alfredplpl_cleaned

The alfredplpl__x family of the ElliotVL supervised-fine-tuning pool, after VLM cleaning.

images	44,358
QA turns	225,561
answers rewritten by the cleaning pass	71,296
QA created by the cleaning pass (new_qa)	139,711 (61.9%)
shards	10

How this was cleaned

A vision-language model read each image together with its QA and judged the item. The pass is not a filter that only removes rows — it rewrites answers it finds wrong but salvageable, drops what it cannot salvage, and adds QA where the image supports more than the source provided. Each row carries the judge's own record in clean_meta, including the cleaner identity, the policy it applied, and its per-item scores for legibility, richness and coverage.

A large share of the QA here was written by the cleaning pass, not by the original dataset. Across the pool that share runs from roughly half to over 80% of a family's turns, and it is reported in the table above. Those rows have an empty org_answer because no pre-clean original exists. Treat them as model-generated supervision: they were judged against the image, but they are not human annotation, and model-written QA is where formatting defects are most likely.

The effect on the answers that were carried over is substantive rather than cosmetic. In this pool the pass corrects values, not just wording — a curve's critical point restated from 4.00 to 2.00, a computed ratio from 1 to Approximately 1.33 — and for some families it removed the content entirely, which is why those families are absent here rather than published empty.

answer vs org_answer

• answer — the cleaned answer. Train on this.
• org_answer — the pre-cleaning answer from the same (image, question) in the uncleaned pool. It is empty for QA the cleaning pass added, which have no original.

Where the two differ, the difference is the correction. Keeping both makes every edit auditable instead of asking you to take the cleaning on trust.

This dataset supersedes an earlier upload of the same family that was built from the pre-clean pool. That version carried the uncorrected answers and has been deleted.

Schema

• image — HF Image(), renders directly in the dataset viewer
• image_sha256 — content hash of the image
• n_qa — number of turns attached to this image
• qa — list of {question, answer, org_answer}, in source order
• family / clean_meta — provenance and the judge's per-row record

A row with more than one entry in qa is a conversation over a single image, not a set of independent questions — the turns depend on each other and the image belongs to all of them. Keep them together and in order when training.

Parquet row groups are written at ~32 MB so the dataset viewer pages without stalling.

What is NOT claimed

No rejection sampling was run against this family: there is no accept/reject verdict per row, and answer is the cleaned reference rather than a model generation that a string verifier confirmed. For that, use the *_RS_think / *_rejected datasets in this org.

Examples

10 rows taken straight from this dataset. Images are the original files as stored here - no downscaling, no recompression - and every turn is shown in full.

Example 1 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a landscape painting featuring barren, dead trees standing in rough, uneven terrain under a pale sky with diagonal beams of light.	The image shows a painting of a landscape with dead trees in the foreground, painted by vincent van gogh in 1889. the painting is titled "the landscape with dead trees" and was created in 1888.
2	Please provide a japanese caption for the image.	この画像は、枯れ木が立ち並ぶ荒涼とした風景画です。空には斜めの光の筋が見え、地面は茶色と緑の斑模様で描かれています。右下には梯子のような構造物が見えます。	この画像は、ヴァン・ゴッホの作品「戦場の風景」の一部です。この作品は、1890年に作られ、フランスの戦争の影響を象徴しています。地平線には、光が照らすような線が見え、その先には灰色の雲が広がっています。地平線の下には、枯れ木々が立ち並び、その間には土壌が散乱しています。地平線の上には、光が照らすような線が見え、その先には灰色の雲が広がっています。地平線の下には、枯れ木々が立ち並び、その間には土壌が散乱しています。地平線の上には、光が照らすような線が見え、その先には灰色の雲が広がっています。地平線の下には、枯れ木々が立ち並び、その間には土壌が散乱しています。地平線の上には、光が照らすような線が見え、その先には灰色の雲が広がっています。地平線の下には、枯れ木々が
3	What distinct features are visible in the sky?	Two diagonal beams of light cutting through the pale sky.	(unchanged)
4	What object is visible in the bottom right corner?	A ladder.	(unchanged)
5	Describe the colors and texture of the foreground terrain.	The ground is rough and uneven, featuring patches of reddish-brown earth and sparse green vegetation.	(unchanged)

Example 2 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a painting of a garden with a house in the background, surrounded by trees, plants, grass, and flowers. the sky is visible at the top of the painting, creating a peaceful atmosphere.	(unchanged)
2	Please provide a japanese caption for the image.	この画像は、花の庭の風景を描いた絵画です。前景には赤い花と白い花が咲き、その奥の芝生には建物へ続く道が見えます。背景には建物と木々があります。	この画像は、花の庭の風景を描いた絵画です。背景には、建物と緑の木々が見え、その前に赤い花が咲き、白い花が散乱しています。花の間には、小さな石畳が敷かれています。全体的に、春の風景が描かれています。
3	How are the red and white flowers arranged relative to each other in the foreground?	The red flowers are in the immediate foreground, with the white flowers situated just behind them.	(unchanged)
4	What architectural details are visible on the white building in the background?	Several windows are visible on the facade of the white building.	(unchanged)
5	What large element frames the right side of the painting?	A large, dark green tree or bush frames the right side of the scene.	(unchanged)

Example 3 — 4 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a pencil sketch of a woman laying on a bed, her body contorted in a relaxed position. she is wearing a white dress with a patterned shawl draped over her shoulders and her hair is pulled back in a bun. her eyes are closed and her lips are slightly parted, giving her a peaceful and contented look.	(unchanged)
2	Please provide a japanese caption for the image.	横たわる女性の鉛筆スケッチ。彼女はリラックスした姿勢で床に寝そべり、目を閉じています。	申し訳ありませんが、私は画像を直接表示または解釈することはできません。しかし、あなたが描いた図面の内容について説明いただけますか？それにより、より具体的な情報を提供することができます。
3	What specific shading technique is visible on the shawl and background?	The artist uses vertical hatching lines to create shading and texture on the shawl and the background area.	(unchanged)
4	Is there a signature visible in the image?	Yes, there is a sketchy, illegible signature or mark in the bottom right corner.	(unchanged)

Example 4 — 4 turns on one image

#	question	answer
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows claude monet's painting of the beach at pourville, with the water on the left side, houses on the right side, and a hill in the background. the sky is visible at the top of the painting.
2	Please provide a japanese caption for the image.	この画像は、海岸線の風景を描いた絵です。海は鮮やかな青色で、波が激しく揺れています。海岸には、小さな木々や建物が配置されています。海岸の先端には、小さな屋根を持つ建物があり、その周囲には小さな丘や山が見えます。天気は薄い雲が覆われており、空は淡い青色に染まっています。
3	What color are the roofs of the buildings located on the slope to the right?	The roofs are painted in reddish-orange or terracotta tones.
4	Describe the large landform rising on the right side of the painting.	It is a steep cliff face covered in green vegetation that overlooks the beach and buildings.

Example 5 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a painting of a group of people in a dimly lit room. On the left, a woman in a dark dress stands looking down. In the bottom left, a bearded man kneels. On the right, a child in a red outfit stands. In the background, there is a large opening showing a landscape with trees and a tower.	The image shows a painting of a group of people in a room, with a woman holding a stick and a child sitting on the floor. in the background, there is a wall with a photo frame, and the painting is titled "the adoration of the magi".
2	Please provide a japanese caption for the image.	This image depicts a painting with several figures. A woman stands on the left, a man kneels in the foreground, and a child in red stands on the right. In the background, there are other figures and a view of a landscape through a large opening.	この画像は、17世紀のイタリアの画家、アンドレア・ドゥーリンが描いた絵画です。画面中央に立つ女性は、彼女の手には小さな子供がおり、その子供は彼女に頭を下げて感謝の意を示しています。彼女の右側には、他の人物がいるのが見えます。彼らは、背景には丘や建物が描かれています。全体的に、この絵画は家族の愛と感謝の感情を表現しています。
3	Describe the figures in the foreground of the painting.	On the left, a woman in a dark dress with a white collar stands looking down. In the bottom left corner, a bearded man kneels. On the right, a child in a red outfit stands looking up.	(unchanged)
4	What is visible through the large rectangular opening in the background?	A landscape scene featuring dark trees and a stone tower or building is visible through the opening.	(unchanged)
5	Who are the figures located in the background behind the main group?	There are two men in the background; one is seated or kneeling wearing a hat, and another stands further back to the right.	(unchanged)

Example 6 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a Japanese woodblock print of a fierce warrior with wild hair and a beard, holding a sword aloft in his right hand. At his feet, there is a red, head-like figure or object.	The image shows a japanese woodblock print of a samurai with a sword in his hand, standing in front of a dragon. the samurai is wearing traditional japanese clothing and has a determined expression on his face, as if he is ready to take on any challenge. the dragon is depicted in a menacing stance, with its wings spread wide and its claws outstretched. the colors used in the print are vibrant and the details of the samurai's clothing and the dragon's scales are clearly visible.
2	Please provide a japanese caption for the image.	この画像は、日本の浮世絵（木版画）スタイルで描かれた武士の姿です。人物は、乱れた長い髪と大きな髭、そして激しい表情が特徴的です。彼は右手に長い剣を振り上げています。彼の足元には、赤い色をした頭部や悪魔のような物体が描かれています。背景は単色の紙の色です。	この画像は、中国の伝統的な絵画スタイルで描かれた人物の肖像画です。人物は、長い髪と大きな顔、そして大きな目が特徴的です。彼の表情は強烈で、怒りや興奮の様子が見られます。彼の手には、長さが長い剣が握られています。 彼の右側には、赤い血の滴り落ちるような物質が描かれています。これは、彼の敵または敵の死体を象徴している可能性があります。背景は、茶色で、その中に人物が描かれています。全体的に、この絵画は、戦争や戦闘の情景を表現しています。
3	What is the artistic medium of this image?	It is a Japanese woodblock print (Ukiyo-e).	(unchanged)
4	Describe the red object located at the bottom right of the image.	It appears to be a severed head or a small red demonic figure with hair, positioned near the warrior's feet.	(unchanged)
5	What are the distinctive features of the warrior's face?	He has a fierce expression with bared teeth, a large bushy beard, and long, wild hair flowing backwards.	(unchanged)

Example 7 — 6 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a painting of a man in a suit and tie sitting in a chair, with a wall in the background. The man is wearing a black suit with a white shirt and a dark red tie. He has a serious expression on his face, and his hands are resting on his lap. His hair is neatly combed and his eyes are focused on something in the distance.	The image shows a painting of a man in a suit and tie sitting in a chair, with a wall in the background. the man appears to be a dramatist, wearing a black suit with a white shirt and a black tie. he has a serious expression on his face, and his hands are resting on his lap. his hair is neatly combed and his eyes are focused on something in the distance.
2	Please provide a japanese caption for the image.	This image is a portrait of a man, identified as Gustav Mahler. He is sitting wearing a black suit, white shirt, and a dark red tie. The background is a plain, light-colored wall.	この画像は、19世紀の画家の作品であると言われています。画題は「マーラー」です。画家はアンドレ・ルノワールとされています。この人物は、黒いスーツを着て座っている姿勢で、白いシャツと赤いネクタイを纏っています。背景は灰色で、壁が見えます。
3	What distinctive facial hair does the man have?	The man has a prominent dark mustache.	(unchanged)
4	Describe the man's hairline.	The man has a receding hairline with short, dark hair.	(unchanged)
5	What type of collar is the man wearing?	He is wearing a high, stiff white collar.	(unchanged)
6	What is the artistic medium of the image?	It appears to be an oil painting, characterized by visible brushstrokes.	(unchanged)

Example 8 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a woman with reddish-orange hair, seen from behind, looking down at a large white sheet of paper or canvas with blueish sketchy lines. She is wearing a dark garment with a textured sleeve. The painting is done in an Impressionist style with visible brushstrokes.	The image shows a woman sitting in a chair, reading a book, painted by pierre auguste renoir. she is wearing a white dress with a blue shawl draped over her shoulders and her hair is pulled back in a bun. her eyes are focused on the book in her hands, and her expression is one of concentration and focus. the painting is done in a realistic style, with the woman's face and clothing rendered in great detail. the colors used are muted and earthy, giving the painting a timeless quality.
2	Please provide a japanese caption for the image.	この画像は、印象派の画家（おそらくピエール・オーギュスト・ルノワール）の作品の一部です。赤毛の女性が後ろ姿で、青い線が描かれた大きな白い紙やキャンバスを見つめています。彼女は黒い服を着ており、手には紙を持っています。	この画像は、画家アンドレ・ルノワールの作品「女画師」の一部です。画面中央に座っている女性が、手に描く絵を描いている様子が描かれています。彼女の髪は赤い、長いストレートヘアで、その頭部から背中にかけての部分が赤い衣装を着ています。彼女の手には、大きな白い紙と黒いペンが握られています。背景には、他の人物が描かれており、彼らの顔は見えません。全体的に、この作品は印象派のスタイルで、色の鮮やかな表現と、抽象的な構成が特徴です。
3	What color is the woman's hair?	Reddish-orange.	(unchanged)
4	What is the woman holding in her hands?	A large white sheet of paper or canvas with blueish sketchy lines on it.	(unchanged)
5	What is visible on the woman's left arm?	A dark, likely black, sleeve with a textured or lace-like cuff.	(unchanged)

Example 9 — 6 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a poster or cover featuring a woman with flowing dark hair holding a light-colored flag aloft. The title 'CHANSONS ROUGES' is written in large, stylized letters at the top. The woman appears to be singing or shouting. Text on the left credits 'MUSIQUE DE MARCEL LEGAY' and 'DESSINS DE STEINLEN'. A lion's head is visible in the bottom right corner.	The image shows a book cover with a drawing of a woman holding a flag, with the title "chansons rouges" written in bold lettering. the woman is wearing a long, flowing dress with a high neckline and long sleeves, and her hair is pulled back in a bun. she is standing in a field of tall grass, with a bright blue sky and white clouds in the background. the flag she is holding is a deep red, and the text on the cover is written in a classic font.
2	Please provide a japanese caption for the image.	この画像は、ステンレンによる装飾的なポスターです。背景はセピア色で、中心部には旗を掲げた女性が描かれています。彼女の髪は風になびいており、口を開けて歌っているか叫んでいるような表情をしています。ポスターの上部には「CHANSONS ROUGES」と書かれています。左側には「MUSIQUE DE MARCEL LEGAY」と「DESSINS DE STEINLEN」という文字が見えます。右下にはライオンの頭が描かれています。	この画像は、フランスの画家のステンレンによって作られた装飾的なポスターです。背景は黒で、中心部には女性が浮かび上がっています。彼女は大きな翼を持ち、その翼から光が放射しています。彼女の顔は驚きの表情で、目が大きく開かれています。彼女の手には、小さな花束が握られています。 ポスターの上部には、フランスの作曲家マルセル・レガイの名前が書かれています。下部には、彼女の描いた絵のタイトル「GRANSONS ROUGES」が記載されています。右側には、彼女の描いた絵の作者の名前「STEINLEN」が記載されています。これらの要素は、このポスターの装飾的なデザインと関連しています。
3	What text is written in the large, stylized font at the top of the image?	CHANSONS ROUGES	(unchanged)
4	Who are the creators credited on the left side of the poster?	The music is by Marcel Legay ('MUSIQUE DE MARCEL LEGAY') and the drawings are by Steinlen ('DESSINS DE STEINLEN').	(unchanged)
5	What animal is visible in the bottom right corner of the image?	A lion's head.	(unchanged)
6	Describe the woman's expression and what she is holding.	The woman has her mouth open as if singing or shouting, and she is holding a large, light-colored flag on a pole.	(unchanged)

Example 10 — 6 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	The given image is a historical artwork. Please generate a detailed caption describing what you see.	The image shows a drawing of a woman seen from behind, walking away. She is wearing a long, dark skirt with vertical stripes and a light-colored head covering. To her left stands a bare tree, and the background is hazy.	The image shows a woman standing in front of a tree with a bird perched on a branch. she is wearing a long dress and her hair is pulled back in a bun. the tree is tall and leafy, with a few branches reaching up towards the sky. the woman is looking down at the bird, her expression thoughtful and contemplative.
2	Please provide a japanese caption for the image.	This is a drawing by Vincent van Gogh, likely titled 'Back of a Peasant Woman'. It depicts a woman walking away, wearing a striped skirt and a white headscarf, with a bare tree to the left.	この画像は、ヴァン・ゴッホの絵画作品「農夫の背後」の炭素ペン画です。画面中央に立っている人物は、頭に帽子をかぶった女性が描かれています。彼女は膝を曲げて、右手に杖を持っています。背景には、雲や空が描かれ、その上に光が照り付いています。この作品は、農夫の生活を描いた作品で、その表情や動作から農夫の苦しみや困難を感じさせる印象があります。
3	What is the figure in the image wearing?	The figure is wearing a long, dark skirt with vertical stripes or folds, a dark jacket, and a light-colored head covering or bonnet.	(unchanged)
4	What is visible in the background to the left of the figure?	There is a bare tree with thin branches reaching upwards.	(unchanged)
5	Is there a signature visible in the image?	Yes, a signature that appears to read 'Vincent' is visible in the bottom right corner.	(unchanged)
6	What is the medium of the artwork?	The artwork appears to be a drawing, likely executed in charcoal or conté crayon, characterized by cross-hatching and shading.	(unchanged)