock-hook', 'ensures', 'that', 'the', 'yarn', 'is', 'uniformly', 'twisted', ',', 'which', 'is', 'essential', 'for', 'high-quality', 'fabric', 'production', '.', 'Other', 'machines', ',', 'such', 'as', 'the', 'ring', 'spinning', 'frame', 'and', 'the', 'shuttle', 'loom', ',', 'also', 'rely', 'on', 'various', 'hooks', 'and', 'winches', 'for', 'their', 'operations', ',', 'but', 'the', 'forelock-hook', 'remains', 'a', 'distinct', 'and', 'vital', 'element', 'in', 'the', 'yarn', 'preparation', 'process', '.'] | [[1, 1, 'Textile Machinery'], [16, 17, 'Textile Machinery'], [28, 29, 'Textile Machinery'], [69, 71, 'Textile Machinery'], [74, 75, 'Textile Machinery']] |
['The', 'jacquard', 'loom', 'revolutionized', 'textile', 'production', 'with', 'its', 'innovative', 'design', 'that', 'allowed', 'for', 'complex', 'patterns', 'to', 'be', 'woven', 'automatically', '.', 'A', 'crucial', 'component', 'of', 'this', 'loom', 'is', 'the', 'fork', ',', 'which', 'acts', 'as', 'a', 'stop-motion', 'device', '.', 'It', 'ensures', 'that', 'when', 'the', 'weft', 'thread', 'fails', ',', 'the', 'loom', 'halts', ',', 'preventing', 'any', 'further', 'errors', 'in', 'the', 'weaving', 'process', '.', 'This', 'mechanism', 'greatly', 'enhances', 'efficiency', 'and', 'reduces', 'waste', ',', 'making', 'the', 'jacquard', 'loom', 'a', 'staple', 'in', 'textile', 'manufacturing', '.'] | [[1, 2, 'Textile Machinery'], [28, 28, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', ',', 'invented', 'by', 'Joseph', 'Marie', 'Jacquard', 'in', '1804', ',', 'utilized', 'a', 'series', 'of', 'punched', 'cards', 'to', 'control', 'the', 'weaving', 'of', 'complex', 'patterns', '.', 'This', 'innovative', 'machine', 'included', 'a', 'robust', 'frame', 'that', 'held', 'all', 'the', 'necessary', 'components', 'in', 'place', ',', 'allowing', 'for', 'precise', 'manipulation', 'of', 'the', 'threads', '.', 'The', 'frame', 'was', 'essential', 'for', 'ensuring', 'the', 'stability', 'of', 'the', 'loom', 'during', 'operation', ',', 'making', 'it', 'a', 'significant', 'advancement', 'in', 'textile', 'machinery', '.'] | [[1, 2, 'Textile Machinery'], [32, 32, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', ',', 'invented', 'by', 'Joseph', 'Marie', 'Jacquard', 'in', '1804', ',', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'complex', 'patterns', 'to', 'be', 'woven', 'automatically', '.', 'A', 'crucial', 'component', 'of', 'this', 'loom', 'is', 'the', 'frame', ',', 'which', 'supports', 'the', 'entire', 'structure', 'and', 'ensures', 'the', 'stability', 'of', 'the', 'weaving', 'process', '.', 'The', 'frame', 'holds', 'the', 'heddles', 'and', 'allows', 'for', 'the', 'lifting', 'of', 'threads', ',', 'enabling', 'intricate', 'designs', 'to', 'be', 'produced', 'with', 'ease', '.', 'This', 'innovation', 'paved', 'the', 'way', 'for', 'modern', 'weaving', 'technology', '.'] | [[1, 2, 'Textile Machinery'], [33, 33, 'Textile Machinery'], [53, 53, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', ',', 'invented', 'by', 'Joseph', 'Marie', 'Jacquard', ',', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'intricate', 'patterns', 'to', 'be', 'woven', 'automatically', '.', 'One', 'of', 'the', 'critical', 'components', 'of', 'this', 'loom', 'is', 'the', 'fork', ',', 'which', 'serves', 'a', 'dual', 'purpose', '.', 'It', 'acts', 'as', 'a', 'two-pronged', 'lever', 'that', 'encloses', 'the', 'driving', 'belt', 'and', 'enables', 'the', 'operator', 'to', 'shift', 'it', 'from', 'the', 'loose', 'to', 'the', 'fast', 'pulley', '.', 'Additionally', ',', 'the', 'fork', 'functions', 'as', 'a', 'small', 'pronged', 'instrument', 'that', 'acts', 'as', 'a', 'stop-motion', 'on', 'the', 'loom', 'when', 'the', 'weft', 'fails', ',', 'preventing', 'the', 'weaving', 'process', 'from', 'continuing', 'without', 'the', 'necessary', 'material', '.', 'This', 'innovation', 'significantly', 'improved', 'the', 'efficiency', 'and', 'quality', 'of', 'woven', 'fabrics', '.'] | [[1, 2, 'Textile Machinery'], [33, 33, 'Textile Machinery']] |
['The', 'frizzing', 'machine', 'has', 'been', 'an', 'essential', 'component', 'in', 'textile', 'production', ',', 'specifically', 'designed', 'for', 'processing', 'woollen', 'clullis', '.', 'This', 'machine', 'works', 'by', 'meticulously', 'knotting', 'the', 'nap', 'of', 'the', 'wool', 'to', 'create', 'a', 'texture', 'that', 'resembles', 'chinchilla', ',', 'thereby', 'enhancing', 'the', 'aesthetic', 'appeal', 'of', 'the', 'fabric', '.', 'The', 'historical', 'significance', 'of', 'the', 'frizzing', 'machine', 'lies', 'in', 'its', 'ability', 'to', 'transform', 'raw', 'wool', 'into', 'a', 'luxurious', 'material', 'suitable', 'for', 'high-end', 'garments', ',', 'making', 'it', 'a', 'crucial', 'invention', 'in', 'the', 'textile', 'industry', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'frizzing', 'machine', 'is', 'an', 'essential', 'piece', 'of', 'equipment', 'in', 'the', 'textile', 'industry', ',', 'utilized', 'primarily', 'for', 'working', 'the', 'nap', 'of', 'woollen', 'clullis', 'into', 'round', 'knots', '.', 'This', 'innovative', 'appliance', 'mimics', 'the', 'luxurious', 'texture', 'of', 'chinchilla', ',', 'allowing', 'manufacturers', 'to', 'produce', 'high-quality', 'fabrics', '.', 'The', 'frizzing', 'machine', 'operates', 'by', 'feeding', 'the', 'wool', 'through', 'a', 'series', 'of', 'rollers', 'that', 'twist', 'and', 'knot', 'the', 'fibers', ',', 'resulting', 'in', 'a', 'soft', 'and', 'plush', 'finish', '.', 'As', 'such', ',', 'it', 'has', 'become', 'a', 'staple', 'in', 'the', 'production', 'of', 'fine', 'textiles', '.'] | [[1, 2, 'Textile Machinery']] |
['In', 'the', '19th', 'century', ',', 'textile', 'manufacturing', 'saw', 'remarkable', 'advancements', 'with', 'the', 'introduction', 'of', 'various', 'machines', '.', 'Among', 'these', ',', 'the', 'spinning', 'frame', 'played', 'a', 'crucial', 'role', 'in', 'the', 'production', 'of', 'yarn', '.', 'The', 'front', 'rollers', 'in', 'the', 'spinning', 'frame', 'were', 'essential', 'components', ',', 'meticulously', 'designed', 'to', 'deliver', 'yarns', 'to', 'the', 'spools', 'with', 'precision', '.', 'This', 'innovation', 'significantly', 'improved', 'the', 'efficiency', 'of', 'textile', 'production', ',', 'allowing', 'for', 'higher', 'quantities', 'of', 'quality', 'yarn', 'to', 'be', 'produced', 'in', 'shorter', 'timeframes', '.', 'Furthermore', ',', 'the', 'integration', 'of', 'front', 'rollers', 'with', 'other', 'machinery', 'such', 'as', 'the', 'carding', 'machine', 'and', 'the', 'loom', 'established', 'a', 'seamless', 'workflow', 'in', 'textile', 'mills', ',', 'revolutionizing', 'the', 'industry', '.'] | [[34, 35, 'Textile Machinery'], [21, 22, 'Textile Machinery'], [92, 93, 'Textile Machinery'], [96, 96, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'historic', 'textile', 'manufacturing', ',', 'the', 'fulling', 'machine', 'played', 'a', 'crucial', 'role', 'in', 'the', 'production', 'of', 'woolen', 'fabrics', '.', 'This', 'machine', ',', 'consisting', 'primarily', 'of', 'rollers', 'that', 'revolve', 'and', 'oscillate', 'upon', 'the', 'cloths', 'passing', 'between', 'them', ',', 'was', 'essential', 'for', 'the', 'fulling', 'process', ',', 'which', 'involved', 'cleaning', 'and', 'thickening', 'the', 'wool', '.', 'Various', 'makes', 'of', 'fulling', 'machines', 'were', 'developed', 'over', 'the', 'years', ',', 'each', 'contributing', 'to', 'the', 'efficiency', 'and', 'quality', 'of', 'textile', 'production', '.'] | [[9, 10, 'Textile Machinery']] |
['In', 'the', 'textile', 'industry', ',', 'the', 'fulling', 'machine', 'has', 'played', 'a', 'crucial', 'role', 'in', 'the', 'finishing', 'process', 'of', 'woolen', 'fabrics', '.', 'This', 'machinery', 'operates', 'by', 'using', 'rollers', 'that', 'revolve', 'and', 'oscillate', 'upon', 'the', 'cloths', 'passing', 'between', 'them', ',', 'effectively', 'thickening', 'the', 'material', 'and', 'enhancing', 'its', 'texture', '.', 'Various', 'makes', 'of', 'fulling', 'machines', 'are', 'available', ',', 'each', 'designed', 'to', 'optimize', 'the', 'fulling', 'process', ',', 'ensuring', 'that', 'the', 'final', 'product', 'meets', 'quality', 'standards', 'required', 'by', 'manufacturers', 'and', 'consumers', 'alike', '.'] | [[6, 7, 'Textile Machinery']] |
['The', 'fulling', 'mill', ',', 'a', 'crucial', 'piece', 'of', 'textile', 'machinery', 'from', 'the', 'medieval', 'period', ',', 'is', 'designed', 'to', 'enhance', 'the', 'texture', 'and', 'finish', 'of', 'woolen', 'fabrics', '.', 'This', 'machine', 'utilizes', 'a', 'pair', 'of', 'heavy', 'wooden', 'mallets', 'fixed', 'in', 'an', 'iron', 'frame', 'above', 'a', 'trough', 'where', 'cloths', 'are', 'laid', '.', 'The', 'mallets', 'are', 'lifted', 'by', 'cams', 'on', 'a', 'tappet', 'wheel', 'and', 'dropped', ',', 'effectively', 'beating', 'the', 'cloths', 'to', 'remove', 'impurities', 'and', 'tighten', 'the', 'fibers', '.', 'Such', 'mills', 'were', 'commonly', 'found', 'in', 'textile', 'production', 'areas', ',', 'enhancing', 'the', 'quality', 'of', 'the', 'finished', 'products', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'spinning', 'frame', ',', 'a', 'crucial', 'invention', 'of', 'the', 'Industrial', 'Revolution', ',', 'utilizes', 'several', 'components', 'to', 'efficiently', 'produce', 'yarn', '.', 'Among', 'these', ',', 'the', 'front', 'rollers', 'are', 'essential', 'as', 'they', 'deliver', 'yarns', 'to', 'the', 'spools', ',', 'ensuring', 'a', 'smooth', 'and', 'consistent', 'output', '.', 'The', 'frame', 'also', 'includes', 'a', 'bobbin', ',', 'a', 'flyer', ',', 'and', 'a', 'tensioning', 'device', ',', 'but', 'the', 'front', 'rollers', 'remain', 'pivotal', 'for', 'maintaining', 'the', 'quality', 'of', 'the', 'yarn', 'being', 'produced', '.'] | [[24, 25, 'Textile Machinery'], [1, 2, 'Textile Machinery'], [48, 48, 'Textile Machinery'], [51, 51, 'Textile Machinery'], [55, 56, 'Textile Machinery']] |
['In', 'the', 'early', 'textile', 'industry', ',', 'the', 'fulling', 'mill', 'played', 'a', 'crucial', 'role', 'in', 'the', 'processing', 'of', 'woolen', 'cloth', '.', 'This', 'machine', 'utilized', 'a', 'pair', 'of', 'heavy', 'wooden', 'mallets', 'fixed', 'in', 'an', 'iron', 'frame', 'above', 'a', 'trough', '.', 'As', 'the', 'mallets', 'were', 'lifted', 'by', 'cams', 'on', 'a', 'tappet', 'wheel', 'and', 'dropped', 'repeatedly', ',', 'they', 'effectively', 'beat', 'the', 'cloths', 'laid', 'in', 'the', 'trough', ',', 'helping', 'to', 'clean', 'and', 'thicken', 'the', 'fabric', '.', 'The', 'fulling', 'mill', 'was', 'essential', 'for', 'ensuring', 'the', 'durability', 'and', 'quality', 'of', 'the', 'finished', 'woolen', 'goods', '.'] | [[7, 8, 'Textile Machinery']] |
['The', 'gassing', 'frame', 'has', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'fabrics', 'to', 'be', 'treated', 'with', 'jets', 'of', 'gas', 'flame', 'to', 'achieve', 'desired', 'finishes', '.', 'This', 'machinery', 'enhances', 'the', 'quality', 'of', 'the', 'fibers', 'and', 'reduces', 'defects', 'in', 'the', 'final', 'product', '.', 'Manufacturers', 'often', 'integrate', 'gassing', 'frames', 'into', 'their', 'production', 'lines', 'to', 'ensure', 'a', 'consistent', 'and', 'efficient', 'process', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', 'revolutionized', 'textile', 'production', 'by', 'allowing', 'complex', 'patterns', 'to', 'be', 'woven', 'with', 'ease', '.', 'A', 'crucial', 'component', 'of', 'this', 'loom', 'is', 'the', 'gate', ',', 'which', 'consists', 'of', 'a', 'set', 'of', 'heald', 'shafts', 'that', 'hold', 'the', 'warp', 'threads', 'in', 'place', '.', 'This', 'innovation', 'significantly', 'improved', 'the', 'efficiency', 'and', 'quality', 'of', 'fabric', 'creation', ',', 'enabling', 'weavers', 'to', 'produce', 'intricate', 'designs', 'that', 'were', 'previously', 'impossible', '.', 'The', 'gate', 'mechanism', 'interacts', 'seamlessly', 'with', 'the', 'other', 'elements', 'of', 'the', 'loom', ',', 'ensuring', 'that', 'each', 'thread', 'is', 'accurately', 'positioned', 'during', 'the', 'weaving', 'process', '.'] | [[1, 2, 'Textile Machinery'], [24, 24, 'Textile Machinery']] |
['In', 'the', '19th', 'century', ',', 'the', 'gig', 'was', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'wool', 'processing', '.', 'This', 'teasle-covered', 'cylinder', 'was', 'designed', 'to', 'raise', 'the', 'nap', 'of', 'wool', 'fabrics', 'effectively', ',', 'allowing', 'for', 'a', 'smoother', 'finish', '.', 'The', 'gig', "'s", 'innovative', 'design', 'contributed', 'significantly', 'to', 'the', 'efficiency', 'of', 'textile', 'production', 'during', 'that', 'era', '.', 'Additionally', ',', 'its', 'integration', 'with', 'other', 'machines', ',', 'such', 'as', 'carders', 'and', 'looms', ',', 'showcased', 'the', 'evolution', 'of', 'textile', 'machinery', 'in', 'industrial', 'settings', '.'] | [[6, 6, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'textile', 'manufacturers', 'began', 'to', 'adopt', 'the', 'new', 'automatic', 'loom', ',', 'which', 'featured', 'a', 'sophisticated', 'gate', 'mechanism', '.', 'This', 'gate', 'allowed', 'for', 'precise', 'control', 'over', 'the', 'warp', 'threads', ',', 'ensuring', 'a', 'consistent', 'weave', '.', 'The', 'introduction', 'of', 'the', 'gate', 'system', 'revolutionized', 'fabric', 'production', ',', 'making', 'it', 'faster', 'and', 'more', 'efficient', '.', 'Additionally', ',', 'the', 'shuttle', 'loom', ',', 'which', 'incorporated', 'a', 'similar', 'gate', 'system', ',', 'became', 'popular', 'for', 'its', 'ability', 'to', 'handle', 'a', 'variety', 'of', 'yarns', 'without', 'frequent', 'adjustments', '.'] | [[20, 20, 'Textile Machinery'], [13, 14, 'Textile Machinery'], [59, 60, 'Textile Machinery']] |
['The', 'gig', 'is', 'a', 'crucial', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'processing', 'of', 'wool', 'fabrics', '.', 'It', 'features', 'a', 'teasle-covered', 'cylinder', 'that', 'raises', 'the', 'nap', 'of', 'the', 'wool', 'for', 'cropping', 'or', 'brushing', ',', 'ensuring', 'a', 'high-quality', 'finish', '.', 'By', 'employing', 'the', 'gig', ',', 'manufacturers', 'can', 'enhance', 'the', 'texture', 'of', 'their', 'wool', 'products', ',', 'making', 'them', 'more', 'appealing', 'to', 'consumers', '.', 'The', 'machine', 'operates', 'by', 'rotating', 'the', 'cylinder', 'against', 'the', 'wool', ',', 'allowing', 'the', 'teasles', 'to', 'lift', 'the', 'fibers', 'effectively', '.'] | [[1, 1, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'gassing', 'frame', 'emerged', 'as', 'an', 'innovative', 'textile', 'machinery', 'that', 'revolutionized', 'the', 'process', 'of', 'yarn', 'treatment', '.', 'This', 'device', 'allowed', 'for', 'enhanced', 'efficiency', 'by', 'passing', 'yarns', 'through', 'jets', 'of', 'gas', 'flame', ',', 'effectively', 'removing', 'impurities', 'and', 'preparing', 'them', 'for', 'further', 'processing', '.', 'The', 'introduction', 'of', 'the', 'gassing', 'frame', 'significantly', 'improved', 'the', 'quality', 'of', 'finished', 'fabrics', ',', 'making', 'it', 'a', 'staple', 'in', 'textile', 'production', 'facilities', 'worldwide', '.'] | [[7, 8, 'Textile Machinery']] |
['In', 'the', '18th', 'century', ',', 'the', 'cotton', 'industry', 'saw', 'a', 'significant', 'transformation', 'with', 'the', 'introduction', 'of', 'the', 'cotton', 'gin', '.', 'This', 'innovative', 'textile', 'machinery', ',', 'developed', 'by', 'Eli', 'Whitney', ',', 'revolutionized', 'the', 'process', 'of', 'separating', 'cotton', 'fibers', 'from', 'seeds', ',', 'greatly', 'increasing', 'efficiency', '.', 'The', 'gin', 'enabled', 'large-scale', 'production', 'and', 'helped', 'to', 'meet', 'the', 'rising', 'demand', 'for', 'cotton', 'in', 'textile', 'manufacturing', '.'] | [[17, 18, 'Textile Machinery']] |
['The', 'gill', 'frame', 'is', 'a', 'crucial', 'component', 'in', 'the', 'textile', 'production', 'process', ',', 'primarily', 'utilized', 'for', 'the', 'preparation', 'of', 'fibers', '.', 'This', 'machine', 'features', 'a', 'series', 'of', 'gills', 'that', 'effectively', 'disentangle', 'and', 'align', 'cotton', 'or', 'wool', 'fibers', ',', 'making', 'them', 'suitable', 'for', 'spinning', '.', 'The', 'operation', 'of', 'the', 'gill', 'frame', 'is', 'essential', 'for', 'achieving', 'high-quality', 'yarn', '.', 'In', 'addition', 'to', 'the', 'gill', 'frame', ',', 'other', 'machinery', 'such', 'as', 'carding', 'machines', 'and', 'spinning', 'frames', 'are', 'also', 'vital', 'in', 'the', 'textile', 'manufacturing', 'process', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'cotton', 'gin', 'revolutionized', 'the', 'textile', 'industry', 'by', 'significantly', 'speeding', 'up', 'the', 'process', 'of', 'separating', 'cotton', 'fibers', 'from', 'seeds', '.', 'Originally', 'invented', 'by', 'Eli', 'Whitney', 'in', '1793', ',', 'the', 'gin', 'became', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'in', 'cotton-producing', 'regions', '.', 'It', 'allowed', 'for', 'the', 'efficient', 'processing', 'of', 'cotton', ',', 'which', 'was', 'vital', 'for', 'the', 'burgeoning', 'textile', 'mills', 'in', 'the', '19th', 'century', '.', 'The', 'introduction', 'of', 'the', 'gin', 'marked', 'a', 'pivotal', 'moment', 'in', 'textile', 'production', ',', 'enabling', 'higher', 'yields', 'and', 'lower', 'labor', 'costs', '.'] | [[1, 2, 'Textile Machinery'], [2, 2, 'Textile Machinery']] |
['The', 'gill', 'frame', 'is', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'wool', 'processing', 'industry', '.', 'It', 'operates', 'by', 'separating', 'the', 'fibers', 'and', 'aligning', 'them', 'for', 'further', 'processing', '.', 'The', 'machine', 'consists', 'of', 'a', 'series', 'of', 'gills', ',', 'which', 'are', 'metal', 'combs', 'that', 'work', 'to', 'tease', 'apart', 'the', 'wool', '.', 'This', 'process', 'is', 'crucial', 'for', 'preparing', 'the', 'wool', 'for', 'spinning', '.', 'Other', 'machines', ',', 'such', 'as', 'carding', 'machines', ',', 'often', 'work', 'in', 'conjunction', 'with', 'the', 'gill', 'frame', 'to', 'ensure', 'high-quality', 'fiber', 'preparation', '.'] | [[1, 2, 'Textile Machinery'], [67, 68, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'textile', 'production', 'saw', 'a', 'significant', 'transformation', 'with', 'the', 'introduction', 'of', 'the', 'shuttle', 'loom', '.', 'This', 'innovative', 'machine', 'utilized', 'a', 'going', 'part', 'that', 'included', 'the', 'batten', ',', 'shuttle-boxes', ',', 'and', 'reed', ',', 'which', 'worked', 'in', 'harmony', 'to', 'weave', 'fabric', 'efficiently', '.', 'The', 'integration', 'of', 'such', 'advanced', 'textile', 'machinery', 'allowed', 'factories', 'to', 'increase', 'their', 'output', 'and', 'improve', 'the', 'quality', 'of', 'textiles', 'produced', '.'] | [[25, 26, 'Textile Machinery'], [17, 18, 'Textile Machinery'], [30, 30, 'Textile Machinery'], [32, 32, 'Textile Machinery'], [35, 35, 'Textile Machinery']] |
['The', 'jacquard', 'loom', ',', 'an', 'innovative', 'piece', 'of', 'textile', 'machinery', 'from', 'the', 'early', '19th', 'century', ',', 'utilizes', 'a', 'complex', 'system', 'of', 'hooks', 'and', 'a', 'grid', 'to', 'control', 'the', 'weaving', 'of', 'intricate', 'patterns', '.', 'This', 'grid', 'plays', 'a', 'crucial', 'role', 'in', 'guiding', 'the', 'hooks', 'that', 'lift', 'the', 'yarn', ',', 'allowing', 'for', 'the', 'creation', 'of', 'detailed', 'designs', 'that', 'were', 'previously', 'impossible', 'with', 'standard', 'looms', '.', 'The', 'jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', ',', 'paving', 'the', 'way', 'for', 'modern', 'automated', 'weaving', 'machines', '.'] | [[1, 2, 'Textile Machinery'], [24, 24, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'grating', 'mechanism', 'became', 'an', 'essential', 'component', 'of', 'various', 'textile', 'machines', '.', 'This', 'particular', 'part', 'serves', 'as', 'the', 'opening', 'through', 'which', 'the', 'weft', 'fork', 'operates', ',', 'facilitating', 'the', 'smooth', 'passage', 'of', 'yarns', 'during', 'the', 'weaving', 'process', '.', 'Notable', 'machines', 'that', 'incorporated', 'the', 'grating', 'include', 'the', 'Jacquard', 'loom', 'and', 'the', 'shuttle', 'loom', ',', 'both', 'of', 'which', 'revolutionized', 'fabric', 'production', 'with', 'their', 'advanced', 'capabilities', '.'] | [[7, 7, 'Textile Machinery'], [51, 52, 'Textile Machinery'], [55, 56, 'Textile Machinery']] |
['In', 'the', 'intricate', 'world', 'of', 'textile', 'production', ',', 'the', 'grating', 'plays', 'a', 'crucial', 'role', 'in', 'the', 'operation', 'of', 'various', 'weaving', 'machines', '.', 'Specifically', ',', 'in', 'the', 'design', 'of', 'the', 'shuttle', 'loom', ',', 'the', 'grating', 'serves', 'as', 'the', 'opening', 'through', 'which', 'the', 'weft', 'fork', 'operates', ',', 'allowing', 'for', 'the', 'seamless', 'integration', 'of', 'the', 'weft', 'yarn', 'into', 'the', 'fabric', '.', 'This', 'component', 'is', 'essential', 'for', 'ensuring', 'that', 'the', 'fabric', 'is', 'woven', 'tightly', 'and', 'evenly', ',', 'contributing', 'to', 'the', 'overall', 'quality', 'of', 'the', 'textile', 'produced', '.', 'Moreover', ',', 'the', 'precision', 'of', 'the', 'grating', 'directly', 'influences', 'the', 'efficiency', 'of', 'the', 'weaving', 'process', ',', 'making', 'it', 'a', 'vital', 'part', 'of', 'the', 'machinery', 'used', 'by', 'textile', 'manufacturers', '.'] | [[9, 9, 'Textile Machinery'], [29, 30, 'Textile Machinery'], [41, 42, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'advancements', 'in', 'textile', 'machinery', 'revolutionized', 'the', 'industry', '.', 'One', 'of', 'the', 'critical', 'components', 'was', 'the', 'going', 'part', ',', 'which', 'encompassed', 'the', 'entire', 'loom', 'lathe', ',', 'including', 'batten', ',', 'shuttle-boxes', ',', 'reed', ',', 'and', 'other', 'appliances', '.', 'This', 'setup', 'allowed', 'weavers', 'to', 'enhance', 'their', 'production', 'efficiency', 'significantly', '.', 'The', 'incorporation', 'of', 'the', 'going', 'part', 'into', 'the', 'design', 'of', 'looms', 'made', 'them', 'more', 'versatile', 'and', 'user-friendly', ',', 'enabling', 'the', 'production', 'of', 'a', 'wider', 'variety', 'of', 'textiles', '.', 'Additionally', ',', 'machines', 'like', 'the', 'Jacquard', 'loom', 'utilized', 'the', 'going', 'part', 'to', 'automate', 'intricate', 'designs', ',', 'further', 'pushing', 'the', 'boundaries', 'of', 'textile', 'manufacturing', '.'] | [[22, 23, 'Textile Machinery'], [29, 30, 'Textile Machinery'], [33, 33, 'Textile Machinery'], [35, 35, 'Textile Machinery'], [37, 37, 'Textile Machinery'], [87, 88, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', ',', 'invented', 'by', 'Joseph', 'Marie', 'Jacquard', ',', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'complex', 'patterns', 'to', 'be', 'woven', 'into', 'fabric', '.', 'It', 'utilizes', 'a', 'grid', 'system', 'that', 'guides', 'hooks', 'to', 'lift', 'threads', 'in', 'a', 'precise', 'manner', ',', 'enabling', 'intricate', 'designs', 'to', 'emerge', '.', 'The', 'grid', 'acts', 'as', 'a', 'framework', 'for', 'the', 'operation', 'of', 'the', 'machine', ',', 'ensuring', 'that', 'each', 'thread', 'is', 'accurately', 'positioned', 'during', 'the', 'weaving', 'process', '.', 'This', 'innovation', 'not', 'only', 'enhanced', 'the', 'creativity', 'of', 'textile', 'production', 'but', 'also', 'significantly', 'increased', 'efficiency', 'in', 'manufacturing', '.'] | [[1, 2, 'Textile Machinery'], [27, 27, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', 'is', 'a', 'revolutionary', 'piece', 'of', 'textile', 'machinery', 'that', 'utilizes', 'a', 'series', 'of', 'punched', 'cards', 'to', 'control', 'the', 'weaving', 'of', 'intricate', 'patterns', '.', 'One', 'of', 'its', 'critical', 'components', 'is', 'the', 'guard', ',', 'which', 'prevents', 'the', 'shuttle', 'from', 'flying', 'out', 'during', 'operation', ',', 'ensuring', 'a', 'smooth', 'and', 'efficient', 'weaving', 'process', '.', 'This', 'innovation', 'significantly', 'enhanced', 'the', 'capabilities', 'of', 'textile', 'production', 'in', 'the', '19th', 'century', '.'] | [[1, 2, 'Textile Machinery'], [32, 32, 'Textile Machinery']] |
['The', 'jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', 'with', 'its', 'innovative', 'use', 'of', 'the', 'griffe', ',', 'which', 'consists', 'of', 'a', 'set', 'of', 'parallel', 'bars', 'that', 'control', 'the', 'lifting', 'of', 'warp', 'threads', '.', 'This', 'mechanism', 'allows', 'for', 'intricate', 'patterns', 'to', 'be', 'woven', 'into', 'fabrics', ',', 'showcasing', 'the', 'versatility', 'and', 'complexity', 'of', 'textile', 'machinery', '.', 'Additionally', ',', 'the', 'needle', 'dobby', 'employs', 'a', 'similar', 'griffe', 'setup', 'to', 'achieve', 'precise', 'thread', 'control', ',', 'enhancing', 'the', 'overall', 'efficiency', 'of', 'weaving', 'processes', '.'] | [[13, 13, 'Textile Machinery'], [1, 2, 'Textile Machinery'], [55, 56, 'Textile Machinery']] |
['The', 'jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', 'with', 'its', 'innovative', 'use', 'of', 'the', 'griffe', 'mechanism', '.', 'This', 'set', 'of', 'parallel', 'bars', 'and', 'knives', 'allowed', 'for', 'precise', 'control', 'over', 'the', 'warp', 'threads', ',', 'enabling', 'intricate', 'designs', 'to', 'be', 'woven', 'with', 'ease', '.', 'The', 'integration', 'of', 'the', 'griffe', 'in', 'the', 'jacquard', 'appliance', 'made', 'it', 'possible', 'for', 'weavers', 'to', 'create', 'complex', 'patterns', 'that', 'were', 'previously', 'unimaginable', '.', 'This', 'technology', 'paved', 'the', 'way', 'for', 'modern', 'textile', 'machinery', ',', 'emphasizing', 'the', 'importance', 'of', 'the', 'griffe', 'in', 'the', 'evolution', 'of', 'fabric', 'production', '.'] | [[13, 13, 'Textile Machinery'], [1, 2, 'Textile Machinery'], [48, 49, 'Textile Machinery']] |
['In', 'the', 'late', '19th', 'century', ',', 'the', 'introduction', 'of', 'the', 'hackle', 'revolutionized', 'the', 'processing', 'of', 'bast', 'fibers', '.', 'This', 'essential', 'textile', 'machinery', 'was', 'used', 'to', 'separate', 'and', 'comb', 'flax', ',', 'hemp', ',', 'and', 'jute', 'fibers', ',', 'ensuring', 'a', 'higher', 'quality', 'of', 'yarn', 'production', '.', 'The', 'hackle', ',', 'set', 'with', 'long', 'spikes', ',', 'allowed', 'workers', 'to', 'efficiently', 'prepare', 'the', 'fibers', 'before', 'spinning', '.', 'Its', 'design', 'has', 'influenced', 'modern', 'fiber', 'processing', 'techniques', 'significantly', '.'] | [[10, 10, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', ',', 'invented', 'by', 'Joseph', 'Marie', 'Jacquard', 'in', '1804', ',', 'revolutionized', 'the', 'textile', 'industry', 'by', 'using', 'a', 'series', 'of', 'punch', 'cards', 'to', 'control', 'the', 'weaving', 'of', 'complex', 'patterns', '.', 'This', 'machine', 'allowed', 'for', 'greater', 'creativity', 'and', 'efficiency', 'in', 'fabric', 'production', '.', 'Additionally', ',', 'the', 'introduction', 'of', 'the', 'guard', 'mechanism', 'in', 'looms', 'was', 'essential', 'to', 'prevent', 'the', 'shuttle', 'from', 'flying', 'out', 'during', 'operation', ',', 'ensuring', 'safer', 'and', 'more', 'reliable', 'weaving', 'processes', '.'] | [[1, 2, 'Textile Machinery'], [49, 49, 'Textile Machinery']] |
['In', 'the', 'early', 'days', 'of', 'textile', 'production', ',', 'the', 'hackle', 'was', 'an', 'essential', 'tool', 'used', 'in', 'the', 'processing', 'of', 'flax', 'and', 'hemp', '.', 'This', 'board', ',', 'set', 'with', 'regular', 'rows', 'of', 'long', 'spikes', ',', 'allowed', 'workers', 'to', 'separate', 'and', 'comb', 'the', 'bast', 'fibres', 'effectively', '.', 'By', 'utilizing', 'the', 'hackle', ',', 'spinners', 'were', 'able', 'to', 'prepare', 'high-quality', 'fibres', 'for', 'spinning', 'into', 'yarn', '.', 'The', 'introduction', 'of', 'the', 'hackle', 'significantly', 'improved', 'the', 'efficiency', 'of', 'textile', 'machinery', 'by', 'ensuring', 'that', 'the', 'fibres', 'were', 'uniformly', 'aligned', ',', 'which', 'is', 'crucial', 'for', 'creating', 'strong', 'and', 'smooth', 'yarns', '.'] | [[9, 9, 'Textile Machinery']] |
['The', 'hackling', 'machine', 'is', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'processing', 'of', 'flax', 'and', 'hemp', 'fibers', '.', 'This', 'machine', 'operates', 'by', 'utilizing', 'spiked', 'rods', 'that', 'are', 'bound', 'in', 'endless', 'sheets', ',', 'which', 'are', 'then', 'stretched', 'over', 'pairs', 'of', 'rollers', '.', 'As', 'the', 'hackling', 'machine', 'functions', ',', 'the', 'rods', 'descend', 'and', 'comb', 'through', 'the', 'locks', 'of', 'fibers', ',', 'effectively', 'separating', 'and', 'preparing', 'them', 'for', 'further', 'textile', 'production', '.', 'Its', 'design', 'is', 'crucial', 'in', 'ensuring', 'that', 'the', 'fibers', 'are', 'clean', 'and', 'aligned', ',', 'which', 'facilitates', 'easier', 'spinning', 'into', 'yarn', '.'] | [[1, 2, 'Textile Machinery']] |
['The', 'hackling', 'machine', 'is', 'an', 'essential', 'piece', 'of', 'equipment', 'in', 'the', 'textile', 'industry', ',', 'designed', 'to', 'process', 'flax', 'and', 'other', 'fibers', '.', 'It', 'consists', 'of', 'a', 'series', 'of', 'spiked', 'rods', 'that', 'are', 'arranged', 'in', 'two', 'endless', 'sheets', ',', 'which', 'are', 'pulled', 'tight', 'over', 'pairs', 'of', 'rollers', '.', 'As', 'the', 'machine', 'operates', ',', 'these', 'rods', 'descend', 'in', 'close', 'contact', 'with', 'the', 'fibers', ',', 'effectively', 'combing', 'through', 'the', 'locks', 'of', 'material', 'that', 'are', 'fed', 'into', 'the', 'machine', '.', 'This', 'process', 'not', 'only', 'aligns', 'the', 'fibers', 'but', 'also', 'removes', 'any', 'impurities', ',', 'ensuring', 'a', 'clean', 'and', 'uniform', 'product', '.', 'The', 'efficiency', 'of', 'the', 'hackling', 'machine', 'has', 'made', 'it', 'a', 'staple', 'in', 'modern', 'textile', 'mills', '.'] | [[1, 2, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'shuttle', 'loom', 'was', 'a', 'revolutionary', 'advancement', 'in', 'textile', 'manufacturing', '.', 'This', 'machine', 'utilized', 'a', 'series', 'of', 'harnesses', 'to', 'control', 'the', 'shedding', 'of', 'the', 'warp', 'threads', ',', 'allowing', 'for', 'the', 'efficient', 'weaving', 'of', 'fabric', '.', 'The', 'intricate', 'design', 'of', 'the', 'harness', 'system', 'enabled', 'weavers', 'to', 'create', 'complex', 'patterns', 'with', 'ease', ',', 'significantly', 'improving', 'the', 'speed', 'of', 'production', '.', 'Additionally', ',', 'the', 'introduction', 'of', 'automatic', 'harness', 'lifting', 'mechanisms', 'further', 'enhanced', 'the', 'capabilities', 'of', 'the', 'shuttle', 'loom', ',', 'making', 'it', 'a', 'staple', 'in', 'textile', 'mills', 'around', 'the', 'world', '.'] | [[46, 46, 'Textile Machinery'], [7, 8, 'Textile Machinery']] |
['The', 'Jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', 'by', 'introducing', 'a', 'harness', 'system', 'that', 'allowed', 'for', 'the', 'automatic', 'lifting', 'of', 'warp', 'yarns', '.', 'This', 'innovation', 'enabled', 'weavers', 'to', 'create', 'intricate', 'patterns', 'with', 'ease', '.', 'The', 'harness', ',', 'made', 'of', 'sturdy', 'materials', ',', 'played', 'a', 'crucial', 'role', 'in', 'controlling', 'the', 'warp', 'threads', ',', 'ensuring', 'precision', 'in', 'the', 'weaving', 'process', '.'] | [[1, 2, 'Textile Machinery'], [10, 10, 'Textile Machinery']] |
['The', 'harness', 'is', 'a', 'crucial', 'component', 'in', 'the', 'operation', 'of', 'weaving', 'looms', '.', 'It', 'serves', 'as', 'a', 'shedding', 'appliance', ',', 'allowing', 'the', 'weaver', 'to', 'control', 'the', 'warp', 'threads', 'efficiently', '.', 'Various', 'types', 'of', 'harnesses', 'have', 'been', 'developed', 'over', 'the', 'years', ',', 'including', 'the', 'Jacquard', 'harness', ',', 'which', 'revolutionized', 'the', 'textile', 'industry', 'by', 'enabling', 'complex', 'patterns', 'to', 'be', 'woven', 'automatically', '.', 'These', 'harnesses', 'are', 'mounted', 'on', 'the', 'loom', 'and', 'are', 'essential', 'for', 'the', 'production', 'of', 'intricate', 'fabrics', '.'] | [[1, 1, 'Textile Machinery'], [10, 11, 'Textile Machinery'], [43, 44, 'Textile Machinery']] |
['The', 'traditional', 'handloom', 'is', 'an', 'ancient', 'piece', 'of', 'textile', 'machinery', 'that', 'has', 'been', 'used', 'for', 'centuries', '.', 'One', 'of', 'its', 'key', 'components', 'is', 'the', 'harness', ',', 'which', 'plays', 'a', 'crucial', 'role', 'in', 'controlling', 'the', 'lifting', 'of', 'the', 'warp', 'yarns', '.', 'This', 'allows', 'for', 'the', 'intricate', 'patterns', 'to', 'be', 'woven', 'into', 'the', 'fabric', '.', 'The', 'harness', 'is', 'typically', 'composed', 'of', 'several', 'rods', 'and', 'cords', 'that', 'the', 'weaver', 'manipulates', 'to', 'create', 'the', 'desired', 'design', '.', 'Understanding', 'the', 'function', 'of', 'the', 'harness', 'is', 'essential', 'for', 'anyone', 'looking', 'to', 'master', 'the', 'art', 'of', 'weaving', 'on', 'a', 'handloom', '.'] | [[2, 2, 'Textile Machinery'], [24, 24, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'textile', 'production', ',', 'harness', 'twills', 'are', 'essential', 'for', 'weaving', 'intricate', 'patterns', '.', 'The', 'term', "'", 'harness', "'", 'refers', 'to', 'the', 'shafts', 'used', 'in', 'weaving', ',', 'and', 'American', 'manufacturers', 'categorize', 'them', 'based', 'on', 'the', 'number', 'of', 'shafts', '.', 'For', 'example', ',', 'a', 'three-harness', 'twill', 'utilizes', 'three', 'shafts', 'to', 'create', 'a', 'robust', 'fabric', 'structure', ',', 'while', 'a', 'six', 'harness', 'twill', 'enhances', 'this', 'complexity', 'with', 'six', 'shafts', ',', 'allowing', 'for', 'richer', 'designs', 'and', 'textures', '.', 'This', 'distinction', 'is', 'crucial', 'for', 'weavers', 'who', 'wish', 'to', 'produce', 'high-quality', 'textiles', 'efficiently', '.'] | [[7, 8, 'Textile Machinery']] |
['In', 'the', 'early', 'days', 'of', 'textile', 'production', ',', 'the', 'hasp', 'played', 'a', 'crucial', 'role', 'in', 'the', 'winding', 'process', 'of', 'yarns', '.', 'These', 'machines', ',', 'equipped', 'with', 'spindles', 'and', 'various', 'attachments', ',', 'allowed', 'for', 'efficient', 'handling', 'of', 'large', 'quantities', 'of', 'thread', '.', 'The', 'hasp', ',', 'measuring', 'approximately', '3600', 'yards', ',', 'was', 'essential', 'for', 'managing', 'the', 'lengths', 'of', 'linen', 'being', 'produced', '.', 'As', 'technology', 'advanced', ',', 'newer', 'machinery', 'began', 'to', 'replace', 'these', 'traditional', 'methods', ',', 'but', 'the', 'significance', 'of', 'the', 'hasp', 'in', 'textile', 'history', 'remains', 'noteworthy', '.'] | [[9, 9, 'Textile Machinery']] |
['In', 'the', 'early', 'days', 'of', 'textile', 'manufacturing', ',', 'the', 'hasp', 'was', 'a', 'vital', 'component', 'for', 'winding', 'yarns', 'efficiently', '.', 'The', 'hasp', 'allowed', 'operators', 'to', 'manage', 'the', 'yarn', 'tension', ',', 'ensuring', 'that', 'the', 'fibers', 'were', 'evenly', 'distributed', 'on', 'the', 'spindle', '.', 'This', 'was', 'crucial', 'for', 'maintaining', 'quality', 'across', 'large', 'batches', 'of', 'linen', ',', 'which', 'was', 'often', 'measured', 'in', 'hasps', ',', 'with', 'one', 'hasp', 'typically', 'representing', '3600', 'yards', 'of', 'fabric', '.', 'As', 'the', 'industry', 'evolved', ',', 'newer', 'machines', 'replaced', 'the', 'hasp', ',', 'but', 'its', 'significance', 'in', 'the', 'history', 'of', 'textile', 'machinery', 'remains', '.'] | [[9, 9, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'invention', 'of', 'the', 'drawing', 'machine', 'revolutionized', 'textile', 'production', '.', 'One', 'of', 'its', 'key', 'features', 'was', 'the', 'hatch', ',', 'which', 'determined', 'the', 'tension', 'and', 'uniformity', 'of', 'the', 'fibers', 'being', 'drawn', '.', 'This', 'distance', 'between', 'the', 'back', 'and', 'front', 'rollers', 'ensured', 'that', 'the', 'fibers', 'were', 'processed', 'efficiently', ',', 'allowing', 'for', 'improved', 'quality', 'in', 'the', 'final', 'yarn', '.', 'The', 'advancement', 'in', 'hatch', 'design', 'led', 'to', 'more', 'precise', 'control', 'over', 'the', 'drawing', 'process', ',', 'making', 'machines', 'like', 'the', 'drawing', 'frame', 'indispensable', 'in', 'mills', 'across', 'the', 'country', '.'] | [[10, 11, 'Textile Machinery'], [23, 23, 'Textile Machinery'], [43, 44, 'Textile Machinery'], [81, 82, 'Textile Machinery']] |
['In', 'the', 'world', 'of', 'textile', 'production', ',', 'the', 'harness', 'twills', 'are', 'an', 'essential', 'feature', 'of', 'modern', 'weaving', '.', 'These', 'machines', 'utilize', 'multiple', 'shafts', 'to', 'create', 'complex', 'patterns', 'in', 'fabric', '.', 'For', 'instance', ',', 'a', 'three-harness', 'twill', 'allows', 'for', 'the', 'production', 'of', 'intricate', 'designs', 'by', 'manipulating', 'the', 'warp', 'threads', 'in', 'a', 'specific', 'sequence', '.', 'The', 'versatility', 'of', 'six', 'harness', 'twills', 'further', 'enhances', 'the', 'weaver', "'s", 'ability', 'to', 'craft', 'detailed', 'textiles', '.', 'Manufacturers', 'have', 'continually', 'advanced', 'the', 'technology', 'behind', 'these', 'machines', 'to', 'improve', 'efficiency', 'and', 'fabric', 'quality', '.'] | [[8, 9, 'Textile Machinery'], [34, 35, 'Textile Machinery'], [56, 58, 'Textile Machinery']] |
['The', 'mule', 'spinning', 'frame', ',', 'a', 'revolutionary', 'invention', 'in', 'textile', 'manufacturing', ',', 'features', 'a', 'crucial', 'component', 'known', 'as', 'the', 'headstock', '.', 'This', 'headstock', 'serves', 'as', 'the', 'driving', 'and', 'controlling', 'machine', 'of', 'the', 'mule', 'spinning', 'frame', ',', 'ensuring', 'that', 'the', 'process', 'of', 'spinning', 'fibers', 'into', 'yarn', 'is', 'efficient', 'and', 'consistent', '.', 'Early', 'adopters', 'of', 'this', 'technology', 'noted', 'significant', 'improvements', 'in', 'production', 'speed', 'and', 'yarn', 'quality', ',', 'largely', 'attributed', 'to', 'the', 'innovative', 'design', 'of', 'the', 'headstock', '.'] | [[19, 19, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'introduction', 'of', 'the', 'drawing', 'machine', 'revolutionized', 'the', 'textile', 'industry', '.', 'This', 'innovative', 'device', 'featured', 'a', 'hatch', 'that', 'determined', 'the', 'distance', 'between', 'the', 'back', 'and', 'front', 'rollers', ',', 'which', 'was', 'crucial', 'for', 'ensuring', 'the', 'consistency', 'of', 'yarn', 'thickness', '.', 'The', 'precision', 'of', 'the', 'hatch', 'adjustment', 'allowed', 'for', 'optimal', 'fiber', 'alignment', 'and', 'reduced', 'the', 'occurrence', 'of', 'defects', 'in', 'the', 'final', 'product', '.', 'As', 'a', 'result', ',', 'the', 'drawing', 'machine', 'became', 'an', 'essential', 'tool', 'in', 'spinning', 'mills', ',', 'significantly', 'enhancing', 'productivity', 'and', 'quality', 'in', 'textile', 'manufacturing', '.'] | [[10, 11, 'Textile Machinery'], [22, 22, 'Textile Machinery'], [32, 32, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'weaving', ',', 'the', 'heald', 'shafts', 'play', 'a', 'crucial', 'role', 'in', 'the', 'overall', 'functionality', 'of', 'the', 'loom', '.', 'These', 'horizontal', 'laths', 'are', 'essential', 'for', 'connecting', 'the', 'healds', 'to', 'the', 'shedding', 'appliances', ',', 'allowing', 'for', 'the', 'precise', 'lifting', 'and', 'lowering', 'of', 'the', 'warp', 'threads', '.', 'The', 'innovation', 'of', 'the', 'heald', 'shafts', 'has', 'greatly', 'enhanced', 'the', 'efficiency', 'of', 'textile', 'machinery', ',', 'enabling', 'weavers', 'to', 'produce', 'intricate', 'patterns', 'with', 'ease', '.', 'Without', 'these', 'integral', 'components', ',', 'the', 'operation', 'of', 'modern', 'looms', 'would', 'be', 'significantly', 'hampered', ',', 'showcasing', 'the', 'importance', 'of', 'heald', 'shafts', 'in', 'the', 'fabric', 'production', 'process', '.'] | [[7, 8, 'Textile Machinery']] |
['The', 'mule', 'spinning', 'frame', 'is', 'a', 'pivotal', 'invention', 'in', 'the', 'history', 'of', 'textile', 'production', ',', 'featuring', 'a', 'crucial', 'component', 'known', 'as', 'the', 'headstock', '.', 'This', 'driving', 'and', 'controlling', 'machine', 'of', 'the', 'mule', 'spinning', 'frame', 'ensures', 'the', 'proper', 'operation', 'of', 'the', 'entire', 'system', ',', 'allowing', 'for', 'the', 'efficient', 'spinning', 'of', 'fibers', 'into', 'yarn', '.', 'The', 'design', 'of', 'the', 'headstock', 'has', 'evolved', 'over', 'the', 'years', ',', 'improving', 'the', 'overall', 'functionality', 'and', 'reliability', 'of', 'the', 'spinning', 'process', '.'] | [[22, 22, 'Textile Machinery'], [1, 3, 'Textile Machinery']] |
['In', 'the', 'early', '20th', 'century', ',', 'the', 'introduction', 'of', 'heald', 'shafts', 'revolutionized', 'the', 'weaving', 'process', '.', 'These', 'horizontal', 'laths', 'provided', 'a', 'crucial', 'support', 'for', 'the', 'healds', ',', 'enabling', 'the', 'efficient', 'lifting', 'and', 'lowering', 'of', 'warp', 'threads', 'during', 'the', 'weaving', 'cycle', '.', 'Before', 'their', 'widespread', 'adoption', ',', 'weavers', 'faced', 'numerous', 'challenges', 'with', 'thread', 'misalignment', ',', 'but', 'with', 'the', 'heald', 'shafts', 'in', 'place', ',', 'the', 'precision', 'of', 'the', 'fabric', 'improved', 'significantly', '.', 'The', 'design', 'of', 'modern', 'looms', 'now', 'incorporates', 'heald', 'shafts', 'as', 'an', 'essential', 'component', ',', 'demonstrating', 'their', 'lasting', 'impact', 'on', 'textile', 'machinery', '.'] | [[9, 10, 'Textile Machinery']] |
['In', 'the', 'intricate', 'world', 'of', 'weaving', ',', 'the', 'heald-shaft', 'plays', 'a', 'crucial', 'role', 'in', 'the', 'operation', 'of', 'looms', '.', 'Comprised', 'of', 'two', 'wooden', 'laths', ',', 'the', 'heald-shaft', 'supports', 'a', 'series', 'of', 'cords', 'known', 'as', 'healds', '.', 'Each', 'heald', 'has', 'a', 'small', 'eye', 'in', 'its', 'center', ',', 'allowing', 'warp', 'threads', 'to', 'pass', 'through', '.', 'This', 'mechanism', 'is', 'vital', 'for', 'dividing', 'the', 'warp', 'threads', 'and', 'creating', 'a', 'shed', 'for', 'the', 'shuttle', "'s", 'passage', '.', 'While', 'plain', 'cloth', 'can', 'be', 'woven', 'using', 'just', 'two', 'heald', 'shafts', ',', 'more', 'complex', 'designs', 'often', 'require', 'four', 'or', 'even', 'up', 'to', 'sixteen', 'heald', 'shafts', 'in', 'fancy', 'weaving', 'applications', '.', 'The', 'versatility', 'of', 'heald', 'shafts', ',', 'also', 'referred', 'to', 'as', "'", 'healds', "'", ',', "'", 'staves', "'", ',', 'or', "'", 'shafts', "'", ',', 'makes', 'them', 'indispensable', 'in', 'the', 'textile', 'machinery', 'sector', '.'] | [[8, 8, 'Textile Machinery']] |
['In', 'traditional', 'weaving', ',', 'the', 'heald-shaft', 'plays', 'a', 'crucial', 'role', 'in', 'the', 'production', 'of', 'fabric', '.', 'This', 'component', 'is', 'essential', 'for', 'dividing', 'the', 'warp', 'threads', ',', 'allowing', 'the', 'weaver', 'to', 'create', 'a', 'shed', 'for', 'the', 'shuttle', 'to', 'pass', 'through', '.', 'Typically', ',', 'a', 'basic', 'setup', 'may', 'involve', 'two', 'heald', 'shafts', ',', 'but', 'for', 'more', 'intricate', 'designs', ',', 'up', 'to', 'sixteen', 'heald', 'shafts', 'can', 'be', 'employed', '.', 'Each', 'heald', 'shaft', 'consists', 'of', 'two', 'wooden', 'laths', 'with', 'cords', 'known', 'as', 'healds', 'suspended', 'between', 'them', '.', 'These', 'healds', 'have', 'small', 'eyes', 'through', 'which', 'the', 'warp', 'threads', 'are', 'threaded', ',', 'ensuring', 'precise', 'control', 'over', 'the', 'weaving', 'process', '.', 'This', 'mechanism', 'is', 'vital', 'for', 'both', 'plain', 'and', 'fancy', 'weaving', 'techniques', '.'] | [[5, 5, 'Textile Machinery']] |
['In', 'the', '19th', 'century', ',', 'the', 'invention', 'of', 'the', 'Jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'complex', 'patterns', 'to', 'be', 'woven', 'automatically', 'using', 'healds', '.', 'These', 'healds', ',', 'which', 'are', 'cords', 'with', 'rings', 'or', 'loops', ',', 'enable', 'the', 'precise', 'arrangement', 'of', 'warp', 'threads', 'to', 'create', 'intricate', 'designs', '.', 'The', 'loom', 'itself', 'utilized', 'a', 'series', 'of', 'mechanical', 'components', 'to', 'control', 'the', 'lifting', 'of', 'the', 'healds', ',', 'thereby', 'facilitating', 'the', 'shedding', 'of', 'warp', 'ends', 'during', 'the', 'weaving', 'process', '.'] | [[9, 10, 'Textile Machinery'], [24, 24, 'Textile Machinery'], [42, 43, 'Textile Machinery']] |
['The', 'jacquard', 'loom', 'revolutionized', 'the', 'textile', 'industry', 'by', 'allowing', 'intricate', 'patterns', 'to', 'be', 'woven', 'more', 'efficiently', '.', 'One', 'key', 'component', 'of', 'this', 'loom', 'is', 'the', 'use', 'of', 'healds', ',', 'which', 'are', 'essential', 'for', 'controlling', 'the', 'warp', 'threads', 'during', 'the', 'shedding', 'process', '.', 'By', 'passing', 'the', 'warp', 'ends', 'through', 'the', 'healds', ',', 'weavers', 'can', 'create', 'various', 'patterns', 'and', 'designs', 'that', 'were', 'previously', 'impossible', '.', 'This', 'innovation', 'not', 'only', 'improved', 'productivity', 'but', 'also', 'enhanced', 'the', 'quality', 'of', 'fabric', 'produced', '.'] | [[27, 27, 'Textile Machinery'], [1, 2, 'Textile Machinery']] |
['The', 'heck-box', 'is', 'an', 'essential', 'textile', 'machinery', 'component', 'that', 'functions', 'as', 'a', 'leasing', 'appliance', '.', 'It', 'is', 'situated', 'between', 'the', 'warping', 'mill', 'and', 'the', 'bobbin', 'bank', ',', 'featuring', 'steel', 'pins', 'with', 'eyes', '.', 'These', 'eyes', 'are', 'arranged', 'in', 'both', 'the', 'top', 'and', 'bottom', 'bars', ',', 'allowing', 'warp', 'threads', 'to', 'pass', 'through', 'them', '.', 'The', 'separation', 'of', 'the', 'bars', 'enables', 'the', 'warp', 'threads', 'to', 'be', 'halved', ',', 'facilitating', 'efficient', 'production', 'in', 'the', 'weaving', 'process', '.', 'This', 'machinery', 'plays', 'a', 'significant', 'role', 'in', 'preparing', 'the', 'warp', 'for', 'subsequent', 'stages', 'in', 'textile', 'manufacturing', '.'] | [[1, 1, 'Textile Machinery']] |
['The', 'heck-box', 'is', 'a', 'crucial', 'textile', 'machinery', 'component', 'situated', 'between', 'the', 'warping', 'mill', 'and', 'the', 'bobbin', 'bank', '.', 'This', 'leasing', 'appliance', 'consists', 'of', 'steel', 'pins', 'with', 'eyes', 'set', 'in', 'the', 'top', 'and', 'bottom', 'bars', ',', 'allowing', 'the', 'warp', 'threads', 'to', 'be', 'halved', 'efficiently', 'by', 'the', 'separation', 'of', 'the', 'bars', '.', 'Its', 'design', 'facilitates', 'the', 'smooth', 'transition', 'of', 'threads', 'during', 'the', 'weaving', 'process', ',', 'ensuring', 'high-quality', 'fabric', 'production', '.'] | [[1, 1, 'Textile Machinery']] |
['In', 'the', 'early', 'days', 'of', 'weaving', ',', 'one', 'of', 'the', 'essential', 'components', 'used', 'in', 'looms', 'was', 'the', 'heddles', '.', 'These', 'heald', 'shafts', 'played', 'a', 'crucial', 'role', 'in', 'the', 'process', 'of', 'heddling', ',', 'which', 'involves', 'drawing', 'the', 'warp', 'threads', 'through', 'the', 'eyes', 'of', 'the', 'healds', '.', 'The', 'efficiency', 'of', 'the', 'loom', 'was', 'significantly', 'enhanced', 'by', 'the', 'design', 'of', 'the', 'heddles', ',', 'allowing', 'weavers', 'to', 'create', 'intricate', 'patterns', 'with', 'ease', '.', 'The', 'introduction', 'of', 'automatic', 'looms', 'later', 'on', 'brought', 'advancements', 'in', 'heddle', 'technology', ',', 'further', 'improving', 'textile', 'production', '.'] | [[17, 17, 'Textile Machinery']] |
['In', 'the', 'textile', 'industry', ',', 'the', 'heel', 'rack', 'is', 'a', 'crucial', 'component', 'of', 'jacquard', 'looms', ',', 'providing', 'support', 'for', 'the', 'jacquard', 'needles', '.', 'The', 'heel', 'rack', 'is', 'designed', 'as', 'a', 'perforated', 'board', 'that', 'ensures', 'the', 'proper', 'alignment', 'and', 'movement', 'of', 'the', 'needles', 'during', 'the', 'weaving', 'process', '.', 'Without', 'a', 'well-constructed', 'heel', 'rack', ',', 'the', 'efficiency', 'of', 'the', 'jacquard', 'loom', 'would', 'be', 'significantly', 'compromised', ',', 'leading', 'to', 'potential', 'defects', 'in', 'the', 'fabric', 'produced', '.'] | [[6, 7, 'Textile Machinery']] |
['The', 'modern', 'jacquard', 'loom', 'is', 'a', 'remarkable', 'innovation', 'in', 'textile', 'machinery', ',', 'allowing', 'for', 'the', 'intricate', 'weaving', 'of', 'patterns', 'and', 'designs', '.', 'One', 'of', 'its', 'key', 'components', 'is', 'the', 'heddles', ',', 'which', 'play', 'a', 'crucial', 'role', 'in', 'the', 'process', 'of', 'heddling', '.', 'These', 'heald', 'shafts', 'are', 'essential', 'for', 'drawing', 'the', 'warp', 'threads', 'through', 'their', 'eyes', ',', 'enabling', 'the', 'creation', 'of', 'complex', 'fabrics', '.', 'The', 'use', 'of', 'heddles', 'has', 'revolutionized', 'weaving', ',', 'making', 'it', 'possible', 'for', 'weavers', 'to', 'produce', 'detailed', 'images', 'and', 'textures', 'within', 'their', 'textiles', '.'] | [[2, 3, 'Textile Machinery'], [29, 29, 'Textile Machinery']] |
['In', 'the', 'realm', 'of', 'jacquard', 'weaving', ',', 'the', 'heel', 'rack', 'plays', 'a', 'crucial', 'role', '.', 'It', 'is', 'the', 'perforated', 'board', 'which', 'supports', 'the', 'ends', 'of', 'the', 'jacquard', 'needles', ',', 'ensuring', 'precise', 'control', 'over', 'the', 'weaving', 'process', '.', 'The', 'integration', 'of', 'the', 'heel', 'rack', 'into', 'the', 'jacquard', 'loom', 'design', 'revolutionized', 'textile', 'production', ',', 'allowing', 'for', 'intricate', 'patterns', 'to', 'be', 'woven', 'with', 'ease', '.', 'Modern', 'jacquard', 'machines', 'continue', 'to', 'utilize', 'heel', 'racks', 'to', 'maintain', 'the', 'efficiency', 'and', 'accuracy', 'that', 'the', 'early', 'inventors', 'envisioned', '.'] | [[8, 9, 'Textile Machinery']] |
['In', 'the', '19th', 'century', ',', 'the', 'hatchel', 'was', 'a', 'crucial', 'tool', 'in', 'the', 'production', 'of', 'flax', 'fibers', '.', 'This', 'long-toothed', 'device', 'allowed', 'workers', 'to', 'dress', 'the', 'flax', 'by', 'drawing', 'it', 'through', 'the', 'teeth', ',', 'separating', 'the', 'fibers', 'from', 'the', 'woody', 'parts', 'of', 'the', 'plant', '.', 'The', 'efficiency', 'of', 'the', 'hatchel', 'greatly', 'improved', 'the', 'quality', 'of', 'the', 'final', 'linen', 'product', '.', 'Many', 'artisans', 'relied', 'on', 'this', 'textile', 'machinery', 'to', 'produce', 'fine', 'linens', ',', 'making', 'it', 'an', 'essential', 'part', 'of', 'the', 'textile', 'industry', 'during', 'that', 'era', '.'] | [[6, 6, 'Textile Machinery']] |
['The', 'hetchel', ',', 'also', 'known', 'as', 'hatchel', 'or', 'hackle', ',', 'is', 'an', 'essential', 'piece', 'of', 'textile', 'machinery', 'used', 'in', 'the', 'processing', 'of', 'flax', '.', 'This', 'tool', 'features', 'long', 'teeth', 'through', 'which', 'the', 'flax', 'fibers', 'are', 'drawn', ',', 'helping', 'to', 'prepare', 'them', 'for', 'spinning', '.', 'Artisans', 'have', 'relied', 'on', 'the', 'hetchel', 'for', 'centuries', ',', 'as', 'it', 'significantly', 'improves', 'the', 'quality', 'of', 'the', 'fiber', 'by', 'removing', 'impurities', 'and', 'aligning', 'the', 'fibers', 'for', 'a', 'smoother', 'finish', '.', 'The', 'process', 'of', 'using', 'a', 'hetchel', 'requires', 'skill', 'and', 'precision', ',', 'making', 'it', 'a', 'vital', 'instrument', 'in', 'traditional', 'textile', 'production', '.'] | [[1, 1, 'Textile Machinery'], [6, 6, 'Textile Machinery'], [8, 8, 'Textile Machinery']] |
['In', 'the', '19th', 'century', ',', 'textile', 'manufacturers', 'sought', 'to', 'innovate', 'their', 'weaving', 'processes', ',', 'leading', 'to', 'the', 'introduction', 'of', 'various', 'specialized', 'tools', '.', 'One', 'of', 'the', 'notable', 'advancements', 'was', 'the', 'hide', 'picker', ',', 'a', 'loom', 'picker', 'made', 'of', 'prepared', 'buffalo', 'hide', ',', 'which', 'played', 'a', 'crucial', 'role', 'in', 'enhancing', 'the', 'efficiency', 'of', 'weaving', 'by', 'ensuring', 'the', 'warp', 'threads', 'were', 'correctly', 'positioned', '.', 'This', 'device', 'allowed', 'weavers', 'to', 'manipulate', 'the', 'threads', 'with', 'greater', 'precision', ',', 'resulting', 'in', 'improved', 'fabric', 'quality', 'and', 'production', 'speed', '.', 'As', 'the', 'industry', 'evolved', ',', 'the', 'hide', 'picker', 'became', 'an', 'essential', 'component', 'in', 'many', 'weaving', 'operations', ',', 'demonstrating', 'the', 'importance', 'of', 'material', 'choice', 'in', 'textile', 'machinery', '.'] | [[30, 31, 'Textile Machinery']] |
['In', 'the', 'world', 'of', 'textile', 'manufacturing', ',', 'the', 'hide', 'picker', 'plays', 'a', 'crucial', 'role', '.', 'This', 'loom', 'picker', ',', 'crafted', 'from', 'prepared', 'buffalo', 'hide', ',', 'is', 'designed', 'to', 'efficiently', 'maneuver', 'threads', 'and', 'improve', 'weaving', 'quality', '.', 'By', 'using', 'a', 'hide', 'picker', ',', 'weavers', 'can', 'achieve', 'a', 'smoother', 'fabric', 'surface', ',', 'as', 'it', 'reduces', 'friction', 'during', 'the', 'weaving', 'process', '.', 'The', 'durability', 'of', 'the', 'buffalo', 'hide', 'ensures', 'that', 'the', 'picker', 'withstands', 'the', 'rigors', 'of', 'daily', 'use', ',', 'making', 'it', 'a', 'preferred', 'choice', 'among', 'artisans', '.'] | [[8, 9, 'Textile Machinery']] |
['In', 'the', 'textile', 'industry', ',', 'the', 'hopper', 'feed', 'plays', 'a', 'crucial', 'role', 'in', 'managing', 'the', 'flow', 'of', 'fibers', 'to', 'various', 'machines', '.', 'This', 'device', 'draws', 'fibers', 'from', 'a', 'conical', 'box', 'and', 'delivers', 'them', 'in', 'a', 'regulated', 'quantity', ',', 'ensuring', 'that', 'the', 'production', 'process', 'runs', 'smoothly', '.', 'The', 'efficiency', 'of', 'the', 'hopper', 'feed', 'significantly', 'impacts', 'the', 'overall', 'performance', 'of', 'machinery', 'such', 'as', 'carding', 'machines', 'and', 'spinning', 'frames', ',', 'where', 'consistent', 'fiber', 'supply', 'is', 'essential', '.'] | [[6, 7, 'Textile Machinery']] |
['The', 'jacquard', 'loom', 'revolutionized', 'textile', 'production', 'in', 'the', '19th', 'century', '.', 'A', 'crucial', 'component', 'of', 'this', 'machine', 'is', 'the', 'hook', ',', 'which', 'is', 'the', 'vertical', 'wire', 'bent', 'over', 'at', 'both', 'ends', ',', 'the', 'bottom', 'end', 'to', 'hold', 'the', 'warp', 'neck', 'cords', ',', 'and', 'the', 'top', 'end', 'to', 'catch', 'into', 'the', 'lifting', 'griffe', 'bar', '.', 'This', 'design', 'allowed', 'for', 'complex', 'patterns', 'to', 'be', 'woven', 'with', 'ease', ',', 'making', 'the', 'jacquard', 'loom', 'a', 'vital', 'piece', 'of', 'textile', 'machinery', '.'] | [[1, 2, 'Textile Machinery'], [19, 19, 'Textile Machinery']] |
['In', 'a', 'traditional', 'flax', 'processing', 'facility', ',', 'the', 'hackling', 'machine', 'plays', 'a', 'crucial', 'role', 'in', 'preparing', 'the', 'fibers', 'for', 'spinning', '.', 'The', 'holder', 'is', 'an', 'essential', 'component', 'of', 'the', 'hackling', 'machine', ',', 'designed', 'to', 'hold', 'stricks', 'of', 'flax', 'securely', 'while', 'they', 'are', 'combed', 'by', 'the', 'hackling', 'bars', '.', 'This', 'ensures', 'that', 'the', 'fibers', 'are', 'properly', 'aligned', 'and', 'separated', ',', 'enhancing', 'the', 'quality', 'of', 'the', 'final', 'product', '.', 'Additionally', ',', 'in', 'the', 'silk', 'dressing', 'machine', ',', 'the', 'holder', 'serves', 'as', 'the', 'clasps', 'that', 'maintain', 'the', 'tension', 'and', 'position', 'of', 'the', 'silk', 'threads', 'during', 'the', 'dressing', 'process', '.'] | [[8, 9, 'Textile Machinery'], [22, 22, 'Textile Machinery'], [45, 46, 'Textile Machinery'], [71, 73, 'Textile Machinery']] |
['In', 'the', 'textile', 'manufacturing', 'process', ',', 'the', 'hopper', 'feed', 'plays', 'a', 'crucial', 'role', 'by', 'ensuring', 'that', 'fibers', 'are', 'supplied', 'to', 'various', 'machines', 'in', 'a', 'controlled', 'manner', '.', 'This', 'device', 'operates', 'by', 'drawing', 'fibers', 'from', 'a', 'conical', 'box', ',', 'which', 'helps', 'maintain', 'consistent', 'flow', 'and', 'quality', 'of', 'the', 'material', 'being', 'processed', '.', 'The', 'efficiency', 'of', 'the', 'production', 'line', 'greatly', 'depends', 'on', 'the', 'proper', 'functioning', 'of', 'the', 'hopper', 'feed', ',', 'making', 'it', 'an', 'essential', 'component', 'in', 'modern', 'textile', 'machinery', '.'] | [[7, 8, 'Textile Machinery']] |