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        ]
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          "retro 70s towel texture set"
        ]
      },
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        ]
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          "silver metallic shoes",
          "block heel platform pumps"
        ]
      },
      {
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        ],
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          "bandana headscarf",
          "vibrant track pants",
          "leather hiking boots with sporty layers"
        ]
      },
      {
        "candidate_name": "Sculptural Silver Hardware & Metal Details",
        "trend_type": "accessory",
        "visual_axis": "accessory",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
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        ],
        "visual_cues": [
          "large metal cuff bracelet",
          "silver hardware accent on backless dress",
          "organic metal hardware on swimwear"
        ]
      },
      {
        "candidate_name": "Eclectic Multicolored Madras Plaid",
        "trend_type": "outfit",
        "visual_axis": "garment_type",
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        "visual_cues": [
          "Rainbow Madras Check fabric",
          "multicolor plaid dress",
          "plaid top with denim accents"
        ]
      },
      {
        "candidate_name": "Faux Suede & Plush Trim Outerwear",
        "trend_type": "outfit",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "163059:1",
          "163059:2",
          "163059:4",
          "163082:1"
        ],
        "visual_cues": [
          "faux suede set",
          "faux fur trim collar",
          "tan suede jacket and skirt co-ord"
        ]
      },
      {
        "candidate_name": "Tactile Striped Resort Knitwear",
        "trend_type": "outfit",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "162971:1",
          "163036:1",
          "163377:1",
          "163406:1",
          "163181:1"
        ],
        "visual_cues": [
          "striped crochet set",
          "multi-colored ribbed stripe dress",
          "grey and white striped lounge co-ord"
        ]
      },
      {
        "candidate_name": "Gingham & Checkered Summer Mini Dresses",
        "trend_type": "outfit",
        "visual_axis": "garment_type",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "163434:1",
          "163111:1",
          "163408:1",
          "163437:1"
        ],
        "visual_cues": [
          "burgundy gingham set",
          "neutral check mini dress",
          "gingham button-down shirt"
        ]
      }
    ],
    "ai_candidate_trend_count": 12,
    "ai_validated_trend_count_before_filter": 12,
    "accepted_trend_count": 12,
    "rejected_trend_count": 0,
    "rejected_trends": []
  },
  "accepted_trend_audit": [
    {
      "trend_number": 1,
      "trend_name": "Rich Chocolate Monochromatic Styling",
      "blog_title": "Rich Chocolate Monochromatic Ensembles",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 92.0,
      "matching_image_count": 8,
      "matching_parent_post_count": 8,
      "visual_similarity_reason": "Cohesive use of rich chocolate brown across monochromatic separates, matching co-ords, and structured outerwear.",
      "description": "Deep chocolate and cacao brown hues dominate complete head-to-toe outfits, spanning tailored suiting, fuzzy cardigans, leather midi skirts, and sleek satin sets.",
      "keywords": [
        "chocolate brown",
        "monochromatic brown",
        "cacao tones",
        "matching brown set"
      ],
      "post_ids": [
        162488,
        162481,
        162919,
        163365,
        163373,
        162831,
        162989,
        163001
      ],
      "media_refs": [
        "162488:1",
        "162481:1",
        "162919:6",
        "163365:1",
        "163373:1",
        "162831:1",
        "162989:1",
        "163001:1"
      ],
      "qualification_reason": "Accepted with 8 matching images across 8 parent posts at 92.0% confidence. Cohesive use of rich chocolate brown across monochromatic separates, matching co-ords, and structured outerwear."
    },
    {
      "trend_number": 2,
      "trend_name": "Retro Polka Dot Motifs",
      "blog_title": "The Revival of Retro Polka Dots",
      "trend_type": "outfit",
      "signal_strength": "strong",
      "confidence_percent": 90.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 7,
      "visual_similarity_reason": "Repeated spot and polka dot print patterns on satin and mesh fabrics styled into modern feminine silhouettes.",
      "description": "Timeless polka dots make a bold statement in rich earthy chocolate brown, fiery red, and subtle mesh sets, applied to flowing dresses and silk co-ords.",
      "keywords": [
        "polka dot dress",
        "spot print",
        "retro pattern",
        "brown polka dot"
      ],
      "post_ids": [
        162763,
        162765,
        162768,
        162769,
        162773,
        162974,
        163060
      ],
      "media_refs": [
        "162763:1",
        "162765:1",
        "162768:1",
        "162769:1",
        "162773:1",
        "162974:1",
        "163060:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 7 parent posts at 90.0% confidence. Repeated spot and polka dot print patterns on satin and mesh fabrics styled into modern feminine silhouettes."
    },
    {
      "trend_number": 3,
      "trend_name": "Olive Green Draped Elegance",
      "blog_title": "Earthy Olive Green Draped Silhouettes",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 88.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Consistent earth-tone olive green palette paired with fluid, draped fabric techniques and open back details.",
      "description": "Sophisticated olive and sage green shades are rendered in liquid jersey halter gowns, backless slip silhouettes, and sculptural resort swimwear.",
      "keywords": [
        "olive green gown",
        "draped silhouette",
        "sage green dress",
        "earth tone resortwear"
      ],
      "post_ids": [
        162919,
        162920,
        162925,
        163211
      ],
      "media_refs": [
        "162919:1",
        "162919:10",
        "162920:1",
        "162920:4",
        "162925:1",
        "163211:1",
        "163211:3"
      ],
      "qualification_reason": "Accepted with 7 matching images across 4 parent posts at 88.0% confidence. Consistent earth-tone olive green palette paired with fluid, draped fabric techniques and open back details."
    },
    {
      "trend_number": 4,
      "trend_name": "Burgundy and Wine Tone Tailoring",
      "blog_title": "Moody Burgundy & Wine Palette Tailoring",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 89.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 6,
      "visual_similarity_reason": "Unified deep red and burgundy color story across structured denim, vinyl jackets, and fluid evening sets.",
      "description": "Rich burgundy, wine, and maroon hues deliver a dramatic finish across patent outerwear, contrast-stitched denim sets, balloon-sleeve chiffon dresses, and tailored separates.",
      "keywords": [
        "burgundy denim",
        "maroon set",
        "wine tone jacket",
        "deep red dress"
      ],
      "post_ids": [
        163081,
        163131,
        163434,
        163000,
        163375,
        163436
      ],
      "media_refs": [
        "163081:1",
        "163131:1",
        "163131:2",
        "163434:1",
        "163000:1",
        "163375:1",
        "163436:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 6 parent posts at 89.0% confidence. Unified deep red and burgundy color story across structured denim, vinyl jackets, and fluid evening sets."
    },
    {
      "trend_number": 5,
      "trend_name": "Layered Sheer Mesh & Lace Tops",
      "blog_title": "Delicate Sheer Mesh & Lace Layering",
      "trend_type": "styling_formula",
      "signal_strength": "medium",
      "confidence_percent": 87.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Repeated use of sheer, transparent lace and mesh fabrics designed specifically for tactile street-style layering.",
      "description": "Translucent long-sleeve mesh, sheer lace blouses, and organza tees layer effortlessly over bralettes or under utility jackets for subtle visual depth.",
      "keywords": [
        "sheer mesh top",
        "lace blouse",
        "organza tee",
        "layering formula"
      ],
      "post_ids": [
        162881,
        163247,
        162882,
        163109,
        163061
      ],
      "media_refs": [
        "162881:1",
        "163247:1",
        "163247:3",
        "162882:1",
        "162882:2",
        "163109:1",
        "163061:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 5 parent posts at 87.0% confidence. Repeated use of sheer, transparent lace and mesh fabrics designed specifically for tactile street-style layering."
    },
    {
      "trend_number": 6,
      "trend_name": "Dramatic Backless & Open-Back Silhouettes",
      "blog_title": "Sleek Fronts & Dramatic Open Backs",
      "trend_type": "outfit",
      "signal_strength": "strong",
      "confidence_percent": 91.0,
      "matching_image_count": 8,
      "matching_parent_post_count": 7,
      "visual_similarity_reason": "Distinct back-view framing showing dramatic cutouts, low backs, and backless silhouettes on sleek garments.",
      "description": "Minimalist front coverage is paired with striking low open backs, backless cutouts, and delicate strap accents across maxi dresses, crisp button-downs, and gowns.",
      "keywords": [
        "backless dress",
        "open back top",
        "dramatic cutout",
        "evening gown silhouette"
      ],
      "post_ids": [
        162919,
        162920,
        162804,
        163010,
        162925,
        162796,
        162821
      ],
      "media_refs": [
        "162919:3",
        "162920:2",
        "162920:7",
        "162804:1",
        "163010:2",
        "162925:1",
        "162796:1",
        "162821:1"
      ],
      "qualification_reason": "Accepted with 8 matching images across 7 parent posts at 91.0% confidence. Distinct back-view framing showing dramatic cutouts, low backs, and backless silhouettes on sleek garments."
    },
    {
      "trend_number": 7,
      "trend_name": "Statement Mary Jane & Block Heels",
      "blog_title": "Chunky Platform Mary Janes & Block Heels",
      "trend_type": "accessory",
      "signal_strength": "medium",
      "confidence_percent": 86.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Distinct multi-strap Mary Jane silhouette paired with chunky block heels and eye-catching materials.",
      "description": "Bold Mary Jane pumps featuring chunky block heels, multi-strap designs, high-shine silver metallics, teal finishes, and leopard prints steal the footwear spotlight.",
      "keywords": [
        "mary jane heels",
        "block heel pumps",
        "leopard heels",
        "metallic shoes"
      ],
      "post_ids": [
        163092,
        163093,
        163095,
        163096,
        163097
      ],
      "media_refs": [
        "163092:1",
        "163093:1",
        "163095:1",
        "163096:1",
        "163097:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 86.0% confidence. Distinct multi-strap Mary Jane silhouette paired with chunky block heels and eye-catching materials."
    },
    {
      "trend_number": 8,
      "trend_name": "Sculptural Silver Hardware & Metal Details",
      "blog_title": "Sculptural Silver Cuffs & Metallic Hardware",
      "trend_type": "accessory",
      "signal_strength": "medium",
      "confidence_percent": 85.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Repeated inclusion of heavy, organic silver metal hardware attached directly to garments or worn as oversized cuffs.",
      "description": "Industrial and organic silver accents emerge through large wrist cuffs, metallic back fixtures, liquid-metal swimsuit rings, and sculptural O-ring closures.",
      "keywords": [
        "silver cuff",
        "metal hardware",
        "o-ring detail",
        "sculptural jewelry"
      ],
      "post_ids": [
        162919,
        162920,
        162921,
        163211
      ],
      "media_refs": [
        "162919:3",
        "162919:8",
        "162920:3",
        "162920:7",
        "162921:2",
        "163211:1",
        "163211:4"
      ],
      "qualification_reason": "Accepted with 7 matching images across 4 parent posts at 85.0% confidence. Repeated inclusion of heavy, organic silver metal hardware attached directly to garments or worn as oversized cuffs."
    },
    {
      "trend_number": 9,
      "trend_name": "Eclectic Multicolored Madras Plaid",
      "blog_title": "Vibrant Rainbow Madras Plaid & Denim Mixes",
      "trend_type": "outfit",
      "signal_strength": "medium",
      "confidence_percent": 88.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 6,
      "visual_similarity_reason": "High-saturation multicolored plaid check patterns combined with casual denim paneling and retro cuts.",
      "description": "Bright, multicolored madras plaid dresses and two-piece sets feature nostalgic 70s check patterns, contrasting denim paneling, and relaxed smock silhouettes.",
      "keywords": [
        "madras plaid",
        "rainbow check",
        "plaid dress",
        "denim paneling"
      ],
      "post_ids": [
        162775,
        162776,
        162777,
        162778,
        163435,
        163437
      ],
      "media_refs": [
        "162775:1",
        "162775:2",
        "162776:1",
        "162777:1",
        "162778:1",
        "163435:1",
        "163437:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 6 parent posts at 88.0% confidence. High-saturation multicolored plaid check patterns combined with casual denim paneling and retro cuts."
    },
    {
      "trend_number": 10,
      "trend_name": "Faux Suede & Plush Trim Outerwear",
      "blog_title": "Faux Suede Outerwear with Plush Trim",
      "trend_type": "outfit",
      "signal_strength": "medium",
      "confidence_percent": 84.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Tan and camel faux suede textures paired with contrast fluffy fur or shearling trim on coats and sets.",
      "description": "Warm camel and brown suede jackets and matching skirt co-ords are accented with cozy faux fur collars and cuffs for a 70s-meets-Y2K aesthetic.",
      "keywords": [
        "suede jacket",
        "faux fur collar",
        "tan suede set",
        "plush trim outerwear"
      ],
      "post_ids": [
        163059,
        163082,
        162954,
        163199
      ],
      "media_refs": [
        "163059:1",
        "163059:2",
        "163082:1",
        "162954:1",
        "163199:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 4 parent posts at 84.0% confidence. Tan and camel faux suede textures paired with contrast fluffy fur or shearling trim on coats and sets."
    },
    {
      "trend_number": 11,
      "trend_name": "Tactile Striped Resort Knitwear",
      "blog_title": "Textured Striped Knitwear for Resort Leisure",
      "trend_type": "outfit",
      "signal_strength": "strong",
      "confidence_percent": 89.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 6,
      "visual_similarity_reason": "Rhythmic horizontal stripe patterns in ribbed, crochet, or jersey textures across loungewear and resort co-ords.",
      "description": "Tactile knitwear featuring nautical blue, rainbow, and grey horizontal stripes forms matching lounge shorts sets, ribbed midi dresses, and striped swimwear.",
      "keywords": [
        "striped crochet set",
        "rainbow ribbed dress",
        "nautical stripes",
        "resort knitwear"
      ],
      "post_ids": [
        162971,
        163036,
        163377,
        163406,
        163181,
        163177
      ],
      "media_refs": [
        "162971:1",
        "163036:1",
        "163036:2",
        "163377:1",
        "163406:1",
        "163181:1",
        "163177:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 6 parent posts at 89.0% confidence. Rhythmic horizontal stripe patterns in ribbed, crochet, or jersey textures across loungewear and resort co-ords."
    },
    {
      "trend_number": 12,
      "trend_name": "Gingham & Checkered Summer Apparel",
      "blog_title": "Gingham & Checkered Summer Essentials",
      "trend_type": "outfit",
      "signal_strength": "medium",
      "confidence_percent": 86.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Classic gingham grid patterns featured across lightweight linen mini dresses, shirts, and casual pants.",
      "description": "Charming gingham prints in neutral check and burgundy configurations bring a relaxed, cottagecore feel to swing mini dresses, linen button-downs, and wide-leg trousers.",
      "keywords": [
        "gingham mini dress",
        "burgundy check",
        "checkered top",
        "linen gingham set"
      ],
      "post_ids": [
        163111,
        163408,
        163437,
        163434,
        163436
      ],
      "media_refs": [
        "163111:1",
        "163408:1",
        "163437:1",
        "163434:1",
        "163436:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 86.0% confidence. Classic gingham grid patterns featured across lightweight linen mini dresses, shirts, and casual pants."
    }
  ],
  "report_payload": {
    "reasoning_scratchpad": "Candidate clusters were evaluated against the raw image data and strictly filtered according to multi-post and multi-author evidence requirements. Trends supported across at least three parent posts were expanded into final trend clusters spanning rich chocolate tones, retro polka dots, dramatic backless cuts, sheer layering, and textural knits. Single-post candidates like terrycloth and gorpcore headscarf styling were excluded due to insufficient parent post diversity.",
    "content_ideas": [
      {
        "blog_title": "Rich Chocolate Monochromatic Ensembles",
        "trend_name": "Rich Chocolate Monochromatic Styling",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new trend observed as deep chocolate brown replaces traditional neutrals across tailored and knitted sets.",
        "description": "Deep chocolate and cacao brown hues dominate complete head-to-toe outfits, spanning tailored suiting, fuzzy cardigans, leather midi skirts, and sleek satin sets.",
        "visual_similarity_reason": "Cohesive use of rich chocolate brown across monochromatic separates, matching co-ords, and structured outerwear.",
        "instagram_caption": "Step aside traditional black\u2014deep chocolate brown is taking over as the ultimate luxe neutral. \ud83e\udd0e From fuzzy knits to sleek leather skirts, embrace head-to-toe cacao tones this season.\n\n#ChocolateBrown #MonochromeStyling #LuxeNeutrals #WinterStyleInspo",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "chocolate brown",
          "monochromatic brown",
          "cacao tones",
          "matching brown set"
        ],
        "example_media_refs": [
          "162488:1",
          "162481:1",
          "162919:6",
          "163365:1",
          "163373:1",
          "162831:1",
          "162989:1",
          "163001:1"
        ],
        "example_post_ids": [
          162488,
          162481,
          162919,
          163365,
          163373,
          162831,
          162989,
          163001
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 8,
        "matching_author_count": 6
      },
      {
        "blog_title": "The Revival of Retro Polka Dots",
        "trend_name": "Retro Polka Dot Motifs",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new pattern trend displaying classic polka dot prints across satin midi dresses and loungewear co-ords.",
        "description": "Timeless polka dots make a bold statement in rich earthy chocolate brown, fiery red, and subtle mesh sets, applied to flowing dresses and silk co-ords.",
        "visual_similarity_reason": "Repeated spot and polka dot print patterns on satin and mesh fabrics styled into modern feminine silhouettes.",
        "instagram_caption": "Polka dots are back and bolder than ever! \u2728 Whether in warm chocolate brown or fiery red, spot prints bring instant vintage glamour to contemporary silhouettes.\n\n#PolkaDots #RetroChic #SpotPrint #DressingUp #StatementPrint",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "polka dot dress",
          "spot print",
          "retro pattern",
          "brown polka dot"
        ],
        "example_media_refs": [
          "162763:1",
          "162765:1",
          "162768:1",
          "162769:1",
          "162773:1",
          "162974:1",
          "163060:1"
        ],
        "example_post_ids": [
          162763,
          162765,
          162768,
          162769,
          162773,
          162974,
          163060
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 7,
        "matching_author_count": 3
      },
      {
        "blog_title": "Earthy Olive Green Draped Silhouettes",
        "trend_name": "Olive Green Draped Elegance",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new resort color trend elevating muted olive and sage greens with draped, backless, and asymmetrical cuts.",
        "description": "Sophisticated olive and sage green shades are rendered in liquid jersey halter gowns, backless slip silhouettes, and sculptural resort swimwear.",
        "visual_similarity_reason": "Consistent earth-tone olive green palette paired with fluid, draped fabric techniques and open back details.",
        "instagram_caption": "Elevate your palette with earthy olive green. \ud83c\udf3f From fluid draped evening gowns to sleek asymmetric swimwear, this tone bridges understated utility and effortless luxury.\n\n#OliveGreen #Resortwear #DrapedDress #EarthTones #EveningElegance",
        "trend_signal_strength": "strong",
        "confidence_score": 0.88,
        "keywords": [
          "olive green gown",
          "draped silhouette",
          "sage green dress",
          "earth tone resortwear"
        ],
        "example_media_refs": [
          "162919:1",
          "162919:10",
          "162920:1",
          "162920:4",
          "162925:1",
          "163211:1",
          "163211:3"
        ],
        "example_post_ids": [
          162919,
          162920,
          162925,
          163211
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 4,
        "matching_author_count": 2
      },
      {
        "blog_title": "Moody Burgundy & Wine Palette Tailoring",
        "trend_name": "Burgundy and Wine Tone Tailoring",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new rich color story focused on deep burgundy, maroon, and wine hues across outerwear, denim, and co-ords.",
        "description": "Rich burgundy, wine, and maroon hues deliver a dramatic finish across patent outerwear, contrast-stitched denim sets, balloon-sleeve chiffon dresses, and tailored separates.",
        "visual_similarity_reason": "Unified deep red and burgundy color story across structured denim, vinyl jackets, and fluid evening sets.",
        "instagram_caption": "Rich burgundy and wine tones bring an instant touch of mystery and modern sophistication. \u2764\ufe0f Off-set deep maroon denim with sleek tailoring for a polished mood.\n\n#BurgundyTrend #WineTones #ColorBlocking #ModernTailoring #MoodyPalette",
        "trend_signal_strength": "strong",
        "confidence_score": 0.89,
        "keywords": [
          "burgundy denim",
          "maroon set",
          "wine tone jacket",
          "deep red dress"
        ],
        "example_media_refs": [
          "163081:1",
          "163131:1",
          "163131:2",
          "163434:1",
          "163000:1",
          "163375:1",
          "163436:1"
        ],
        "example_post_ids": [
          163081,
          163131,
          163434,
          163000,
          163375,
          163436
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 5
      },
      {
        "blog_title": "Delicate Sheer Mesh & Lace Layering",
        "trend_name": "Layered Sheer Mesh & Lace Tops",
        "trend_type": "styling_formula",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new layering technique relying on translucent mesh, delicate lace, and silk organza tops worn over crop bases.",
        "description": "Translucent long-sleeve mesh, sheer lace blouses, and organza tees layer effortlessly over bralettes or under utility jackets for subtle visual depth.",
        "visual_similarity_reason": "Repeated use of sheer, transparent lace and mesh fabrics designed specifically for tactile street-style layering.",
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      ],
      "full_source_prompt_character_count": 163221,
      "source_prompt_character_count": 163221,
      "prompt_character_count": 163221,
      "prompt_character_limit": 300000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 167380,
      "validation_prompt_character_count": 177420,
      "candidate_reasoning_scratchpad": "The current dataset reveals a strong push toward tactile layering, warm earth-toned monochrome, and playful pattern revival. Key emerging visual axes include rich chocolate and burgundy hues across tailored and knitted silhouettes, alongside nostalgic 70s and Y2K influences like polka dots, terry cloth sets, and statement Mary Jane footwear. Resort-ready elements like open-back draping and sculptural metal hardware details also feature heavily, showing a blend of elevated eveningwear and effortless leisure.",
      "validation_reasoning_scratchpad": "Candidate clusters were evaluated against the raw image data and strictly filtered according to multi-post and multi-author evidence requirements. Trends supported across at least three parent posts were expanded into final trend clusters spanning rich chocolate tones, retro polka dots, dramatic backless cuts, sheer layering, and textural knits. Single-post candidates like terrycloth and gorpcore headscarf styling were excluded due to insufficient parent post diversity.",
      "ai_discovered_candidate_count": 15,
      "candidate_trends": [
        {
          "candidate_name": "Rich Chocolate Monochromatic Styling",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 8,
          "seed_media_refs": [
            "162488:1",
            "162481:1",
            "162919:6",
            "163365:1",
            "163373:1",
            "162769:1",
            "162831:1",
            "162989:1"
          ],
          "visual_cues": [
            "chocolate brown monochrome",
            "rich brown tailoring and outerwear",
            "matching brown sets and dresses"
          ]
        },
        {
          "candidate_name": "Retro Polka Dot Motifs",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "162763:1",
            "162765:1",
            "162768:1",
            "162769:1",
            "162773:1",
            "162974:1"
          ],
          "visual_cues": [
            "polka dot print dresses",
            "chocolate and red polka dot patterns",
            "vintage-inspired spot print co-ords"
          ]
        },
        {
          "candidate_name": "Olive Green Draped Elegance",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162919:1",
            "162919:10",
            "162920:1",
            "162925:1",
            "163211:1"
          ],
          "visual_cues": [
            "draped olive green gown",
            "earthy green halter neck dress",
            "sage backless silhouette"
          ]
        },
        {
          "candidate_name": "Burgundy and Wine Tone Tailoring",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163081:1",
            "163131:1",
            "163434:1",
            "163000:1",
            "163375:1"
          ],
          "visual_cues": [
            "deep burgundy denim set",
            "maroon color palette",
            "burgundy patent or chiffon pieces"
          ]
        },
        {
          "candidate_name": "Layered Sheer Mesh & Lace Tops",
          "trend_type": "styling_formula",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162881:1",
            "163247:1",
            "162882:1",
            "163109:1",
            "163061:1"
          ],
          "visual_cues": [
            "sheer mesh long sleeve top",
            "translucent lace top",
            "organza layering tee"
          ]
        },
        {
          "candidate_name": "Dramatic Backless & Open-Back Silhouettes",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "162919:3",
            "162920:2",
            "162804:1",
            "163010:2",
            "162925:1",
            "162796:1"
          ],
          "visual_cues": [
            "open back design",
            "backless gown silhouette",
            "unexpected open back top"
          ]
        },
        {
          "candidate_name": "Retro 70s Terry Cloth Resortwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "162907:1",
            "162907:2",
            "162907:4",
            "162907:5"
          ],
          "visual_cues": [
            "terry cloth coverup",
            "red/orange terry fabric",
            "retro 70s towel texture set"
          ]
        },
        {
          "candidate_name": "Tailored Linen Vests & Waistcoats",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "162894:1",
            "162895:1",
            "162812:1"
          ],
          "visual_cues": [
            "plaid waistcoat",
            "linen vest over dress",
            "tailored button-down vest"
          ]
        },
        {
          "candidate_name": "Statement Mary Jane & Block Heels",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163092:1",
            "163093:1",
            "163095:1",
            "163096:1",
            "163097:1"
          ],
          "visual_cues": [
            "leopard print Mary Janes",
            "silver metallic shoes",
            "block heel platform pumps"
          ]
        },
        {
          "candidate_name": "Gorpcore Hiking & Outdoor Headscarf Styling",
          "trend_type": "styling_formula",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163310:1",
            "163310:3",
            "163310:5",
            "163310:9"
          ],
          "visual_cues": [
            "bandana headscarf",
            "vibrant track pants",
            "leather hiking boots with sporty layers"
          ]
        },
        {
          "candidate_name": "Sculptural Silver Hardware & Metal Details",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162919:3",
            "162920:3",
            "162920:8",
            "162921:2",
            "163211:1"
          ],
          "visual_cues": [
            "large metal cuff bracelet",
            "silver hardware accent on backless dress",
            "organic metal hardware on swimwear"
          ]
        },
        {
          "candidate_name": "Eclectic Multicolored Madras Plaid",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162775:1",
            "162775:2",
            "162776:1",
            "162777:1",
            "162778:1"
          ],
          "visual_cues": [
            "Rainbow Madras Check fabric",
            "multicolor plaid dress",
            "plaid top with denim accents"
          ]
        },
        {
          "candidate_name": "Faux Suede & Plush Trim Outerwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163059:1",
            "163059:2",
            "163059:4",
            "163082:1"
          ],
          "visual_cues": [
            "faux suede set",
            "faux fur trim collar",
            "tan suede jacket and skirt co-ord"
          ]
        },
        {
          "candidate_name": "Tactile Striped Resort Knitwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162971:1",
            "163036:1",
            "163377:1",
            "163406:1",
            "163181:1"
          ],
          "visual_cues": [
            "striped crochet set",
            "multi-colored ribbed stripe dress",
            "grey and white striped lounge co-ord"
          ]
        },
        {
          "candidate_name": "Gingham & Checkered Summer Mini Dresses",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163434:1",
            "163111:1",
            "163408:1",
            "163437:1"
          ],
          "visual_cues": [
            "burgundy gingham set",
            "neutral check mini dress",
            "gingham button-down shirt"
          ]
        }
      ],
      "ai_candidate_trend_count": 12,
      "ai_validated_trend_count_before_filter": 12,
      "accepted_trend_count": 12,
      "rejected_trend_count": 0,
      "rejected_trends": []
    }
  }
}