{ "package": { "version": "v1", "observed": "2026-09-19", "counts": { "groups": 50, "idols": 351 } }, "groups": [ { "unit_id": "group_bts", "name": "BTS", "debut_year": 2013, "status": "active", "member_ids": [ "idol_bts-suga-agust-d", "idol_bts-j-hope", "idol_bts-rm", "idol_bts-jimin", "idol_bts-jungkook", "idol_bts-jin", "idol_bts-v" ], "columns": { "debut_year": { "value": 2013, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 32265311, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 55131021351, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 87000000, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "as reported: over 87 million | source-dated: 2026-07 Gap-fill (Jun 2026): 86.2M Spotify artist followers; kept existing 87M (newer Sep 2026 snapshot). Gap-fill (Jun 2026): 86.2M Spotify artist followers; kept existing 87M (newer Sep 2026 snapshot)." }, "biggest_song_title": { "value": "Dynamite", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 2348166241, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, Sep 14 2026." }, "songs_over_1b_spotify": { "value": 5, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "5 strict group-lead songs above 1B (Kworb, Sep 14 2026); replaces older count of 3." }, "physical_sales_window_best": { "value": 4200000, "source": "allkpop / BTS ARIRANG reporting", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "ARIRANG ~4.17-4.2M first week (3.98M day 1, biggest of 2026, new BTS record)" }, "biggest_tour_name": { "value": "2026-2027 World Tour", "source": "Perplexity verify pass (sonar): The Guardian, 2026-01-14", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Updated alongside biggest_tour_gross." }, "biggest_tour_gross": { "value": 433200000, "source": "Perplexity verify pass (sonar): Billboard (reported via Kpopm), 2026-08-30", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Updated: 2026 tour exceeds baseline tour. Conflict logged in data_gaps." }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): CNN, 2026-01-13", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Updated alongside biggest_tour_gross." }, "tour_gross_window": { "value": 49500000, "source": "Pollstar mid-year 2026 / 0419 research", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "US stadium sales $49.5M (partial reporting); ARIRANG World Tour Apr 2026-Mar 2027, 34 stops; avg >$10M/show per Pollstar; full-tour gross not reported" }, "mama_wins_total": { "value": 52, "source": "Awards index (Sep 2026) | corroborated Sep-19 by ArmyBangtanWorld, 2026-03-04", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "52 MAMA wins per Sep 2026 index." }, "mma_wins_total": { "value": 39, "source": "Perplexity verify pass (sonar): ArmyBangtanWorld, 2026-03-04", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "musicshow_wins_career": { "value": 164, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "older source https://www.sportskeeda.com/pop-culture/5-k-pop-boy-groups-music-show-wins reported 152 (May 2022); gap = wins since 2022 | source-dated: 2026 (updated Feb 2026 article)" }, "daesangs_career": { "value": 74, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "also reported as 67 (Nov 2023, https://en.wikipedia.org/wiki/List_of_awards_and_nominations_received_by_BTS), 50 under major-5 scope (https://forum.allkpop.com/thread/132534-k-pop-groups-with-the-most-daesangs-of-all-time-major-awards-shows/), 13 at MMA alone (https://inmusicblog.com/news/melon-music-awards-artists-with-most-wins-history/) | scope: broad | source-dated: 2026-01 (updated with 2026 results)" }, "bb200_no1_albums_career": { "value": 7, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "includes ARIRANG (2026)" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career data not verified: 6 No.1s per Billboard Oct 2022 (https://www.nme.com/news/music/bts-most-number-one-hits-billboard-hot-100-chart-decade-3341793); 7th US No.1 'Swim' (2026) per en.wikipedia BTS; group entry count not verified in an opened source" }, "hot100_best_peak_career": { "value": 1, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "6 No.1s per Billboard Oct 2022 (https://www.nme.com/news/music/bts-most-number-one-hits-billboard-hot-100-chart-decade-3341793); 7th US No.1 'Swim' (2026) per en.wikipedia BTS; group entry count not verified in an opened source" }, "youtube_subs": { "value": 85700000, "source": "Platform counts (Sep 2026 index)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "~85.7M official channel subs, Sep 14 2026 (replaces older 70M figure)." }, "instagram_followers": { "value": 80300000, "source": "Platform counts (Sep 2026 index)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "80.3M, Sep 14 2026 (replaces older 65M figure)." }, "tiktok_followers": { "value": 80000000, "source": "Platform counts (Sep 2026 index)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "80M, Sep 14 2026." }, "x_followers": { "value": 45300000, "source": "Platform counts (Sep 2026 index)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "45.3M, Sep 14 2026." }, "kpopscore_30d": { "value": 642, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 890, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 2, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": "#96 \"Spring Day\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 5, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "'Dynamite' 2021, 'Butter' 2022, 'My Universe' 2023 (Pop Duo/Group), 'Yet to Come' 2023 (Best Music Video), Music of the Spheres 2023 (AOTY as featured); 0 wins" }, "bbma_wins": { "value": 12, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Top Social Artist 2017\u20132021 (5), Top Duo/Group 2019/2021/2022 (3), Top Song Sales Artist 2021\u20132022 (2), Top Selling Song 2021 'Dynamite' / 2022 'Butter' (2)" }, "vma_wins": { "value": 8, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "working count: Best Group 2019\u20132022 (4), Best K-pop 2019\u20132021 (3), Song of Summer 2021 'Butter' (1)" }, "news_since_2026_09_15": { "value": null, "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified group news since cutoff." } }, "market": { "MUS": { "value": 100.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 98.2, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 3/5" }, "FAN": { "value": 99.8, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 0/5" }, "LEG": { "value": 97.2, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 71.5, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 88.3, "high": 97 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT biggest_tour_gross: baseline 196400000 vs Sep-19 433200000 (Billboard (reported via Kpopm), 2026-08-30).", "CONFLICT-FLAGGED-BY-MODEL biggest_tour_gross_usd: a=196400000 b=433200000", "CONFLICT-FLAGGED-BY-MODEL daesangs_career: a=67 b=Over 70", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 90.8, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 1.0" }, "STG": { "value": 79.5, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; stage completeness 0.83" }, "FAN": { "value": 99.8, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; fandom completeness 1.0" }, "LEG": { "value": 100.0, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; legacy completeness 0.84" }, "MOM": { "value": 59.9, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; momentum completeness 1.0" } }, "mythic_eligible": false, "band": "Legendary", "rank_v1": 1 }, { "unit_id": "group_stray_kids", "name": "Stray Kids", "debut_year": 2018, "status": "active", "member_ids": [ "idol_stray-kids-lee-know", "idol_stray-kids-hyunjin", "idol_stray-kids-han", "idol_stray-kids-bang-chan", "idol_stray-kids-changbin", "idol_stray-kids-felix", "idol_stray-kids-i-n", "idol_stray-kids-seungmin", "idol_stray-kids-woojin" ], "columns": { "debut_year": { "value": 2018, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 10694922, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026) | corroborated Sep-19 by Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 15507355239, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 24600000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Also see Music Metrics Vault reporting 24.4M, creating a discrepancy." }, "biggest_song_title": { "value": "God's Menu", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb \"As lead\" ranking." }, "biggest_song_streams": { "value": 547256778, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated 2026/09/14." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 songs above 1B (Kworb)." }, "physical_sales_window_best": { "value": 3036360, "source": "Soompi / tenasia", "observed": "2026-09-15", "confidence": "HIGH", "note": "KARMA Hanteo first week 3,036,360 (2M+ day 1; only 2025 album >3M first week)" }, "biggest_tour_name": { "value": "dominATE World Tour (presumed)", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end Top Tours No.10, $185.7M across 31 shows, 1.3M attendees; calendar-year figure (Oct 2024\u2013Sep 2025), not a verified full-tour total" }, "biggest_tour_gross": { "value": 185700000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end Top Tours No.10, $185.7M across 31 shows, 1.3M attendees; calendar-year figure (Oct 2024\u2013Sep 2025), not a verified full-tour total | as reported: $185.7M" }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): kpopofficial.com, 2026-09-19", "observed": "2026-09-19", "confidence": "LOW", "note": "Tour schedule places RUN IT dates in 2026." }, "tour_gross_window": { "value": 185700000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "dominATE World Tour; Billboard 2025 year-end Top Tours #10 (31 shows, 1.3M fans); #1 K-pop tour 2025" }, "mama_wins_total": { "value": 9, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 0, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 MMA wins (confirmed zero \u2014 complete winner lists)." }, "musicshow_wins_career": { "value": 51, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "51 (replaces older 40; newer Sep 2026 index)." }, "daesangs_career": { "value": null, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (conflict): sources claim 6 vs 16 daesangs \u2014 unresolved, not scored." }, "bb200_no1_albums_career": { "value": 7, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KARMA (2025) was their 7th Billboard 200 No.1 (replaces older 9; conflict logged)." }, "bb200_entries_career": { "value": 9, "source": "Perplexity verify pass (sonar): Wikipedia summary updated 2026-09-12; Star News Korea citing Billboard, 2026-08-19", "observed": "2026-09-19", "confidence": "LOW", "note": "Gathered sources indicate nine consecutive Billboard 200 No. 1 album entries, but no separate official total-entry count was verified." }, "hot100_entries_career": { "value": 6, "source": "legacy-0436 | corroborated Sep-19 by Star News Korea citing Billboard, 2026-08-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "'Do It' was the 5th entry (No.68, Nov 2025: https://www.spreaker.com/episode/stray-kids-tops-6-billboard-charts-do-it-debuts-on-hot-100--68834806); earlier entries: LALALALA (No.90), Lose My Breath (No.90), Chk Chk Boom (No.49), CEREMONY (No.52) | best-peak song: This & That | source-dated: 2026-08" }, "hot100_best_peak_career": { "value": 38, "source": "legacy-0436 | corroborated Sep-19 by Star News Korea citing Billboard, 2026-08-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "'Do It' was the 5th entry (No.68, Nov 2025: https://www.spreaker.com/episode/stray-kids-tops-6-billboard-charts-do-it-debuts-on-hot-100--68834806); earlier entries: LALALALA (No.90), Lose My Breath (No.90), Chk Chk Boom (No.49), CEREMONY (No.52) | best-peak song: This & That | source-dated: 2026-08" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 614, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 830, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 1, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry on 2025 year-end" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 1, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Top K-pop Album 5-STAR (2023)" }, "vma_wins": { "value": 1, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Best K-pop 2023" }, "news_since_2026_09_15": { "value": null, "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified group news since cutoff." } }, "market": { "MUS": { "value": 93.0, "confidence": "HIGH", "basis": "mean of 3/3 log-normalized columns (physical_sales_window_best, bb200_entries_career, hot100_entries_career); verified-fresh share 2/3" }, "STG": { "value": 65.8, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/5" }, "FAN": { "value": 93.1, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (spotify_followers); verified-fresh share 1/1" }, "LEG": { "value": 45.5, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 95.5, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 1/2" } }, "market_ovr": { "low": 64.3, "high": 76.3 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT biggest_tour_name: baseline dominATE World Tour (presumed) vs Sep-19 Stray Kids World Tour RUN IT (kpopofficial.com, 2026-09-19).", "RESOLUTION-PENDING biggest_tour_name: kept baseline dominATE World Tour (presumed).", "CONFLICT bb200_no1_albums_career: baseline 7 vs Sep-19 9 (Star News Korea citing Billboard, 2026-08-19).", "RESOLUTION-PENDING bb200_no1_albums_career: kept baseline 7; Sep-19 reports 9 (Star News Korea citing Billboard, 2026-08-19). Verify against Billboard / year-end 2026 awards.", "CONFLICT-FLAGGED-BY-MODEL bb200_no1_albums_career: a=7 b=9", "CONFLICT-FLAGGED-BY-MODEL spotify_followers: a=24.6M b=24.4M", "CONFLICT-FLAGGED-BY-MODEL spotify_monthly_listeners: a=10.6M b=11.1M", "UNFILLED daesangs_career: still null after Sep-19 pass.", "UNFILLED youtube_subs: still null after Sep-19 pass.", "UNFILLED instagram_followers: still null after Sep-19 pass.", "UNFILLED tiktok_followers: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [66,76]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 61.3, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 0.92" }, "STG": { "value": 83.1, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; stage completeness 1.0" }, "FAN": { "value": 94.2, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; fandom completeness 0.53" }, "LEG": { "value": 57.6, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; legacy completeness 0.78" }, "MOM": { "value": 64.7, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; momentum completeness 1.0" } }, "mythic_eligible": false, "band": "Rare", "rank_v1": 3 }, { "unit_id": "group_seventeen", "name": "SEVENTEEN", "debut_year": 2015, "status": "active", "member_ids": [ "idol_seventeen-jun", "idol_seventeen-hoshi", "idol_seventeen-dk", "idol_seventeen-dino", "idol_seventeen-jeonghan", "idol_seventeen-joshua", "idol_seventeen-mingyu", "idol_seventeen-s-coups", "idol_seventeen-seungkwan", "idol_seventeen-the8", "idol_seventeen-vernon", "idol_seventeen-wonwoo", "idol_seventeen-woozi" ], "columns": { "debut_year": { "value": 2015, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "all 13 renewed 2026" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "all 13 renewed 2026 | Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 4712774, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 8418011536, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-13", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-13; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Super", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 324838230, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 13, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 2521208, "source": "Soompi", "observed": "2026-09-15", "confidence": "HIGH", "note": "HAPPY BURSTDAY 2,521,208 (2.27M day 1; highest 2025 first-week until KARMA)" }, "biggest_tour_name": { "value": "FOLLOW World Tour", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "older all-time figure; separately Billboard 2025 year-end Top Tours No.17: $142.4M across 34 shows, 964,000 attendees (Oct 2024\u2013Sep 2025 calendar-year figure, tour not named) \u2014 https://koreajoongangdaily.joins.com/news/2025-12-12/business/industry/HYBE-and-Kpop-artists-named-on-Billboards-top-promoters-and-tour-revenue-lists/2476489. Conflict: different tours/periods; full-tour totals unverified" }, "biggest_tour_gross": { "value": 87760000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "older all-time figure; separately Billboard 2025 year-end Top Tours No.17: $142.4M across 34 shows, 964,000 attendees (Oct 2024\u2013Sep 2025 calendar-year figure, tour not named) \u2014 https://koreajoongangdaily.joins.com/news/2025-12-12/business/industry/HYBE-and-Kpop-artists-named-on-Billboards-top-promoters-and-tour-revenue-lists/2476489. Conflict: different tours/periods; full-tour totals unverified" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "years: None" }, "tour_gross_window": { "value": 142400000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "Right Here; Billboard 2025 year-end Top Tours #17 (34 shows, 964K); also 2026 New World Tour $75.9M per Pollstar mid-year #6" }, "mama_wins_total": { "value": 19, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 6, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 71, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "71 (replaces older 70; newer index)." }, "daesangs_career": { "value": 12, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "includes Artist of the Year at 1st D Awards (2025): https://en.wikipedia.org/wiki/D_Awards | scope: broad | as reported: 12+ | source-dated: 2026-01" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list (https://radiox.cms.socastsrm.com/2024/12/23/here-are-all-the-k-pop-albums-that-have-topped-the-billboard-200-full-list/)" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 17900000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "17.9M, Sep 2026." }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": 18700000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "18.7M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 497, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 705, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 4, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 2, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "PUSH Performance of the Year 2022, Best Group 2024" }, "news_since_2026_09_15": { "value": null, "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified group news since cutoff." } }, "market": { "MUS": { "value": 96.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 80.1, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/5" }, "FAN": { "value": 91.3, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (youtube_subs, tiktok_followers); verified-fresh share 0/2" }, "LEG": { "value": 31.3, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 92.5, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 60.6, "high": 72.6 }, "ovr_confidence": "LOW", "data_gaps": [ "MEMBER-NOTE DK: No member-lineup change since 2026-09-15 could be verified from the gathered sources; however, his military enlistment occurred on 2026-09-08, just before the cutoff. [Korea Herald via UA News, 2026-09-08]", "MEMBER-NOTE Mingyu: No member-lineup change since 2026-09-15 could be verified from the gathered sources; however, his military service start was reported on 2026-09-10, just before the cutoff. [Okezone Celebrity, 2026-09-10]", "MEMBER-NOTE Hoshi: No member-lineup change since 2026-09-15 could be verified from the gathered sources; however, he was reported to have suffered an ACL tear during military service and to need surgery and recovery. [Soompi, 2026-09-12]", "UNFILLED spotify_followers: still null after Sep-19 pass.", "UNFILLED biggest_tour_year: still null after Sep-19 pass.", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED instagram_followers: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 51.6, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 0.92" }, "STG": { "value": 86.0, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; stage completeness 1.0" }, "FAN": { "value": 73.2, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.84" }, "LEG": { "value": 48.3, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; legacy completeness 0.94" }, "MOM": { "value": 49.7, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 4 }, { "unit_id": "group_blackpink", "name": "BLACKPINK", "debut_year": 2016, "status": "active", "member_ids": [ "idol_blackpink-rose", "idol_blackpink-jisoo", "idol_blackpink-lisa", "idol_blackpink-jennie" ], "columns": { "debut_year": { "value": 2016, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 19449796, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 17788031195, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 60000000, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "as reported: over 60 million | source-dated: 2026-07" }, "biggest_song_title": { "value": "How You Like That", "source": "Kworb Top Songs page (verified live Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "top track on the group's Kworb Top Songs page" }, "biggest_song_streams": { "value": 1292361310, "source": "Streaming index (Sep 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kept existing Kworb-verified 1.29B (newer than Jan 2026 \"1.21B+\" figure)." }, "songs_over_1b_spotify": { "value": 2, "source": "Streaming index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "2 songs above 1B (Sep 2026 index)." }, "physical_sales_window_best": { "value": 1000000, "source": "Wikipedia Deadline (EP) / 0419 research", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "DEADLINE KMCA million-certified; exact sales figure not in opened sources" }, "biggest_tour_name": { "value": "Born Pink World Tour", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "also $281M per https://www.sportskeeda.com/us/k-pop/top-5-highest-grossing-k-pop-concerts-time; described as highest-grossing tour by a female group/Asian act (https://en.wikipedia.org/wiki/Blackpink) | shows: 66" }, "biggest_tour_gross": { "value": 330000000, "source": "Perplexity verify pass (sonar): Wikipedia list of highest-grossing concert tours by women", "observed": "2026-09-19", "confidence": "LOW", "note": "Updated: 2026 tour exceeds baseline tour. Conflict logged in data_gaps." }, "biggest_tour_year": { "value": "2022-2023", "source": "Perplexity verify pass (sonar): Wikipedia list of highest-grossing concert tours by women", "observed": "2026-09-19", "confidence": "LOW", "note": "Updated alongside biggest_tour_gross." }, "tour_gross_window": { "value": 277948620, "source": "Perplexity verify pass (sonar): BLACKPINK TOUR DATA (@BPTOURDATA) on X, 2026-09-18", "observed": "2026-09-19", "confidence": "LOW", "note": "This is an estimate from a tracker account, not an official audited gross." }, "mama_wins_total": { "value": 11, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "11 wins/37 noms per vi.wikipedia tally; another aggregator gave 8 \u2014 flagged, 11 kept." }, "mma_wins_total": { "value": 5, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "5 wins/25 noms per vi.wikipedia tally; another aggregator gave 4 \u2014 flagged, 5 kept." }, "musicshow_wins_career": { "value": 50, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "kpopbeen reports 125+ total award wins (all categories) | as reported: 50+ | source-dated: early 2026" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 1, "source": "K-pop Power Ranking 2026 research run (0436 agent) | corroborated Sep-19 by Billboard/artist chart history pages were not directly retrievable in the provided results", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "first Korean girl group to top the Billboard 200 (Sep 2022); also https://www.soompi.com/article/1547058wpp/blackpink-tops-8-billboard-charts-shut-down-joins-pink-venom-on-hot-100" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": 10, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "'Jump' (Jul 2025) was the 10th Hot 100 entry; most Hot 100 entries among Korean female acts | best-peak song: Ice Cream" }, "hot100_best_peak_career": { "value": 13, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "'Jump' (Jul 2025) was the 10th Hot 100 entry; most Hot 100 entries among Korean female acts | best-peak song: Ice Cream" }, "youtube_subs": { "value": 100000000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "Crossed 100M Feb 20\u201321, 2026 (replaces older 90M figure)." }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 585, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 822, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 1, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "#1 confirmed on the 2018, 2019 and 2021 girl-group lists' item cross-links (Sep 15, 2026)" }, "circle_digital_2025_best": { "value": "#18 \"JUMP\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 1, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Top K-pop Touring Artist 2023" }, "vma_wins": { "value": 5, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "working count: Song of Summer 2020, Best Metaverse Performance 2022, Group of the Year 2023, Best Choreography 2023, Best Group 2025" }, "news_since_2026_09_15": { "value": null, "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified group news since cutoff." } }, "market": { "MUS": { "value": 95.3, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (physical_sales_window_best, hot100_entries_career); verified-fresh share 0/2" }, "STG": { "value": 77.4, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 2/5" }, "FAN": { "value": 99.0, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (spotify_followers, youtube_subs); verified-fresh share 0/2" }, "LEG": { "value": 43.5, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/5" }, "MOM": { "value": 94.3, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": 72.3, "ovr_confidence": "MEDIUM", "data_gaps": [ "CONFLICT biggest_tour_gross: baseline 281033955 vs Sep-19 330000000 (Wikipedia list of highest-grossing concert tours by women).", "CONFLICT-FLAGGED-BY-MODEL biggest_tour_gross_usd: a=330000000 b=331800000", "CONFLICT-FLAGGED-BY-MODEL tour_gross_window: a=277948620 estimate from tracker account b=331800000 historical Born Pink tour gross cited in secondary coverage", "UNFILLED daesangs_career: still null after Sep-19 pass.", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED instagram_followers: still null after Sep-19 pass.", "UNFILLED tiktok_followers: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 78.8, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 1.0" }, "STG": { "value": 42.9, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; stage completeness 1.0" }, "FAN": { "value": 54.5, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; fandom completeness 1.0" }, "LEG": { "value": 46.7, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; legacy completeness 0.78" }, "MOM": { "value": 43.2, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Rare", "rank_v1": 2 }, { "unit_id": "group_aespa", "name": "aespa", "debut_year": 2020, "status": "active", "member_ids": [ "idol_aespa-giselle", "idol_aespa-karina", "idol_aespa-ningning", "idol_aespa-winter" ], "columns": { "debut_year": { "value": 2020, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 11217037, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 5854095525, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 11900000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Drama", "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 503002974, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1126000, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure (Rich Man)" }, "biggest_tour_name": { "value": "Synk: Aexis Line (2025 North America/Europe leg)", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure (138,000 fans); calendar-year figure, not a verified full-tour total | shows: 15 | source-dated: 2025-12" }, "biggest_tour_gross": { "value": 18000000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure (138,000 fans); calendar-year figure, not a verified full-tour total | shows: 15 | source-dated: 2025-12 | as reported: $18M" }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): BroadwayWorld, 2026-04-27", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": 18000000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "SYNK: aeXis Line $18M (15 shows, 138K; #10 K-pop tour 2025)" }, "mama_wins_total": { "value": 8, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 16, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 54, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": 16, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "16 daesangs (Sep 2026 index)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent) | corroborated Sep-19 by Music Charts Archive, 2026-09-05", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 5, "source": "Perplexity verify pass (sonar): Music Charts Archive, 2026-09-05", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Savage, Girls, MY WORLD, Drama, Armageddon." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 8880000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "8.88M, Sep 2026." }, "instagram_followers": { "value": 16900000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "16.9M, Sep 2026." }, "tiktok_followers": { "value": 18000000, "source": "Awards/social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "18M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 586, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 787, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#2 \"Whiplash\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "HIGH", "note": "also Supernova #20, UP (KARINA) #36, Dirty Work #49, Armageddon #70, Rich Man #95" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ { "event": "North American leg of the SYNK : COMPL\u00e6XITY world tour continued with Hamilton listed for Sep 15, 2026", "date": "2026-09-15", "source": "K-POP Fan Hub, 2026-09-17" }, { "event": "Ticketmaster blog listed upcoming tour dates in the U.S. after Sep 15, 2026, including Belmont Park, Washington, Atlanta, Miami, and Dallas", "date": "2026-09-15", "source": "Ticketmaster Blog, 2026-09-15" }, { "event": "BroadwayWorld reported aespa released solo tracks tied to the 2026-27 world tour and listed upcoming North America dates", "date": "2026-09-14", "source": "BroadwayWorld, 2026-09-14" } ], "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "3 verified item(s) since 2026-09-15." } }, "market": { "MUS": { "value": 84.6, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (physical_sales_window_best, bb200_entries_career); verified-fresh share 1/2" }, "STG": { "value": 76.1, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/5" }, "FAN": { "value": 89.8, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 1/4" }, "LEG": { "value": 21.1, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/6" }, "MOM": { "value": 94.8, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": 60.2, "ovr_confidence": "MEDIUM", "data_gaps": [ "CONFLICT biggest_tour_name: baseline Synk: Aexis Line (2025 North America/Europe leg) vs Sep-19 2026-27 aespa LIVE TOUR - SYNK : COMPL\u00e6XITY (BroadwayWorld, 2026-04-27).", "RESOLUTION-PENDING biggest_tour_name: kept baseline Synk: Aexis Line (2025 North America/Europe leg).", "x_followers: Sep-19 pass returned suspect value '4567' from 'X account aespaOnSpotify, 2026-09-18' -- likely wrong account; kept null. Needs official-account verification.", "CONFLICT-FLAGGED-BY-MODEL bb200_no1_albums_career: a=0 b=1+ claims in some secondary compilations not verified here", "CONFLICT-FLAGGED-BY-MODEL biggest_tour_year: a=2026 b=2027 (tour title spans 2026-27)", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass.", "UNFILLED ranker_group_rank: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [49,59]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 61.4, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 1.0" }, "STG": { "value": 39.0, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; stage completeness 1.0" }, "FAN": { "value": 77.3, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.74" }, "LEG": { "value": 36.3, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; legacy completeness 0.62" }, "MOM": { "value": 79.9, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; momentum completeness 1.0" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 7 }, { "unit_id": "group_twice", "name": "TWICE", "debut_year": 2015, "status": "active", "member_ids": [ "idol_twice-momo", "idol_twice-jihyo", "idol_twice-nayeon", "idol_twice-chaeyoung", "idol_twice-dahyun", "idol_twice-jeongyeon", "idol_twice-mina", "idol_twice-sana", "idol_twice-tzuyu" ], "columns": { "debut_year": { "value": 2015, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 14927902, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 12967654712, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 20000000, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "stale; current figure not verified | as reported: 20M | source-dated: 2024" }, "biggest_song_title": { "value": "What is Love?", "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 696761094, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 765171, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": "Ready To Be World Tour", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "was listed as ongoing at article time; 1.15M attendees | shows: 45" }, "biggest_tour_gross": { "value": 141200000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "was listed as ongoing at article time; 1.15M attendees | shows: 45 | as reported: $141.2M" }, "biggest_tour_year": { "value": 2023, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "years: 2023-2024" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in window (Ready To Be $141.2M is a career figure, not window)" }, "mama_wins_total": { "value": 17, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 5, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 126, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "126 (replaces older 121; newer index)." }, "daesangs_career": { "value": 14, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 18+ broad (https://www.comingsoon.net/k-pop/news/1552835-k-pop-what-is-daesang), 5 major-5 (https://forum.allkpop.com/thread/132534-k-pop-groups-with-the-most-daesangs-of-all-time-major-awards-shows/) | scope: broad | source-dated: 2026-01" }, "bb200_no1_albums_career": { "value": 1, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "source-dated: 2024-03" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career data not verified: verified Hot 100 entries include The Feels, Moonlight Sunrise, Set Me Free; total count not verified in an opened source Gap-fill: total Hot 100 entries N/A (first entry The Feels, peak 83). Gap-fill: total Hot 100 entries N/A (first entry The Feels, peak 83)." }, "hot100_best_peak_career": { "value": 83, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "First Hot 100 entry \"The Feels\", peak 83; total entries N/A." }, "youtube_subs": { "value": 10000000, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "as reported: 10M+ | source-dated: 2026" }, "instagram_followers": { "value": 29940000, "source": "Social/awards index (Sep 2026) | corroborated Sep-19 by Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "29.94M, Sep 2026 (replaces older 35M figure)." }, "tiktok_followers": { "value": 27000000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "27M (Jul 2025 figure)." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 554, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 797, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ { "event": "TWICE official site announced a Japanese special vinyl release for the WORLD TOUR FINALE in SEOUL - LIVE", "date": "2026-09-15", "source": "TWICE Official Site, 2026-09-15" }, { "event": "JYP/TWICE official site listed the grand opening of JYP FLAGSHIP TOKYO", "date": "2026-09-16", "source": "TWICE Official Site, 2026-09-16" }, { "event": "TWICE official site posted a system maintenance notice", "date": "2026-09-18", "source": "TWICE Official Site, 2026-09-18" } ], "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "3 verified item(s) since 2026-09-15." } }, "market": { "MUS": { "value": 88.8, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 77.7, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (biggest_tour_gross, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/4" }, "FAN": { "value": 92.0, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 1/4" }, "LEG": { "value": 29.0, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 91.8, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 58.1, "high": 70.1 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT tiktok_followers: baseline 27000000 vs Sep-19 30900000 (Chartmetric, 2026-09-18).", "RESOLUTION-PENDING tiktok_followers: kept baseline 27000000; needs named-source verification.", "x_followers: Sep-19 pass returned suspect value '10K' from 'Chartmetric, 2026-09-18' -- likely wrong account; kept null. Needs official-account verification.", "CONFLICT spotify_followers: baseline 20000000 vs Sep-19 25700000 (Chartmetric, 2026-09-18).", "RESOLUTION spotify_followers: kept baseline 20000000 (daily fluctuation vs 25700000 Sep-19).", "CONFLICT-FLAGGED-BY-MODEL status: a=active b=hiatus/disbanded", "UNFILLED tour_gross_window: still null after Sep-19 pass.", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass.", "UNFILLED ranker_group_rank: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [48,58]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 67.8, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 0.92" }, "STG": { "value": 47.5, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; stage completeness 1.0" }, "FAN": { "value": 66.0, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.89" }, "LEG": { "value": 41.1, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; legacy completeness 0.69" }, "MOM": { "value": 43.4, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 5 }, { "unit_id": "group_txt", "name": "TXT", "debut_year": 2019, "status": "active", "member_ids": [ "idol_txt-yeonjun", "idol_txt-soobin", "idol_txt-beomgyu", "idol_txt-taehyun", "idol_txt-huening-kai" ], "columns": { "debut_year": { "value": 2019, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 6500000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "proxy/third-party social analytics, not official account metric" }, "spotify_total_streams_kworb": { "value": 7322613659, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 13300000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "proxy/third-party social analytics, not official account metric" }, "biggest_song_title": { "value": "0X1=LOVESONG", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 343670928, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1802000, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": "ACT: TOMORROW (2025)", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; 485,000 attendees | shows: 39 | source-dated: 2025-12" }, "biggest_tour_gross": { "value": 64300000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; 485,000 attendees | shows: 39 | source-dated: 2025-12 | as reported: $64.3M" }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): Yonhap, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "tour_gross_window": { "value": 64300000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "ACT:TOMORROW $64.3M (39 shows, 485K; #6 K-pop 2025)" }, "mama_wins_total": { "value": 6, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "6 (provisional)." }, "mma_wins_total": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "At least 1 (reported as \u22651)." }, "musicshow_wins_career": { "value": 23, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "1 identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 1, "source": "K-pop Power Ranking 2026 research run (0436 agent) | corroborated Sep-19 by Billboard, career chart history", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. Best peak No.2; entry count N/A." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 13800000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "13.8M, Sep 2026." }, "instagram_followers": { "value": 18570000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "18.57M, Sep 2026." }, "tiktok_followers": { "value": 28450000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Reported as 28.4\u201328.5M range, Sep 2026." }, "x_followers": { "value": 15200000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "proxy/third-party social analytics, not official account metric" }, "kpopscore_30d": { "value": 542, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 752, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 5, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ { "event": "Announced fifth world tour, STEAL THE WIND, starting with three Seoul concerts in November 2026", "date": "2026-09-15", "source": "Kyunghyang Sports, 2026-09-15" }, { "event": "Official Japanese site announced STEAL THE WIND tour in Japan", "date": "2026-09-16", "source": "TOMORROW X TOGETHER OFFICIAL SITE, 2026-09-16" } ], "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2 verified item(s) since 2026-09-15." } }, "market": { "MUS": { "value": 94.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 62.6, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/5" }, "FAN": { "value": 91.8, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 2/5" }, "LEG": { "value": 19.1, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/6" }, "MOM": { "value": 92.3, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 1/2" } }, "market_ovr": { "low": 52.8, "high": 64.8 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT biggest_tour_name: baseline ACT: TOMORROW (2025) vs Sep-19 STEAL THE WIND (Yonhap, 2026-09-14).", "RESOLUTION-PENDING biggest_tour_name: kept baseline ACT: TOMORROW (2025).", "CONFLICT-FLAGGED-BY-MODEL physical_sales_best: a=1,802,000 baseline b=unverified from named source in gathered material", "CONFLICT-FLAGGED-BY-MODEL biggest_tour_gross_usd: a=$64.3M baseline b=unverified from named source in gathered material", "CONFLICT-FLAGGED-BY-MODEL mama_wins_total: a=6 baseline b=unverified from named source in gathered material", "CONFLICT-FLAGGED-BY-MODEL daesangs_career: a=1 baseline b=unverified from named source in gathered material", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [46,56]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 42.1, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; music completeness 0.58" }, "STG": { "value": 82.1, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; stage completeness 0.89" }, "FAN": { "value": 85.4, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.84" }, "LEG": { "value": 16.6, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; legacy completeness 0.69" }, "MOM": { "value": 41.6, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 10 }, { "unit_id": "group_enhypen", "name": "ENHYPEN", "debut_year": 2020, "status": "active", "member_ids": [ "idol_enhypen-heeseung", "idol_enhypen-jake", "idol_enhypen-jay", "idol_enhypen-jungwon", "idol_enhypen-ni-ki", "idol_enhypen-sunghoon", "idol_enhypen-sunoo" ], "columns": { "debut_year": { "value": 2020, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "sweep table says 7; a separate Sep 2026 note claimed Heeseung departed early 2026 leaving 6 - unverified, see conflicts" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "sweep table says 7; a separate Sep 2026 note claimed Heeseung departed early 2026 leaving 6 - unverified, see conflicts | Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 10929169, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 7829610892, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 15900000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Bite Me", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 533801341, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 14, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 2099514, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle monthly #1 Jun 2025" }, "biggest_tour_name": { "value": "Walk the Line World Tour", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end Top Tours No.37; 556,000 tickets | shows: 25 | source-dated: 2025-12" }, "biggest_tour_gross": { "value": 76100000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end Top Tours No.37; 556,000 tickets | shows: 25 | source-dated: 2025-12 | as reported: $76.1M" }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): MK, 2026-09-16", "observed": "2026-09-19", "confidence": "LOW", "note": "Tour activity reported for 2026." }, "tour_gross_window": { "value": 76100000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "WALK THE LINE $76.1M (25 shows, 556K; Top Tours #37)" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): career daesang count not available | recent grand prizes: Album of the Year, 1st D Awards (2025) for Romance: Untold \u2014 https://en.wikipedia.org/wiki/D_Awards; Artist of the Year, 2nd D Awards (2026) \u2014 https://en.wikipedia.org/wiki/D_Awards" }, "bb200_no1_albums_career": { "value": 1, "source": "K-pop Power Ranking 2026 research run (0436 agent) | corroborated Sep-19 by Billboard coverage via INKL, 2026-09-12", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2026 No.1" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 14400000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "instagram_followers": { "value": 22400000, "source": "Index (Sep 2026) | corroborated Sep-19 by Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "22.4M, Sep 2026." }, "tiktok_followers": { "value": 34000000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "34M, Sep 2026." }, "x_followers": { "value": 13700000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "kpopscore_30d": { "value": 695, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 681, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 3, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ { "event": "ENHYPEN\u2019s album 'THE SIN : BLISS' continued charting on the Billboard 200, holding No. 41 in the Sept. 15 chart update after debuting at No. 1.", "date": "2026-09-16", "source": "MK, 2026-09-16" }, { "event": "The group\u2019s current world tour 'ENHYPEN WORLD TOUR 'BLOOD SAGA'' was reported as continuing, with Macau and Japan dome dates mentioned for the next leg.", "date": "2026-09-16", "source": "MK, 2026-09-16" } ], "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2 verified item(s) since 2026-09-15." } }, "market": { "MUS": { "value": 95.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 92.3, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (biggest_tour_gross, tour_gross_window); verified-fresh share 0/2" }, "FAN": { "value": 92.3, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 4/5" }, "LEG": { "value": 18.9, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/5" }, "MOM": { "value": 94.3, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 57.7, "high": 69.7 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT biggest_tour_name: baseline Walk the Line World Tour vs Sep-19 ENHYPEN WORLD TOUR 'BLOOD SAGA' (MK, 2026-09-16).", "RESOLUTION-PENDING biggest_tour_name: kept baseline Walk the Line World Tour.", "CONFLICT tiktok_followers: baseline 34000000 vs Sep-19 35600000 (Chartmetric, 2026-09-16).", "RESOLUTION-PENDING tiktok_followers: kept baseline 34000000; needs named-source verification.", "CONFLICT-FLAGGED-BY-MODEL status/member lineup: a=Six-member active group: Jungwon, Jay, Jake, Sunghoon, Sunoo, Ni-Ki b=Some search results incorrectly claim Heeseung departed and the group reorganized as six members after March 2026", "CONFLICT-FLAGGED-BY-MODEL bb200_no1_albums_career: a=1 b=No conflicting reliable source found in gathered results; only one verified count surfaced", "CONFLICT-FLAGGED-BY-MODEL biggest_tour_gross_usd: a=null b=Baseline value 76100000 could not be independently verified from a named source in gathered results", "UNFILLED mama_wins_total: still null after Sep-19 pass.", "UNFILLED mma_wins_total: still null after Sep-19 pass.", "UNFILLED musicshow_wins_career: still null after Sep-19 pass.", "UNFILLED daesangs_career: still null after Sep-19 pass.", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [44,54]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 59.6, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; music completeness 0.83" }, "STG": { "value": 60.8, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; stage completeness 0.89" }, "FAN": { "value": 72.2, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.84" }, "LEG": { "value": 7.7, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; legacy completeness 0.34" }, "MOM": { "value": 79.2, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; momentum completeness 1.0" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 6 }, { "unit_id": "group_ateez", "name": "ATEEZ", "debut_year": 2018, "status": "active", "member_ids": [ "idol_ateez-hongjoong", "idol_ateez-jongho", "idol_ateez-mingi", "idol_ateez-san", "idol_ateez-seonghwa", "idol_ateez-wooyoung", "idol_ateez-yeosang", "idol_ateez-yunho" ], "columns": { "debut_year": { "value": 2018, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 7337795, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026) | corroborated Sep-19 by Music Metrics Vault, 2026-09-06", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 4185420661, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 6300000, "source": "Perplexity verify pass (sonar): Music Metrics Vault, 2026-09-06", "observed": "2026-09-19", "confidence": "LOW", "note": "Third-party statistics site; not official Spotify page." }, "biggest_song_title": { "value": "BOUNCY", "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 195671302, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 639849, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": "2025 World Tour [In Your Fantasy]", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; 400,000 fans | shows: 28 | source-dated: 2025-12" }, "biggest_tour_gross": { "value": 70000000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; 400,000 fans | shows: 28 | source-dated: 2025-12 | as reported: $70M" }, "biggest_tour_year": { "value": "2026", "source": "Perplexity verify pass (sonar): Asia Artist Awards / KQ Entertainment announcement, 2025-09-09", "observed": "2026-09-19", "confidence": "HIGH", "note": "Tour dates and rollout correspond to 2026." }, "tour_gross_window": { "value": 70000000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "IN YOUR FANTASY $70M (28 shows, 400K; #5 K-pop 2025)" }, "mama_wins_total": { "value": 5, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "5 (provisional)." }, "mma_wins_total": { "value": 1, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": 3, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "3 identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 3, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "first non-Big-4 boy group to top the chart" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. Multiple Billboard 200 entries, best No.1; entry count N/A." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 6000000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "6M+ (rounded), Sep 2026." }, "instagram_followers": { "value": 11820000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "11.82M, Sep 2026." }, "tiktok_followers": { "value": 10700000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "10.7M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 557, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 626, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 6, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ { "event": "JAPAN 5TH SINGLE BAD (Japanese Ver.) offline event scheduled in Osaka", "date": "2026-09-05", "source": "ATEEZ official platform, 2026-09-01" }, { "event": "ATEEZ appeared at The Fact Music Awards 2026", "date": "2026-09-19", "source": "setlist.fm, 2026-09-15" }, { "event": "ATEEZ appeared at Asia Top Artist Festival 2026", "date": "2026-09-20", "source": "setlist.fm, 2026-09-15" } ], "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "3 verified item(s) since 2026-09-15." } }, "market": { "MUS": { "value": 87.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 61.9, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (biggest_tour_gross, tour_gross_window, mama_wins_total, mma_wins_total); verified-fresh share 0/4" }, "FAN": { "value": 87.2, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 1/4" }, "LEG": { "value": 28.0, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 89.2, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 1/2" } }, "market_ovr": { "low": 54.1, "high": 66.1 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT biggest_tour_name: baseline 2025 World Tour [In Your Fantasy] vs Sep-19 IN YOUR FANTASY (Asia Artist Awards / KQ Entertainment announcement, 2025-09-09).", "RESOLUTION-PENDING biggest_tour_name: kept baseline 2025 World Tour [In Your Fantasy].", "CONFLICT daesangs_career: baseline 3 vs Sep-19 4 (MK and Allkpop, 2026-02-15).", "RESOLUTION-PENDING daesangs_career: kept baseline 3; Sep-19 reports 4 (MK and Allkpop, 2026-02-15). Verify against Billboard / year-end 2026 awards.", "CONFLICT-FLAGGED-BY-MODEL daesangs_career: a=3 (baseline value provided by user) b=4 (MK / Allkpop coverage of Hanteo Music Awards 2025)", "UNFILLED musicshow_wins_career: still null after Sep-19 pass.", "UNFILLED bb200_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED x_followers: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [42,52]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 48.9, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; music completeness 0.83" }, "STG": { "value": 59.8, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; stage completeness 0.89" }, "FAN": { "value": 71.4, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; fandom completeness 0.84" }, "LEG": { "value": 24.1, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; legacy completeness 0.62" }, "MOM": { "value": 38.9, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 8 }, { "unit_id": "group_exo", "name": "EXO", "debut_year": 2012, "status": "active", "member_ids": [ "idol_exo-baekhyun", "idol_exo-chanyeol", "idol_exo-suho", "idol_exo-chen", "idol_exo-d-o", "idol_exo-lay", "idol_exo-kai", "idol_exo-kris", "idol_exo-luhan", "idol_exo-sehun", "idol_exo-tao", "idol_exo-xiumin" ], "columns": { "debut_year": { "value": 2012, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "nine-member identity; comeback participation varies (CBX dispute)" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "nine-member identity; comeback participation varies (CBX dispute) | Re-verified active 2026-09-19." }, "spotify_monthly_listeners": { "value": 4913142, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026) | corroborated Sep-19 by Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 4043310152, "source": "Kworb", "observed": "2026-09-13", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. No feature-credit streams." }, "spotify_followers": { "value": 10500000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Love Shot", "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 457955029, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window releases (CBX dispute); no window figures surfaced" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 16, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "16 wins/39 noms (en.wikipedia tally)." }, "mma_wins_total": { "value": 17, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "17 wins/36 noms (en.wikipedia tally)." }, "musicshow_wins_career": { "value": 119, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Kept existing 119 (newer than \"100+ as of Jan 2019\" floor)." }, "daesangs_career": { "value": 23, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "23 daesangs as of January 2019 (value unchanged; note now dated)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent) | corroborated Sep-19 by unverified", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 4, "source": "Perplexity verify pass (sonar): Billboard, 2019-12-12", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 9900000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "instagram_followers": { "value": 10800000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tiktok_followers": { "value": 6800000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "x_followers": { "value": 14400000, "source": "Perplexity verify pass (sonar): Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "kpopscore_30d": { "value": 467, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 654, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 9, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window releases (CBX dispute); no window figures surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": null, "source": "Perplexity verify pass (sonar), 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified group news since cutoff." } }, "market": { "MUS": { "value": 69.9, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (bb200_entries_career); verified-fresh share 1/1" }, "STG": { "value": 81.2, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 89.0, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 26.5, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/6" }, "MOM": { "value": 88.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 1/1" } }, "market_ovr": { "low": 53.9, "high": 65.9 }, "ovr_confidence": "LOW", "data_gaps": [ "UNFILLED physical_sales_window_best: still null after Sep-19 pass.", "UNFILLED biggest_tour_name: still null after Sep-19 pass.", "UNFILLED biggest_tour_gross: still null after Sep-19 pass.", "UNFILLED biggest_tour_year: still null after Sep-19 pass.", "UNFILLED tour_gross_window: still null after Sep-19 pass.", "UNFILLED hot100_entries_career: still null after Sep-19 pass.", "UNFILLED hot100_best_peak_career: still null after Sep-19 pass.", "UNFILLED circle_digital_2025_best: still null after Sep-19 pass.", "MARKET-OVR RANGE: one or more dimensions below MEDIUM confidence -> ovr given as range [40,50]." ], "batch": 1, "worker_market_v0": { "MUS": { "value": 52.6, "confidence": "HIGH", "basis": "verified build 2026-09-15 dims; music completeness 0.92" }, "STG": { "value": 5.9, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; stage completeness 0.61" }, "FAN": { "value": 84.6, "confidence": "LOW", "basis": "verified build 2026-09-15 dims; fandom completeness 0.11" }, "LEG": { "value": 46.4, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; legacy completeness 0.88" }, "MOM": { "value": 25.1, "confidence": "MEDIUM", "basis": "verified build 2026-09-15 dims; momentum completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 9 }, { "unit_id": "group_ive", "name": "IVE", "debut_year": 2021, "status": "active", "member_ids": [ "idol_ive_gaeul", "idol_ive_leeseo", "idol_ive_liz", "idol_ive_rei", "idol_ive_wonyoung", "idol_ive_yujin" ], "columns": { "debut_year": { "value": 2021, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "verified 2026-09-19: IVE is listed as a six-member active girl group under Starship Entertainment in recent 2026 group profiles and chart/sta" }, "spotify_monthly_listeners": { "value": 5771278, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3600019035, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 7700000, "source": "Chartmetric IVE artist stats (Spotify followers 7.7M)[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "gap-filled" }, "biggest_song_title": { "value": "LOVE DIVE", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 508404586, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 11, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1048048, "source": "0419 research (S12)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "EMPATHY Hanteo first week 1,048,048 | verified 2026-09-19 (Perplexity): 2026 IVE profile/achievement summaries reporting a best physical-sales window of 1,048,048[8]" }, "biggest_tour_name": { "value": "SHOW WHAT I HAVE", "source": "Billboard coverage of IVE's SHOW WHAT I HAVE tour[4]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "gap-filled" }, "biggest_tour_gross": { "value": 10800000, "source": "Billboard Boxscore-reported gross for SHOW WHAT I HAVE: $10.8 million[4]", "observed": "2026-09-19", "confidence": "HIGH", "note": "gap-filled" }, "biggest_tour_year": { "value": 2025, "source": "Billboard coverage states the tour gross was over 10 performances in that year[4]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "gap-filled" }, "tour_gross_window": { "value": 10800000, "source": "Billboard Boxscore-reported gross for SHOW WHAT I HAVE; no separate Sep-2025 to Sep-2026 window figure was published in the available source[4]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "gap-filled" }, "mama_wins_total": { "value": 10, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): 2026 IVE group profile/achievement summaries citing 10 MAMA wins[8]" }, "mma_wins_total": { "value": 13, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): 2026 IVE group profile/achievement summaries citing 13 MMA wins[8]" }, "musicshow_wins_career": { "value": 84, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): 2026 IVE group profile/achievement summaries citing 84 music-show wins[8]" }, "daesangs_career": { "value": 4, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "stale cutoff; current count higher (multiple 2024 Song of the Year daesangs not quantified in opened sources) | scope: major-5 | verified 2026-09-19 (Perplexity): 2026 IVE group profile/achievement summaries citing 4 daesangs[8]" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | verified 2026-09-19 (Perplexity): No Billboard 200 No. 1 album is listed in the available 2026 profile/chart summary sources[4][8]" }, "bb200_entries_career": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "hot100_entries_career": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "hot100_best_peak_career": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "youtube_subs": { "value": 5200000, "source": "Chartmetric IVE artist stats (YouTube subscribers 5.2M)[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "instagram_followers": { "value": 7000000, "source": "Chartmetric IVE artist stats (Instagram followers 7M)[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "tiktok_followers": { "value": 12300000, "source": "Chartmetric IVE artist stats (TikTok followers 12.3M)[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "x_followers": { "value": 1900000, "source": "Chartmetric IVE artist stats (X followers 1.9M)[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "kpopscore_30d": { "value": 546, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 787, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#8 \"REBEL HEART\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "HIGH", "note": "also ATTITUDE #31, I AM #55, XOXZ #91, HEYA #100" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026-09-15": { "value": "none found", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_note": { "value": "Most recent major world tour: SHOW WHAT I HAVE; Billboard reported a Boxscore gross of $10.8 million over 10 performances[4].", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" } }, "market": { "MUS": { "value": 90.9, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 76.7, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (biggest_tour_gross, tour_gross_window, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 2/5" }, "FAN": { "value": 85.8, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 15.6, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 92.9, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 52.2, "high": 64.2 }, "ovr_confidence": "LOW", "data_gaps": [ "unfilled: ranker_group_rank \u2014 no published source found (2026-09-19)", "unfilled: bb200_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_best_peak_career \u2014 no published source found (2026-09-19)", "market_ovr shown as range (completeness_avg 0.79) \u2014 refine with higher-confidence fills" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 56, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 1.0); Perplexity-verified figures" }, "STG": { "value": 25, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.67); Perplexity-verified figures" }, "FAN": { "value": 57, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.74); Perplexity-verified figures" }, "LEG": { "value": 27, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.69); Perplexity-verified figures" }, "MOM": { "value": 72, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83); Perplexity-verified figures" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 11 }, { "unit_id": "group_newjeans", "name": "NewJeans", "debut_year": 2022, "status": "hiatus (disputed)", "member_ids": [ "idol_newjeans_danielle", "idol_newjeans_haerin", "idol_newjeans_hanni", "idol_newjeans_hyein", "idol_newjeans_minji" ], "columns": { "debut_year": { "value": 2022, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Danielle former (ADOR terminated Dec 29 2025); Haerin, Hyein, Hanni returned; Minji unresolved as of Sep 15 2026; effectively 4, no group activity ~9 months" }, "status": { "value": "hiatus (disputed)", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Danielle former (ADOR terminated Dec 29 2025); Haerin, Hyein, Hanni returned; Minji unresolved as of Sep 15 2026; effectively 4, no group activity ~9 months | verified 2026-09-19: NewJeans remained in an active ADOR/HYBE legal dispute as of Sep. 2026, with reports noting no full-group return and Min" }, "spotify_monthly_listeners": { "value": 13659088, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 8112234275, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-13", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-13; verified live method flag" }, "spotify_followers": { "value": 13500000, "source": "Chartmetric artist page refreshed Sep. 18, 2026 lists NewJeans Spotify followers at 13.5M.[2]", "observed": "2026-09-19", "confidence": "HIGH", "note": "gap-filled" }, "biggest_song_title": { "value": "Super Shy", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 900048067, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Kworb figure, Sep 4, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "Perplexity verify 2026-09-19: No reliable published best first-week/single-album physical-sales source found in the gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "N/A: no group activity in window" }, "mama_wins_total": { "value": null, "source": "Perplexity verify 2026-09-19: No reliable published career-total source found in the gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "mma_wins_total": { "value": null, "source": "Perplexity verify 2026-09-19: No reliable published career-total source found in the gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "musicshow_wins_career": { "value": 35, "source": "chukkae.com, 2026-09-17", "observed": "2026-09-19", "confidence": "HIGH", "note": "Artist profile states NewJeans has 35 music show wins." }, "daesangs_career": { "value": 6, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "multiple Song of the Year daesangs (Ditto, How Sweet) per https://kpopbeen.com/k-pop-groups-with-most-awards/ | scope: major-5 | verified 2026-09-19 (Perplexity): Widely cited awards tallies for NewJeans career daesangs; no newer counter-source found in the gathe" }, "bb200_no1_albums_career": { "value": 1, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "source-dated: 2023-08" }, "bb200_entries_career": { "value": 1, "source": "Billboard, 2023-08-03", "observed": "2026-09-19", "confidence": "HIGH", "note": "Get Up was NewJeans' inaugural Billboard 200 entry and debuted at No. 1." }, "hot100_entries_career": { "value": 5, "source": "Yonhap News Agency, 2023-08-03", "observed": "2026-09-19", "confidence": "HIGH", "note": "Yonhap reported five career Hot 100 entries at that time." }, "hot100_best_peak_career": { "value": null, "source": "Perplexity verify 2026-09-19: No reliable published peak-position source found in the gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "youtube_subs": { "value": 8640000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "8.64M, Sep 2026." }, "instagram_followers": { "value": 12800000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "12.8M, Sep 2026." }, "tiktok_followers": { "value": 14200000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "~14.2M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 571, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 711, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#35 \"How Sweet\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "also Hype Boy #45, Ditto #64, Supernatural #79 (catalog, inactive in window)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 1, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Top Global K-pop Artist 2023" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026-09-15": { "value": "none found", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_note": { "value": "No published tour or tour-gross data found in the gathered results; NewJeans is not shown here with a documented grossing tour.", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" } }, "market": { "MUS": { "value": 52.4, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 2/2" }, "STG": { "value": 70.2, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (musicshow_wins_career); verified-fresh share 1/1" }, "FAN": { "value": 89.2, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 1/4" }, "LEG": { "value": 26.0, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 92.5, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, circle_digital_2025_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 50.0, "high": 62.0 }, "ovr_confidence": "LOW", "data_gaps": [ "CONFLICT: hot100_entries_career baseline=5 vs Perplexity 2026-09-19 could not verify ('No reliable published career-total source found in the gathered results') \u2014 set null pending re-verification", "CONFLICT: hot100_best_peak_career baseline=48 vs Perplexity 2026-09-19 could not verify ('No reliable published peak-position source found in the gathered results') \u2014 set null pending re-verification", "unfilled: physical_sales_window_best \u2014 no published source found (2026-09-19)", "unfilled: biggest_tour_name \u2014 no published source found (2026-09-19)", "unfilled: biggest_tour_gross \u2014 no published source found (2026-09-19)", "unfilled: biggest_tour_year \u2014 no published source found (2026-09-19)", "unfilled: tour_gross_window \u2014 no published source found (2026-09-19)", "unfilled: mama_wins_total \u2014 no published source found (2026-09-19)", "unfilled: mma_wins_total \u2014 no published source found (2026-09-19)", "unfilled: musicshow_wins_career \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: bb200_entries_career \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: hot100_entries_career \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: hot100_best_peak_career \u2014 no published source found (2026-09-19)", "unfilled: x_followers \u2014 no published source found (2026-09-19)", "unfilled: ranker_group_rank \u2014 no published source found (2026-09-19)" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 64, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92); Perplexity-verified figures" }, "STG": { "value": 0, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.67); Perplexity-verified figures" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.32)" }, "LEG": { "value": 29, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.56); Perplexity-verified figures" }, "MOM": { "value": 41, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83); Perplexity-verified figures" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 13 }, { "unit_id": "group_bigbang", "name": "BIGBANG", "debut_year": 2006, "status": "active (trio)", "member_ids": [ "idol_bigbang_taeyang", "idol_bigbang_daesung", "idol_bigbang_g_dragon", "idol_bigbang_seungri", "idol_bigbang_t_o_p" ], "columns": { "debut_year": { "value": 2006, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "T.O.P left; Seungri retired; 2026 Coachella + 20th-anniversary tour" }, "status": { "value": "active (trio)", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "T.O.P left; Seungri retired; 2026 Coachella + 20th-anniversary tour | verified 2026-09-19: BIGBANG is described as an active trio featuring G-Dragon, Taeyang, and Daesung in recent coverage, with T.O.P and Seung" }, "spotify_monthly_listeners": { "value": 7177873, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": null, "source": "Kworb (Task 5)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no exact group Top Songs page surfaced (BIGBANG: only solo/track-history pages; GOT7: only Top Albums page; TVXQ: only chart-history page); URLs never constructed per method rules" }, "spotify_followers": { "value": 6700000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats lists BIGBANG Spotify followers at 6.7M." }, "biggest_song_title": { "value": "BANG BANG BANG - KR Ver.", "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Member solos excluded from group row." }, "biggest_song_streams": { "value": 428710877, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "Perplexity verify 2026-09-19: No named Gaon/Circle physical-sales figure was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "biggest_tour_name": { "value": "MADE World Tour", "source": "expansion batch-a: all-time highest-grossing K-pop tours (read 2026-09-14)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "66 shows, 2015\u201316; sportskeeda reports 1.32M tickets" }, "biggest_tour_gross": { "value": 147192512, "source": "expansion batch-a: all-time highest-grossing K-pop tours (read 2026-09-14)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "$147,192,512 (Pinkvilla); sportskeeda $147.1M | verified 2026-09-19 (Perplexity): Available results referenced the MADE World Tour as the biggest tour, matching the baseline figure" }, "biggest_tour_year": { "value": "2015\u201316", "source": "Pinkvilla", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "MADE (was \"2015\")." }, "tour_gross_window": { "value": null, "source": "Perplexity verify 2026-09-19: No verified Sep. 2025 to Sep. 2026 tour-gross figure was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "mama_wins_total": { "value": 13, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "13 wins/30 noms (en.wikipedia tally). | verified 2026-09-19 (Perplexity): Wikipedia summary of BIGBANG awards/facts in the search results" }, "mma_wins_total": { "value": 7, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "7 wins/24 noms (en.wikipedia tally). | verified 2026-09-19 (Perplexity): Wikipedia summary of BIGBANG awards/facts in the search results" }, "musicshow_wins_career": { "value": 98, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 102 (https://www.sportskeeda.com/pop-culture/5-k-pop-boy-groups-music-show-wins, May 2022) | source-dated: early 2026 | verified 2026-09-19 (Perplexity): Wikipedia summary of BIGBANG awards/facts in the search results" }, "daesangs_career": { "value": 15, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 13+ broad (https://www.comingsoon.net/k-pop/news/1552835-k-pop-what-is-daesang), 10 major-5 (https://forum.allkpop.com/thread/132534-k-pop-groups-with-the-most-daesangs-of-all-time-major-awards-shows/) | scope: broad | as reported: 15+ | source-dated: 2026-01 | verified 2026-09-19 (Perplexity): Wikipedia summary of BIGBANG awards/facts in the search results" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | verified 2026-09-19 (Perplexity): No Billboard 200 No. 1 album was indicated in the available results" }, "bb200_entries_career": { "value": null, "source": "Perplexity verify 2026-09-19: No published Billboard 200 entry count was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "hot100_entries_career": { "value": 0, "source": "No published Hot 100 entry was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "corrected from baseline None" }, "hot100_best_peak_career": { "value": null, "source": "Perplexity verify 2026-09-19: No published Hot 100 peak was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "youtube_subs": { "value": 16900000, "source": "YouTubeExtractor, 2026-09-06", "observed": "2026-09-19", "confidence": "HIGH", "note": "YouTube stats page lists BIGBANG at 16.9M subscribers." }, "instagram_followers": { "value": 4300000, "source": "Chartmetric artist page, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric lists BIGBANG's IG followers as 4.3M for the official account." }, "tiktok_followers": { "value": 327600, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats lists BIGBANG TikTok followers at 327.6K." }, "x_followers": { "value": 1600000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats lists BIGBANG X followers at 1.6M." }, "kpopscore_30d": { "value": 525, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 627, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 15, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Perplexity verify 2026-09-19: No 2025 Circle digital-chart peak was found in the available results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline None could not be confirmed; no published source found" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026-09-15": { "value": "Sep. 15, 2026 coverage says BIGBANG remains a trio and is planning commemorative 20th-anniversary activities and a world tour; no other verified releases or tour dates were confirmed in the available results[12].", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_note": { "value": "MADE World Tour is identified in the available results as BIGBANG\u2019s biggest tour, with a gross of 147,192,512, matching the baseline figure in the dataset.", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" } }, "market": { "MUS": { "value": 0.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (hot100_entries_career); verified-fresh share 1/1" }, "STG": { "value": 76.9, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (biggest_tour_gross, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/4" }, "FAN": { "value": 82.2, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 26.7, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 90.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 42.1, "high": 54.1 }, "ovr_confidence": "LOW", "data_gaps": [ "unfilled: spotify_total_streams_kworb \u2014 no published source found (2026-09-19)", "unfilled: spotify_followers \u2014 no published source found (2026-09-19)", "unfilled: physical_sales_window_best \u2014 no published source found (2026-09-19)", "unfilled: tour_gross_window \u2014 no published source found (2026-09-19)", "unfilled: bb200_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_best_peak_career \u2014 no published source found (2026-09-19)", "unfilled: circle_digital_2025_best \u2014 no published source found (2026-09-19)", "unfilled: youtube_subs \u2014 no published source found (2026-09-19)", "unfilled: instagram_followers \u2014 no published source found (2026-09-19)", "unfilled: tiktok_followers \u2014 no published source found (2026-09-19)", "unfilled: x_followers \u2014 no published source found (2026-09-19)" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 54, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.71); Perplexity-verified figures" }, "STG": { "value": 18, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 1.0); Perplexity-verified figures" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.11)" }, "LEG": { "value": 30, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.88); Perplexity-verified figures" }, "MOM": { "value": 34, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83); Perplexity-verified figures" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 23 }, { "unit_id": "group_le_sserafim", "name": "LE SSERAFIM", "debut_year": 2022, "status": "active", "member_ids": [ "idol_le_sserafim_chaewon", "idol_le_sserafim_eunchae", "idol_le_sserafim_garam", "idol_le_sserafim_kazuha", "idol_le_sserafim_sakura", "idol_le_sserafim_yunjin" ], "columns": { "debut_year": { "value": 2022, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "verified 2026-09-19: LE SSERAFIM is listed as a five-member active group on the official site; Kim Garam is not in the current lineup[14]." }, "spotify_monthly_listeners": { "value": 20025028, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 6612766885, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 10550000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "10.55M (Jul 11, 2026 figure)." }, "biggest_song_title": { "value": "ANTIFRAGILE", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 744839333, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline 694672 could not be confirmed; no published source found" }, "biggest_tour_name": { "value": "Easy Crazy Hot Tour (2025)", "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; ~250,000 attendees | shows: 27 | source-dated: 2025-12" }, "biggest_tour_gross": { "value": 34100000, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Billboard 2025 year-end figure; ~250,000 attendees | shows: 27 | source-dated: 2025-12 | as reported: $34.1M" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "years: None" }, "tour_gross_window": { "value": 34100000, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "HIGH", "note": "EASY CRAZY HOT $34.1M (27 shows; #1 girl-group tour 2025)" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched) | verified 2026-09-19 (Perplexity): no published source found in gathered results" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched) | verified 2026-09-19 (Perplexity): no published source found in gathered results" }, "musicshow_wins_career": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found in gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline 84 could not be confirmed; no published source found" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run | verified 2026-09-19 (Perplexity): no published source found in gathered results" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 5, "source": "Billboard, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Five LE SSERAFIM releases are identified as Billboard 200 entries in the gathered records." }, "hot100_entries_career": { "value": 3, "source": "Complex, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Gathered records indicate three career Billboard Hot 100 entries, including the 2026 chart entry at No. 50." }, "hot100_best_peak_career": { "value": null, "source": "Perplexity verify 2026-09-19: no published source found", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline 0 could not be confirmed; no published source found" }, "youtube_subs": { "value": 8190000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "8.19M (Jul 11, 2026 figure)." }, "instagram_followers": { "value": 11100000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "11.1M, Sep 2026." }, "tiktok_followers": { "value": 16300000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "16.3M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 599, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 755, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#46 \"HOT\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026-09-15": { "value": "none found", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_note": { "value": "Biggest tour is listed in the baseline as Easy Crazy Hot Tour (2025) grossing 34,100,000, but no independently verified published source was available in the gathered results.", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" } }, "market": { "MUS": { "value": 67.8, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 2/2" }, "STG": { "value": 88.2, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (biggest_tour_gross, tour_gross_window); verified-fresh share 0/2" }, "FAN": { "value": 88.8, "confidence": "MEDIUM", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 0/4" }, "LEG": { "value": 10.1, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 91.5, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, circle_digital_2025_best); verified-fresh share 0/2" } }, "market_ovr": 54.5, "ovr_confidence": "MEDIUM", "data_gaps": [ "CONFLICT: physical_sales_window_best baseline=694672 vs Perplexity 2026-09-19 could not verify ('no published source found') \u2014 set null pending re-verification", "unfilled: biggest_tour_year \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: bb200_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_best_peak_career \u2014 no published source found (2026-09-19)", "unfilled: mama_wins_total \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: mma_wins_total \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: musicshow_wins_career \u2014 no published source found (2026-09-19)", "unfilled: daesangs_career \u2014 no reliable published source to confirm baseline value (2026-09-19)", "unfilled: x_followers \u2014 no published source found (2026-09-19)", "unfilled: ranker_group_rank \u2014 no published source found (2026-09-19)" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 65, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92); Perplexity-verified figures" }, "STG": { "value": 51, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.89); Perplexity-verified figures" }, "FAN": { "value": 58, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.89); Perplexity-verified figures" }, "LEG": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.28)" }, "MOM": { "value": 56, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 1.0); Perplexity-verified figures" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 14 }, { "unit_id": "group_red_velvet", "name": "Red Velvet", "debut_year": 2014, "status": "active", "member_ids": [ "idol_red_velvet_joy", "idol_red_velvet_yeri", "idol_red_velvet_wendy", "idol_red_velvet_seulgi", "idol_red_velvet_irene" ], "columns": { "debut_year": { "value": 2014, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "verified 2026-09-19: Red Velvet is listed as active on current artist profile data; no departure or disbandment evidence found in the availab" }, "spotify_monthly_listeners": { "value": 7132083, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3853695588, "source": "Artist tools data shows total Spotify streams above 5.7B, but no KWORB source was available in the gathered results to verify the baseline exactly; treat baseline as unverified", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "corrected from baseline 3853695588" }, "spotify_followers": { "value": 10000000, "source": "Chartmetric lists Red Velvet Spotify followers at 10M on 2026-09-16.[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "gap-filled" }, "biggest_song_title": { "value": "Psycho", "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): Chart and streaming summaries in current sources still identify Psycho as Red Velvet's top standout " }, "biggest_song_streams": { "value": 570509804, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): Streaming summaries in current sources are consistent with Psycho as the group's biggest song; exact" }, "songs_over_1b_spotify": { "value": 0, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B. | verified 2026-09-19 (Perplexity): No Red Velvet song over 1B Spotify streams was found in the gathered sources" }, "physical_sales_window_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: no window release found" }, "biggest_tour_name": { "value": "R to V", "source": "Red Velvet's most recent world tour is identified as R to V in current sources; no larger tour name was found in the gathered results.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "gap-filled" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2023, "source": "R to V is the group\u2019s most recent world tour and is associated with 2023 in current public coverage; exact gross not published in gathered results.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "gap-filled" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 2, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): Current public award tallies commonly list Red Velvet with 2 MAMA wins; no contrary source found in " }, "mma_wins_total": { "value": 4, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "verified 2026-09-19 (Perplexity): Current public award tallies commonly list Red Velvet with 4 MMA wins; no contrary source found in c" }, "musicshow_wins_career": { "value": null, "source": "Perplexity verify 2026-09-19: Wikipedia/SM-entertainment-linked career summary not available in the gathered sources; no contrary source found in curr", "observed": "2026-09-19", "confidence": "LOW", "note": "baseline 85 could not be confirmed; no published source found" }, "daesangs_career": { "value": 10, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Restored pre-merge value of 10 after review: gap-fill (Sep 2026) only identified 1 daesang (subset, not a full career total) \u2014 weaker claim, kept the legacy total and recorded the new claim here. | verified 2026-09-19 (Perplexity): Current public award tallies commonly list Red Velvet with 10 daesangs; no contrary source found in " }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | verified 2026-09-19 (Perplexity): No Billboard 200 #1 album for Red Velvet is reflected in the gathered sources; no contrary source fo" }, "bb200_entries_career": { "value": 1, "source": "Soompi, 2024-08-13", "observed": "2026-09-19", "confidence": "HIGH", "note": "Cosmic was described as Red Velvet\u2019s first-ever Billboard 200 entry, debuting at No. 145." }, "hot100_entries_career": { "value": 0, "source": "Soompi, 2024-08-13", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "No verified Billboard Hot 100 entry for Red Velvet was found in the gathered sources." }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 5600000, "source": "Chartmetric lists Red Velvet YouTube subscribers at 5.6M on 2026-09-16.[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "instagram_followers": { "value": 11800000, "source": "PopFiltr lists Red Velvet Instagram followers at 11.8M.[3]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "tiktok_followers": { "value": 4200000, "source": "Chartmetric lists Red Velvet TikTok followers at 4.2M on 2026-09-16.[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "x_followers": { "value": 6200000, "source": "Chartmetric lists Red Velvet X followers at 6.2M on 2026-09-16.[1]", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "kpopscore_30d": { "value": 530, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | verified 2026-09-19 (Perplexity): No named source available in gathered results" }, "kpopscore_alltime": { "value": 660, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | verified 2026-09-19 (Perplexity): No named source available in gathered results" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | verified 2026-09-19 (Perplexity): No Grammy nomination source found in gathered results" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | verified 2026-09-19 (Perplexity): No Billboard Music Awards win source found in gathered results" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | verified 2026-09-19 (Perplexity): No MTV VMA win source found in gathered results" }, "news_since_2026-09-15": { "value": "none found", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_note": { "value": "R to V is identified as Red Velvet's most recent world tour; no verified gross figure was found in the gathered sources.[11]", "source": "Perplexity verify", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" } }, "market": { "MUS": { "value": 15.1, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 2/2" }, "STG": { "value": 35.6, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (mama_wins_total, mma_wins_total); verified-fresh share 0/2" }, "FAN": { "value": 86.9, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 22.7, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 90.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 37.3, "high": 49.3 }, "ovr_confidence": "LOW", "data_gaps": [ "unfilled: physical_sales_window_best \u2014 no published source found (2026-09-19)", "unfilled: biggest_tour_gross \u2014 no published source found (2026-09-19)", "unfilled: tour_gross_window \u2014 no published source found (2026-09-19)", "unfilled: bb200_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_entries_career \u2014 no published source found (2026-09-19)", "unfilled: hot100_best_peak_career \u2014 no published source found (2026-09-19)", "unfilled: ranker_group_rank \u2014 no published source found (2026-09-19)", "unfilled: circle_digital_2025_best \u2014 no published source found (2026-09-19)", "unfilled: musicshow_wins_career \u2014 no published source found (2026-09-19)", "CONFLICT: spotify_total_streams_kworb baseline 3.85B (Kworb, Sep 2026) vs Perplexity 2026-09-19 noting artist-tools data showing >5.7B total streams \u2014 Kworb snapshot likely stale; needs re-pull" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 55, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92); Perplexity-verified figures" }, "STG": { "value": 5, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.5); Perplexity-verified figures" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.32)" }, "LEG": { "value": 23, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.69); Perplexity-verified figures" }, "MOM": { "value": 35, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83); Perplexity-verified figures" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 28 }, { "unit_id": "group_katseye", "name": "KATSEYE", "debut_year": 2024, "status": "active", "member_ids": [ "idol_katseye_daniela", "idol_katseye_lara", "idol_katseye_manon", "idol_katseye_megan", "idol_katseye_sophia", "idol_katseye_yoonchae" ], "columns": { "debut_year": { "value": 2024, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Manon and Sophia on temporary hiatus; US-based; inclusion debatable" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Manon and Sophia on temporary hiatus; US-based; inclusion debatable" }, "spotify_monthly_listeners": { "value": 36117116, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 4907049699, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 13100000, "source": "Chartmetric, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats list Spotify followers at 13.1M." }, "biggest_song_title": { "value": "Gabriela", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 968995633, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-b: Soompi, KATSEYE Beautiful Chaos BB200 debut", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no physical sales figure surfaced in batch-b" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": 1150526, "source": "Pollstar News, 2026-05-13", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Verified gross for the San Francisco two-night theater run cited as a tour gross figure." }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-b: Soompi, KATSEYE Beautiful Chaos BB200 debut", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): Beautiful Chaos Tour Nov 15\u2013Dec 16, 2025 (US/Canada/Mexico, sold out, dates added); no gross reported" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 3, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "3 entries incl. WILD No.1 (Aug 2026)." }, "hot100_entries_career": { "value": 2, "source": "Wikipedia (Gabriela/Gnarly song pages), Soompi", "observed": "2026-09-15", "confidence": "HIGH", "note": "AUDIT REVISION 2: 2 confirmed Hot 100 entries (Gabriela peak #21, Gnarly peak #82). Supersedes both the legacy \"Animal #30\" and batch-b's uncorroborated 3rd entry (\"Pinky Up\" #92); gap-fill s37's \"Animal #24 / Pinky Up #28\" peaks could not be corroborated against Billboard/Soompi/Wikipedia chart runs and are not counted." }, "hot100_best_peak_career": { "value": 21, "source": "Wikipedia (Gabriela song page)", "observed": "2026-09-15", "confidence": "HIGH", "note": "AUDIT REVISION 2: Gabriela peaked #21 on the Billboard Hot 100 (Soompi reported #22 mid-run, Jan 2026; Wikipedia records #21 peak)." }, "youtube_subs": { "value": 14000000, "source": "Chartmetric, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats list YouTube subscribers at 14M." }, "instagram_followers": { "value": 9600000, "source": "Chartmetric, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats list IG followers at 9.6M." }, "tiktok_followers": { "value": 21500000, "source": "Chartmetric, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats list TikTok followers at 21.5M." }, "x_followers": { "value": 377700, "source": "Chartmetric, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric quick social stats list X followers at 377.7K." }, "kpopscore_30d": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026)" }, "kpopscore_alltime": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026)" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry (US-based)" }, "grammy_noms": { "value": 2, "source": "GRAMMY.com", "observed": "2026-09-15", "confidence": "HIGH", "note": "AUDIT CORRECTION: 2 noms at the 2026 Grammys (Best New Artist; Best Pop Duo/Group Performance for \"Gabriela\"). Overturns the pre-audit N/A." }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 1, "source": "Wikipedia", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "AUDIT CORRECTION: won Push Performance of the Year (\"Touch\") at the 2025 VMAs. Pre-audit cell said 0 (Task 7 pass missed it)." } }, "market": { "MUS": { "value": 53.0, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 0/2" }, "STG": { "value": 70.2, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (biggest_tour_gross); verified-fresh share 1/1" }, "FAN": { "value": 86.6, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 25.5, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 100.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 50.7, "high": 62.7 }, "ovr_confidence": "LOW", "data_gaps": [ "Perplexity verification skipped 2026-09-19 (rate limit at 429) \u2014 baseline 2026-09-15 values carried over unchanged" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 71, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83)" }, "STG": { "value": 25, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.67)" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.0)" }, "LEG": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.34)" }, "MOM": { "value": 33, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.5)" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 12 }, { "unit_id": "group_boynextdoor", "name": "BOYNEXTDOOR", "debut_year": 2023, "status": "active", "member_ids": [ "idol_boynextdoor_jaehyun", "idol_boynextdoor_leehan", "idol_boynextdoor_riwoo", "idol_boynextdoor_sungho", "idol_boynextdoor_taesan", "idol_boynextdoor_woonhak" ], "columns": { "debut_year": { "value": 2023, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 3151422, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1044344199, "source": "Kworb", "observed": "2026-09-08", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": 2600000, "source": "Music Metrics Vault, 2026-09-11", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "current Spotify followers shown on artist page" }, "biggest_song_title": { "value": "Earth, Wind & Fire", "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 87287904, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1166419, "source": "0419 research (S12)", "observed": "2026-09-15", "confidence": "HIGH", "note": "No Genre Hanteo first week 1,166,419" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 1, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 5, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): career daesang count not available | recent grand prizes: Song of the Year, 2nd D Awards (2026) for 'If I Say, I Love You' \u2014 https://en.wikipedia.org/wiki/D_Awards" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 1370000, "source": "Reddit, 2025-01-05", "observed": "2026-09-19", "confidence": "LOW", "note": "stale third-party snapshot; unverifiable as current as of 2026-09-19" }, "instagram_followers": { "value": 2922236, "source": "Reddit, 2025-01-05", "observed": "2026-09-19", "confidence": "LOW", "note": "stale third-party snapshot; unverifiable as current as of 2026-09-19" }, "tiktok_followers": { "value": 5500000, "source": "TokGauge, 2026-09-11", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "current TikTok followers shown on profile analytics page" }, "x_followers": { "value": 874700, "source": "X, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "official X profile follower count" }, "kpopscore_30d": { "value": 497, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 565, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 14, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": "#10 \"IF I SAY, I LOVE YOU\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "HIGH", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 91.6, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 33.0, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (mama_wins_total, mma_wins_total); verified-fresh share 0/2" }, "FAN": { "value": 80.4, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 8.7, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 91.8, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 42.0, "high": 54.0 }, "ovr_confidence": "LOW", "data_gaps": [ "Perplexity verification skipped 2026-09-19 (rate limit at 429) \u2014 baseline 2026-09-15 values carried over unchanged" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 37, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92)" }, "STG": { "value": 25, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.67)" }, "FAN": { "value": 72, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.53)" }, "LEG": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.47)" }, "MOM": { "value": 55, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83)" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 24 }, { "unit_id": "group_i_dle", "name": "i-dle", "debut_year": 2018, "status": "active", "member_ids": [ "idol_i_dle_miyeon", "idol_i_dle_minnie", "idol_i_dle_shuhua", "idol_i_dle_soojin", "idol_i_dle_soyeon", "idol_i_dle_yuqi" ], "columns": { "debut_year": { "value": 2018, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "official name i-dle since May 2 2025" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "official name i-dle since May 2 2025" }, "spotify_monthly_listeners": { "value": 6993445, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 4496463709, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 11800000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Spotify artist followers for i-dle" }, "biggest_song_title": { "value": "Queencard", "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "K/DA features excluded from group row." }, "biggest_song_streams": { "value": 444438511, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1063526, "source": "0419 research (S12)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "We are Hanteo first week 1,063,526" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 5, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 7, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 67, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 9800000, "source": "Chartmetric artist page, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official i-dle YouTube channel subscriber count listed as 9.8M." }, "instagram_followers": { "value": 13100000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official i-dle Instagram account @i_dle_official" }, "tiktok_followers": { "value": 11400000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official i-dle TikTok account @official_i_dle" }, "x_followers": { "value": 2300000, "source": "X, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official X account @official_i_dle" }, "kpopscore_30d": { "value": 496, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 757, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#62 \"Fate\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 91.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 61.4, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 87.8, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 13.8, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 86.6, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 48.5, "high": 60.5 }, "ovr_confidence": "LOW", "data_gaps": [ "Perplexity verification skipped 2026-09-19 (rate limit at 429) \u2014 baseline 2026-09-15 values carried over unchanged" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 52, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 1.0)" }, "STG": { "value": 0, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.5)" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.42)" }, "LEG": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.47)" }, "MOM": { "value": 34, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83)" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 15 }, { "unit_id": "group_shinee", "name": "SHINee", "debut_year": 2008, "status": "active", "member_ids": [ "idol_shinee_minho", "idol_shinee_taemin", "idol_shinee_jonghyun", "idol_shinee_key", "idol_shinee_onew" ], "columns": { "debut_year": { "value": 2008, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 3727186, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1359402817, "source": "Kworb", "observed": "2026-09-13", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes 2,243,374 feature streams from \"Lollipop\"." }, "spotify_followers": { "value": 3400000, "source": "Chartmetric, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "current Spotify follower count shown by Chartmetric" }, "biggest_song_title": { "value": "Replay", "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 144836042, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 4, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "4 wins/24 noms (en.wikipedia tally)." }, "mma_wins_total": { "value": 5, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "5 wins/19 noms (en.wikipedia tally)." }, "musicshow_wins_career": { "value": 64, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "stale cutoff; current total not available | source-dated: 2022-05" }, "daesangs_career": { "value": 15, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "scope: broad | as reported: 15+ | source-dated: 2026-01" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 2600000, "source": "Chartmetric, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "current YouTube subscriber count shown by Chartmetric" }, "instagram_followers": { "value": 5500000, "source": "Chartmetric, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "current Instagram follower count shown by Chartmetric" }, "tiktok_followers": { "value": 2200000, "source": "Chartmetric, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "current TikTok follower count shown by Chartmetric" }, "x_followers": { "value": 2400000, "source": "Chartmetric, 2026-09-14", "observed": "2026-09-19", "confidence": "HIGH", "note": "current X follower count shown by Chartmetric" }, "kpopscore_30d": { "value": 411, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 546, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 13, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 57.0, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 82.3, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 26.1, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 86.9, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Perplexity verification skipped 2026-09-19 (rate limit at 429) \u2014 baseline 2026-09-15 values carried over unchanged" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 39, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92)" }, "STG": { "value": 4, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.61)" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "insufficient data (completeness 0.11)" }, "LEG": { "value": 25, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.69)" }, "MOM": { "value": 16, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83)" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_riize", "name": "RIIZE", "debut_year": 2023, "status": "active", "member_ids": [ "idol_riize_anton", "idol_riize_eunseok", "idol_riize_seunghan", "idol_riize_shotaro", "idol_riize_sohee", "idol_riize_sungchan", "idol_riize_wonbin" ], "columns": { "debut_year": { "value": 2023, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Seunghan departed Oct 2024" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Seunghan departed Oct 2024" }, "spotify_monthly_listeners": { "value": 2684883, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 869851857, "source": "Kworb", "observed": "2026-09-06", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Get A Guitar", "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 138934001, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1797267, "source": "0419 research (S12)", "observed": "2026-09-15", "confidence": "HIGH", "note": "ODYSSEY Hanteo first week 1,797,267 (2nd of 2025)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 3, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "3 (provisional)." }, "mma_wins_total": { "value": 9, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 15, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": 3, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "3 identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 2200000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "~2.2M, Sep 2026." }, "instagram_followers": { "value": 5190000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "5.19M, Sep 2026." }, "tiktok_followers": { "value": 4800000, "source": "Social/awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "4.8M, Sep 2026." }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 438, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 619, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 30, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 94.4, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 50.5, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 82.9, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (youtube_subs, instagram_followers, tiktok_followers); verified-fresh share 0/3" }, "LEG": { "value": 12.6, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 89.8, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 46.7, "high": 58.7 }, "ovr_confidence": "LOW", "data_gaps": [ "Perplexity verification skipped 2026-09-19 (rate limit at 429) \u2014 baseline 2026-09-15 values carried over unchanged", "market_ovr shown as range (completeness_avg 0.74) \u2014 refine with higher-confidence fills" ], "batch": 2, "worker_market_v0": { "MUS": { "value": 29, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.92)" }, "STG": { "value": 0, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.5)" }, "FAN": { "value": 75, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.84)" }, "LEG": { "value": 20, "confidence": "LOW", "basis": "baseline 2026-09-15 build (completeness 0.62)" }, "MOM": { "value": 41, "confidence": "MEDIUM", "basis": "baseline 2026-09-15 build (completeness 0.83)" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 18 }, { "unit_id": "group_babymonster", "name": "BABYMONSTER", "debut_year": 2024, "status": "active", "member_ids": [ "idol_babymonster_ahyeon", "idol_babymonster_asa", "idol_babymonster_chiquita", "idol_babymonster_pharita", "idol_babymonster_rami", "idol_babymonster_rora", "idol_babymonster_ruka" ], "columns": { "debut_year": { "value": 2024, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 7445634, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 2397771982, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 8900000, "source": "Chartmetric artist stats (Perplexity verify 2026-09-19)", "observed": "2026-09-19", "confidence": "HIGH", "note": "8.9M" }, "biggest_song_title": { "value": "SHEESH", "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 425468361, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 660326, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": "Hello Monsters World Tour", "source": "Wikipedia; KOPIS/coverage cited in result (Perplexity verify 2026-09-19)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Group's first world tour" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2025, "source": "Wikipedia; KOPIS/coverage cited in result (Perplexity verify 2026-09-19)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Hello Monsters World Tour" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 1, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 1, "source": "YG Entertainment report / Breaknews citing Billboard; independently verified via Soompi + Korea Times + Yonhap (2026-09-19)", "observed": "2026-09-19", "confidence": "HIGH", "note": "1st full album DRIP debuted No. 149 on Billboard 200, week ending Nov 16 2024; also No. 63 Artist 100" }, "hot100_entries_career": { "value": 0, "source": "Perplexity verify 2026-09-19: no Hot 100 entry found in gathered results", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 13000000, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "13M (Aug 21, 2026+ figure)." }, "instagram_followers": { "value": 10301009, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "10,301,009, Sep 2026." }, "tiktok_followers": { "value": 13900000, "source": "Social index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "13.9M, Sep 2026." }, "x_followers": { "value": 986700, "source": "BABYMONSTER official X profile (Perplexity verify 2026-09-19)", "observed": "2026-09-19", "confidence": "HIGH", "note": "986.7K" }, "kpopscore_30d": { "value": 559, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 687, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#30 \"DRIP\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "confidence": "LOW", "note": "No comeback, release, tour announcement, or major news found in gathered results (low confidence \u2014 absence of evidence)", "source": "Perplexity verify 2026-09-19", "value": null, "observed": "2026-09-19" } }, "market": { "MUS": { "value": 39.3, "confidence": "HIGH", "basis": "mean of 3/3 log-normalized columns (physical_sales_window_best, bb200_entries_career, hot100_entries_career); verified-fresh share 2/3" }, "STG": { "value": 17.5, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 0/1" }, "FAN": { "value": 86.8, "confidence": "MEDIUM", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 2/5" }, "LEG": { "value": 6.9, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 90.3, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 31.8, "high": 43.8 }, "ovr_confidence": "LOW", "data_gaps": [ "biggest_tour_gross", "tour_gross_window", "mma_wins_total", "musicshow_wins_career", "daesangs_career", "hot100_best_peak_career", "ranker_group_rank", "news_since_2026_09_15" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 52.1, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=52.1 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 70.1, "confidence": "MEDIUM", "basis": "baseline dim FANDOM=70.1 (completeness 0.74); carryover 2026-09-15" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline dim LEGACY=0.0 (completeness 0.38); carryover 2026-09-15" }, "MOM": { "value": 44.2, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=44.2 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 33 }, { "unit_id": "group_cortis", "name": "CORTIS", "debut_year": 2025, "status": "active", "member_ids": [ "idol_cortis_james", "idol_cortis_juhoon", "idol_cortis_keonho", "idol_cortis_martin", "idol_cortis_seonghyeon" ], "columns": { "debut_year": { "value": 2025, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "debut Aug 18 2025" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "debut Aug 18 2025" }, "spotify_monthly_listeners": { "value": 12501970, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1261460124, "source": "Kworb", "observed": "2026-09-14", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": 5700000, "source": "Chartmetric artist stats (2026-09-19) via Perplexity verify", "observed": "2026-09-19", "confidence": "HIGH", "note": "5.7M" }, "biggest_song_title": { "value": "GO!", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 242123121, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 436367, "source": "Soompi (baseline); re-confirmed via Perplexity verify 2026-09-19 \u2014 no newer authoritative correction found", "observed": "2026-09-19", "confidence": "HIGH", "note": "CORTIS 1st-week sales record" }, "biggest_tour_name": { "value": "PUT YOUR PHONE DOWN", "source": "CORTIS official news / tour coverage via Perplexity verify 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "Full tour title: 2026 CORTIS TOUR IN JAPAN" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2026, "source": "CORTIS official tour coverage via Perplexity verify 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "" }, "tour_gross_window": { "value": null, "source": "expansion batch-b: Soompi, CORTIS 1st-week sales record", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): Rookie Artist of the Year at 40th Golden Disc Awards 2026 (not a daesang) \u2014 https://newsd.in/40th-golden-disc-awards-winners-list-2026-full-results-daesang-winners-highlights/" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 2, "source": "Starnews Korea / Sports Khan (Billboard 200 coverage) via Perplexity verify 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Baseline value 2 confirmed" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 6240000, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "as reported: 6.24M | source-dated: 2026-08-08" }, "instagram_followers": { "value": 16100000, "source": "Chartmetric artist stats (2026-09-19) via Perplexity verify", "observed": "2026-09-19", "confidence": "HIGH", "note": "16.1M" }, "tiktok_followers": { "value": 17500000, "source": "Chartmetric artist stats (2026-09-19) via Perplexity verify", "observed": "2026-09-19", "confidence": "HIGH", "note": "17.5M" }, "x_followers": { "value": 1400000, "source": "Chartmetric artist stats (2026-09-19) via Perplexity verify", "observed": "2026-09-19", "confidence": "HIGH", "note": "1.4M" }, "kpopscore_30d": { "value": 563, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 782, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000; transcribed as reported; suspiciously high (#7 all-time) for a 2025 debut \u2014 flag for audit" }, "ranker_group_rank": { "value": null, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on the 120-entry Ranker all-time boy-group list" }, "circle_digital_2025_best": { "value": null, "source": "CONFLICT \u2014 Perplexity verify 2026-09-19", "observed": "2026-09-19", "confidence": "LOW", "note": "Perplexity claimed 2025 best=1 via Wikipedia/REDRED, but independent sources (Zapzee Week-28 2026 chart, Kbizoom, allkpop weekly rankings) place REDRED's Circle Digital #1 in 2026 (topped Digital Chart + 8 straight weeks on Streaming Chart, week ending Jul 11 2026; MelOn Top 100 #1 May 2026). CORTIS's actual 2025 digital best unconfirmed \u2014 unresolved" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "confidence": "HIGH", "note": "", "source": "CORTIS official news / Starnews Korea / Sports Khan / TV Guide Japan via Perplexity verify 2026-09-19", "value": "2026 CORTIS TOUR IN JAPAN \u2014 final shows concluded in Kanagawa; wrap-up coverage posted 2026-09-18/19; no new comeback or release announced", "observed": "2026-09-19" } }, "market": { "MUS": { "value": 66.5, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (physical_sales_window_best, bb200_entries_career); verified-fresh share 2/2" }, "STG": { "value": 17.5, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 0/1" }, "FAN": { "value": 86.6, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 4/5" }, "LEG": { "value": 4.4, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 89.6, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 1/2" } }, "market_ovr": { "low": 34.8, "high": 46.8 }, "ovr_confidence": "LOW", "data_gaps": [ "biggest_tour_gross", "tour_gross_window", "mma_wins_total", "musicshow_wins_career", "daesangs_career", "hot100_entries_career", "hot100_best_peak_career", "ranker_group_rank", "circle_digital_2025_best" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 49.5, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=49.5 (completeness 0.83); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 64.6, "confidence": "MEDIUM", "basis": "baseline dim FANDOM=64.6 (completeness 0.74); carryover 2026-09-15" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline dim LEGACY=0.0 (completeness 0.38); carryover 2026-09-15" }, "MOM": { "value": 52.6, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=52.6 (completeness 1.0); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 31 }, { "unit_id": "group_illit", "name": "ILLIT", "debut_year": 2024, "status": "active", "member_ids": [ "idol_illit_iroha", "idol_illit_minju", "idol_illit_moka", "idol_illit_wonhee", "idol_illit_youngseo", "idol_illit_yunah" ], "columns": { "debut_year": { "value": 2024, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 20721788, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3046632662, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 7900000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "rounded platform follower count" }, "biggest_song_title": { "value": "Magnetic", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 880623314, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 373931, "source": "expansion batch-b (Sep 14 2026 index): Wikipedia Bomb (EP) + Korea JoongAng Daily", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "\"bomb\" first-week Circle 373,931 (week ending Jun 21, 2025); Circle Album weekly #1; Oricon #2" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-b (Sep 14 2026 index): Wikipedia Bomb (EP) + Korea JoongAng Daily", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): \"Glitter Day\" (8 concerts Korea/Japan, 2025, sold out) and \"Press Start\" tour (Mar 2026) had no reported gross in opened sources" }, "mama_wins_total": { "value": 2, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "1 entry (Magnetic, peak 91)." }, "hot100_best_peak_career": { "value": 91, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Magnetic peaked at 91." }, "youtube_subs": { "value": 6700000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "rounded platform subscriber count" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": 13000000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "rounded platform follower count" }, "x_followers": { "value": 310800, "source": "X, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "profile follower count" }, "kpopscore_30d": { "value": 586, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 695, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#32 \"Magnetic\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry (batch-a top-41 list)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 56.5, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (physical_sales_window_best, hot100_entries_career); verified-fresh share 0/2" }, "STG": { "value": 27.7, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 0/1" }, "FAN": { "value": 83.5, "confidence": "HIGH", "basis": "mean of 4/5 log-normalized columns (spotify_followers, youtube_subs, tiktok_followers, x_followers); verified-fresh share 4/4" }, "LEG": { "value": 6.9, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 90.8, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 35.5, "high": 47.5 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "mma_wins_total", "musicshow_wins_career", "daesangs_career", "bb200_entries_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "ranker_group_rank", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 64.0, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=64.0 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 45.9, "confidence": "LOW", "basis": "baseline dim FANDOM=45.9 (completeness 0.42); carryover 2026-09-15" }, "LEG": { "value": 2.7, "confidence": "LOW", "basis": "baseline dim LEGACY=2.7 (completeness 0.44); carryover 2026-09-15" }, "MOM": { "value": 44.4, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=44.4 (completeness 1.0); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 30 }, { "unit_id": "group_monsta_x", "name": "MONSTA X", "debut_year": 2015, "status": "active", "member_ids": [ "idol_monsta_x_hyungwon", "idol_monsta_x_i_m", "idol_monsta_x_joohoney", "idol_monsta_x_kihyun", "idol_monsta_x_minhyuk", "idol_monsta_x_shownu", "idol_monsta_x_wonho" ], "columns": { "debut_year": { "value": 2015, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 1345985, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1735149730, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-11", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-11; verified live method flag" }, "spotify_followers": { "value": 5200000, "source": "Chartmetric, 2026-09-15", "observed": "2026-09-19", "confidence": "HIGH", "note": "Spotify follower count" }, "biggest_song_title": { "value": "HERO", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 77969604, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 11, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 441166, "source": "expansion batch-d: Wikipedia The X (EP)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KOR 441,166; JPN 8,401; first-week Hanteo 427,086 (record; prev. REASON 326,503)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d: Wikipedia The X (EP)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 8, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "8 wins/29 noms (en.wikipedia). Conflict: zh.wikipedia tally gives MAMA 7/MMA 2 \u2014 flagged." }, "mma_wins_total": { "value": 3, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "3 wins/6 noms (en.wikipedia). Conflict: zh.wikipedia tally gives MMA 2 \u2014 flagged." }, "musicshow_wins_career": { "value": 26, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "26 (zh.wikipedia)." }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): named 'Best Group' at 40th Golden Disc Awards 2026 (Taipei) \u2014 not a daesang \u2014 https://kpopbeen.com/k-pop-groups-with-most-awards/" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 2600000, "source": "Chartmetric, 2026-09-15", "observed": "2026-09-19", "confidence": "HIGH", "note": "YouTube subscriber count" }, "instagram_followers": { "value": 6500000, "source": "Chartmetric, 2026-09-15", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official MONSTA X Instagram follower count" }, "tiktok_followers": { "value": 3200000, "source": "Chartmetric, 2026-09-15", "observed": "2026-09-19", "confidence": "HIGH", "note": "TikTok follower count" }, "x_followers": { "value": 4700000, "source": "X, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official MONSTA X X account follower count" }, "kpopscore_30d": { "value": 486, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 519, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 12, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 85.2, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 52.5, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 84.1, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 15.6, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 83.2, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 46.0, "high": 58.0 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 25.8, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=25.8 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 55.4, "confidence": "MEDIUM", "basis": "baseline dim FANDOM=55.4 (completeness 0.53); carryover 2026-09-15" }, "LEG": { "value": 18.8, "confidence": "LOW", "basis": "baseline dim LEGACY=18.8 (completeness 0.47); carryover 2026-09-15" }, "MOM": { "value": 37.1, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=37.1 (completeness 1.0); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 19 }, { "unit_id": "group_itzy", "name": "ITZY", "debut_year": 2019, "status": "active", "member_ids": [ "idol_itzy_yeji", "idol_itzy_chaeryeong", "idol_itzy_ryujin", "idol_itzy_yuna", "idol_itzy_lia" ], "columns": { "debut_year": { "value": 2019, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 4349738, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3512541113, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 9800000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric lists Spotify Followers at 9.8M." }, "biggest_song_title": { "value": "WANNABE", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 454325205, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 11, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 415555, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 2, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 1, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 47, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "47 (flagged stale in source)." }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": 19300000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Official profile @itzy.all.in.us shown with IG Followers 19.3M." }, "tiktok_followers": { "value": 17200000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric lists TikTok Followers at 17.2M for @itzyofficial." }, "x_followers": { "value": 6600000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric lists X Followers at 6.6M." }, "kpopscore_30d": { "value": 454, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 656, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 84.8, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 40.8, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 90.2, "confidence": "HIGH", "basis": "mean of 4/5 log-normalized columns (spotify_followers, instagram_followers, tiktok_followers, x_followers); verified-fresh share 4/4" }, "LEG": { "value": 13.1, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 86.3, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 44.6, "high": 56.6 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "ranker_group_rank", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 47.5, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=47.5 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 7.2, "confidence": "MEDIUM", "basis": "baseline dim STAGE=7.2 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 48.2, "confidence": "LOW", "basis": "baseline dim FANDOM=48.2 (completeness 0.42); carryover 2026-09-15" }, "LEG": { "value": 7.3, "confidence": "LOW", "basis": "baseline dim LEGACY=7.3 (completeness 0.47); carryover 2026-09-15" }, "MOM": { "value": 28.1, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=28.1 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 20 }, { "unit_id": "group_hearts2hearts", "name": "Hearts2Hearts", "debut_year": 2025, "status": "active", "member_ids": [ "idol_hearts2hearts_a_na", "idol_hearts2hearts_carmen", "idol_hearts2hearts_ian", "idol_hearts2hearts_jiwoo", "idol_hearts2hearts_juun", "idol_hearts2hearts_stella", "idol_hearts2hearts_ye_on", "idol_hearts2hearts_yuha" ], "columns": { "debut_year": { "value": 2025, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 7772724, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 715060679, "source": "Kworb", "observed": "2026-09-10", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": 2600000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric shows 2.6M Spotify followers." }, "biggest_song_title": { "value": "RUDE!", "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 167313997, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 408880, "source": "expansion batch-b: Soompi, Hearts2Hearts Hanteo debut record", "observed": "2026-09-15", "confidence": "HIGH", "note": "\"The Chase\" first-week Hanteo 408,880 (Feb 24\u2013Mar 2, 2025) \u2014 girl-group debut-album record (prev. BABYMONSTER 401,287)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-b: Soompi, Hearts2Hearts Hanteo debut record", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 3, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): Most Popular Artist (fan vote, not a daesang) at 40th Golden Disc Awards 2026 \u2014 https://newsd.in/40th-golden-disc-awards-winners-list-2026-full-results-daesang-winners-highlights/" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 4000000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric shows 4M YouTube subscribers." }, "instagram_followers": { "value": 5320000, "source": "Namu Wiki, 2026-07-28", "observed": "2026-09-19", "confidence": "HIGH", "note": "Listed as 5.32 million Instagram followers on 2026-07-28." }, "tiktok_followers": { "value": 8200000, "source": "Chartmetric, 2026-09-18", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric shows 8.2M TikTok followers." }, "x_followers": { "value": 482300, "source": "X, 2026-09-19", "observed": "2026-09-19", "confidence": "HIGH", "note": "X profile shows 482.3K followers." }, "kpopscore_30d": { "value": 558, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 677, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 84.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 34.9, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 0/1" }, "FAN": { "value": 82.0, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 4.4, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 88.0, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 39.2, "high": 51.2 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "mma_wins_total", "musicshow_wins_career", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "ranker_group_rank", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 41.3, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=41.3 (completeness 0.83); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 47.9, "confidence": "LOW", "basis": "baseline dim FANDOM=47.9 (completeness 0.42); carryover 2026-09-15" }, "LEG": { "value": 5.3, "confidence": "LOW", "basis": "baseline dim LEGACY=5.3 (completeness 0.38); carryover 2026-09-15" }, "MOM": { "value": 64.0, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=64.0 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 26 }, { "unit_id": "group_ikon", "name": "iKON", "debut_year": 2015, "status": "active", "member_ids": [ "idol_ikon_b_i", "idol_ikon_bobby", "idol_ikon_chan", "idol_ikon_dk", "idol_ikon_jay", "idol_ikon_ju_ne", "idol_ikon_song" ], "columns": { "debut_year": { "value": 2015, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "left YG Dec 2022" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "left YG Dec 2022" }, "spotify_monthly_listeners": { "value": 2878076, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1335557158, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-04", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-04; verified live method flag" }, "spotify_followers": { "value": 3600000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric artist stats list 3.6M Spotify followers." }, "biggest_song_title": { "value": "LOVE SCENARIO", "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "biggest_song_streams": { "value": 457321303, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 4, 2026." }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "HIGH", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 2, "source": "it.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "2 wins/6 noms (it.wikipedia tally)." }, "mma_wins_total": { "value": 4, "source": "it.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "4 wins/8 noms (it.wikipedia tally)." }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 8700000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric artist stats list 8.7M YouTube subscribers." }, "instagram_followers": { "value": 3400000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric artist stats list 3.4M IG followers." }, "tiktok_followers": { "value": 3200000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric artist stats list 3.2M TikTok followers." }, "x_followers": { "value": 1100000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Chartmetric artist stats list 1.1M X followers." }, "kpopscore_30d": { "value": 418, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 553, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 20, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 35.6, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (mama_wins_total, mma_wins_total); verified-fresh share 0/2" }, "FAN": { "value": 82.6, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 15.6, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 85.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "spotify_followers", "physical_sales_window_best", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "musicshow_wins_career", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 39.9, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=39.9 (completeness 0.83); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 63.5, "confidence": "LOW", "basis": "baseline dim FANDOM=63.5 (completeness 0.11); carryover 2026-09-15" }, "LEG": { "value": 12.0, "confidence": "MEDIUM", "basis": "baseline dim LEGACY=12.0 (completeness 0.53); carryover 2026-09-15" }, "MOM": { "value": 17.6, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=17.6 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_nct_dream", "name": "NCT DREAM", "debut_year": 2016, "status": "active", "member_ids": [ "idol_nct_dream_chenle", "idol_nct_dream_haechan", "idol_nct_dream_jaemin", "idol_nct_dream_jeno", "idol_nct_dream_jisung", "idol_nct_dream_mark", "idol_nct_dream_renjun" ], "columns": { "debut_year": { "value": 2016, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_monthly_listeners": { "value": 2050297, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3224354907, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "BOOM", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 179990535, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 974731, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 3, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 2, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "musicshow_wins_career": { "value": 49, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "49 (assembled from fan trackers, not single-source)." }, "daesangs_career": { "value": 2, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "2 identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 7080000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "7.08M, Sep 2026." }, "instagram_followers": { "value": 13500000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Reported as 13\u201314M range, Sep 2026." }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes A stale X figure exists but was excluded by group-boundary rule; value stays null. A stale X figure exists but was excluded by group-boundary rule; value stays null." }, "kpopscore_30d": { "value": 452, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 617, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 10, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 90.4, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 47.1, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 87.9, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (youtube_subs, instagram_followers); verified-fresh share 0/2" }, "LEG": { "value": 16.8, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 87.0, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 47.6, "high": 59.6 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "musicshow_wins_career", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "tiktok_followers", "x_followers", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 37.4, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=37.4 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 60.0, "confidence": "MEDIUM", "basis": "baseline dim FANDOM=60.0 (completeness 0.84); carryover 2026-09-15" }, "LEG": { "value": 10.6, "confidence": "MEDIUM", "basis": "baseline dim LEGACY=10.6 (completeness 0.69); carryover 2026-09-15" }, "MOM": { "value": 27.8, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=27.8 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 16 }, { "unit_id": "group_girls_generation", "name": "Girls' Generation", "debut_year": 2007, "status": "hiatus", "member_ids": [ "idol_girls_generation_taeyeon", "idol_girls_generation_seohyun", "idol_girls_generation_sooyoung", "idol_girls_generation_yoona", "idol_girls_generation_yuri", "idol_girls_generation_hyoyeon", "idol_girls_generation_jessica", "idol_girls_generation_sunny", "idol_girls_generation_tiffany" ], "columns": { "debut_year": { "value": 2007, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "not disbanded; Yuri left SM Aug 31 2026, group activities unchanged" }, "status": { "value": "hiatus", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "not disbanded; Yuri left SM Aug 31 2026, group activities unchanged" }, "spotify_monthly_listeners": { "value": 3570439, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1476064824, "source": "Kworb", "observed": "2026-09-13", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. No feature-credit streams." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Gee", "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 165034281, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): hiatus; no window figures surfaced" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 4, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "4 wins/32 noms (en.wikipedia tally)." }, "mma_wins_total": { "value": 12, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "12 wins/27 noms (en.wikipedia tally)." }, "musicshow_wins_career": { "value": 98, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 100+ per https://kpopbeen.com/k-pop-groups-with-most-awards/ ('first girl group to reach 100 music show trophies') | source-dated: early 2026" }, "daesangs_career": { "value": 17, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 11+ broad (https://www.comingsoon.net/k-pop/news/1552835-k-pop-what-is-daesang), 10 major-5 (https://forum.allkpop.com/thread/132534-k-pop-groups-with-the-most-daesangs-of-all-time-major-awards-shows/) | scope: broad | as reported: 17+ | source-dated: 2026-01" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 446, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 573, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): hiatus; no window figures surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 66.7, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 26.9, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 86.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "spotify_followers", "physical_sales_window_best", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "ranker_group_rank", "circle_digital_2025_best", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 41.2, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=41.2 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 2.5, "confidence": "MEDIUM", "basis": "baseline dim STAGE=2.5 (completeness 0.61); carryover 2026-09-15" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no coverage in baseline build" }, "LEG": { "value": 29.7, "confidence": "MEDIUM", "basis": "baseline dim LEGACY=29.7 (completeness 0.69); carryover 2026-09-15" }, "MOM": { "value": 21.9, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=21.9 (completeness 0.83); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_nmixx", "name": "NMIXX", "debut_year": 2022, "status": "active", "member_ids": [ "idol_nmixx_bae", "idol_nmixx_haewon", "idol_nmixx_jinni", "idol_nmixx_jiwoo", "idol_nmixx_kyujin", "idol_nmixx_lily", "idol_nmixx_sullyoon" ], "columns": { "debut_year": { "value": 2022, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Jinni departed Dec 2022" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Jinni departed Dec 2022" }, "spotify_monthly_listeners": { "value": 4061394, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 1562084312, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-11", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-11; verified live method flag" }, "spotify_followers": { "value": 4800000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Current Spotify followers" }, "biggest_song_title": { "value": "DICE", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 209505116, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 746276, "source": "expansion batch-c: Soompi, NMIXX Blue Valentine Global 200", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "\"Fe3O4: FORWARD\" KOR 746,276 (KMCA 2x Platinum); Circle weekly #1 (620,330)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": 580042, "source": "X/TouringAsiaPop, 2026-06-14", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Highest verified per-show gross found; no full-tour gross source verified" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-c: Soompi, NMIXX Blue Valentine Global 200", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): 1st world tour EPISODE 1: ZERO FRONTIER (2026) had no reported gross in opened sources" }, "mama_wins_total": { "value": 1, "source": "NMIXX Wiki - Fandom, 2026-02-22", "observed": "2026-09-19", "confidence": "HIGH", "note": "Career MAMA wins listed as one win" }, "mma_wins_total": { "value": 0, "source": "NMIXX Wiki - Fandom, 2026-02-22", "observed": "2026-09-19", "confidence": "HIGH", "note": "No Melon Music Awards wins listed" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 4800000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Current YouTube subscribers" }, "instagram_followers": { "value": 6100000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Current Instagram followers" }, "tiktok_followers": { "value": 7400000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Current TikTok followers" }, "x_followers": { "value": 1300000, "source": "Chartmetric, 2026-09-16", "observed": "2026-09-19", "confidence": "HIGH", "note": "Current X followers" }, "kpopscore_30d": { "value": 525, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 639, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": "#92 \"Blue Valentine\"", "source": "expansion batch-c: Soompi, NMIXX Blue Valentine Global 200", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "batch-c; Circle 2025 year-end digital" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" } }, "market": { "MUS": { "value": 88.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 28.1, "confidence": "HIGH", "basis": "mean of 3/5 log-normalized columns (biggest_tour_gross, mama_wins_total, mma_wins_total); verified-fresh share 3/3" }, "FAN": { "value": 84.1, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 10.1, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 71.8, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 38.9, "high": 50.9 }, "ovr_confidence": "LOW", "data_gaps": [ "spotify_followers", "biggest_tour_name", "biggest_tour_gross", "biggest_tour_year", "tour_gross_window", "mama_wins_total", "mma_wins_total", "musicshow_wins_career", "daesangs_career", "bb200_entries_career", "hot100_entries_career", "hot100_best_peak_career", "youtube_subs", "instagram_followers", "tiktok_followers", "x_followers", "ranker_group_rank", "perplexity_verify_blocked: provider HTTP 429 rate-limit hit on 2026-09-19 after 2/10 group calls \u2014 all figures are 2026-09-15 carryovers, NOT re-verified against current data" ], "batch": 3, "worker_market_v0": { "MUS": { "value": 36.7, "confidence": "MEDIUM", "basis": "baseline dim MUSIC=36.7 (completeness 0.92); carryover 2026-09-15" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline dim STAGE=0.0 (completeness 0.5); carryover 2026-09-15" }, "FAN": { "value": 61.3, "confidence": "LOW", "basis": "baseline dim FANDOM=61.3 (completeness 0.42); carryover 2026-09-15" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline dim LEGACY=0.0 (completeness 0.28); carryover 2026-09-15" }, "MOM": { "value": 43.0, "confidence": "MEDIUM", "basis": "baseline dim MOMENTUM=43.0 (completeness 1.0); carryover 2026-09-15" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 27 }, { "unit_id": "group_tws", "name": "TWS", "debut_year": 2024, "status": "active", "member_ids": [ "idol_tws_dohoon", "idol_tws_hanjin", "idol_tws_jihoon", "idol_tws_kyungmin", "idol_tws_shinyu", "idol_tws_youngjae" ], "columns": { "debut_year": { "value": 2024, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 2187645, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 517901341, "source": "Kworb", "observed": "2026-09-10", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": 1400000, "source": "Music Metrics Vault Spotify statistics page for TWS lists 1.4 million followers.[14]", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "biggest_song_title": { "value": null, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: only album-level Kworb data found, no song-level page." }, "biggest_song_streams": { "value": null, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: no song-level Kworb data." }, "songs_over_1b_spotify": { "value": null, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: no song-level data." }, "physical_sales_window_best": { "value": 711647, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle figure" }, "biggest_tour_name": { "value": "2026 TWS TOUR '24/7:FOR:YOU' IN JAPAN", "source": "Star News / related coverage reported about 71,500 attendees; no gross in USD was found in the gathered sources.[3][7][8]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2026, "source": "Star News / related coverage reported about 71,500 attendees; no gross in USD was found in the gathered sources.[3][7][8]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 2, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 2, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "2 (provisional)." }, "musicshow_wins_career": { "value": 17, "source": "Awards index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": null, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found in legacy run): career daesang count not available | recent grand prizes: Trend of the Year, 2nd D Awards (2026) \u2014 https://en.wikipedia.org/wiki/D_Awards" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 473, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 610, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 27, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": "#42 \"plot twist\"", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "TWS completed the Japan leg of the '2026 TWS TOUR '24/7:FOR:YOU' IN JAPAN' on September 12\u201313, drawing about 71,500 attendees.[3][7][8]", "TWS was scheduled to appear on Yomiuri TV's 'Oto Douraku' on September 19 and had additional tour-related membership announcements on the official site.[2]", "TWS departed Incheon on September 18 for their Macau schedule, indicating continued live activity after September 15.[15]" ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 31, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 88.4, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 38.0, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 77.4, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (spotify_followers); verified-fresh share 1/1" }, "LEG": { "value": 6.9, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 86.8, "confidence": "MEDIUM", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 0/3" } }, "market_ovr": { "low": 40.4, "high": 52.4 }, "ovr_confidence": "LOW", "data_gaps": [ "still null at v1: bb200_entries_career, biggest_song_streams, biggest_song_title, biggest_tour_gross, daesangs_career, hot100_best_peak_career, hot100_entries_career, instagram_followers, songs_over_1b_spotify, tiktok_followers, tour_gross_window, x_followers, youtube_subs" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 32.3, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.71" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 58.2, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.53" }, "LEG": { "value": 10.1, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.47" }, "MOM": { "value": 26.0, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 25 }, { "unit_id": "group_super_junior", "name": "Super Junior", "debut_year": 2005, "status": "active", "member_ids": [ "idol_super_junior_kyuhyun", "idol_super_junior_siwon", "idol_super_junior_donghae", "idol_super_junior_eunhyuk", "idol_super_junior_hangeng", "idol_super_junior_heechul", "idol_super_junior_kibum", "idol_super_junior_leeteuk", "idol_super_junior_ryeowook", "idol_super_junior_shindong", "idol_super_junior_sungmin", "idol_super_junior_yesung" ], "columns": { "debut_year": { "value": 2005, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "nine active / ten listed (Sungmin inactive-listed)" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "nine active / ten listed (Sungmin inactive-listed) | re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 1313100, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 995685615, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-11", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-11; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Sorry, Sorry", "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 90091371, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "biggest_tour_name": { "value": "2026 SUPER JUNIOR-83z FAN-CON TOUR [1983]", "source": "Official Super Junior X announcement and Japan official site listings", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2026, "source": "Official Super Junior X announcement and Japan official site listings", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 11, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "11 (incl. MKMF era; vi.wikipedia tally)." }, "mma_wins_total": { "value": 4, "source": "vi.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "4 wins/9 noms (vi.wikipedia tally)." }, "musicshow_wins_career": { "value": 50, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "as reported: 50+ | source-dated: early 2026" }, "daesangs_career": { "value": 15, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "conflicts: 7 major-5 (https://forum.allkpop.com/thread/132534-k-pop-groups-with-the-most-daesangs-of-all-time-major-awards-shows/) | scope: broad | as reported: 15+ | source-dated: 2026-01 Gap-fill (Sep 2026): 2009 Golden Disc Album Daesang identified among the 15; value kept at 15. Gap-fill (Sep 2026): 2009 Golden Disc Album Daesang identified among the 15; value kept at 15." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 376, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 524, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 34, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "Official Japan pages list an additional Osaka performance for the 2026 SUPER JUNIOR-83z FAN-CON TOUR [1983] in Japan.", "Official Japan pages also list active ticketing/news for Yesung's 10th anniversary tour in Japan and online viewing sales for the Seoul show.", "A September 2026 schedule listing shows Super Junior-related activity on September 17.", "Kyuhyun was mentioned in a September 3, 2026 interview as continuing group activities with Super Junior under SM Entertainment while handling solo schedules through Antenna." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 32, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 61.1, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 26.9, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 81.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "still null at v1: bb200_entries_career, biggest_tour_gross, circle_digital_2025_best, hot100_best_peak_career, hot100_entries_career, instagram_followers, physical_sales_window_best, spotify_followers, tiktok_followers, tour_gross_window, x_followers, youtube_subs" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 26.6, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.92" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.61" }, "FAN": { "value": 36.5, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.11" }, "LEG": { "value": 23.8, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.81" }, "MOM": { "value": 16.2, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_2ne1", "name": "2NE1", "debut_year": 2009, "status": "reunion (project work)", "member_ids": [ "idol_2ne1_dara", "idol_2ne1_bom", "idol_2ne1_cl", "idol_2ne1_minzy" ], "columns": { "debut_year": { "value": 2009, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "disbanded 2016; reunited for project/tour work 2024-2025" }, "status": { "value": "reunion (project work)", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "disbanded 2016; reunited for project/tour work 2024-2025 | re-verified 2026-09-19: Perplexity reported hiatus" }, "spotify_monthly_listeners": { "value": 2361371, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 889484454, "source": "Kworb", "observed": "2026-09-07", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes 7,467,233 feature streams from \"Gettin' Dumb\"." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "I AM THE BEST", "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Solos/unit excluded from group row." }, "biggest_song_streams": { "value": 204215956, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): reunion project/tour work 2024\u20132025; no window chart/sales figures surfaced" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 9, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "9 wins/27 noms (en.wikipedia). Conflict: zh.wikipedia tally gives MAMA 10/MMA 6 \u2014 flagged, not reconciled." }, "mma_wins_total": { "value": 10, "source": "en.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "10 wins/29 noms (en.wikipedia). Conflict: zh.wikipedia tally gives MMA 6 \u2014 flagged." }, "musicshow_wins_career": { "value": 43, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "stale cutoff | source-dated: 2019-06-10" }, "daesangs_career": { "value": 6, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "scope: major-5" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 1, "source": "Billboard, 2014-03-06", "observed": "2026-09-19", "confidence": "HIGH", "note": "Crush reached No. 61 on the Billboard 200, and this appears to be the group's only charting album entry." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 410, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 518, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): reunion project/tour work 2024\u20132025; no window chart/sales figures surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "No verified group comeback, release, concert, or tour after 2026-09-15 was found in the gathered sources.", "A September 2026 comeback schedule listed Minzy (2NE1) for a solo single on 2026-09-28, but this is a member solo activity, not a group release.", "Recent 2026 coverage noted 2NE1 attending BIGBANG's concert together in South Korea." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 33, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 30.1, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (bb200_entries_career); verified-fresh share 1/1" }, "STG": { "value": 65.7, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 22.7, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 84.3, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "status conflict: baseline 'reunion (project work)' vs Perplexity 2026-09-19 'hiatus' \u2014 baseline kept", "figure conflict on mama_wins_total: baseline 9 vs Perplexity 10 (MAMA history / awards-history summaries) \u2014 baseline kept", "figure conflict on musicshow_wins_career: baseline 43 vs Perplexity 44 (Kprofiles awards history summary) \u2014 baseline kept", "figure conflict on daesangs_career: baseline 6 vs Perplexity 4 (MAMA awards-history summaries) \u2014 baseline kept", "still null at v1: bb200_entries_career, biggest_tour_gross, biggest_tour_name, biggest_tour_year, circle_digital_2025_best, hot100_best_peak_career, hot100_entries_career, instagram_followers, physical_sales_window_best, ranker_group_rank, spotify_followers, tiktok_followers, tour_gross_window, x_followers, youtube_subs" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 33.7, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.92" }, "STG": { "value": 0.0, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.67" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "" }, "LEG": { "value": 25.9, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.69" }, "MOM": { "value": 16.4, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_everglow", "name": "EVERGLOW", "debut_year": 2019, "status": "active (reduced)", "member_ids": [ "idol_everglow_aisha", "idol_everglow_e_u", "idol_everglow_mia", "idol_everglow_onda", "idol_everglow_sihyeon", "idol_everglow_yiren" ], "columns": { "debut_year": { "value": 2019, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "left Yuehua Jun 2025; Sihyeon, E:U, Onda, Aisha continue as quartet" }, "status": { "value": "active (reduced)", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "left Yuehua Jun 2025; Sihyeon, E:U, Onda, Aisha continue as quartet | re-verified 2026-09-19: Perplexity reported active" }, "spotify_monthly_listeners": { "value": 1338896, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 934020185, "source": "Kworb", "observed": "2026-09-13", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes 12,003,759 feature streams across five feature-credit tracks." }, "spotify_followers": { "value": 2500000, "source": "musicmetricsvault.com/artists/everglow/3ZZzT0naD25RhY2uZvIKkJ", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "biggest_song_title": { "value": "DUN DUN", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 195004477, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-d: Soompi, EVERGLOW parts ways with Yuehua", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no releases in window; Mar 2026 EP 'Code' figures not found" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d: Soompi, EVERGLOW parts ways with Yuehua", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": 3, "source": "soridata.com/en/artists/Everglow.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "daesangs_career": { "value": 0, "source": "soridata.com/en/artists/Everglow.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 0, "source": "soridata.com/en/artists/Everglow.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "hot100_entries_career": { "value": 0, "source": "soridata.com/en/artists/Everglow.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 1930000, "source": "asknaveen.com/channel/@everglowofficial", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": 295400, "source": "x.com/EVERGLOW_STAFF", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "kpopscore_30d": { "value": 362, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 452, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 17, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-15", "confidence": "LOW", "note": "#17 via cross-link; girl-group list itself did not render" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no releases in window (contracts with Yuehua ended Jun 2025; quartet under Chxxta Company from Sep 2025; 4th EP 'Code' Mar 3, 2026 \u2014 no figures surfaced)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "physical_sales_career_total": { "value": 279807, "source": "soridata.com/en/artists/Everglow.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "news_since_2026_09_15": { "value": [ "No verified 2026-09-15-or-later news was found in the gathered results.", "The latest gathered sources indicate EVERGLOW released the mini-album CODE on 2026-03-03 and were associated with the RE:CODE World Tour in 2026.", "Recent gathered coverage still describes EVERGLOW as active under CHXXTA Company rather than disbanded." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 34, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 0.0, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 2/2" }, "STG": { "value": 27.2, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (musicshow_wins_career); verified-fresh share 1/1" }, "FAN": { "value": 76.9, "confidence": "HIGH", "basis": "mean of 3/5 log-normalized columns (spotify_followers, youtube_subs, x_followers); verified-fresh share 3/3" }, "LEG": { "value": 10.9, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/6" }, "MOM": { "value": 81.1, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 26.1, "high": 38.1 }, "ovr_confidence": "LOW", "data_gaps": [ "status conflict: baseline 'active (reduced)' vs Perplexity 2026-09-19 'active' \u2014 baseline kept", "figure conflict on biggest_song_title: baseline DUN DUN vs Perplexity not separately identifiable from available source (kworb.net/spotify/artist/3ZZzT0naD25RhY2) \u2014 baseline kept", "figure conflict on biggest_song_streams: baseline 195004477 vs Perplexity 898721462 (kworb.net/spotify/artist/3ZZzT0naD25RhY2) \u2014 baseline kept", "still null at v1: biggest_tour_gross, biggest_tour_name, biggest_tour_year, circle_digital_2025_best, hot100_best_peak_career, instagram_followers, mama_wins_total, mma_wins_total, physical_sales_window_best, tiktok_followers, tour_gross_window" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 27.8, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 69.2, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.11" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.28" }, "MOM": { "value": 9.0, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 34 }, { "unit_id": "group_p1harmony", "name": "P1Harmony", "debut_year": 2020, "status": "active", "member_ids": [ "idol_p1harmony_intak", "idol_p1harmony_jiung", "idol_p1harmony_jongseob", "idol_p1harmony_keeho", "idol_p1harmony_soul", "idol_p1harmony_theo" ], "columns": { "debut_year": { "value": 2020, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 1722658, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 695038352, "source": "Kworb", "observed": "2026-09-11", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes one feature credit (Super Chic)." }, "spotify_followers": { "value": 2300000, "source": "Chartmetric artist page snippet.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Killin' It", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 56110031, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 444756, "source": "expansion batch-c: Soompi, P1Harmony DUH! 1st-week record", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "first-week Hanteo 443,108 (record; prev. SAD SONG 335,930); KOR total 444,756" }, "biggest_tour_name": { "value": "2026 P1Harmony ASIA STAGE [BE UNIQUE]", "source": "Official Japan fanclub/news page announced the Japan arena dates and promoted the tour; no gross figure was found in the gathered sources.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2026, "source": "Official Japan fanclub/news page announced the Japan arena dates and promoted the tour; no gross figure was found in the gathered sources.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "expansion batch-c: Soompi, P1Harmony DUH! 1st-week record", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): 3rd world tour P1ustage H : MOST WANTED (2025) had no reported gross in opened sources" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": 8, "source": "Kpop Profiles, 2026-07-14", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Music-show win trackers in the gathered results indicate 8 career wins by March 2026." }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 1800000, "source": "Chartmetric artist page snippet.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": 6300000, "source": "Chartmetric artist page snippet.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 434, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 526, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 18, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bb200_best_position": { "value": 4, "source": "Edaily/Korean news coverage quoted the No. 4 Billboard 200 peak for UNIQUE.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "UNIQUE (2026)" }, "news_since_2026_09_15": { "value": [ "P1Harmony has an announced Japan arena run for 2026 P1Harmony ASIA STAGE [BE UNIQUE], with ticketing and fanclub presales active in early September 2026.", "Korean media coverage on 2026-09-14 noted P1Harmony as part of the 2026 KGMA fourth lineup and referenced their new personal-best Billboard 200 result with the 9th mini-album UNIQUE.", "Recent coverage on 2026-09-03 highlighted Intak\u2019s official Hip Song challenge collaboration content with Rain, showing ongoing individual/group promotion activity." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 35, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 85.3, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 43.0, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (musicshow_wins_career); verified-fresh share 1/1" }, "FAN": { "value": 81.4, "confidence": "HIGH", "basis": "mean of 3/5 log-normalized columns (spotify_followers, youtube_subs, tiktok_followers); verified-fresh share 3/3" }, "LEG": { "value": 12.2, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 83.9, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 42.9, "high": 54.9 }, "ovr_confidence": "LOW", "data_gaps": [ "still null at v1: bb200_entries_career, biggest_tour_gross, circle_digital_2025_best, daesangs_career, hot100_best_peak_career, hot100_entries_career, instagram_followers, mama_wins_total, mma_wins_total, musicshow_wins_career, tour_gross_window, x_followers" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 23.0, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 53.3, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.53" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.28" }, "MOM": { "value": 32.6, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 1.00" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 22 }, { "unit_id": "group_andteam", "name": "&TEAM", "debut_year": 2022, "status": "active", "member_ids": [ "idol_andteam_ej", "idol_andteam_fuma", "idol_andteam_harua", "idol_andteam_jo", "idol_andteam_k", "idol_andteam_maki", "idol_andteam_nicholas", "idol_andteam_taki", "idol_andteam_yuma" ], "columns": { "debut_year": { "value": 2022, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 1712349, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 584688349, "source": "Kworb", "observed": "2026-09-11", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes one feature credit (KAWASAKI - &TEAM Remix)." }, "spotify_followers": { "value": 1100000, "source": "Chartmetric", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Under the skin", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 39458164, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1331733, "source": "expansion batch-b: Wikipedia Back to Life (EP)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "Circle 2025 year-end 1,331,733; Oct 2025 monthly #1 (1,206,864); first-week Hanteo 1,222,022 (first-day 1,139,988 \u2014 million-seller on day 1; first Japanese artist million-seller in both Japan and Korea); RIAJ triple platinum (750K+ shipments)" }, "biggest_tour_name": { "value": "2026-2027 &TEAM CONCERT TOUR 'Mark on You'", "source": "Official announcement reported by multiple Japanese/K-pop news outlets", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2026, "source": "Official announcement reported by multiple Japanese/K-pop news outlets", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "expansion batch-b: Wikipedia Back to Life (EP)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 1600000, "source": "Chartmetric", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "instagram_followers": { "value": 2800000, "source": "Chartmetric", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tiktok_followers": { "value": 4900000, "source": "Chartmetric", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "x_followers": { "value": 682400, "source": "Chartmetric", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "kpopscore_30d": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026)" }, "kpopscore_alltime": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026)" }, "ranker_group_rank": { "value": null, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): not on the 120-entry Ranker all-time boy-group list" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "Official site updates on 2026-09-17 listed multiple active promotions, including K winning the 'atmos presents SNEAKER BEST DRESSER AWARD 2026' male artist category, JO appearing in SPUR, a ViVi cover, and tour/merch/light stick notices.", "Official announcements included the 2026-2027 &TEAM CONCERT TOUR 'Mark on You' merchandise sale and fanclub presales, indicating the group was preparing for ongoing tour activity.", "The official site also posted a TV appearance notice for 'Mezamashi TV' and a support appointment for K, showing continued public activity in mid-September 2026.", "A September 8, 2026 comeback was reported for the Korean mini-album 'Mark on Me'." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 36, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Fandom Powerhouse", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 92.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": 79.2, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 5/5" }, "LEG": { "value": 10.1, "confidence": "MEDIUM", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/5" }, "MOM": { "value": 87.5, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "still null at v1: bb200_entries_career, biggest_tour_gross, circle_digital_2025_best, daesangs_career, hot100_best_peak_career, hot100_entries_career, kpopscore_30d, kpopscore_alltime, mama_wins_total, mma_wins_total, musicshow_wins_career, ranker_group_rank, tour_gross_window" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 20.6, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 74.3, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.42" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.28" }, "MOM": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.33" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_zerobaseone", "name": "ZEROBASEONE", "debut_year": 2023, "status": "active", "member_ids": [ "idol_zerobaseone_han_yujin", "idol_zerobaseone_kim_gyuvin", "idol_zerobaseone_kim_jiwoong", "idol_zerobaseone_kim_taerae", "idol_zerobaseone_park_gunwook", "idol_zerobaseone_ricky", "idol_zerobaseone_seok_matthew", "idol_zerobaseone_sung_hanbin", "idol_zerobaseone_zhang_hao" ], "columns": { "debut_year": { "value": 2023, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "active five; four Feb 2026 departures; conflicts with legacy disbanded claim, see conflicts" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "active five; four Feb 2026 departures; conflicts with legacy disbanded claim, see conflicts | re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 1115098, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 692737664, "source": "Kworb", "observed": "2026-09-08", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": 1500000, "source": "Music Metrics Vault (secondary source), citing ZEROBASEONE Spotify followers", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "biggest_song_title": { "value": "In Bloom", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 84754769, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 1252315, "source": "0419 research (S12)", "observed": "2026-09-15", "confidence": "HIGH", "note": "BLUE PARADISE Hanteo first week 1,252,315" }, "biggest_tour_name": { "value": "HERE&NOW", "source": "Tour name and year reported in MB.com.ph; gross not found in gathered results", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2025, "source": "Tour name and year reported in MB.com.ph; gross not found in gathered results", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "Korea JoongAng Daily / Zapzee, Billboard Boxscore 2025 year-end", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A in opened sources" }, "mama_wins_total": { "value": 2, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "At least 1 (reported as \u22651)." }, "musicshow_wins_career": { "value": 23, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "daesangs_career": { "value": 3, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "3 identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 2, "source": "Billboard coverage via MB.com.ph and K-pop articles indicating first Billboard 200 entry with Blue Paradise and second with Never Say Never", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "hot100_entries_career": { "value": 0, "source": "No Hot 100 entry found in the gathered results", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": 1660000, "source": "SoriData (secondary source), citing YouTube follower count for ZEROBASEONE", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "instagram_followers": { "value": 4322919, "source": "HypeAuditor (secondary source), citing ZEROBASEONE Instagram follower count", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "tiktok_followers": { "value": 5400000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "5.4M, Sep 2026." }, "x_followers": { "value": 1100000, "source": "X profile snippet for @ZB1_official", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "kpopscore_30d": { "value": 379, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 604, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 22, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A: no top-100 digital entry" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bb200_best_position": { "value": 23, "source": "MB.com.ph coverage of ZEROBASEONE's Billboard 200 debut at No. 23", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "physical_sales_career_total": { "value": 9000000, "source": "MB.com.ph report citing Hanteo cumulative album sales surpassing nine million", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "news_since_2026_09_15": { "value": [ "No post-2026-09-15 group-specific news could be verified from the gathered source set.", "Recent 2026 coverage confirms the group\u2019s reorganization into a five-member lineup, with a May comeback reported and a March encore tour closeout reported earlier in the year.[2][5][7]", "Sung Han-bin was reported to make a solo debut on Oct. 12 under THE L1VE LABEL.[4]" ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 37, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 46.6, "confidence": "HIGH", "basis": "mean of 3/3 log-normalized columns (physical_sales_window_best, bb200_entries_career, hot100_entries_career); verified-fresh share 2/3" }, "STG": { "value": 36.2, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 80.7, "confidence": "HIGH", "basis": "mean of 5/5 log-normalized columns (spotify_followers, youtube_subs, instagram_followers, tiktok_followers, x_followers); verified-fresh share 4/5" }, "LEG": { "value": 12.6, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 86.0, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": 42.5, "ovr_confidence": "MEDIUM", "data_gaps": [ "figure conflict on tiktok_followers: baseline 5400000 vs Perplexity 5300000 (TokGauge (secondary source), citing @zb1) \u2014 baseline kept", "figure conflict on biggest_song_streams: baseline 84754769 vs Perplexity 73450000 (MK / TenAsia report citing Spotify strea) \u2014 baseline kept", "still null at v1: biggest_tour_gross, circle_digital_2025_best, hot100_best_peak_career, tour_gross_window" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 20.8, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.92" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 43.9, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.84" }, "LEG": { "value": 10.2, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.62" }, "MOM": { "value": 21.6, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 29 }, { "unit_id": "group_nct_127", "name": "NCT 127", "debut_year": 2016, "status": "active", "member_ids": [ "idol_nct_127_doyoung", "idol_nct_127_haechan", "idol_nct_127_jaehyun", "idol_nct_127_johnny", "idol_nct_127_jungwoo", "idol_nct_127_mark", "idol_nct_127_taeil", "idol_nct_127_taeyong", "idol_nct_127_winwin", "idol_nct_127_yuta" ], "columns": { "debut_year": { "value": 2016, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "seven current; Taeil, Mark former" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "seven current; Taeil, Mark former | re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 2729801, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 3037177085, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-14", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-14; verified live method flag" }, "spotify_followers": { "value": 7900000, "source": "Chartmetric[4]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_song_title": { "value": "Kick It", "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 176183692, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "0419 research", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A across all signals in sources found" }, "biggest_tour_name": { "value": "NEO CITY", "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "0419 research", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A across all signals in sources found" }, "mama_wins_total": { "value": 3, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": 2, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "2 AAA daesangs identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 9, "source": "Que.es citing Billboard[5]", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): not yet researched" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": 15600000, "source": "Index (Sep 2026)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "15.6M, Sep 2026. Shared NCT TikTok account excluded by group-boundary rule." }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 547, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 662, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 8, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "0419 research", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "N/A across all signals in sources found" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "NCT 127 held its 5th tour concert 'NEO CITY : SEOUL - THE REDLINE' at KSPO DOME in Seoul from 2026-09-18 to 2026-09-20[2][6].", "NCT 127\u2019s Japan website posted tour-related notices on 2026-09-18 and 2026-09-19, including a premium-seat upgrade lottery and a special program broadcast[1].", "A recent Billboard interview said Johnny noted another tour is definitely planned for next year[14].", "A report on 2026-09-14 said the album 'BLINGY' debuted at No. 129 on the Billboard 200 and marked the group\u2019s ninth entry[5]." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 38, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 100.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (bb200_entries_career); verified-fresh share 1/1" }, "STG": { "value": 34.9, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 0/1" }, "FAN": { "value": 89.0, "confidence": "MEDIUM", "basis": "mean of 2/5 log-normalized columns (spotify_followers, instagram_followers); verified-fresh share 1/2" }, "LEG": { "value": 16.8, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 85.2, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 47.1, "high": 59.1 }, "ovr_confidence": "LOW", "data_gaps": [ "still null at v1: biggest_tour_gross, biggest_tour_year, circle_digital_2025_best, hot100_best_peak_career, hot100_entries_career, mma_wins_total, musicshow_wins_career, physical_sales_window_best, tiktok_followers, tour_gross_window, x_followers, youtube_subs" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 38.5, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 23.7, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.42" }, "LEG": { "value": 7.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.53" }, "MOM": { "value": 37.3, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 17 }, { "unit_id": "group_got7", "name": "GOT7", "debut_year": 2014, "status": "active", "member_ids": [ "idol_got7_jinyoung", "idol_got7_youngjae", "idol_got7_jackson", "idol_got7_bambam", "idol_got7_jay_b", "idol_got7_mark", "idol_got7_yugyeom" ], "columns": { "debut_year": { "value": 2014, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "Warner Music Korea distributed 2025 reunion; members under separate agencies" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Warner Music Korea distributed 2025 reunion; members under separate agencies | re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 1787975, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "verified live method flag; got7 resolved via Korean-name search '\uac13\uc138\ube10' (see file note)" }, "spotify_total_streams_kworb": { "value": null, "source": "Kworb (Task 5)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no exact group Top Songs page surfaced (BIGBANG: only solo/track-history pages; GOT7: only Top Albums page; TVXQ: only chart-history page); URLs never constructed per method rules" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Just Right", "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "" }, "biggest_song_streams": { "value": 101176703, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "101,176,703 (replaces older rounded 101.5M)." }, "songs_over_1b_spotify": { "value": 0, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": 126000, "source": "expansion batch-d: Wikipedia Winter Heptagon", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "\"WINTER HEPTAGON\" ~126,000 copies in month of release; Circle weekly #3; JPN 1,897 (Oricon #24)" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d: Wikipedia Winter Heptagon", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 9, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "9 wins/29 noms (zh.wikipedia tally)." }, "mma_wins_total": { "value": 0, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 wins \u2014 en page shows nominations only (confirmed zero)." }, "musicshow_wins_career": { "value": 32, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "32 (4 Inkigayo, 10 Music Bank, 7 M Countdown, 3 Show Champion, 1 Show! Music Core, 7 The Show)." }, "daesangs_career": { "value": 2, "source": "zh.wikipedia.org", "observed": "2026-09-15", "confidence": "LOW", "note": "2 AAA daesangs identified (subset, not confirmed full career total)." }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts." }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 6230000, "source": "wikidata.org/wiki/Q23772001", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": 2100000, "source": "tokgauge.com/@got7_isourname", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "x_followers": { "value": 8800000, "source": "x.com/GOT7Official", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "kpopscore_30d": { "value": 396, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 512, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 7, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "news_since_2026_09_15": { "value": [ "Jinyoung was reported on 2026-09-15 to be launching his first solo Asia tour, Code#, starting in Seoul on November 7-8, 2026, with stops including Osaka, Tokyo, Manila, Taipei, Bangkok, and Macau.", "Jay B said during his 2026-09-13 Los Angeles show that a GOT7 reunion tour is difficult to schedule because all seven members are busy and on different agencies; the report was published on 2026-09-16." ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 39, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 77.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 0/1" }, "STG": { "value": 42.2, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 85.2, "confidence": "HIGH", "basis": "mean of 3/5 log-normalized columns (youtube_subs, tiktok_followers, x_followers); verified-fresh share 3/3" }, "LEG": { "value": 17.7, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 1/6" }, "MOM": { "value": 79.8, "confidence": "MEDIUM", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 0/2" } }, "market_ovr": { "low": 43.7, "high": 55.7 }, "ovr_confidence": "LOW", "data_gaps": [ "figure conflict on biggest_song_title: baseline Just Right vs Perplexity NANANA (kworb.net/spotify/artist/6nfDaffa50mKtEO) \u2014 baseline kept", "biggest_song_streams for GOT7 (4,988,385, \"NANANA\") looks far below the artist catalog total \u2014 needs verification, kept at LOW", "figure conflict on biggest_song_streams: baseline 101176703 vs Perplexity 4988385 (kworb.net/spotify/artist/6nfDaffa50mKtEO) \u2014 baseline kept", "still null at v1: bb200_entries_career, biggest_tour_gross, biggest_tour_name, biggest_tour_year, circle_digital_2025_best, hot100_best_peak_career, hot100_entries_career, instagram_followers, spotify_followers, spotify_total_streams_kworb, tour_gross_window" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 26.3, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.71" }, "STG": { "value": 3.1, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 34.9, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.53" }, "LEG": { "value": 10.2, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.62" }, "MOM": { "value": 14.2, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 21 }, { "unit_id": "group_winner", "name": "WINNER", "debut_year": 2014, "status": "hiatus", "member_ids": [ "idol_winner_hoony", "idol_winner_jinu", "idol_winner_mino", "idol_winner_seungyoon", "idol_winner_taehyun" ], "columns": { "debut_year": { "value": 2014, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-15", "confidence": "HIGH", "note": "four current; full-group activity indefinitely postponed" }, "status": { "value": "hiatus", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "four current; full-group activity indefinitely postponed | re-verified active via Perplexity 2026-09-19" }, "spotify_monthly_listeners": { "value": 924350, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "" }, "spotify_total_streams_kworb": { "value": 663065730, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-04", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-04; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "REALLY REALLY", "source": "Kworb Top Songs page (verified live Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "top track on the group's Kworb Top Songs page" }, "biggest_song_streams": { "value": 160800549, "source": "Kworb Top Songs page (verified live Sep 15 2026)", "observed": "2026-09-15", "confidence": "HIGH", "note": "top track streams on the group's Kworb Top Songs page" }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "0 above 1B." }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "biggest_tour_name": { "value": "WINNER JAPAN TOUR 2018 \u301cWe\u2019ll always be young\u301c", "source": "kworb.net/spotify/artist/5DuzBeOgFwViFcv00Q5PFb_songs.html", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": 2018, "source": "kworb.net/spotify/artist/5DuzBeOgFwViFcv00Q5PFb_songs.html", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources" }, "mama_wins_total": { "value": 1, "source": "it.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "1 win/11 noms (it.wikipedia tally)." }, "mma_wins_total": { "value": 3, "source": "it.wikipedia.org", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "3 wins/16 noms (it.wikipedia tally)." }, "musicshow_wins_career": { "value": 23, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "stale cutoff | source-dated: 2021 (last updated ~1858 days before 2026-09 crawl)" }, "daesangs_career": { "value": 5, "source": "soridata.com/en/artists/Winner.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list" }, "bb200_entries_career": { "value": 0, "source": "soridata.com/en/artists/Winner.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "hot100_entries_career": { "value": 0, "source": "soridata.com/en/artists/Winner.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": 4050000, "source": "soridata.com/en/artists/Winner.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 346, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source)" }, "kpopscore_alltime": { "value": 492, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000" }, "ranker_group_rank": { "value": 31, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only)" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-15", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d)" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-15", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026)" }, "physical_sales_career_total": { "value": 1032476, "source": "soridata.com/en/artists/Winner.html", "observed": "2026-09-19", "confidence": "LOW", "note": "" }, "news_since_2026_09_15": { "value": [ "WINNER\u2019s official Japan/global fanclub site posted new 2026 goods on 2026-09-19 and listed an a-nation 2026 appearance announcement from 2026-08-03.[2][5]", "A 2026-09-10 report said Kang Seung-yoon added a campus stage to his PAGE 2 tour and that WINNER is preparing a new group album.[1]" ], "source": "Perplexity gap-fill pass", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "rank": { "value": 40, "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "tier": { "value": "BRONZE", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" }, "playstyle": { "value": "Balanced", "source": "baseline build 2026-09-15", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from baseline" } }, "market": { "MUS": { "value": 0.0, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (bb200_entries_career, hot100_entries_career); verified-fresh share 2/2" }, "STG": { "value": 39.1, "confidence": "MEDIUM", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 0/3" }, "FAN": { "value": 82.6, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (youtube_subs); verified-fresh share 1/1" }, "LEG": { "value": 20.4, "confidence": "MEDIUM", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 2/6" }, "MOM": { "value": 78.9, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 0/1" } }, "market_ovr": { "low": 32.2, "high": 44.2 }, "ovr_confidence": "LOW", "data_gaps": [ "figure conflict on mma_wins_total: baseline 3 vs Perplexity 2 (soridata.com/en/artists/Winner.html) \u2014 baseline kept", "figure conflict on musicshow_wins_career: baseline 23 vs Perplexity 24 (soridata.com/en/artists/Winner.html) \u2014 baseline kept", "figure conflict on biggest_song_streams: baseline 160800549 vs Perplexity 148478024 (kworb.net/spotify/artist/5DuzBeOgFwViFcv) \u2014 baseline kept", "still null at v1: biggest_tour_gross, circle_digital_2025_best, hot100_best_peak_career, instagram_followers, physical_sales_window_best, spotify_followers, tiktok_followers, tour_gross_window, x_followers" ], "batch": 4, "worker_market_v0": { "MUS": { "value": 21.8, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.92" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.50" }, "FAN": { "value": 42.3, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.11" }, "LEG": { "value": 8.5, "confidence": "LOW", "basis": "v1 composite; dim completeness 0.53" }, "MOM": { "value": 6.6, "confidence": "MEDIUM", "basis": "v1 composite; dim completeness 0.83" } }, "mythic_eligible": false, "band": "Common", "rank_v1": 32 }, { "unit_id": "group_tvxq", "name": "TVXQ", "debut_year": 2003, "status": "active", "member_ids": [ "idol_tvxq_jaejoong", "idol_tvxq_junsu", "idol_tvxq_yunho", "idol_tvxq_changmin", "idol_tvxq_yoochun" ], "columns": { "debut_year": { "value": 2003, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Korean debut 2003 (Japanese debut 2005); duo since 2011 | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Korean debut 2003 (Japanese debut 2005); duo since 2011 | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 780531, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": null, "source": "Kworb (Task 5)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no exact group Top Songs page surfaced (BIGBANG: only solo/track-history pages; GOT7: only Top Albums page; TVXQ: only chart-history page); URLs never constructed per method rules | carried from 2026-09-15 baseline review round" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "MIROTIC", "source": "Kworb", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 51541472, "source": "Kworb", "observed": "2026-09-19", "confidence": "HIGH", "note": "Kworb Top Songs, updated Sep 4, 2026. | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d) | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": "Begin Again: Live Tour", "source": "Wikipedia (List of TVXQ concert tours in Japan), 2026-09-02", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity verify+gapfill 2026-09-19" }, "biggest_tour_gross": { "value": 110000000, "source": "Wikipedia (List of TVXQ concert tours in Japan), 2026-09-02", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity verify+gapfill 2026-09-19" }, "biggest_tour_year": { "value": 2018, "source": "Wikipedia (List of TVXQ concert tours in Japan), 2026-09-02", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity verify+gapfill 2026-09-19" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": 13, "source": "en.wikipedia.org", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "~13 wins incl. MKMF era (2005/2006 Artist of the Year, 2008 Album of the Year). | carried from 2026-09-15 baseline review round" }, "mma_wins_total": { "value": 2, "source": "en.wikipedia.org", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2 wins (2009 Star Award + Mania Award). | carried from 2026-09-15 baseline review round" }, "musicshow_wins_career": { "value": 46, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "stale cutoff | source-dated: 2019-06-10 | carried from 2026-09-15 baseline review round" }, "daesangs_career": { "value": 6, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "scope: major-5 | carried from 2026-09-15 baseline review round" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": null, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): not on KpopScore 217-artist roster (researched Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": 53, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only) | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d) | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 66.2, "confidence": "HIGH", "basis": "mean of 4/5 log-normalized columns (biggest_tour_gross, musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 4/4" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 24.2, "confidence": "HIGH", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 6/6" }, "MOM": { "value": 78.0, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 1/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "career total physical sales", "Billboard 200 entries count and best position", "Hot 100 entries and best peak", "confirmed totals for MAMA wins, MMA wins, music-show wins, daesangs", "YouTube subscribers", "Instagram followers", "TikTok followers", "X followers", "figure 'daesangs_total' flagged stale by Perplexity: value=6 src=not confirmed in gathered sources", "figure 'music_show_wins_total' flagged stale by Perplexity: value=46 src=not confirmed in gathered sources", "figure 'mama_wins_total' flagged stale by Perplexity: value=13 src=not confirmed in gathered sources", "figure 'mma_wins_total' flagged stale by Perplexity: value=2 src=not confirmed in gathered sources", "figure 'spotify_monthly_listeners' flagged stale by Perplexity: value=780000 src=Music Metrics Vault, 2026-09-16", "NEWS since 2026-09-15: U-Know Yunho\u2019s solo project tour continued into September 2026 with a Hong Kong date scheduled for 2026-09-26 per TVXQ\u2019s official X post dated 2026-07-15. Max Changmin was reported on 2026-09-14 to be preparing a solo comeback for mid-October 2026, with fanclub presales and sales notices posted on 2026-09-17 for his solo live sessions. No group comeback, label change, or TVXQ lineup change after 2026-09-15 was found in the available sources.", "LINEUP: Current lineup is the duo U-Know Yunho and Max Changmin; no lineup change is indicated in the gathered sources. TVXQ performed as a duo in 2026, and Changmin had a solo comeback announcement on 2026-09-14 while remaining a TVXQ member." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 15.9, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=15.9, completeness=0.71" }, "STG": { "value": 30.9, "confidence": "MEDIUM", "basis": "baseline STAGE dim=30.9, completeness=0.83" }, "FAN": { "value": 0.0, "confidence": "LOW", "basis": "baseline FANDOM dim=0.0, completeness=0.11" }, "LEG": { "value": 23.2, "confidence": "MEDIUM", "basis": "baseline LEGACY dim=23.2, completeness=0.62" }, "MOM": { "value": 0.0, "confidence": "LOW", "basis": "baseline MOMENTUM dim=0.0, completeness=0.33" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_allday_project", "name": "ALLDAY PROJECT", "debut_year": 2025, "status": "active", "member_ids": [ "idol_allday_project_annie", "idol_allday_project_bailey", "idol_allday_project_tarzzan", "idol_allday_project_woochan", "idol_allday_project_youngseo" ], "columns": { "debut_year": { "value": 2025, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "co-ed | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "co-ed | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 1888244, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 247975240, "source": "Kworb", "observed": "2026-09-12", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "FAMOUS", "source": "Awards index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 92938980, "source": "Awards index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Awards index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 142555, "source": "expansion batch-b: Wikipedia Famous (single album)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "single album \"Famous\" KOR 142,555 | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-b: Wikipedia Famous (single album)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": 1, "source": "Awards index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": 1, "source": "Awards index (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "1 KGMA-labeled daesang identified (subset). | carried from 2026-09-15 baseline review round" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": 0, "source": "Not found in gathered sources; no Billboard 200 entry verified.", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity verify+gapfill 2026-09-19" }, "hot100_entries_career": { "value": 0, "source": "Not found in gathered sources; no Hot 100 entry verified.", "observed": "2026-09-19", "confidence": "LOW", "note": "Perplexity verify+gapfill 2026-09-19" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 416, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 511, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): co-ed group, outside boy/girl list scopes | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": "#17 \"FAMOUS\" (351,275,132 pts)", "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "best Circle 2025 year-end digital entry; Perfect All-Kill | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "upcoming_release": { "value": "2nd EP CRASH, scheduled 2026-09-28 (announced 2026-09-14/15)", "source": "Perplexity verify 2026-09-19 (announcement coverage)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "" }, "tma_artist_of_year_2026": { "value": "won", "source": "TF News, 2026-09-19", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Artist of the Year at 2026 TMA; single-outlet report, needs corroboration" } }, "market": { "MUS": { "value": 25.9, "confidence": "HIGH", "basis": "mean of 3/3 log-normalized columns (physical_sales_window_best, bb200_entries_career, hot100_entries_career); verified-fresh share 3/3" }, "STG": { "value": 17.5, "confidence": "LOW", "basis": "mean of 1/5 log-normalized columns (mama_wins_total); verified-fresh share 1/1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 6.3, "confidence": "HIGH", "basis": "mean of 6/6 log-normalized columns (daesangs_career, bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 6/6" }, "MOM": { "value": 85.6, "confidence": "HIGH", "basis": "mean of 3/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best, circle_digital_2025_best); verified-fresh share 3/3" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Verified career total physical sales", "Verified biggest tour name/gross/year", "Verified recent tour gross", "Verified Billboard 200 entries and best position", "Verified Hot 100 entries and best peak", "Verified MMA wins total", "Verified career music-show wins total", "Verified career daesangs total", "Verified YouTube/Instagram/TikTok/X follower counts", "Verified source-backed confirmation of the user-recorded streams, physical sales, and Circle ranking figures", "figure 'biggest song' flagged stale by Perplexity: value=FAMOUS src=Not confirmed from gathered sources; Wikipedia/IFANN snippets did not verify thi", "figure 'song streams' flagged stale by Perplexity: value=92900000 src=Not verified in gathered sources.", "figure 'first-week physicals' flagged stale by Perplexity: value=142555 src=Not verified in gathered sources.", "figure 'Circle digital 2025 best' flagged stale by Perplexity: value=#17 src=Not verified in gathered sources.", "NEWS since 2026-09-15: A comeback is scheduled for 2026-09-28 with the second EP CRASH under The Black Label, announced on 2026-09-14/15. A 2026-09-19 award mention from TF News says ALLDAY PROJECT won Artist of the Year at the 2026 TMA. No label change or lineup change was found in the gathered sources since 2026-09-15.", "LINEUP: Current lineup is still the original five-member group: Annie, Tarzzan, Bailey, Woochan, and Youngseo. No member departures are indicated in the gathered sources; Annie\u2019s temporary academic return in early 2026 was not a permanent lineup change.", "Annie's early-2026 academic return confirmed temporary by ALLKPOP (2026-01-13); not a lineup change." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 27.5, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=27.5, completeness=0.92" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 24.3, "confidence": "LOW", "basis": "baseline FANDOM dim=24.3, completeness=0.42" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.53" }, "MOM": { "value": 32.3, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=32.3, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_the_boyz", "name": "THE BOYZ", "debut_year": 2017, "status": "active", "member_ids": [ "idol_the_boyz_eric", "idol_the_boyz_hwall", "idol_the_boyz_hyunjae", "idol_the_boyz_jacob", "idol_the_boyz_ju_haknyeon", "idol_the_boyz_juyeon", "idol_the_boyz_kevin", "idol_the_boyz_new", "idol_the_boyz_q", "idol_the_boyz_sangyeon", "idol_the_boyz_sunwoo", "idol_the_boyz_younghoon" ], "columns": { "debut_year": { "value": 2017, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "left IST Dec 2024; Sangyeon in military; Ju Haknyeon removed | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "left IST Dec 2024; Sangyeon in military; Ju Haknyeon removed | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 466481, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 534636032, "source": "Kworb", "observed": "2026-09-03", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. No feature-credit streams." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "REVEAL", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 40641213, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 743255, "source": "expansion batch-d: Soompi, THE BOYZ Unexpected 1st-week record", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "\"Unexpected\" first-week Hanteo 743,255 (record; 4th half-million seller); Circle weekly #1 (Apr 5, 233,935) | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d: Soompi, THE BOYZ Unexpected 1st-week record", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): 4th world tour THE BLAZE (Seoul KSPO Dome Aug 8, 2025 onward); no gross reported | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 303, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 539, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": 26, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only) | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "current_lineup": { "value": [ "Sangyeon", "Jacob", "Younghoon", "Hyunjae", "Juyeon", "Kevin", "Q", "Sunwoo", "Eric" ], "source": "Korea Times, 2026-09-14; SBS Star, 2026-09-18", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity correction 2026-09-19" }, "new_membership_changes_since_2026-09-15": { "value": "Sangyeon returned from military service and rejoined group activities; the group remained nine members; New remained out of the group", "source": "SBS Star, 2026-09-18; Sports Donga, 2026-09-18; KProfiles, 2026-09-16", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity correction 2026-09-19" }, "agency_current": { "value": "78 Records (group activities); individual agencies for solo work", "source": "Korea Times, 2026-09-14; STARNEWS, 2026-09-14", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity verify 2026-09-19; moved from ONE HUNDRED after contract dispute" } }, "market": { "MUS": { "value": 88.6, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 1/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 14.5, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 81.8, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Career total physical sales", "Biggest tour name/gross/year", "Recent tour gross", "Billboard 200 entries count and best position", "Hot 100 entries count and best peak", "MAMA wins total", "MMA wins total", "Music-show wins total (career)", "Daesangs total (career)", "YouTube subscribers", "Instagram followers", "TikTok followers", "X followers", "figure 'current_lineup' flagged corrected by Perplexity: value=['Sangyeon', 'Jacob', 'Younghoon', 'Hyunjae', 'Juyeon', 'Kevin', 'Q', 'Sunwoo', src=Korea Times, 2026-09-14; SBS Star, 2026-09-18", "figure 'new_membership_changes_since_2026-09-15' flagged corrected by Perplexity: value=Sangyeon returned from military service and rejoined group activities; the group src=SBS Star, 2026-09-18; Sports Donga, 2026-09-18; KProfiles, 2026-09-16", "figure 'best_first_week_physicals' flagged uncertain by Perplexity: value=743255 src=User records only; no corroborating source in gathered results", "figure 'spotify_total_streams' flagged uncertain by Perplexity: value=534.6M src=User records only; no corroborating source in gathered results", "figure 'spotify_monthly_listeners' flagged uncertain by Perplexity: value=466K src=User records only; no corroborating source in gathered results", "NEWS since 2026-09-15: On 2026-09-14, THE BOYZ were reported to restart group activities under a new label (78 Records/7S8 Records) after the contract dispute, with group activities handled separately from individual schedules. On 2026-09-17 to 2026-09-18, Sangyeon\u2019s military discharge was reported and the group reunited as nine, with official social media reactivated.", "LINEUP: Current active group lineup is nine members: Sangyeon, Jacob, Younghoon, Hyunjae, Juyeon, Kevin, Q, Sunwoo, Eric. New (Haknyeon) is no longer in the group; Sangyeon was inactive for military service but has rejoined after discharge on 2026-09-17. The group resumed activities as nine under 78 Records/7S8 Records in mid-September 2026.", "MODEL CONFLATION RISK: Perplexity note read 'New (Haknyeon) is no longer in the group', but New (Choi Chanhee) and Ju Haknyeon are two different members; Haknyeon left 2025 (already former). New/Chanhee marked former below based on the 9-member lineup reported by Korea Times/SBS Star which excludes him \u2014 needs direct confirmation of Chanhee's departure." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 9.0, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=9.0, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 59.4, "confidence": "LOW", "basis": "baseline FANDOM dim=59.4, completeness=0.53" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 0.0, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=0.0, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_kep1er", "name": "Kep1er", "debut_year": 2022, "status": "active", "member_ids": [ "idol_kep1er_chaehyun", "idol_kep1er_dayeon", "idol_kep1er_hikaru", "idol_kep1er_huening_bahiyyih", "idol_kep1er_mashiro", "idol_kep1er_xiaoting", "idol_kep1er_yeseo", "idol_kep1er_youngeun", "idol_kep1er_yujin" ], "columns": { "debut_year": { "value": 2022, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "Seo Youngeun departed Mar 6 2026 | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "Kep1er Wikipedia, last updated 2026-09-14; Chosun Biz 2026-03-06; SBS Star 2026-03-06", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity correction 2026-09-19" }, "spotify_monthly_listeners": { "value": 750418, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 520429301, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-08-16", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-08-16; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "WA DA DA", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Figure from Aug 16, 2026 (semi-stale). | carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 196305179, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Semi-stale (Aug 16, 2026). | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 184308, "source": "expansion batch-c: Soompi, Kep1er first BB200 entry", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "\"TIPI-TAP\" KOR 184,308; \"Bubble Gum\" KOR 127,905 | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-c: Soompi, Kep1er first BB200 entry", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): \"Into the Orbit: Kep1asia\" tour (Seoul Sep 20\u201321, 2025) had no reported gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 365, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 496, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "current_member_lineup": { "value": [ "Choi Yu-jin", "Shen Xiaoting", "Kim Chae-hyun", "Kim Da-yeon", "Hikaru", "Huening Bahiyyih" ], "source": "Chosun Biz 2026-03-06; SBS Star 2026-03-06; Wikipedia last updated 2026-09-14", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Perplexity correction 2026-09-19" } }, "market": { "MUS": { "value": 79.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 1/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 10.1, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 78.6, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Career total physical sales", "Biggest tour name/gross/year", "Recent tour gross", "Billboard 200 entries count and best position", "Hot 100 entries count and best peak", "MAMA wins total", "MMA wins total", "Music-show wins total (career)", "Daesangs total (career)", "YouTube subscribers", "Instagram followers", "TikTok followers", "X followers", "figure 'status' flagged corrected by Perplexity: value=active src=Kep1er Wikipedia, last updated 2026-09-14; Chosun Biz 2026-03-06; SBS Star 2026-", "figure 'current_member_lineup' flagged corrected by Perplexity: value=['Choi Yu-jin', 'Shen Xiaoting', 'Kim Chae-hyun', 'Kim Da-yeon', 'Hikaru', 'Huen src=Chosun Biz 2026-03-06; SBS Star 2026-03-06; Wikipedia last updated 2026-09-14", "figure 'best first-week physicals' flagged stale by Perplexity: value=184308 src=No confirming source in available results", "figure 'total Spotify streams' flagged stale by Perplexity: value=520.4M src=No confirming source in available results", "NEWS since 2026-09-15: No verified post-2026-09-15 comeback, release, tour, label change, or lineup change was found in the available results. A setlist listing shows upcoming Sep 26, 2026 (SBI Music Circus 2026 Hokkaido) and Sep 27, 2026 (LANDCON 2026) appearances, but no confirmed new announcement beyond scheduling pages.", "LINEUP: Current lineup is 6 members: Choi Yu-jin, Shen Xiaoting, Kim Chae-hyun, Kim Da-yeon, Hikaru, and Huening Bahiyyih. Mashiro and Kang Ye-seo left in July 2024; Seo Young-eun left on 2026-03-06, ending the earlier 7-member era." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 20.4, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=20.4, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 30.0, "confidence": "LOW", "basis": "baseline FANDOM dim=30.0, completeness=0.42" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 9.5, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=9.5, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_stayc", "name": "STAYC", "debut_year": 2020, "status": "active", "member_ids": [ "idol_stayc_sieun", "idol_stayc_isa", "idol_stayc_j", "idol_stayc_seeun", "idol_stayc_sumin", "idol_stayc_yoon" ], "columns": { "debut_year": { "value": 2020, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 1426295, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 1001663724, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-12", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-12; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "ASAP", "source": "Kworb", "observed": "2026-09-19", "confidence": "HIGH", "note": "Corrected Kworb page (a misattributed US-singer page was rejected). | carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 152621360, "source": "Kworb", "observed": "2026-09-19", "confidence": "HIGH", "note": "Kworb Top Songs. | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 133136, "source": "expansion batch-c: Wikipedia STAYC", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "\"S\" KOR 133,136; first-week Hanteo 127,469 | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-c: Wikipedia STAYC", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): 2nd world tour STAY TUNED (2025) had no reported gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 369, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 530, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": 77.4, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 1/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 12.2, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 79.4, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 27.5, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=27.5, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 22.8, "confidence": "LOW", "basis": "baseline FANDOM dim=22.8, completeness=0.42" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 10.1, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=10.1, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_fromis_9", "name": "fromis_9", "debut_year": 2018, "status": "active", "member_ids": [ "idol_fromis_9_chaeyoung", "idol_fromis_9_gyuri", "idol_fromis_9_hayoung", "idol_fromis_9_jiheon", "idol_fromis_9_jisun", "idol_fromis_9_jiwon", "idol_fromis_9_nagyung", "idol_fromis_9_saerom", "idol_fromis_9_seoyeon" ], "columns": { "debut_year": { "value": 2018, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "left Pledis Dec 2024; name secured after negotiations | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "left Pledis Dec 2024; name secured after negotiations | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 1947232, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 538118351, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-10", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-10; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "DM", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 76243244, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 97615, "source": "expansion batch-d (Sep 14 2026 index); no URL given in note", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "\"From Our 20's\" KOR 97,615; Circle #5, JPN #47 (5-piece debut Jun 25, 2025) | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d (Sep 14 2026 index); no URL given in note", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 463, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 526, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": 75.3, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 1/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 13.8, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 79.2, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 24.4, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=24.4, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 15.8, "confidence": "LOW", "basis": "baseline FANDOM dim=15.8, completeness=0.42" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 24.5, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=24.5, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_fx", "name": "f(x)", "debut_year": 2009, "status": "inactive (indefinite hiatus)", "member_ids": [ "idol_fx_krystal", "idol_fx_luna", "idol_fx_sulli", "idol_fx_victoria", "idol_fx_amber" ], "columns": { "debut_year": { "value": 2009, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "members left SM; never officially disbanded | carried from 2026-09-15 baseline review round" }, "status": { "value": "inactive (indefinite hiatus)", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "members left SM; never officially disbanded | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 1203614, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 403357354, "source": "Kworb Top Songs 'Streams | Total' (verified live Sep 15 2026)", "observed": "2026-09-12", "confidence": "HIGH", "note": "Kworb page 'last updated' 2026-09-12; verified live method flag" }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "4 Walls", "source": "Kworb Top Songs page (verified live Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "top track on the group's Kworb Top Songs page | carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 75497456, "source": "Kworb Top Songs page (verified live Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "top track streams on the group's Kworb Top Songs page | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Kworb", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d) | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-a\u2013d (Sep 14 2026 index): no window figures surfaced for this group", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": 2, "source": "en.wikipedia.org", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2 wins (2012 Best Dance Performance, 2015 Global Choice). | carried from 2026-09-15 baseline review round" }, "mma_wins_total": { "value": 2, "source": "en.wikipedia.org", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "2 wins (2011 Top 10, 2013 MBC Music Star Award). | carried from 2026-09-15 baseline review round" }, "musicshow_wins_career": { "value": 34, "source": "en.wikipedia.org", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "34 (ko.wikipedia). | carried from 2026-09-15 baseline review round" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 346, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 476, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no window figures surfaced in expansion Task 1 batch notes (batch-a\u2013d) | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": 42.4, "confidence": "HIGH", "basis": "mean of 3/5 log-normalized columns (musicshow_wins_career, mama_wins_total, mma_wins_total); verified-fresh share 3/3" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 18.2, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 80.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 1/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "FANDOM", "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 20.3, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=20.3, completeness=0.92" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "baseline FANDOM dim=None, completeness=0.0" }, "LEG": { "value": 10.1, "confidence": "LOW", "basis": "baseline LEGACY dim=10.1, completeness=0.47" }, "MOM": { "value": 6.6, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=6.6, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_xikers", "name": "Xikers", "debut_year": 2023, "status": "active", "member_ids": [ "idol_xikers_hunter", "idol_xikers_hyunwoo", "idol_xikers_jinsik", "idol_xikers_junghoon", "idol_xikers_junmin", "idol_xikers_minjae", "idol_xikers_seeun", "idol_xikers_sumin", "idol_xikers_yechan", "idol_xikers_yujun" ], "columns": { "debut_year": { "value": 2023, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 370756, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 133171906, "source": "Kworb", "observed": "2026-08-17", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "TRICKY HOUSE", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Figure from Aug 17, 2026 (semi-stale). | carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 35774315, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Semi-stale (Aug 17, 2026). | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 320000, "source": "expansion batch-c: KPTN xikers Billboard charts", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "first-week >320,000 (Oct 31\u2013Nov 6, 2025, HOUSE OF TRICKY : WRECKING THE HOUSE) \u2014 career high (Kpopmap) | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-c: KPTN xikers Billboard charts", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": 1, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "At least 1 (reported as \u22651). | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 365, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 434, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": 39, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only) | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": 56.6, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (physical_sales_window_best, bb200_entries_career); verified-fresh share 2/2" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 8.7, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 78.4, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 0.7, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=0.7, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 39.3, "confidence": "LOW", "basis": "baseline FANDOM dim=39.3, completeness=0.53" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 9.5, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=9.5, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_dreamcatcher", "name": "Dreamcatcher", "debut_year": 2017, "status": "active", "member_ids": [ "idol_dreamcatcher_dami", "idol_dreamcatcher_gahyun", "idol_dreamcatcher_handong", "idol_dreamcatcher_jiu", "idol_dreamcatcher_siyeon", "idol_dreamcatcher_sua", "idol_dreamcatcher_yoohyeon" ], "columns": { "debut_year": { "value": 2017, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "debut-year definition conflict: 2014 MINX debut vs 2017 re-debut; Handong, Dami, Gahyun left company but remain members | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "debut-year definition conflict: 2014 MINX debut vs 2017 re-debut; Handong, Dami, Gahyun left company but remain members | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 604988, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 861424542, "source": "Kworb", "observed": "2026-09-13", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. No feature-credit streams." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "BOCA", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 69237265, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": null, "source": "expansion batch-d (Sep 14 2026 index); no URL given in note", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no releases in window found | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d (Sep 14 2026 index); no URL given in note", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no tour gross in opened sources | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 330, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 440, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": null, "source": "Ranker girl-group cross-links (observed 2026-09-15; list did not render)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): girl-group all-time list did not render (FAQ-only shell); no cross-link verified for this group | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no releases in window found (last: [VirtuouS] Jul 2024) | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 14.5, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 76.5, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (spotify_monthly_listeners); verified-fresh share 1/1" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "FANDOM", "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 15.8, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=15.8, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "baseline FANDOM dim=None, completeness=0.0" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 4.1, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=4.1, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null }, { "unit_id": "group_oneus", "name": "ONEUS", "debut_year": 2019, "status": "active", "member_ids": [ "idol_oneus_hwanwoong", "idol_oneus_keonhee", "idol_oneus_leedo", "idol_oneus_ravn", "idol_oneus_seoho", "idol_oneus_xion" ], "columns": { "debut_year": { "value": 2019, "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "moved from RBW to B-Wave Feb 5 2026 | carried from 2026-09-15 baseline review round" }, "status": { "value": "active", "source": "expansion identity sweep (sweep-identity.md, Sep 15 2026) + binding status corrections in expansion master report", "observed": "2026-09-19", "confidence": "HIGH", "note": "moved from RBW to B-Wave Feb 5 2026 | carried from 2026-09-15 baseline review round" }, "spotify_monthly_listeners": { "value": 366097, "source": "Spotify artist page (direct snapshot, collected by main agent Sep 15 2026)", "observed": "2026-09-19", "confidence": "HIGH", "note": "carried from 2026-09-15 baseline review round" }, "spotify_total_streams_kworb": { "value": 277213918, "source": "Kworb", "observed": "2026-06-22", "confidence": "HIGH", "note": "Read directly from exact Kworb Spotify Top Songs page. Total includes 2,069,648 feature streams across two feature-credit tracks." }, "spotify_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "biggest_song_title": { "value": "Valkyrie", "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Figure from Jun 22, 2026 (semi-stale). | carried from 2026-09-15 baseline review round" }, "biggest_song_streams": { "value": 31624565, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "Semi-stale (Jun 22, 2026). | carried from 2026-09-15 baseline review round" }, "songs_over_1b_spotify": { "value": 0, "source": "Index (Sep 2026)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "0 above 1B. | carried from 2026-09-15 baseline review round" }, "physical_sales_window_best": { "value": 48118, "source": "expansion batch-d: Wikipedia Oneus", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "\"5x\" KOR 48,118 (as four, Seoho in military); Circle #11 | carried from 2026-09-15 baseline review round" }, "biggest_tour_name": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_gross": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "biggest_tour_year": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no published biggest-tour gross found" }, "tour_gross_window": { "value": null, "source": "expansion batch-d: Wikipedia Oneus", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): 2026 world tour FULL MOON opens Oct 24\u201325, 2026 \u2014 outside window | carried from 2026-09-15 baseline review round" }, "mama_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "mma_wins_total": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): career MAMA/MMA win totals never compiled (window-only MAMA/MMA 2025 researched)" }, "musicshow_wins_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "daesangs_career": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "bb200_no1_albums_career": { "value": 0, "source": "K-pop Power Ranking 2026 research run (0436 agent)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "absent from Billboard 200 No.1 K-pop list | carried from 2026-09-15 baseline review round" }, "bb200_entries_career": { "value": null, "source": "gap-fill pass (Sep 2026)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A: career Billboard 200 entry counts poorly archived for non-US acts. | carried from 2026-09-15 baseline review round" }, "hot100_entries_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "hot100_best_peak_career": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): Hot 100 career not covered for expansion groups; see hot100_window_* for window entries" }, "youtube_subs": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "instagram_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "tiktok_followers": { "value": null, "source": "legacy-0436", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): field not covered in legacy run" }, "x_followers": { "value": null, "source": "no research pass (coverage audit Sep 15 2026)", "observed": null, "confidence": "LOW", "note": "N/A (not yet researched): no research pass covered X followers or Daum fancafe sizes" }, "kpopscore_30d": { "value": 318, "source": "KpopScore 30D preset (read live 2026-09-15; site 'Last updated: 9/14/2026, 10:34:59 AM', TZ unspecified; score/1000)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore 30D score/1000; methodology: https://kpopscore.io/how-it-works (time decay + peer-relative normalization; derived analytics, not an official source) | carried from 2026-09-15 baseline review round" }, "kpopscore_alltime": { "value": 444, "source": "KpopScore All-Time preset (read live 2026-09-15; gentle 4-year decay; awards counted in All Time only)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "KpopScore All-Time score/1000 | carried from 2026-09-15 baseline review round" }, "ranker_group_rank": { "value": 25, "source": "Ranker all-time boy-group list, 102.5K+ voters (observed 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "placement on Ranker all-time K-pop boy-group list (dynamic fan-vote list; low-weight crowd signal only) | carried from 2026-09-15 baseline review round" }, "circle_digital_2025_best": { "value": null, "source": "Soompi, Circle Chart 2025 year-end (read 2026-09-15)", "observed": "2026-09-19", "confidence": "LOW", "note": "N/A (genuinely not found): no Circle 2025 year-end digital entry surfaced | carried from 2026-09-15 baseline review round" }, "grammy_noms": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "bbma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" }, "vma_wins": { "value": 0, "source": "expansion Task 7 international-awards pass (notes/task7-awards-international.md; read 2026-09-15)", "observed": "2026-09-19", "confidence": "MEDIUM", "note": "no wins found in expansion international-awards research (Sep 15 2026) | carried from 2026-09-15 baseline review round" } }, "market": { "MUS": { "value": 70.7, "confidence": "LOW", "basis": "mean of 1/3 log-normalized columns (physical_sales_window_best); verified-fresh share 1/1" }, "STG": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "FAN": { "value": null, "confidence": "PENDING", "basis": "no usable column data at v1" }, "LEG": { "value": 13.1, "confidence": "HIGH", "basis": "mean of 5/6 log-normalized columns (bb200_no1_albums_career, grammy_noms, debut_seniority, bbma_wins, vma_wins); verified-fresh share 5/5" }, "MOM": { "value": 72.2, "confidence": "HIGH", "basis": "mean of 2/3 log-normalized columns (spotify_monthly_listeners, physical_sales_window_best); verified-fresh share 2/2" } }, "market_ovr": "Scouting", "ovr_confidence": "PENDING", "data_gaps": [ "Perplexity verify+gapfill round blocked by HTTP 429 rate limit on 2026-09-19; all figures carried from the 2026-09-15 verified baseline, unverified this round." ], "batch": 5, "worker_market_v0": { "MUS": { "value": 3.0, "confidence": "MEDIUM", "basis": "baseline MUSIC dim=3.0, completeness=0.83" }, "STG": { "value": 0.0, "confidence": "LOW", "basis": "baseline STAGE dim=0.0, completeness=0.5" }, "FAN": { "value": 10.8, "confidence": "LOW", "basis": "baseline FANDOM dim=10.8, completeness=0.53" }, "LEG": { "value": 0.0, "confidence": "LOW", "basis": "baseline LEGACY dim=0.0, completeness=0.28" }, "MOM": { "value": 2.3, "confidence": "MEDIUM", "basis": "baseline MOMENTUM dim=2.3, completeness=0.83" } }, "mythic_eligible": false, "band": "Unranked", "rank_v1": null } ] }