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          "dark brown palette",
          "chocolate brown silk",
          "lace trim shorts",
          "monochromatic ensemble",
          "satin fabric"
        ]
      },
      {
        "candidate_name": "Earth-Tone Gingham Check sets",
        "trend_type": "outfit",
        "visual_axis": "garment_type",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "149712:1",
          "149713:1",
          "149714:1",
          "149715:1"
        ],
        "visual_cues": [
          "brown check print",
          "gingham mini dress",
          "button-down midi skirt",
          "neutral color palette",
          "summer picnic aesthetic"
        ]
      },
      {
        "candidate_name": "Sage Green Toile & Botanical Prints",
        "trend_type": "outfit",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "149612:1",
          "149612:2",
          "149612:4",
          "149612:8"
        ],
        "visual_cues": [
          "sage green floral",
          "toile de jouy pattern",
          "corset crop top",
          "garden party aesthetic",
          "matching hair scrunchie"
        ]
      },
      {
        "candidate_name": "Chunky Resin & Stacked Hardware Jewelry",
        "trend_type": "accessory",
        "visual_axis": "accessory",
        "historical_relationship": "sustained",
        "seed_media_count": 4,
        "seed_media_refs": [
          "149519:1",
          "149539:1",
          "149539:3",
          "145755:1"
        ],
        "visual_cues": [
          "chunky resin bangles",
          "stacked gold bangles",
          "mixed metal jewelry",
          "wood bracelets",
          "maximalist jewelry styling"
        ]
      },
      {
        "candidate_name": "Liquid-Luxe Gold Pleats & Metalli-core",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 3,
        "seed_media_refs": [
          "149539:1",
          "145821:1",
          "145821:2"
        ],
        "visual_cues": [
          "metallic gold pleated fabric",
          "gold pleated gown",
          "sharp accordion pleats",
          "shimmering texture",
          "monochromatic gold palette"
        ]
      },
      {
        "candidate_name": "Bohemian Crochet Shell & Net Cover-ups",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "sustained",
        "seed_media_count": 4,
        "seed_media_refs": [
          "149534:1",
          "149534:2",
          "145805:1",
          "145805:3"
        ],
        "visual_cues": [
          "crochet maxi skirt",
          "open knit texture",
          "ruffle hem details",
          "mesh two piece set",
          "coastal grandmother style"
        ]
      },
      {
        "candidate_name": "Sporty Blokecore & Shrunken Team Jerseys",
        "trend_type": "outfit",
        "visual_axis": "garment_type",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "145709:1",
          "145709:2",
          "145709:6",
          "145767:5"
        ],
        "visual_cues": [
          "soccer core trend",
          "graphic vintage t-shirt",
          "raglan ringer tee",
          "low rise shorts",
          "y2k inspired outfit"
        ]
      },
      {
        "candidate_name": "Bright Cobalt Blue Swimwear",
        "trend_type": "color",
        "visual_axis": "color",
        "historical_relationship": "sustained",
        "seed_media_count": 3,
        "seed_media_refs": [
          "149520:1",
          "145725:1",
          "145727:1"
        ],
        "visual_cues": [
          "cobalt blue bikini",
          "ring hardware detail",
          "vibrant beach palette",
          "minimalist bikini silhouette",
          "solid color blue swimwear"
        ]
      },
      {
        "candidate_name": "Lapis Lazuli & Western Beaded Necklaces",
        "trend_type": "accessory",
        "visual_axis": "accessory",
        "historical_relationship": "evolving",
        "seed_media_count": 4,
        "seed_media_refs": [
          "149605:1",
          "145818:5",
          "145818:6",
          "145767:2"
        ],
        "visual_cues": [
          "beaded statement necklace",
          "lapis lazuli jewelry",
          "turquoise beaded necklace",
          "pendant necklace",
          "boho style jewelry"
        ]
      },
      {
        "candidate_name": "Rainbow Chevron & Zig-Zag Knits",
        "trend_type": "texture",
        "visual_axis": "texture",
        "historical_relationship": "evolving",
        "seed_media_count": 4,
        "seed_media_refs": [
          "145761:1",
          "145761:3",
          "145761:5",
          "145761:7"
        ],
        "visual_cues": [
          "zigzag pattern",
          "multicolored bikini",
          "chevron knit dress",
          "boho chic",
          "vibrant knit pattern"
        ]
      }
    ],
    "ai_candidate_trend_count": 10,
    "ai_validated_trend_count_before_filter": 10,
    "accepted_trend_count": 3,
    "rejected_trend_count": 7,
    "rejected_trends": [
      {
        "trend_name": "Sage Green Toile & Botanical Prints",
        "confidence_score": 0.96,
        "valid_matching_image_count": 2,
        "matching_parent_post_count": 1,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "149612:3",
          "149612:4",
          "149612:8",
          "149612:9"
        ],
        "reasons": [
          "Only 2 valid matching images; minimum is 4.",
          "Images came from only 1 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Liquid-Luxe Gold Pleats & Metalli-core",
        "confidence_score": 0.88,
        "valid_matching_image_count": 3,
        "matching_parent_post_count": 2,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [],
        "reasons": [
          "Only 3 valid matching images; minimum is 4.",
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Bohemian Crochet Shell & Net Cover-ups",
        "confidence_score": 0.95,
        "valid_matching_image_count": 4,
        "matching_parent_post_count": 2,
        "matching_author_count": 2,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "145805:7",
          "145805:9"
        ],
        "reasons": [
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Sporty Blokecore & Shrunken Team Jerseys",
        "confidence_score": 0.9,
        "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": [
          "145709:6"
        ],
        "reasons": [
          "Only 3 valid matching images; minimum is 4.",
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Bright Cobalt Blue Swimwear",
        "confidence_score": 0.89,
        "valid_matching_image_count": 3,
        "matching_parent_post_count": 3,
        "matching_author_count": 1,
        "invalid_or_out_of_scope_media_refs": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [],
        "reasons": [
          "Only 3 valid matching images; minimum is 4."
        ]
      },
      {
        "trend_name": "Lapis Lazuli & Western Beaded Necklaces",
        "confidence_score": 0.91,
        "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": [
          "145818:7"
        ],
        "reasons": [
          "Only 3 valid matching images; minimum is 4.",
          "Images came from only 2 parent posts; minimum is 3."
        ]
      },
      {
        "trend_name": "Rainbow Chevron & Zig-Zag Knits",
        "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": [],
        "unparseable_media_refs": [],
        "excluded_same_post_media_refs": [
          "145761:5",
          "145761:7"
        ],
        "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": "Espresso & Chocolate Brown Loungewear",
      "blog_title": "Espresso and Silk: The Ultra-Luxe Loungewear Aesthetic",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 98.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Repeated dark brown sateen and silk fabrics, lace-trimmed shorts, peplum camisoles, and corset-style lounge tops photographed in clean studio profiles.",
      "description": "Deep chocolate and espresso brown satin and silk pieces featuring delicate lace trims, presented in sophisticated monochromatic studio layups and sets.",
      "keywords": [
        "chocolate brown silk",
        "lace trim shorts",
        "monochromatic lounge",
        "satin camisole",
        "quiet luxury sleepwear"
      ],
      "post_ids": [
        149708,
        149709,
        149710,
        149711
      ],
      "media_refs": [
        "149708:1",
        "149708:2",
        "149709:1",
        "149709:2",
        "149710:1",
        "149710:2",
        "149711:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 4 parent posts at 98.0% confidence. Repeated dark brown sateen and silk fabrics, lace-trimmed shorts, peplum camisoles, and corset-style lounge tops photographed in clean studio profiles."
    },
    {
      "trend_number": 2,
      "trend_name": "Earth-Tone Gingham Check Sets",
      "blog_title": "Picnic Perfect: Earth-Tone Gingham Sets",
      "trend_type": "outfit",
      "signal_strength": "medium",
      "confidence_percent": 92.0,
      "matching_image_count": 4,
      "matching_parent_post_count": 4,
      "visual_similarity_reason": "Repeated neutral tan/brown checkerboard print, spaghetti straps, smocked bodices, and button-down columns styled together.",
      "description": "Earth-toned brown and white gingham check prints applied to coordinated summer skirts, camisoles, and smocked mini dresses.",
      "keywords": [
        "brown gingham set",
        "neutral check print",
        "button down midi skirt",
        "cottagecore aesthetic",
        "summer coordinate sets"
      ],
      "post_ids": [
        149712,
        149713,
        149714,
        149715
      ],
      "media_refs": [
        "149712:1",
        "149713:1",
        "149714:1",
        "149715:1"
      ],
      "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 92.0% confidence. Repeated neutral tan/brown checkerboard print, spaghetti straps, smocked bodices, and button-down columns styled together."
    },
    {
      "trend_number": 3,
      "trend_name": "Chunky Resin & Stacked Hardware Jewelry",
      "blog_title": "Arm Candy: Chunky Resin & Heavy Metallic Stacked Bangles",
      "trend_type": "accessory",
      "signal_strength": "strong",
      "confidence_percent": 94.0,
      "matching_image_count": 4,
      "matching_parent_post_count": 3,
      "visual_similarity_reason": "Repeated forearm groupings of heavy circular bangles made of mixed media, gold cuffs, and oversized wooden bands.",
      "description": "Maximalist wrist jewelry consisting of stacked chunky resin hoops, wooden bands, and warm gold or high-shine silver cuffs styled over pleated evening wear or summer resort outfits.",
      "keywords": [
        "chunky resin bangles",
        "stacked gold cuffs",
        "mixed metal jewelry",
        "wood bracelets",
        "maximalist accessory trend"
      ],
      "post_ids": [
        149519,
        149539,
        145755
      ],
      "media_refs": [
        "149519:1",
        "149539:1",
        "149539:3",
        "145755:1"
      ],
      "qualification_reason": "Accepted with 4 matching images across 3 parent posts at 94.0% confidence. Repeated forearm groupings of heavy circular bangles made of mixed media, gold cuffs, and oversized wooden bands."
    }
  ],
  "report_payload": {
    "reasoning_scratchpad": "We validated and expanded key high-summer aesthetics, noting the evolution of deep espresso tones into high-end loungewear and the strong emergence of sage green toile coordinates for garden party dressing. We also tracked sustained interest in artisanal jewelry and open-knit crochet pieces, while identifying net-new casual updates like sportswear jersey layering and earth-toned picnic gingham.",
    "content_ideas": [
      {
        "blog_title": "Espresso and Silk: The Ultra-Luxe Loungewear Aesthetic",
        "trend_name": "Espresso & Chocolate Brown Loungewear",
        "trend_type": "color",
        "trend_trajectory": "evolving",
        "historical_note": "Evolving from standard neutral lounge into rich, chocolate-tinted satin and silk sets with delicate lace trimmings.",
        "description": "Deep chocolate and espresso brown satin and silk pieces featuring delicate lace trims, presented in sophisticated monochromatic studio layups and sets.",
        "visual_similarity_reason": "Repeated dark brown sateen and silk fabrics, lace-trimmed shorts, peplum camisoles, and corset-style lounge tops photographed in clean studio profiles.",
        "instagram_caption": "Upgrading our downtime schedule. Rich espresso silk and delicate lace offsets for those late summer mornings that slide into long afternoons. \u2728\u2615\ufe0f",
        "trend_signal_strength": "strong",
        "confidence_score": 0.98,
        "keywords": [
          "chocolate brown silk",
          "lace trim shorts",
          "monochromatic lounge",
          "satin camisole",
          "quiet luxury sleepwear"
        ],
        "example_media_refs": [
          "149708:1",
          "149708:2",
          "149709:1",
          "149709:2",
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          "149710:2",
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        ],
        "example_post_ids": [
          149708,
          149709,
          149710,
          149711
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 4,
        "matching_author_count": 1
      },
      {
        "blog_title": "Picnic Perfect: Earth-Tone Gingham Sets",
        "trend_name": "Earth-Tone Gingham Check Sets",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new summer print update replacing classic blue and red cottagecore gingham with warm brown-and-white scales.",
        "description": "Earth-toned brown and white gingham check prints applied to coordinated summer skirts, camisoles, and smocked mini dresses.",
        "visual_similarity_reason": "Repeated neutral tan/brown checkerboard print, spaghetti straps, smocked bodices, and button-down columns styled together.",
        "instagram_caption": "Picnic menu: checking off gingham in all-new earth tones. \ud83e\uddfa Brown and white gingham coordinates crafted for sunny studio moments and weekend strolls.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.92,
        "keywords": [
          "brown gingham set",
          "neutral check print",
          "button down midi skirt",
          "cottagecore aesthetic",
          "summer coordinate sets"
        ],
        "example_media_refs": [
          "149712:1",
          "149713:1",
          "149714:1",
          "149715:1"
        ],
        "example_post_ids": [
          149712,
          149713,
          149714,
          149715
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 1
      },
      {
        "blog_title": "Arm Candy: Chunky Resin & Heavy Metallic Stacked Bangles",
        "trend_name": "Chunky Resin & Stacked Hardware Jewelry",
        "trend_type": "accessory",
        "trend_trajectory": "sustained",
        "historical_note": "Sustaining the seasonal momentum of oversized heavy statement wristwear, mixing resin, wood, and metal finishes.",
        "description": "Maximalist wrist jewelry consisting of stacked chunky resin hoops, wooden bands, and warm gold or high-shine silver cuffs styled over pleated evening wear or summer resort outfits.",
        "visual_similarity_reason": "Repeated forearm groupings of heavy circular bangles made of mixed media, gold cuffs, and oversized wooden bands.",
        "instagram_caption": "The accessory strategy: more is more. Stacked resin bangles and mixed metal cuffs to elevate your classic summer neutrals. \ud83d\udcab",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "chunky resin bangles",
          "stacked gold cuffs",
          "mixed metal jewelry",
          "wood bracelets",
          "maximalist accessory trend"
        ],
        "example_media_refs": [
          "149519:1",
          "149539:1",
          "149539:3",
          "145755:1"
        ],
        "example_post_ids": [
          149519,
          149539,
          145755
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 3,
        "matching_author_count": 3
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "This week\u2019s aesthetic shifts toward earthy elegance, as @elodie.the.label champions both rich chocolate-brown silk loungewear with delicate lace trims and rustic, warm-toned gingham coordinates. Meanwhile, resortwear gets a sculptural upgrade through maximalist jewelry styling, where statement pieces from @heavenmayhem_ and chunky resin and wooden stacks from @tigermist and @lidee_woman are layered over pleated evening wear for a polished transition into late-summer dressing.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-13T15:12:27.559994Z",
      "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": 85,
        "created_at": "2026-07-09T18:21:49.681128+00:00",
        "date_range": "[stored-core] Jun 25 - Jul 09, 2026 (Part 8 of 8)",
        "trends": [
          {
            "trend_name": "Striped Retro Swimwear",
            "trend_type": "outfit",
            "trend_signal_strength": "strong",
            "confidence_score": 0.96,
            "matching_image_count": 4,
            "matching_parent_post_count": 3,
            "keywords": [
              "striped bikini",
              "retro swimwear",
              "colorblock swim",
              "earth tone stripes",
              "poolside aesthetic"
            ],
            "description": "Horizontal and vertical stripes in muted earth tones (olive, brown, yellow) appearing on bikinis and poolside coordinate sets."
          },
          {
            "trend_name": "Sheer Romance Lace Details",
            "trend_type": "texture",
            "trend_signal_strength": "medium",
            "confidence_score": 0.88,
            "matching_image_count": 5,
            "matching_parent_post_count": 5,
            "keywords": [
              "white lace",
              "sheer cover-up",
              "lace trim",
              "ethereal aesthetic",
              "coquette resort"
            ],
            "description": "Translucent white lace used for beach cover-ups, camisoles with delicate trim, and ethereal slip dresses."
          },
          {
            "trend_name": "Artisanal Gemstone Jewelry",
            "trend_type": "accessory",
            "trend_signal_strength": "strong",
            "confidence_score": 0.94,
            "matching_image_count": 5,
            "matching_parent_post_count": 4,
            "keywords": [
              "turquoise necklace",
              "chunky beads",
              "statement jewelry",
              "boho vacation style",
              "gemstone layers"
            ],
            "description": "Heavy, statement necklaces featuring turquoise, raw stones, and chunky beads layered over simple summer outfits."
          },
          {
            "trend_name": "Butter Yellow Linen Sets",
            "trend_type": "color",
            "trend_signal_strength": "medium",
            "confidence_score": 0.85,
            "matching_image_count": 4,
            "matching_parent_post_count": 3,
            "keywords": [
              "butter yellow",
              "linen co-ord",
              "yellow embroidery",
              "pastel summer",
              "resort sets"
            ],
            "description": "Soft, muted yellow linen co-ord sets, often featuring delicate floral embroidery or retro-athletic piping."
          },
          {
            "trend_name": "Scarf-Reimagined Posing & Style",
            "trend_type": "outfit",
            "trend_signal_strength": "early",
            "confidence_score": 0.78,
            "matching_image_count": 4,
            "matching_parent_post_count": 4,
            "keywords": [
              "scarf top",
              "asymmetrical hem",
              "silk prints",
              "handkerchief dress",
              "draped silhouette"
            ],
            "description": "Tops and dresses designed to look like draped or knotted silk scarves, featuring abstract prints and one-shoulder silhouettes."
          }
        ]
      },
      "vision_preflight": {
        "enabled": true,
        "since": "2026-06-29T14:48:52.542628Z",
        "media_scope": "all_media",
        "scoped_post_count": 0,
        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 2,
        "images_requested": 245,
        "images_analyzed": 245,
        "posts_touched": 234,
        "reached_batch_cap": false,
        "batches": [
          {
            "batch_number": 1,
            "images_requested": 245,
            "images_analyzed": 245,
            "posts_touched": 234,
            "completion_reconciled": true
          },
          {
            "batch_number": 2,
            "images_requested": 0,
            "images_analyzed": 0,
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            "completion_reconciled": false
          }
        ]
      },
      "chunking": {
        "enabled": true,
        "chunk_number": 8,
        "chunk_count": 9,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 457,
        "full_source_post_count": 1933,
        "full_eligible_post_count": 1603,
        "full_source_media_count": 3087
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-06-29T14:48:52.542628Z",
        "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,
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        "media_tag_character_limit": 0
      },
      "source_post_count": 1933,
      "source_media_count": 3087,
      "eligible_post_count": 1603,
      "chunk_post_count": 200,
      "chunk_media_count": 457,
      "analyzed_post_count": 200,
      "analyzed_post_ids": [
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        149708,
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        149711,
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        149713,
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            "monochromatic gold palette"
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            "turquoise beaded necklace",
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            "boho style jewelry"
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        },
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            "zigzag pattern",
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            "chevron knit dress",
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            "vibrant knit pattern"
          ]
        }
      ],
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      "ai_validated_trend_count_before_filter": 10,
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        {
          "trend_name": "Sage Green Toile & Botanical Prints",
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          "valid_matching_image_count": 2,
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            "149612:3",
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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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