# ART ATLAS — saved-image candidates

Protocol: art-atlas-search/3
Interpretation supplied by caller: (structured traits)
Search URL: https://contemporary-art-20000.pages.dev/ai/find/geometric-95,collage-95/all/12
Collection: 20000; analyzed: 19986; eligible after category filter: 19986; returned: 12.
Category: all
Criteria: geometric=95 (weight 1), collage=95 (weight 1)

These are candidates, not the final selection. Caller LLM should compare and select the requested number, explain its interpretation, and cite artwork URLs. Scores are relative image-text impressions, not probabilities. Artist nationality and historical style membership are NOT inferred. Only claim direct image inspection if you actually opened the image.

## 1. Yuji HIRATSUKA — Bulbous Being
ID: tg-0ef15341b7b713
Year: 2010
Gallery: The Tolman Collection
Category: print
Medium: etching, chine-collé
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-0ef15341b7b713
Image URL: https://tolmantokyo.com/tct-wp/wp-content/uploads/2019/09/Bulbous_Being-2010-ed15-15x11cm.jpg
Official source: https://tolmantokyo.com/en/artworks/bulbous-being/
AI-estimated impressions: 画像との照合では、「平面的」・「肖像」・「神聖・荘厳」・「夢のような」の印象が比較的強いと推定されました。
Requested impressions: geometric=95 (target 95), collage=95 (target 95)
Match score: 100 (not a probability)

## 2. Clifton KARHU — A Corner in Gion
ID: tg-f4d6ef4a1f8b04
Year: 1972
Gallery: The Tolman Collection
Category: print
Medium: woodblock
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-f4d6ef4a1f8b04
Image URL: https://tolmantokyo.com/tct-wp/wp-content/uploads/2019/11/Corner_in_Gion_1973_ed80_23x30cm_f46x46m.jpg
Official source: https://tolmantokyo.com/en/artworks/a-corner-in-gion/
AI-estimated impressions: 画像との照合では、「都市」・「光沢」・「対称的」・「ユーモア」の印象が比較的強いと推定されました。
Requested impressions: geometric=95 (target 95), collage=95 (target 95)
Match score: 100 (not a probability)

## 3. Ryan Schneider — Emotional Data
ID: af-16535d7ab68354c8
Year: 2022
Gallery: Almine Rech
Category: painting
Medium: Oil pigment on wood 188 x 41 x 20 cm 74 x 16 x 8 in
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-16535d7ab68354c8
Image URL: https://d1bc1xn3hygkq4.cloudfront.net/rimage/ftw_webp_576/image/12568/c1f187956d86d1363121b84ee2b047a3
Official source: https://www.alminerech.com/artists/329-ryan-schneider
AI-estimated impressions: 画像との照合では、「模様・装飾」・「グラフィック的」・「楽しげ」・「奇怪・グロテスク」の印象が比較的強いと推定されました。
Requested impressions: geometric=95 (target 95), collage=95 (target 95)
Match score: 100 (not a probability)

## 4. Michael Mahalchick — Tabboo! 4
ID: af-55264b55346d0d6f
Year: 2018
Gallery: Ceysson & Bénétière
Category: other
Medium: latex rubber and mixed media on poster
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-55264b55346d0d6f
Image URL: https://d21r5lu6gvix4l.cloudfront.net/artworks/17181/main_image/Mahalchick-2018-tabboo-4-17181-900-600.jpg
Official source: https://www.ceyssonbenetiere.com/en/artists/63/michael-mahalchick
AI-estimated impressions: 画像との照合では、「対称的」・「劇的」・「複雑・緻密」・「模様・装飾」の印象が比較的強いと推定されました。
Requested impressions: geometric=96 (target 95), collage=95 (target 95)
Match score: 99 (not a probability)

## 5. Yves Zurstrassen — 14.11.12 New Beginning 
ID: tg-7b2c6cd74b4800
Year: 2014
Gallery: Ceysson & Bénétière
Category: painting
Medium: oil on canvas
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-7b2c6cd74b4800
Image URL: https://d21r5lu6gvix4l.cloudfront.net/artworks/24831/main_image/Zurstrassen-2014-14.11.12-n-24831-900-600.jpg
Official source: https://www.ceyssonbenetiere.com/en/artists/495/yves-zurstrassen
AI-estimated impressions: 画像との照合では、「黒」・「幾何学的」・「コラージュ」・「暗い」の印象が比較的強いと推定されました。
Requested impressions: geometric=96 (target 95), collage=95 (target 95)
Match score: 99 (not a probability)

## 6. mounir fatmi — Tools Holder 01
ID: af-56bbf8a484b22528
Year: 2019
Gallery: Ceysson & Bénétière
Category: other
Medium: black leather tool belt, construction tools and books
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-56bbf8a484b22528
Image URL: https://d21r5lu6gvix4l.cloudfront.net/artworks/15736/main_image/fatmi-2019-wittgenste-15736-900-600.jpg
Official source: https://www.ceyssonbenetiere.com/en/artists/217/mounir-fatmi
AI-estimated impressions: 画像との照合では、「静物」・「機械的」・「グラフィック的」・「黒」の印象が比較的強いと推定されました。
Requested impressions: geometric=94 (target 95), collage=95 (target 95)
Match score: 99 (not a probability)

## 7. Yoshio IMAMURA — The 12 Signs of the Zodiac Leo
ID: tg-7c45238c06d05f
Year: 2004
Gallery: The Tolman Collection
Category: print
Medium: etching, gold leaf, woodblock
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-7c45238c06d05f
Image URL: https://tolmantokyo.com/tct-wp/wp-content/uploads/2021/05/The_12_Signs_of_the_Zodiac_Leo-黄道十二星座_獅子座-2004-ed30-i25x19.5cm-scaled.jpg
Official source: https://tolmantokyo.com/en/artworks/the-12-signs-of-the-zodiac-leo/
AI-estimated impressions: 画像との照合では、「黄色」・「コラージュ」・「幾何学的」・「透け感」の印象が比較的強いと推定されました。
Requested impressions: geometric=95 (target 95), collage=96 (target 95)
Match score: 99 (not a probability)

## 8. Joyce Pensato — Everlast
ID: af-2a0702205acfa338
Year: 
Gallery: Lisson Gallery
Category: other
Medium: 2014 Collage
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-2a0702205acfa338
Image URL: https://lisson-art.s3.amazonaws.com/uploads/attachment/image/body/5728/PENS140011.jpg
Official source: https://www.lissongallery.com/artists/joyce-pensato
AI-estimated impressions: 画像との照合では、「具象的」・「室内」・「グラフィック的」・「ユーモア」の印象が比較的強いと推定されました。
Requested impressions: geometric=96 (target 95), collage=94 (target 95)
Match score: 99 (not a probability)

## 9. Ivan Messac — Rougeur dans le ciel bleu
ID: tg-9eb600ca382345
Year: 1984
Gallery: Ceysson & Bénétière
Category: painting
Medium: oil on canvas
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-9eb600ca382345
Image URL: https://d21r5lu6gvix4l.cloudfront.net/artworks/701/main_image/Messac-Rougeur-da-1240580646-900-600.jpg
Official source: https://www.ceyssonbenetiere.com/en/artists/20/ivan-messac
AI-estimated impressions: 画像との照合では、「鳥」・「鋭角・直線」・「喜び・幸福感」・「幾何学的」の印象が比較的強いと推定されました。
Requested impressions: geometric=94 (target 95), collage=94 (target 95)
Match score: 99 (not a probability)

## 10. Seiko KAWACHI — Fly XIV
ID: tg-1ba9931884dcdd
Year: 
Gallery: The Tolman Collection
Category: print
Medium: Japanese paper, woodblock
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/tg-1ba9931884dcdd
Image URL: https://tolmantokyo.com/tct-wp/wp-content/uploads/2024/06/Fly_XIV-翔べ_XIV-ed39-1995-s73x104cm-scaled.jpg
Official source: https://tolmantokyo.com/en/artworks/%e7%bf%94%e3%81%b9-xiv/
AI-estimated impressions: 画像との照合では、「劇的」・「都市」・「複雑・緻密」・「強い恐怖」の印象が比較的強いと推定されました。
Requested impressions: geometric=95 (target 95), collage=94 (target 95)
Match score: 99 (not a probability)

## 11. Nina Chanel Abney — Outer Space, Inner Circle
ID: af-1da4ba7e1e82b02d
Year: 2020
Gallery: Perrotin
Category: other
Medium: Collage on panel; 217.2 x 217.2 x 3.5 cm | 85 1/2 x 85 1/2 x 1 3/8 inches
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-1da4ba7e1e82b02d
Image URL: https://s3.perrotin.com/d:600xauto/details/photo/nina_chanel_abney-87170_251995.jpg
Official source: https://www.perrotin.com/en/artists/nina-chanel-abney
AI-estimated impressions: 画像との照合では、「グラフィック的」・「鋭角・直線」・「幾何学的」・「平面的」の印象が比較的強いと推定されました。
Requested impressions: geometric=96 (target 95), collage=94 (target 95)
Match score: 99 (not a probability)

## 12. Roy Lichtenstein — Mural with Blue Brushstroke (Study)
ID: af-20fa486163cec7af
Year: c. 1984
Gallery: Gagosian
Category: drawing
Medium: Colored pencil and graphite pencil on paper, 41 ½ × 29 ¾ inches (105.4 × 75.6 cm)
Artwork URL: https://contemporary-art-20000.pages.dev/artworks/af-20fa486163cec7af
Image URL: https://gagosian.com/media/images/exhibitions/2026/roy-lichtenstein-painting-with-scattered-brushstrokes/612MTVHo5QAG_600x600.jpg
Official source: https://gagosian.com/exhibitions/2026/roy-lichtenstein-painting-with-scattered-brushstrokes/
AI-estimated impressions: 画像との照合では、「平面的」・「グラフィック的」・「漫画・キャラクター的」・「コラージュ」の印象が比較的強いと推定されました。
Requested impressions: geometric=94 (target 95), collage=96 (target 95)
Match score: 99 (not a probability)

To refine: change traits or weights in the search URL and fetch again.