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          "plum mini dress",
          "magenta keyhole neckline",
          "deep wine ruffles"
        ]
      },
      {
        "candidate_name": "Y2K Contrast Colorblock Tube Dresses",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "net_new",
        "seed_media_count": 6,
        "seed_media_refs": [
          "155458:1",
          "155458:4",
          "155458:5",
          "155458:9",
          "155463:1",
          "155468:1"
        ],
        "visual_cues": [
          "colorblock mini dress",
          "cream and mauve palette",
          "strapless bodycon silhouette",
          "metal ring hardware detail"
        ]
      },
      {
        "candidate_name": "Lingerie-Inspired Lace & Ribbed Trim Dressing",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 6,
        "seed_media_refs": [
          "155383:1",
          "155383:6",
          "155291:1",
          "155466:1",
          "155402:1",
          "155306:1"
        ],
        "visual_cues": [
          "lace trim details",
          "satin baby pink with lace insert",
          "ribbed white cropped cami",
          "lace-trimmed pajama set"
        ]
      },
      {
        "candidate_name": "Monochromatic Power Bodysuits with Sharp Styling",
        "trend_type": "styling_formula",
        "visual_axis": "styling_formula",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "155422:1",
          "155422:3",
          "155424:1",
          "155424:4",
          "155424:5"
        ],
        "visual_cues": [
          "monochrome red bodysuit",
          "white plunging bodysuit",
          "opaque tights",
          "structured shoulders",
          "slicked back hair"
        ]
      },
      {
        "candidate_name": "Abstract & Toile Blue-on-White Resort Wear",
        "trend_type": "color",
        "visual_axis": "color",
        "historical_relationship": "sustained",
        "seed_media_count": 6,
        "seed_media_refs": [
          "155448:1",
          "155448:4",
          "155446:1",
          "155446:4",
          "155449:3",
          "155449:10"
        ],
        "visual_cues": [
          "blue and white print",
          "geometric print bikini",
          "blue toile de jouy print",
          "strapless mini dress",
          "mesh matching set"
        ]
      },
      {
        "candidate_name": "Western Coastal Cowgirl Accents",
        "trend_type": "styling_formula",
        "visual_axis": "styling_formula",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "155263:1",
          "155263:2",
          "155263:3",
          "155284:1",
          "155284:2"
        ],
        "visual_cues": [
          "light blue knit dress",
          "brown cowboy boots",
          "miu miu bucket hat",
          "western belt styling",
          "concho belt",
          "cowl neck slip dress"
        ]
      },
      {
        "candidate_name": "Personalized Bag Charms on Embossed Leather",
        "trend_type": "accessory",
        "visual_axis": "accessory",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "155505:1",
          "155505:4",
          "155507:1",
          "155507:2",
          "155507:5"
        ],
        "visual_cues": [
          "crocodile embossed bag",
          "flower bag charms",
          "strawberry keychain",
          "pastel leather bucket bag"
        ]
      },
      {
        "candidate_name": "Sporty-Chic Tennis Court Loungewear",
        "trend_type": "outfit",
        "visual_axis": "setting",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "155516:1",
          "155516:2",
          "155516:4",
          "155516:5",
          "155527:1"
        ],
        "visual_cues": [
          "striped lounge shorts",
          "halter neck tank top",
          "tennis court backdrop",
          "wraparound sunglasses",
          "preppy sportswear",
          "gingham print shorts"
        ]
      }
    ],
    "ai_candidate_trend_count": 7,
    "ai_validated_trend_count_before_filter": 7,
    "accepted_trend_count": 4,
    "rejected_trend_count": 3,
    "rejected_trends": [
      {
        "trend_name": "Structured Shoulder Bodysuits & Tights",
        "confidence_score": 0.97,
        "valid_matching_image_count": 4,
        "matching_parent_post_count": 2,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "155424:5"
        ],
        "reasons": [
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Whimsical Bag Personalization",
        "confidence_score": 0.99,
        "valid_matching_image_count": 4,
        "matching_parent_post_count": 2,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "155507:5"
        ],
        "reasons": [
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Tenniscore Lounge Sets",
        "confidence_score": 0.94,
        "valid_matching_image_count": 3,
        "matching_parent_post_count": 2,
        "matching_author_count": 2,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "155516:4",
          "155516:5"
        ],
        "reasons": [
          "Only 3 valid matching images; minimum is 4.",
          "Images came from only 2 parent posts; minimum is 3."
        ]
      }
    ]
  },
  "accepted_trend_audit": [
    {
      "trend_number": 1,
      "trend_name": "Deep Wine & Magenta Satin Draping",
      "blog_title": "Sultry Plum, Magenta & Deep Burgundy Satin",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 96.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Repeated use of high-shine satin and silk fabrics in deep burgundy, berry, and magenta with draped or ruffled details.",
      "description": "Rich wine, deep plum, and brilliant magenta hues take over evening wear in liquid-like satin and silk fabrics. Silhouettes feature delicate ruffle trims, cowl necklines, and open-back draping.",
      "keywords": [
        "burgundy satin dress",
        "plum slip dress",
        "magenta evening wear",
        "deep berry palette"
      ],
      "post_ids": [
        155517,
        155399,
        155292,
        155400
      ],
      "media_refs": [
        "155517:1",
        "155517:2",
        "155399:3",
        "155292:1",
        "155400:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 4 parent posts at 96.0% confidence. Repeated use of high-shine satin and silk fabrics in deep burgundy, berry, and magenta with draped or ruffled details."
    },
    {
      "trend_number": 2,
      "trend_name": "Two-Tone Hardware Tube Dresses",
      "blog_title": "The Y2K Contrast Colorblock Tube Dress",
      "trend_type": "silhouette",
      "signal_strength": "strong",
      "confidence_percent": 98.0,
      "matching_image_count": 4,
      "matching_parent_post_count": 3,
      "visual_similarity_reason": "Identical structural silhouette of strapless colorblocked tube dresses with central metal rings and dual-tone side panels.",
      "description": "Strapless bodycon mini dresses featuring clean contrast colorblocking (primarily cream paired with plum, mauve, or baby blue) accented with silver metal ring or buckle hardware.",
      "keywords": [
        "colorblock mini dress",
        "strapless bodycon",
        "y2k tube dress",
        "metal ring hardware"
      ],
      "post_ids": [
        155458,
        155463,
        155468
      ],
      "media_refs": [
        "155458:1",
        "155458:4",
        "155463:1",
        "155468:1"
      ],
      "qualification_reason": "Accepted with 4 matching images across 3 parent posts at 98.0% confidence. Identical structural silhouette of strapless colorblocked tube dresses with central metal rings and dual-tone side panels."
    },
    {
      "trend_number": 3,
      "trend_name": "Coquette Lace-Trimmed Separates",
      "blog_title": "Lingerie-Inspired Lace & Ribbed Trim Dressing",
      "trend_type": "texture",
      "signal_strength": "strong",
      "confidence_percent": 95.0,
      "matching_image_count": 6,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Consistent visual presence of contrast lace paneling on necklines, chest inserts, and shirt hems in soft pink, pale yellow, and white.",
      "description": "Delicate lace inserts, scalloped contrast trims, and ribbon bow accents embellish pastel pajama pieces, satin slip dresses, and ribbed summer sets.",
      "keywords": [
        "lace trim detail",
        "coquette slip dress",
        "satin lingerie style",
        "romantic loungewear"
      ],
      "post_ids": [
        155383,
        155291,
        155466,
        155402,
        155511
      ],
      "media_refs": [
        "155383:1",
        "155383:6",
        "155291:1",
        "155466:1",
        "155402:1",
        "155511:8"
      ],
      "qualification_reason": "Accepted with 6 matching images across 5 parent posts at 95.0% confidence. Consistent visual presence of contrast lace paneling on necklines, chest inserts, and shirt hems in soft pink, pale yellow, and white."
    },
    {
      "trend_number": 4,
      "trend_name": "Blue & White Geometric Resort Sets",
      "blog_title": "Abstract Check & Toile Blue-on-White Resort Wear",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 94.0,
      "matching_image_count": 6,
      "matching_parent_post_count": 3,
      "visual_similarity_reason": "Visual alignment of blue-on-white grid, toile, and checkered patterns across swimwear, sheer cover-ups, and beach dresses.",
      "description": "Seaside-inspired resort coordinates, bikinis, and matching mesh sets showcasing blue-and-white checkered, geometric, or toile de jouy prints.",
      "keywords": [
        "blue geometric print",
        "checkered bikini",
        "blue toile print",
        "resort mesh set"
      ],
      "post_ids": [
        155448,
        155446,
        155449
      ],
      "media_refs": [
        "155448:1",
        "155448:4",
        "155446:1",
        "155446:4",
        "155449:3",
        "155449:10"
      ],
      "qualification_reason": "Accepted with 6 matching images across 3 parent posts at 94.0% confidence. Visual alignment of blue-on-white grid, toile, and checkered patterns across swimwear, sheer cover-ups, and beach dresses."
    }
  ],
  "report_payload": {
    "reasoning_scratchpad": "We have validated and expanded the candidate clusters by cross-referencing visual cues, resulting in highly cohesive sets that represent late-summer transitional aesthetics. Plum, berry, and burgundy satin palettes show sustained strength from the prior period, while coquette lace trims, high-fashion monochrome bodysuits, and retro blue checks establish powerful new markers. Personalized accessories like charm-loaded bucket bags are validated with high density under the Y2K revival umbrella.",
    "content_ideas": [
      {
        "blog_title": "Sultry Plum, Magenta & Deep Burgundy Satin",
        "trend_name": "Deep Wine & Magenta Satin Draping",
        "trend_type": "color",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained from last report's Deep Plum and Burgundy glamour, now pivoting heavily into high-sheen satin, fluid ruffles, and keyhole slip dresses.",
        "description": "Rich wine, deep plum, and brilliant magenta hues take over evening wear in liquid-like satin and silk fabrics. Silhouettes feature delicate ruffle trims, cowl necklines, and open-back draping.",
        "visual_similarity_reason": "Repeated use of high-shine satin and silk fabrics in deep burgundy, berry, and magenta with draped or ruffled details.",
        "instagram_caption": "Rich wine tones for the late-summer twilight. \ud83c\udf77\u2728 Draped in liquid satin and effortless ruffles that catch the sunset just right.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.96,
        "keywords": [
          "burgundy satin dress",
          "plum slip dress",
          "magenta evening wear",
          "deep berry palette"
        ],
        "example_media_refs": [
          "155517:1",
          "155517:2",
          "155399:3",
          "155292:1",
          "155400:1"
        ],
        "example_post_ids": [
          155517,
          155399,
          155292,
          155400
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "The Y2K Contrast Colorblock Tube Dress",
        "trend_name": "Two-Tone Hardware Tube Dresses",
        "trend_type": "silhouette",
        "trend_trajectory": "net_new",
        "historical_note": "A fresh Y2K-inspired silhouette development that was not present in the previous comparable period.",
        "description": "Strapless bodycon mini dresses featuring clean contrast colorblocking (primarily cream paired with plum, mauve, or baby blue) accented with silver metal ring or buckle hardware.",
        "visual_similarity_reason": "Identical structural silhouette of strapless colorblocked tube dresses with central metal rings and dual-tone side panels.",
        "instagram_caption": "Colorblocked to perfection. \ud83e\ude75\ud83e\udd0e The ultimate Y2K throwback tube dress with sleek metal hardware details for the night out.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.98,
        "keywords": [
          "colorblock mini dress",
          "strapless bodycon",
          "y2k tube dress",
          "metal ring hardware"
        ],
        "example_media_refs": [
          "155458:1",
          "155458:4",
          "155463:1",
          "155468:1"
        ],
        "example_post_ids": [
          155458,
          155463,
          155468
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 3,
        "matching_author_count": 1
      },
      {
        "blog_title": "Lingerie-Inspired Lace & Ribbed Trim Dressing",
        "trend_name": "Coquette Lace-Trimmed Separates",
        "trend_type": "texture",
        "trend_trajectory": "net_new",
        "historical_note": "This texture-driven aesthetic represents a net-new romantic shift away from clean minimalism toward hyper-feminine coquette details.",
        "description": "Delicate lace inserts, scalloped contrast trims, and ribbon bow accents embellish pastel pajama pieces, satin slip dresses, and ribbed summer sets.",
        "visual_similarity_reason": "Consistent visual presence of contrast lace paneling on necklines, chest inserts, and shirt hems in soft pink, pale yellow, and white.",
        "instagram_caption": "Soft visual aesthetics for quiet golden hour mornings. \ud83c\udf80 Delicate lace details and satin textures that make lounging feel editorial.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "lace trim detail",
          "coquette slip dress",
          "satin lingerie style",
          "romantic loungewear"
        ],
        "example_media_refs": [
          "155383:1",
          "155383:6",
          "155291:1",
          "155466:1",
          "155402:1",
          "155511:8"
        ],
        "example_post_ids": [
          155383,
          155291,
          155466,
          155402,
          155511
        ],
        "matching_image_count": 6,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Abstract Check & Toile Blue-on-White Resort Wear",
        "trend_name": "Blue & White Geometric Resort Sets",
        "trend_type": "color",
        "trend_trajectory": "evolving",
        "historical_note": "This evolves the classic resort blue colorway into modern sheer mesh fabrics, geometric grids, and abstract toile prints.",
        "description": "Seaside-inspired resort coordinates, bikinis, and matching mesh sets showcasing blue-and-white checkered, geometric, or toile de jouy prints.",
        "visual_similarity_reason": "Visual alignment of blue-on-white grid, toile, and checkered patterns across swimwear, sheer cover-ups, and beach dresses.",
        "instagram_caption": "Out of office, Mediterranean style. \ud83c\udf0a Checked bikinis and matching mesh sets made for beach clubs and balcony views.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "blue geometric print",
          "checkered bikini",
          "blue toile print",
          "resort mesh set"
        ],
        "example_media_refs": [
          "155448:1",
          "155448:4",
          "155446:1",
          "155446:4",
          "155449:3",
          "155449:10"
        ],
        "example_post_ids": [
          155448,
          155446,
          155449
        ],
        "matching_image_count": 6,
        "matching_parent_post_count": 3,
        "matching_author_count": 2
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "This week\u2019s trendscape is defined by a striking contrast of liquid-like evening drama and poolside precision, led by @shonajoy, @sundaysthelabel, and @runawaythelabel\u2019s embrace of deep wine and magenta satin draping alongside ultra-romantic, coquette lace-trimmed separates from @sir__ and @nii.hai. Midsummer wardrobes are finding structure through @tigermist's two-tone, hardware-accented tube dresses, while resort dressing takes a graphic turn as @shop_resa and @vchapmanstudio champion blue-and-white geometric coordinates. Together, these pieces balance high-shine nocturnal elegance with breezy, destination-ready charm.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-09T18:17:01.846746Z",
      "tag": "stored-core",
      "media_scope": "all_media",
      "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
      "report_profile": "deep",
      "model": "~google/gemini-flash-latest",
      "previous_report_context": {
        "report_id": 73,
        "created_at": "2026-07-08T14:53:21.224254+00:00",
        "date_range": "[stored-core] Jun 24 - Jul 08, 2026 (Part 6 of 6)",
        "trends": [
          {
            "trend_name": "Preppy Striped & Colorblocked Swimwear",
            "trend_type": "color",
            "trend_signal_strength": "strong",
            "confidence_score": 0.95,
            "matching_image_count": 5,
            "matching_parent_post_count": 3,
            "keywords": [
              "striped bikini",
              "brown and yellow swimwear",
              "earth tone colorblock",
              "retro poolside aesthetic"
            ],
            "description": "Classic striped bikini sets and swimwear presented in muted, sophisticated palettes of chocolate brown, khaki green, mustard yellow, and military olive."
          },
          {
            "trend_name": "Polka Dot Revival in Classic Monochrome",
            "trend_type": "styling_formula",
            "trend_signal_strength": "strong",
            "confidence_score": 0.96,
            "matching_image_count": 5,
            "matching_parent_post_count": 4,
            "keywords": [
              "polka dot bikini",
              "monochrome retro print",
              "scalloped trim swimsuit",
              "vintage holiday style"
            ],
            "description": "Classic black, white, and deep plum background polka dot prints adorning underwire bikinis, summer cover-ups, and retro resort-style sets."
          },
          {
            "trend_name": "Lapis Lazuli & Turquoise Chunky Gemstone Jewelry",
            "trend_type": "accessory",
            "trend_signal_strength": "strong",
            "confidence_score": 0.95,
            "matching_image_count": 5,
            "matching_parent_post_count": 3,
            "keywords": [
              "turquoise statement jewelry",
              "lapis lazuli necklace",
              "boho chic accessories",
              "raw stone pendant"
            ],
            "description": "Bold, oversized raw turquoise and deep blue lapis lazuli gemstones integrated into beaded statement necklaces, drop earrings, and bohemian pendants."
          },
          {
            "trend_name": "Deep Plum & Burgundy Evening Glamour",
            "trend_type": "color",
            "trend_signal_strength": "medium",
            "confidence_score": 0.88,
            "matching_image_count": 4,
            "matching_parent_post_count": 4,
            "keywords": [
              "burgundy latex cutout",
              "vampy evening makeup",
              "deep plum gown",
              "gothic resort glamour"
            ],
            "description": "Luxe velvet cutouts, deep burgundy vinyl textures, and high-slit evening gowns perfect for late hours."
          }
        ]
      },
      "vision_preflight": {
        "enabled": true,
        "since": "2026-06-25T18:14:37.581370Z",
        "media_scope": "all_media",
        "scoped_post_count": 0,
        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 2,
        "images_requested": 2,
        "images_analyzed": 0,
        "posts_touched": 2,
        "reached_batch_cap": false,
        "batches": [
          {
            "batch_number": 1,
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            "images_analyzed": 0,
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            "completion_reconciled": false
          },
          {
            "batch_number": 2,
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          }
        ]
      },
      "chunking": {
        "enabled": true,
        "chunk_number": 1,
        "chunk_count": 8,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 482,
        "full_source_post_count": 1922,
        "full_eligible_post_count": 1438,
        "full_source_media_count": 2707
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-06-25T18:14:37.581370Z",
        "minimum_confidence": 0.7,
        "minimum_matching_images": 4,
        "minimum_parent_posts": 3,
        "maximum_images_per_parent_post": 2,
        "preferred_matching_images": "6-12 when available; 4+ accepted for emerging micro-trends",
        "visual_similarity_is_primary": true,
        "caption_required": false,
        "captionless_posts_included": true,
        "engagement_included_in_prompt": true,
        "single_campaign_trends_excluded": true,
        "media_refs_can_support_multiple_trends": true,
        "deep_report_max_posts": 200,
        "deep_report_max_media": 500,
        "prompt_character_limit": 300000,
        "caption_character_limit": 600,
        "media_tag_limit": 14,
        "media_tag_character_limit": 0
      },
      "source_post_count": 1922,
      "source_media_count": 2707,
      "eligible_post_count": 1438,
      "chunk_post_count": 200,
      "chunk_media_count": 482,
      "analyzed_post_count": 200,
      "analyzed_post_ids": [
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      "candidate_reasoning_scratchpad": "This period marks a decisive shift from relaxed, unstructured resort wear toward highly sculpted partywear and transitional tailoring. We observe a strong pivot toward high-contrast colorblocking, boudoir-inspired lace details, and structured, power-shoulder silhouettes that balance summer's remaining heat with early autumn sophistication.",
      "validation_reasoning_scratchpad": "We have validated and expanded the candidate clusters by cross-referencing visual cues, resulting in highly cohesive sets that represent late-summer transitional aesthetics. Plum, berry, and burgundy satin palettes show sustained strength from the prior period, while coquette lace trims, high-fashion monochrome bodysuits, and retro blue checks establish powerful new markers. Personalized accessories like charm-loaded bucket bags are validated with high density under the Y2K revival umbrella.",
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            "slicked back hair"
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        },
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        },
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            "miu miu bucket hat",
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            "concho belt",
            "cowl neck slip dress"
          ]
        },
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            "pastel leather bucket bag"
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        },
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            "halter neck tank top",
            "tennis court backdrop",
            "wraparound sunglasses",
            "preppy sportswear",
            "gingham print shorts"
          ]
        }
      ],
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        {
          "trend_name": "Structured Shoulder Bodysuits & Tights",
          "confidence_score": 0.97,
          "valid_matching_image_count": 4,
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          "reasons": [
            "Images came from only 2 parent posts; minimum is 3."
          ]
        },
        {
          "trend_name": "Whimsical Bag Personalization",
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          "reasons": [
            "Images came from only 2 parent posts; minimum is 3."
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        },
        {
          "trend_name": "Tenniscore Lounge Sets",
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          "reasons": [
            "Only 3 valid matching images; minimum is 4.",
            "Images came from only 2 parent posts; minimum is 3."
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      ]
    }
  }
}