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.

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 elliot-mllm.

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 — 3 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	List all purchased items and the final amount due.	1 x Nasi Campur Bali 75,000 1 x Bbk Bengil Nasi 125,000 1 x MilkShake Starwb 37,000 1 x Ice Lemon Tea 24,000 1 x Nasi Ayam Dewata 70,000 3 x Free Ice Tea 0 1 x Organic Green Sa 65,000 1 x Ice Tea 18,000 1 x Ice Orange 29,000 1 x Ayam Suir Bali 85,000 2 x Tahu Goreng 36,000 2 x Tempe Goreng 36,000 1 x Tahu Telor Asin 40,000 1 x Nasi Goreng Samb 70,000 3 x Bbk Panggang Sam 366,000 1 x Ayam Sambal Hija 92,000 2 x Hot Tea 44,000 1 x Ice Kopi 32,000 1 x Tahu Telor Asin 40,000 1 x Free Ice Tea 0 1 x Bebek Street 44,000 1 x Ice Tea Tawar 18,000 Sub-Total 1,346,000 Service 100,950 PBI 144,695 Rounding -45 Grand Total 1,591,600	OCR Detected Words: 1%, Nasi Campur Bali, 75,000, 1, Bbk Bengil Nasi, 125,000, MilkShake Starwb, 37,000, Ice Lemon Tea, 24,000, Nasi Ayam Dewata, 70000, X, Free Ice Tea, 0, 3, Organic Green Sa, 65000, 1x, IceTea, 18,000, Ice Orange, 29,000, 1%, Ayam Suir Bali, 85,000, 2x, Tanu Goreng, 36,000, 2, Tempe Goreng, 36,000, X, 40000, 1, Tahu Telor Asin, 70,000, 1, Nasi Goreng Samb, 366,000, 3x, Bbk Panggang Sam, 92.000, 1x, Ayam Sanbal Hija, 44000, Hot Tea, 32,000, X, Ice Kopi, 40,000, X, Tahu Telor Asin, 0, 1, X, Free Ice Tea, Bebek Street, 44.000, 1, 18.000, Ice Tea Tawar, Sub-Total, 1,346,000, Service, 100,950, PB1, 144.695, -45, Rounding, Grand Tota1.1591,600
2	What patterned surface is the receipt lying on?	A black and white woven mat.	(unchanged)
3	How is the 'Grand Total' line visually distinct from the item list?	It is printed in a larger, bolder font.	(unchanged)

Example 2 — 4 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	Extract every item and the total cost from this receipt or invoice.	Items: Fish Ball (1, 10,000), Fried Siomay (1, 10,000). Subtotal: 20,000. Discount: (0). TOTAL: 20,000. Tunai: 20,000. Kembalian: 0.	OCR Detected Words: #Bi, Fish Ball, 10,000, Fried Siomay, 10,000, Subtotal, 20,000, Discount, (0), TOTAL, 20,000, Tunai, 20,000, Kembalian, 0
2	What Chinese characters are visible in the logo at the top of the receipt?	老曾记	(unchanged)
3	What quantity is listed for the Fish Ball and Fried Siomay items?	1	(unchanged)
4	What type of surface is the receipt resting on?	A wooden table	(unchanged)

Example 3 — 4 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	What are the main items and totals in this document?	OCR Detected Words: MobiWeb, Receipt no: 50, Date: 30/09/2014 10:12:31, Opened By: admin, Insert By: admin, Payment Type: Cash, QTY, ITEM, PRICE, TOTAL, 2x, Chicken Chop(unit), 12.00, 24.00, 1x, redeem1(unit), 2.00, 2.00, 1x, yeos(unit), 1.80, 1.80, 1x, king fried rice(unit), 12.00, 12.00, Total, 39.80, Discount, 0.00, Grand, 39.80, Extra Disc, 0.00, Srvc (), 0.00, Inclusive Of Tax (6.00%), 2.25, Round Up, 0.00, Nett, 39.80, Tendered, 0.00, Change, -39.80	OCR Detected Words: MobiWeb, Receipt no:50, Date:30/09/2014 10:12:31, Opened By:admin, Insert By admin, Payment Type:Cash, PRICE, TOTAL, QTY, ITEM, 2x, 12.00, 24.00, Chicken Chop(unit), 1x, 2.00, 2.00, redeem1(unit), 1.80, 1.80, 1x, yeos(unit), 12.00, 12.00, 1x, king fried rice(unit), Total, 39.80, 0.00, Discount, 39.80, Grand, 0.00, Extra Disc, Srvc(), 0.00, 2.25, Inclusive Of Tax, (6.00%), 0.00, Round Up, Nett, 39.80, Tendered, 0.00, Change, -39.80
2	What visual element is located at the top left corner of the receipt?	A barcode.	(unchanged)
3	What does the logo at the top center consist of?	The text 'MobiWeb' next to a globe icon.	(unchanged)
4	What are the column headers for the itemized list in order from left to right?	QTY, ITEM, PRICE, TOTAL	(unchanged)

Example 4 — 4 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	Identify the goods/services and payment summary in this invoice.	OCR Detected Words: PRE-PD CELLULAR!, MONEY ORDERS AND, WE NOW OFFER, ONLY $3.59 +TAX!, WOW! MARLBORO CIGS, NB OIL CO INC #1, 17966 BROOKHURST, FOUNTAIN VALLEY, SHELL, 17966 BROOKHURST, FOUNTAIN VALL CA, RT# 93002654548, 02/18/07, 11:24:35, Debit, Acct#, XXXXXXXXXXXX, RCPT# 24-0059, Inv# 480756, Auth#, PIN USED, PUMP# 22, regular, 8.352G, SELF, PRICE/GAL, $2.499, FUEL TOTAL, $20.87, TOTAL, $20.87, THANK YOU FOR, SHOPPING WITH US, PLEASE COME AGAIN!	OCR Detected Words: PRE-PD CELLULAR!, MONEY ORDERS AND, WE NOW OFFER, ONLY $3.59 +TAX!, WOW! MARLBORO CIGS, NB OIL CO INC #1, 17966BROOKHURST, FOUNTAIN VALLEY, SHELL, 17966BROOKHURST, FOUNTAIN VALL CA, RT93002654548, 02/18/07, 11:24:35, Debit, Acct#, XXXXXXXXXXXX, RCPT#24-0059, Inv# 480756, Auth#, PIN USED, PUMP22, regular, 8.352G, SELF, PRICE/GAL, $2.499, FUEL TOTAL, $20.87, TOTAL, $20.87, THANK YOU FOR, SHOPPING WITH US, PLEASE COME AGAIN!
2	What is the orientation of the text inside the black box at the top of the receipt?	The text is upside down.	(unchanged)
3	Is the Authorization number (Auth#) visible on the receipt?	No, the value is redacted with a black bar.	(unchanged)
4	Is the full Account number visible?	No, the end of the number is redacted with a black bar.	(unchanged)

Example 5 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	What products or services are listed and what is the total?	The receipt lists '1 Banana Cho + NuTea' for 20,000. The total is 22,000.	OCR Detected Words: jacges, Daopes, 20000, Ranana Cho + NuTea, SubTotal:, 20,000, PR1:, 2,000, Total:, 22,0003, cash:, 22.000
2	What specific item is listed on the receipt and what is its price?	1 Banana Cho + NuTea for 20,000	(unchanged)
3	What are the values for SubTotal, PBI, and Total?	SubTotal: 20,000, PBI: 2,000, Total: 22,000	(unchanged)
4	What text is printed vertically along the right edge of the receipt?	Japes and Dopes	(unchanged)
5	What is the background color behind the receipt?	Red	(unchanged)

Example 6 — 4 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	Show me all the line items and the total payment from this document.	The receipt lists one item: '1 SPICY WOSAM R' for 33,636. The subtotal is 33,636, tax is 3,364, and the total is 37,000, paid via GOPAY.	OCR Detected Words: RCIENSA, 1SPICY WOSAM R, 33,636, Subtotal, 33,636, Tax, 3,364, Total, 37,000, GOPAY, 37,000
2	What payment method is listed at the bottom of the receipt?	GOPAY	(unchanged)
3	What is the tax amount shown on the receipt?	3,364	(unchanged)
4	Describe the surface on which the receipt is placed.	A light-colored wooden surface.	(unchanged)

Example 7 — 3 turns on one image

#	question	answer
1	Analyze this image comprehensively to include the following aspects: 1. Provide a brief overview of what the image shows (main subject/scene) 2. Describe key visual elements including: - Layout and composition - Important objects and their spatial relationships - Text or written content if present - Colors, lighting, and visual style 3. Note any distinctive details, unusual features, or important contextual elements Make sure every detail you mention is clearly visible in the image. Be specific and precise in your descriptions. Output in pure text, no markdown or other formatting.	1. The image shows an invoice document. The main subject is the billing details for a transaction between a seller and a client, including itemized purchases and financial summaries. 2. Key visual elements: - Layout and composition: The document is organized with headers, sections, and tables. The top of the page includes the invoice number and date. Below that, there are sections for seller and client information on the left and right, respectively. The central area contains a table listing items, descriptions, quantities, and costs. The bottom section summarizes the financial totals. - Important objects and spatial relationships: - Header: Displays "Invoice no: 57905164" and "Date of issue: 06/06/2012." - Seller Information: Includes the seller's name "Serrano, Cross and Caldwell," address, tax ID, and IBAN. - Client Information: Includes the client's name "Edwards-Leonard," address, and tax ID. - Items Table: Lists four items with details such as quantity, unit of measure (UM), net price, net worth, VAT percentage, and gross worth arranged in columns. - Summary: A table summarizing VAT in percentage, net worth, VAT amount, and gross worth, with a total row at the bottom. - Text or written content: Includes names, addresses, tax IDs, item descriptions, quantities, prices, and calculated finances. - Colors, lighting, and visual style: The document uses a simple black and white color scheme with shades of gray for formatting. Text is primarily black, with bold headings. The lighting is neutral, typical of a digital document. 3. Distinctive details, unusual features, or important contextual elements: - The invoice involves specialized items like a "Halloween Skeleton Hand Stemless Single Wine Glass" and "Vintage Set of 4 Clear Iridescent Rainbow Glass Glasses." - The date format used is day/month/year, and there is a consistent 10% VAT applied across all items. - Unique identifiers like tax IDs and IBAN for the seller are included, offering insight into payment and identification details. - Each item's net worth and corresponding gross worth, after applying VAT, are calculated and presented in the table.
2	Please generate detailed OCR results for the following image. Make sure every detail you mention is clearly visible in the image. If the image contains multiple text or number elements, please separate them into different lines. Output in pure text, no markdown or other formatting.	Invoice no: 57905164 Date of issue: 06/06/2012 Seller: Serrano, Cross and Caldwell 943 Rebecca Creek Apt. 623 New Cesar, MA 12690 Tax Id: 936-82-7340 IBAN: GB02QBHZ70184097596719 Client: Edwards-Leonard 67619 Shannon Spurs Port Sarahstad, OH 13646 Tax Id: 940-74-5920 ITEMS No. Description Qty UM Net price Net worth VAT [%] Gross worth 1. Halloween Skeleton Hand Stemless Single Wine Glass Black with Silver Zinc Alloy 1,00 each 24,99 24,99 10% 27,49 2. Crystal Grape Wine Bottle Embellishment Jewelry Necklace For The Bottle 4,00 each 25,00 100,00 10% 110,00 3. Fabulous at 50 wine glass, Out of the Box, 33 4,00 each 20,00 80,00 10% 88,00 4. Vintage Set of 4 Clear Iridescent Rainbow Glass Glasses Champagne Wine 4,00 each 15,95 63,80 10% 70,18 SUMMARY VAT [%] Net worth VAT Gross worth 10% 268,79 26,88 295,67 Total $ 268,79 $ 26,88 $ 295,67
3	Describe the specific visual formatting cues used for the section headers and document title.	The document title 'Invoice no' is bolded, while 'Date of issue' is not. The section headers 'Seller:', 'ITEMS', and 'SUMMARY' are preceded by gray horizontal bars on the left margin. 'ITEMS' and 'SUMMARY' are styled in bold, uppercase text, whereas 'Seller:' and 'Client:' are bold but mixed case.

Example 8 — 3 turns on one image

#	question	answer
1	Analyze this image comprehensively to include the following aspects: 1. Provide a brief overview of what the image shows (main subject/scene) 2. Describe key visual elements including: - Layout and composition - Important objects and their spatial relationships - Text or written content if present - Colors, lighting, and visual style 3. Note any distinctive details, unusual features, or important contextual elements Make sure every detail you mention is clearly visible in the image. Be specific and precise in your descriptions. Output in pure text, no markdown or other formatting.	1. The image shows an invoice document detailing a transaction between a seller and a client, listing items purchased, their prices, and totals including VAT. 2. Key Visual Elements: - Layout and Composition: The invoice is organized into several sections, clearly divided by lines. At the top is the invoice number and date. Below, the seller and client details are presented side by side. The items purchased are listed in a tabular format, followed by a summary section at the bottom. - Important Objects and Spatial Relationships: - Seller and client information are positioned at the top-left and top-right sections, respectively. - A table in the middle lists the items, quantities, unit prices, net worth, VAT, and gross worth. - The summary section below the table shows a breakdown of totals. - Text or Written Content: Includes the invoice number (54795998), date of issue (04/24/2012), seller and client details including addresses and tax IDs, item descriptions, quantities, prices, and totals including VAT. - Colors, Lighting, and Visual Style: Mostly monochromatic with black text on a white background, using bold and regular fonts for emphasis. 3. Distinctive Details: - The invoice includes both text and numeric data such as tax IDs and banking details. - There is a consistent 10% VAT applied to each item. - Specific book titles are listed, indicating a purchase of books. - The invoice’s structural clarity aids in readability, with clear headings and well-organized columns. This is a typical business document designed for transactional clarity and accuracy.
2	Please generate detailed OCR results for the following image. Make sure every detail you mention is clearly visible in the image. If the image contains multiple text or number elements, please separate them into different lines. Output in pure text, no markdown or other formatting.	Invoice no: 54795998 Date of issue: 04/24/2012 Seller: Williams, Norman and Caldwell 8892 Rebekah Squares Hernandezfort, VT 23586 Tax Id: 954-96-7661 IBAN: GB29OFAO76533419352401 Client: Duarte, Grant and Moran 066 Johns Ramp Apt. 144 Ballside, NJ 80080 Tax Id: 978-84-6098 ITEMS No. Description Qty UM Net price Net worth VAT [%] Gross worth 1. Bronze Dragon Codex (The Dragon Codices) by R.D. Henham 3,00 each 4,49 13,47 10% 14,82 2. Michael Jackson: A Life in Music (Paperback or Softback) 4,00 each 12,33 49,32 10% 54,25 3. Tumbling by Caela Carter 3,00 each 4,49 13,47 10% 14,82 SUMMARY VAT [%] Net worth VAT Gross worth 10% 76,26 7,63 83,89 Total $ 76,26 $ 7,63 $ 83,89
3	What specific visual design element is used to the left of the section headers 'Seller', 'ITEMS', and 'SUMMARY'?	There are grey horizontal bars to the left of these section headers.

Example 9 — 2 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	Analyze this image comprehensively to include the following aspects: 1. Provide a brief overview of what the image shows (main subject/scene) 2. Describe key visual elements including: - Layout and composition - Important objects and their spatial relationships - Text or written content if present - Colors, lighting, and visual style 3. Note any distinctive details, unusual features, or important contextual elements Make sure every detail you mention is clearly visible in the image. Be specific and precise in your descriptions. Output in pure text, no markdown or other formatting.	1. The image shows a receipt from Chipotle Mexican Grill. 2. Key visual elements include: - Layout and composition: The receipt is vertically oriented and centered in the image against a dark background. The text is printed in black on white paper. - Important objects and spatial relationships: At the top is the Chipotle logo, a circular emblem featuring a stylized chili pepper with "CHIPOTLE" arched at the top and "MEXICAN GRILL" at the bottom. Below the logo, there's the slogan "You decide what's inside." The receipt lists the restaurant's address: 864 Broadway, New York, NY 10003, with a phone number (212-253-7860). It includes the name of the host ("Victor"), order number (#362), date (08/30/2012), and time (1:09 PM), along with the number 10264. The order items listed are "Carnitas Bowl" priced at $8.27, and "Guacamole" priced at $2.07. Subtotal ($10.34) and tax ($0.92) are provided, with a rounding adjustment of -0.01. The total cost is listed as "TAKE OUT Total" $11.25, with cash tendered at $20.00, resulting in change of $8.75. - Text or written content: The receipt includes additional text such as "Bathroom Code: 6481" and promotional information about funding classroom gardens for purchases between 8/24 and 8/31, and a free kids meal offer upon returning with the receipt between 9/1 and 9/30. It ends with "--- Check Closed ---". - Colors, lighting, and visual style: The receipt is primarily monochromatic with black text on a slightly off-white background. The lighting appears natural, suggesting that the image was taken without flash, maintaining clarity in the details. 3. Distinctive details and contextual elements include the specific bathroom code (6481) and the promotional message encouraging returning customers with their receipts to obtain a free kids meal. The receipt’s slight creases and folds indicate it's been handled, contributing to the authenticity of a typical restaurant transaction.	1. The image shows a receipt from Chipotle Mexican Grill. 2. Key visual elements include: - Layout and composition: The receipt is vertically oriented and centered in the image against a dark background. The text is printed in black on white paper. - Important objects and spatial relationships: At the top is the Chipotle logo, which features a stylized chili pepper. Below the logo, there's the slogan "You decide what's inside." The receipt lists the restaurant's address: 864 Broadway, New York, NY 10003, with a phone number (212-253-7860). It includes the name of the host ("Victor"), order number (#362), date (08/30/2012), and time (1:09 PM). The order items listed are "Carnitas Bowl" priced at $8.27, and "Guacamole" priced at $2.07. Subtotal and tax are provided, and rounding adjustments are mentioned. The total cost is $11.25, with cash tendered at $20.00, resulting in change of $8.75. - Text or written content: The receipt includes additional text such as "Bathroom Code: 6481" and promotional information about funding classroom gardens and a free kids meal offer upon returning with the receipt. It ends with "--- Check Closed ---". - Colors, lighting, and visual style: The receipt is primarily monochromatic with black text on a slightly off-white background. The lighting appears natural, suggesting that the image was taken without flash, maintaining clarity in the details. 3. Distinctive details and contextual elements include the specific bathroom code (6481) and the promotional message encouraging returning customers with their receipts to obtain a free kids meal. The receipt’s slight creases and folds indicate it's been handled, contributing to the authenticity of a typical restaurant transaction.
2	Please generate detailed OCR results for the following image. Make sure every detail you mention is clearly visible in the image. If the image contains multiple text or number elements, please separate them into different lines. Output in pure text, no markdown or other formatting.	CHIPOTLE MEXICAN GRILL You decide what's inside. 864 Broadway New York, NY 10003 212-253-7860 Host: Victor 08/30/2012 ORDER #362 1:09 PM 10264 Carnitas Bowl 8.27 Guacamole 2.07 Subtotal 10.34 Tax 0.92 Round -0.01 TAKE OUT Total 11.25 Cash 20.00 Change 8.75 Bathroom Code: 6481 Your kids meal purchase between 8/24 and 8/31 will fund classroom gardens across the USA. Bring back your original receipt between 9/1 and 9/30 to get a free kids meal! --- Check Closed ---	(unchanged)

Example 10 — 5 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	Analyze this image comprehensively to include the following aspects: 1. Provide a brief overview of what the image shows (main subject/scene) 2. Describe key visual elements including: - Layout and composition - Important objects and their spatial relationships - Text or written content if present - Colors, lighting, and visual style 3. Note any distinctive details, unusual features, or important contextual elements Make sure every detail you mention is clearly visible in the image. Be specific and precise in your descriptions. Output in pure text, no markdown or other formatting.	1. The image shows a printed receipt from T.G.I. Friday's, highlighting a transaction for a Bud Light pint. 2. Key visual elements: - The receipt is centrally positioned on a granite counter with a cork coaster partially shown on the left. - Important objects include line items detailing the purchase and suggested gratuity amounts. - The text includes the restaurant name, T.G.I. Friday's, date and time (06/30/17, 7:30 pm), server information (Kelly Z), table number (997), the order (Bud Light pint), and costs (total $8.44). - Colors and lighting are neutral, with the focus on the black printed text against white paper, in bright ambient lighting. 3. Distinctive details: - The receipt details suggested gratuity percentages (15%, 18%, 20%) with calculated dollar amounts. - There are promotional messages inviting customers to visit other restaurants. - The bottom section emphasizes that gratuity is not included and suggests a minimum gratuity for larger parties.	1. The image shows a printed receipt from T.G.I. Friday's, highlighting a transaction for a Bud Light pint. 2. Key visual elements: - The receipt is centrally positioned on a granite counter with parts of a coaster or menu partially shown on the left. - Important objects include line items detailing the purchase and suggested gratuity amounts. - The text includes the restaurant name, T.G.I. Friday's, date and time (06/30/17, 7:30 pm), server information (Kelly Z), table number (0359), the order (Budweiser products), and costs (total $8.44). - Colors and lighting are neutral, with the focus on the black printed text against white paper, in bright ambient lighting. 3. Distinctive details: - The receipt details suggested gratuity percentages (15%, 18%, 20%) with calculated dollar amounts. - There are promotional messages inviting customers to visit other restaurants. - The bottom section emphasizes that gratuity is not included and suggests a minimum gratuity for larger parties.
2	Please generate detailed OCR results for the following image. Make sure every detail you mention is clearly visible in the image. If the image contains multiple text or number elements, please separate them into different lines. Output in pure text, no markdown or other formatting.	T.G.I. FRIDAY'S *********************************** 0359 Table 997 #Party 1 KELLY Z SvrCk: 35 7:30p 06/30/17 T5 BAR RIGHT BUDLI 0.00 1 BUD LT PINT 7.75 Sub Total: 7.75 Tax : 0.69 Sub Total: 8.44 06/30 7:30p TOTAL: 8.44 Suggested Gratuity GD SVC 15% 1.16 GRT SVC 18% 1.40 EXL SVC 20% 1.55 211 WEST 34TH ST. NY, NY 10001 212-564-0539 YOU THANK Visit our other Restaurants T.G.I.FRIDAY'S-LINDY'S, NATHAN'S, PIZZA HUT, TAD'S, KFC TIM HORTON'S, TACO BELL, HAAGEN DAZ GRATUITY NOT INCLUDED** ON PARTIES OF 8 OR MORE A MINIMUM GRATUITY OF 18% IS SUGGESTED	T.G.I. FRIDAY'S *********************************** 0359 Table 997 #Party 1 KELLY Z SvrCk: 35 7:30p 06/30/17 T5 BAR RIGHT BUDLI 0.00 1 BUD LT PINT 7.75 Sub Total: 7.75 Tax 0.69 Sub total: 8.44 06/30 7:30p TOTAL: 8.44 Suggested Gratuity GD SVC 15% 1.16 GRT SVC 18% 1.40 EXL SVC 20% 1.55 211 WEST 34TH ST, NY, NY 10001 212-564-0539 YOU THANK Visit our other Restaurants T.G.I. FRIDAY'S LINDY'S, NATHAN'S, PIZZA HUT, TAD'S, KFC TIM HORTON'S, TACO BELL, HAAGEN DAZ GRATUITY NOT INCLUDED** ON PARTIES OF 8 OR MORE A MINIMUM GRATUITY OF 18% IS SUGGESTED
3	What specific type of coaster is partially visible on the left edge of the image?	A cork coaster.	(unchanged)
4	What is the exact text of the line that includes 'LINDY'S'?	T.G.I.FRIDAY'S-LINDY'S,	(unchanged)
5	How are the words 'YOU' and 'THANK' positioned on the receipt?	They are on the same line, with 'YOU' on the far left and 'THANK' on the far right.	(unchanged)

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How this was cleaned

answer vs org_answer