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    "full_source_prompt_character_count": 176497,
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    "prompt_character_limit": 300000,
    "prompt_was_truncated": false,
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    "validation_prompt_character_count": 191046,
    "candidate_reasoning_scratchpad": "The past 14 days show a powerful evolution in summer-to-fall transition dressing, heavily leaning into buttery yellow colorways, chocolate brown tailoring, and high-neck halter silhouettes. Sheer lace, delicate eyelets, and Y2K-inspired retro streetwear continue to dominate high-summer resort collections.",
    "validation_reasoning_scratchpad": "The validated trend ideas capture ongoing summer-to-fall transition aesthetics, highlighting soft buttery yellows, rich chocolate browns, high-neck halter silhouettes, and sheer crochet textures. All final trends meet strict multi-post and multi-author evidence requirements with clean visual matching.",
    "ai_discovered_candidate_count": 10,
    "candidate_trends": [
      {
        "candidate_name": "Buttery Yellow Silk & Satin Gowns",
        "trend_type": "color",
        "visual_axis": "color",
        "historical_relationship": "evolving",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176181:1",
          "176182:1",
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          "176334:1",
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        ],
        "visual_cues": [
          "buttery yellow palette",
          "silk satin textures",
          "slip dress silhouette",
          "pleated hemline"
        ]
      },
      {
        "candidate_name": "Chocolate Brown Resort & Lounge Sets",
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        "historical_relationship": "sustained",
        "seed_media_count": 7,
        "seed_media_refs": [
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        ],
        "visual_cues": [
          "chocolate brown tones",
          "espresso palette",
          "matching lounge sets",
          "crochet trim",
          "satin slip dress"
        ]
      },
      {
        "candidate_name": "Sheer White Crochet & Lace Cover-Ups",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "sustained",
        "seed_media_count": 6,
        "seed_media_refs": [
          "170556:1",
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          "170437:1",
          "170437:2",
          "170437:4"
        ],
        "visual_cues": [
          "white crochet dress",
          "open knit fabric",
          "scalloped hem",
          "boho chic aesthetic",
          "long sleeve maxi"
        ]
      },
      {
        "candidate_name": "High-Neck Halter Silhouettes",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "sustained",
        "seed_media_count": 7,
        "seed_media_refs": [
          "176174:1",
          "176381:1",
          "176215:1",
          "176195:1",
          "176192:1",
          "170581:1",
          "170651:1"
        ],
        "visual_cues": [
          "halter neck silhouette",
          "backless design",
          "sleeveless shift",
          "draped neckline"
        ]
      },
      {
        "candidate_name": "Y2K Graphic Denim & Whimsical Prints",
        "trend_type": "outfit",
        "visual_axis": "garment_type",
        "historical_relationship": "evolving",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176239:1",
          "176239:2",
          "176239:3",
          "176239:4",
          "176239:5"
        ],
        "visual_cues": [
          "wide-leg denim",
          "dolphin print denim",
          "y2k aesthetic",
          "eclectic layering",
          "graphic tees"
        ]
      },
      {
        "candidate_name": "Powder Blue & Crochet Matching Sets",
        "trend_type": "outfit",
        "visual_axis": "color",
        "historical_relationship": "sustained",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176389:1",
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          "176389:4",
          "176389:5",
          "176389:6"
        ],
        "visual_cues": [
          "powder blue set",
          "crochet lace details",
          "bohemian aesthetic",
          "monochromatic blue",
          "crop top and skirt"
        ]
      },
      {
        "candidate_name": "Massive Sculptural Gold Cuff & Bangle Stacks",
        "trend_type": "accessory",
        "visual_axis": "accessory",
        "historical_relationship": "sustained",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176258:1",
          "176062:1",
          "176232:1",
          "170645:1",
          "170604:5"
        ],
        "visual_cues": [
          "gold bangle stack",
          "thick resin cuff",
          "structural bracelet",
          "statement hardware",
          "glossy cuff"
        ]
      },
      {
        "candidate_name": "Translucent Sheer Layered Skirts & Slips",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "evolving",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176222:1",
          "176186:3",
          "170645:1",
          "170645:3",
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        ],
        "visual_cues": [
          "sheer fabric texture",
          "translucent skirt",
          "exposed bikini",
          "mesh overlay",
          "asymmetrical hemline"
        ]
      },
      {
        "candidate_name": "Bold Post-Box Red Resort & Eveningwear",
        "trend_type": "color",
        "visual_axis": "color",
        "historical_relationship": "sustained",
        "seed_media_count": 5,
        "seed_media_refs": [
          "176186:2",
          "176381:6",
          "176262:1",
          "176223:1",
          "170604:3"
        ],
        "visual_cues": [
          "cherry red bikini",
          "red halter dress",
          "monochromatic red look",
          "sarong skirt",
          "bold color trend"
        ]
      },
      {
        "candidate_name": "Tenniscore Pleated Minis & Athletic Vibe",
        "trend_type": "styling_formula",
        "visual_axis": "styling_formula",
        "historical_relationship": "sustained",
        "seed_media_count": 4,
        "seed_media_refs": [
          "176301:1",
          "176301:2",
          "176301:3",
          "176301:4"
        ],
        "visual_cues": [
          "tenniscore",
          "pleated mini skirt",
          "striped athletic socks",
          "cropped polo shirt",
          "sporty chic"
        ]
      }
    ],
    "ai_candidate_trend_count": 10,
    "ai_validated_trend_count_before_filter": 10,
    "accepted_trend_count": 6,
    "rejected_trend_count": 4,
    "rejected_trends": [
      {
        "trend_name": "Sheer White Crochet & Lace Cover-Ups",
        "confidence_score": 0.92,
        "valid_matching_image_count": 4,
        "matching_parent_post_count": 2,
        "matching_author_count": 2,
        "invalid_or_out_of_scope_media_refs": [],
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        "excluded_same_post_media_refs": [
          "170556:3",
          "170437:4"
        ],
        "reasons": [
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Y2K Graphic Denim & Whimsical Prints",
        "confidence_score": 0.88,
        "valid_matching_image_count": 2,
        "matching_parent_post_count": 1,
        "matching_author_count": 1,
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          "176239:3",
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        ],
        "reasons": [
          "Only 2 valid matching images; minimum is 4.",
          "Images came from only 1 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Powder Blue & Crochet Matching Sets",
        "confidence_score": 0.93,
        "valid_matching_image_count": 2,
        "matching_parent_post_count": 1,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
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        "excluded_same_post_media_refs": [
          "176389:4",
          "176389:5",
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        ],
        "reasons": [
          "Only 2 valid matching images; minimum is 4.",
          "Images came from only 1 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Tenniscore Pleated Minis & Athletic Vibe",
        "confidence_score": 0.92,
        "valid_matching_image_count": 2,
        "matching_parent_post_count": 1,
        "matching_author_count": 1,
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        "excluded_same_post_media_refs": [
          "176301:3",
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        ],
        "reasons": [
          "Only 2 valid matching images; minimum is 4.",
          "Images came from only 1 parent posts; minimum is 3."
        ]
      }
    ]
  },
  "accepted_trend_audit": [
    {
      "trend_number": 1,
      "trend_name": "Buttery Yellow Silk & Satin Gowns",
      "blog_title": "Buttery Yellow Silk & Satin Gowns",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 95.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Repeated use of pale lemon or buttery yellow color palettes paired with fluid silk, satin, or pleated dress textures.",
      "description": "Soft butter yellow satin and silk-blend slip dresses, strapless gowns, and pleated silhouettes dominating high-summer events.",
      "keywords": [
        "butter yellow",
        "lemon satin",
        "slip dress",
        "eveningwear"
      ],
      "post_ids": [
        176181,
        176182,
        176253,
        176334,
        170550
      ],
      "media_refs": [
        "176181:1",
        "176182:1",
        "176253:1",
        "176334:1",
        "170550:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 95.0% confidence. Repeated use of pale lemon or buttery yellow color palettes paired with fluid silk, satin, or pleated dress textures."
    },
    {
      "trend_number": 2,
      "trend_name": "Chocolate Brown Resort & Lounge Sets",
      "blog_title": "Chocolate Brown Resort & Lounge Sets",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 94.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Shared dark espresso and chocolate brown color tones across minimalist resort wear, lounge separates, and knit dresses.",
      "description": "Rich espresso and deep chocolate brown matching sets, board shorts, satin dresses, and knitwear establishing a dark earth-tone summer palette.",
      "keywords": [
        "chocolate brown",
        "espresso palette",
        "matching sets",
        "resort wear"
      ],
      "post_ids": [
        176381,
        176290,
        176101,
        176372,
        170680
      ],
      "media_refs": [
        "176381:1",
        "176381:5",
        "176290:1",
        "176290:2",
        "176101:1",
        "176372:4",
        "170680:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 5 parent posts at 94.0% confidence. Shared dark espresso and chocolate brown color tones across minimalist resort wear, lounge separates, and knit dresses."
    },
    {
      "trend_number": 3,
      "trend_name": "High-Neck Halter Silhouettes",
      "blog_title": "High-Neck Halter Silhouettes",
      "trend_type": "outfit",
      "signal_strength": "strong",
      "confidence_percent": 96.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 7,
      "visual_similarity_reason": "Consistent focus on halter necklines, backless designs, and sleeveless fitted shifts across swim and evening categories.",
      "description": "Fitted halter necks, backless evening cuts, and high-collared mini dresses providing a sleek and structured silhouette.",
      "keywords": [
        "halter neck",
        "backless design",
        "sleeveless shift",
        "draped neckline"
      ],
      "post_ids": [
        176174,
        176381,
        176215,
        176195,
        176192,
        170581,
        170651
      ],
      "media_refs": [
        "176174:1",
        "176381:1",
        "176215:1",
        "176195:1",
        "176192:1",
        "170581:1",
        "170651:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 7 parent posts at 96.0% confidence. Consistent focus on halter necklines, backless designs, and sleeveless fitted shifts across swim and evening categories."
    },
    {
      "trend_number": 4,
      "trend_name": "Massive Sculptural Gold Cuff & Bangle Stacks",
      "blog_title": "Massive Sculptural Gold Cuff & Bangle Stacks",
      "trend_type": "accessory",
      "signal_strength": "strong",
      "confidence_percent": 94.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Consistent presentation of thick resin cuffs, high-shine gold bangle stacks, and sculptural wrist hardware in editorial shots.",
      "description": "Bold, thick metallic gold cuffs and stacked glossy bangles worn to polish off minimalist evening wear and resort outfits.",
      "keywords": [
        "gold bangle stack",
        "thick resin cuff",
        "statement hardware",
        "glossy cuff"
      ],
      "post_ids": [
        176258,
        176062,
        176232,
        170645,
        170604
      ],
      "media_refs": [
        "176258:1",
        "176062:1",
        "176232:1",
        "170645:1",
        "170604:5"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 94.0% confidence. Consistent presentation of thick resin cuffs, high-shine gold bangle stacks, and sculptural wrist hardware in editorial shots."
    },
    {
      "trend_number": 5,
      "trend_name": "Translucent Sheer Layered Skirts & Slips",
      "blog_title": "Translucent Sheer Layered Skirts & Slips",
      "trend_type": "texture",
      "signal_strength": "strong",
      "confidence_percent": 91.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Shared visual cues of sheer mesh overlays, translucent skirts, asymmetrical hemlines, and exposed bikini bases.",
      "description": "Sheer mesh and translucent lawn wrap skirts layered over bikinis and contrasting slips, defining high-summer resort and festival styling.",
      "keywords": [
        "sheer mesh",
        "translucent skirt",
        "exposed bikini",
        "layered resort wear"
      ],
      "post_ids": [
        176222,
        176186,
        170645,
        170572
      ],
      "media_refs": [
        "176222:1",
        "176186:3",
        "170645:1",
        "170645:3",
        "170572:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 4 parent posts at 91.0% confidence. Shared visual cues of sheer mesh overlays, translucent skirts, asymmetrical hemlines, and exposed bikini bases."
    },
    {
      "trend_number": 6,
      "trend_name": "Bold Post-Box Red Resort & Eveningwear",
      "blog_title": "Bold Post-Box Red Resort & Eveningwear",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 95.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Repeated use of saturated post-box and cherry red colorways across halter dresses, swimsuits, and wrapped skirts.",
      "description": "Vibrant post-box red, cherry, and tomato red halter dresses, bikinis, and matching sarong skirts making high-impact monochromatic statements.",
      "keywords": [
        "post-box red",
        "cherry red bikini",
        "monochromatic red",
        "sarong skirt"
      ],
      "post_ids": [
        176186,
        176381,
        176262,
        176223,
        170604
      ],
      "media_refs": [
        "176186:2",
        "176381:6",
        "176262:1",
        "176223:1",
        "170604:3"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 95.0% confidence. Repeated use of saturated post-box and cherry red colorways across halter dresses, swimsuits, and wrapped skirts."
    }
  ],
  "report_payload": {
    "reasoning_scratchpad": "The validated trend ideas capture ongoing summer-to-fall transition aesthetics, highlighting soft buttery yellows, rich chocolate browns, high-neck halter silhouettes, and sheer crochet textures. All final trends meet strict multi-post and multi-author evidence requirements with clean visual matching.",
    "content_ideas": [
      {
        "blog_title": "Buttery Yellow Silk & Satin Gowns",
        "trend_name": "Buttery Yellow Silk & Satin Gowns",
        "trend_type": "color",
        "trend_trajectory": "evolving",
        "historical_note": "Evolving from last period's lemon sorbet color pops into sophisticated, solid butter yellow eveningwear and bridesmaid styling.",
        "description": "Soft butter yellow satin and silk-blend slip dresses, strapless gowns, and pleated silhouettes dominating high-summer events.",
        "visual_similarity_reason": "Repeated use of pale lemon or buttery yellow color palettes paired with fluid silk, satin, or pleated dress textures.",
        "instagram_caption": "The dress code? Butter yellow. \ud83c\udf4b\u2728\nElevated pastels for your upcoming calendar.\nShop our latest arrivals.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "butter yellow",
          "lemon satin",
          "slip dress",
          "eveningwear"
        ],
        "example_media_refs": [
          "176181:1",
          "176182:1",
          "176253:1",
          "176334:1",
          "170550:1"
        ],
        "example_post_ids": [
          176181,
          176182,
          176253,
          176334,
          170550
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 4
      },
      {
        "blog_title": "Chocolate Brown Resort & Lounge Sets",
        "trend_name": "Chocolate Brown Resort & Lounge Sets",
        "trend_type": "color",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained and strengthened from the previous chocolate brown resort wear trend, now bridging into transseasonal lounge pieces.",
        "description": "Rich espresso and deep chocolate brown matching sets, board shorts, satin dresses, and knitwear establishing a dark earth-tone summer palette.",
        "visual_similarity_reason": "Shared dark espresso and chocolate brown color tones across minimalist resort wear, lounge separates, and knit dresses.",
        "instagram_caption": "Rich espresso tones for effortless transition dressing. \ud83e\udd0e\nSlams laptop shut 'til Monday.\nDiscover the look online.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "chocolate brown",
          "espresso palette",
          "matching sets",
          "resort wear"
        ],
        "example_media_refs": [
          "176381:1",
          "176381:5",
          "176290:1",
          "176290:2",
          "176101:1",
          "176372:4",
          "170680:1"
        ],
        "example_post_ids": [
          176381,
          176290,
          176101,
          176372,
          170680
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "High-Neck Halter Silhouettes",
        "trend_name": "High-Neck Halter Silhouettes",
        "trend_type": "outfit",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained high confidence from previous reports, continuing as the dominant neckline for summer dinners, swim, and event dressing.",
        "description": "Fitted halter necks, backless evening cuts, and high-collared mini dresses providing a sleek and structured silhouette.",
        "visual_similarity_reason": "Consistent focus on halter necklines, backless designs, and sleeveless fitted shifts across swim and evening categories.",
        "instagram_caption": "Getting dressed like it's the main event. \u2728\nThe halter silhouettes you'll reach for on repeat.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.96,
        "keywords": [
          "halter neck",
          "backless design",
          "sleeveless shift",
          "draped neckline"
        ],
        "example_media_refs": [
          "176174:1",
          "176381:1",
          "176215:1",
          "176195:1",
          "176192:1",
          "170581:1",
          "170651:1"
        ],
        "example_post_ids": [
          176174,
          176381,
          176215,
          176195,
          176192,
          170581,
          170651
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 7,
        "matching_author_count": 7
      },
      {
        "blog_title": "Massive Sculptural Gold Cuff & Bangle Stacks",
        "trend_name": "Massive Sculptural Gold Cuff & Bangle Stacks",
        "trend_type": "accessory",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained from previous massive gold statement jewelry trends, now focusing specifically on thick resin and metallic gold wrist stacks.",
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      "candidate_reasoning_scratchpad": "The past 14 days show a powerful evolution in summer-to-fall transition dressing, heavily leaning into buttery yellow colorways, chocolate brown tailoring, and high-neck halter silhouettes. Sheer lace, delicate eyelets, and Y2K-inspired retro streetwear continue to dominate high-summer resort collections.",
      "validation_reasoning_scratchpad": "The validated trend ideas capture ongoing summer-to-fall transition aesthetics, highlighting soft buttery yellows, rich chocolate browns, high-neck halter silhouettes, and sheer crochet textures. All final trends meet strict multi-post and multi-author evidence requirements with clean visual matching.",
      "ai_discovered_candidate_count": 10,
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        {
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            "pleated hemline"
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        },
        {
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        },
        {
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            "long sleeve maxi"
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        {
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            "backless design",
            "sleeveless shift",
            "draped neckline"
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        },
        {
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            "176239:4",
            "176239:5"
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            "wide-leg denim",
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            "y2k aesthetic",
            "eclectic layering",
            "graphic tees"
          ]
        },
        {
          "candidate_name": "Powder Blue & Crochet Matching Sets",
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            "powder blue set",
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            "bohemian aesthetic",
            "monochromatic blue",
            "crop top and skirt"
          ]
        },
        {
          "candidate_name": "Massive Sculptural Gold Cuff & Bangle Stacks",
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            "gold bangle stack",
            "thick resin cuff",
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            "statement hardware",
            "glossy cuff"
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        },
        {
          "candidate_name": "Translucent Sheer Layered Skirts & Slips",
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            "sheer fabric texture",
            "translucent skirt",
            "exposed bikini",
            "mesh overlay",
            "asymmetrical hemline"
          ]
        },
        {
          "candidate_name": "Bold Post-Box Red Resort & Eveningwear",
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          ],
          "visual_cues": [
            "cherry red bikini",
            "red halter dress",
            "monochromatic red look",
            "sarong skirt",
            "bold color trend"
          ]
        },
        {
          "candidate_name": "Tenniscore Pleated Minis & Athletic Vibe",
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            "striped athletic socks",
            "cropped polo shirt",
            "sporty chic"
          ]
        }
      ],
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        {
          "trend_name": "Sheer White Crochet & Lace Cover-Ups",
          "confidence_score": 0.92,
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          "reasons": [
            "Images came from only 2 parent posts; minimum is 3."
          ]
        },
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          ],
          "reasons": [
            "Only 2 valid matching images; minimum is 4.",
            "Images came from only 1 parent posts; minimum is 3."
          ]
        },
        {
          "trend_name": "Powder Blue & Crochet Matching Sets",
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          ],
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            "Only 2 valid matching images; minimum is 4.",
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          ]
        },
        {
          "trend_name": "Tenniscore Pleated Minis & Athletic Vibe",
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          "reasons": [
            "Only 2 valid matching images; minimum is 4.",
            "Images came from only 1 parent posts; minimum is 3."
          ]
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    }
  }
}