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 — 13 turns on one image

#	question	answer
1	According to Everbridge's financial document, What was the increase in the General and administrative in 2018?	According to the financial document, $8.6 million. The relevant text states: "General and administrative expense increased by $8.6 million in 2018 compared to 2017. The increase was primarily due to a $3.7 million increase in employee-rela..."
2	Also, What was the General and administrative in 2018 and 2017?	The document shows two values: 31,462 and 22,895 (in thousands). From the document: "General and administrative $ 31,462 $ 22,895 $ 8,567 37.4% General and administrative $ 31,462 $ 22,895 $ 8,567 37.4%..."
3	Also, What was the increase in depreciation and amortization from 2017 to 2018?	According to the financial document, $2.8 million. The relevant text states: "mber 31, 2018. There was an additional increase of $2.8 million in depreciation and amortization, an increase of $1.5 million to support compliance as a public comp..."
4	Also, can you calculate: What is the average General and administrative expense for 2017 and 2018?	To answer this question, I need to perform calculations using the financial data. The calculation is: (31,462 + 22,895) / 2, which equals 27178.5 (in thousands). This is based on the information: "General and administrative $ 31,462 $ 22,895 $ 8,567 37.4% General and administrative $ 31,462 $ 22,895 $ 8,567 37.4%..." The key data points involved are: 22,895, 31,462.
5	Additionally, In which year was General and administrative expense less than 40,000 thousands?	The document shows two values: 2018 and 2017. Locate and analyze general and administrative in row 4. From the document: "2018 2017 $ % 2018 2017 $ %..."
6	According to Everbridge's financial document, What was the increase in the Sales and marketing expense in 2018 compared to 2017?	According to the financial document, $22.6 million. The relevant text states: "Sales and marketing expense increased by $22.6 million in 2018 compared to 2017. The increase was primarily due to a $20.0 million increase in employee- re..."
7	Also, What was the Sales and marketing expense in 2018 and 2017?	The document shows two values: 69,608 and 46,998. From the document: "Sales and marketing $ 69,608 $ 46,998 $ 22,610 48.1% Sales and marketing $ 69,608 $ 46,998 $ 22,610 48.1%..."
8	Also, What is the % change in the sales and marketing expense between 2017 and 2018?	According to the financial document, 48.1 (percentage). The relevant text states: "Sales and marketing $ 69,608 $ 46,998 $ 22,610 48.1%..."
9	Also, can you calculate: What is the average Sales and marketing expense for 2017 and 2018?	To answer this question, I need to perform calculations using the financial data. The calculation is: (69,608 + 46,998) / 2, which equals 58303 (in thousands). This is based on the information: "Sales and marketing $ 69,608 $ 46,998 $ 22,610 48.1% Sales and marketing $ 69,608 $ 46,998 $ 22,610 48.1%..." The key data points involved are: 46,998, 69,608.
10	Additionally, In which year was Sales and marketing expenses less than 50,000 thousands?	According to the financial document, 2017. The relevant text states: "2018 2017 $ %..."
11	What were the Research and Development expenses for 2018 and 2017?	$43,333 and $33,000 (in thousands).
12	What was the total Operating Expenses for the years ended December 31, 2018 and 2017?	$144,403 and $102,893 (in thousands).
13	What was the percentage increase in Research and Development expense from 2017 to 2018?	31.3%.

Example 2 — 16 turns on one image

#	question	answer
1	From Netapp's financial document, What type of cost and value information does the table provide about the contractual maturities of our debt investments as of April 26, 2019?	The document shows two values: Amortized Cost and Fair Value. From the document: "s of April 26, 2019 (in millions): Amortized Cost Fair Value t investments as of April 26, 2019 (in millions): Amortized Cost Fair Value..."
2	Also, What was the amortized cost Due after one year through five years?	According to the financial document, 644 (in millions). The relevant text states: "Due after one year through five years 644 642..."
3	Also, What was the total fair value debt?	According to the financial document, 1,683 (in millions). The relevant text states: "$ 1,690 $ 1,683..."
4	Also, can you calculate: What was the amortized cost that was due in one year or less as a ratio of the fair value for the same period?	Based on the calculation: 591/589, the result is 100.34 (percentage). This is based on the information: "Due in one year or less $ 591 $ 589 Due in one year or less $ 591 $ 589..." The key data points involved are: 589, 591.
5	Also, can you calculate: What was the difference between the amortized cost and fair value that was due after five years through ten years?	Based on the calculation: 455-452, the result is 3 (in millions). This is based on the information: "Due after five years through ten years 455 452 Due after five years through ten years 455 452..." The key data points involved are: 452, 455.
6	Also, can you calculate: What was the difference in the total amortized cost and fair value?	Based on the calculation: 1,690-1,683, the result is 7 (in millions). This is based on the information: "$ 1,690 $ 1,683 $ 1,690 $ 1,683..." The key data points involved are: 1,683, 1,690.
7	According to Netapp's financial document, What does the table show?	summarizes our financial assets and liabilities measured at fair value on a recurring basis. The document states: "The following table summarizes our financial assets and liabilities measured at fair value on a recurring basis (in millions):..."
8	Also, What was the fair value measurements using Level 2 for Corporate Bonds?	According to the financial document, 1,353 (in millions). The relevant text states: "Corporate bonds 1,353 — 1,353..."
9	Also, What were the total cash, cash equivalents and short-term investments?	According to the financial document, 3,899 (in millions). The relevant text states: "sh, cash equivalents and short-term investments $ 3,899 $ 2,347 $ 1,552..."
10	Also, can you calculate: What was the difference in the fair value for U.S. Treasury and government debt securities between Level 1 and Level 2?	Based on the calculation: 131-82, the result is 49 (in millions). This is based on the information: ". Treasury and government debt securities 213 131 82 U.S. Treasury and government debt securities 213 131 82..." The key data points involved are: 131, 82.
11	Also, can you calculate: What was the fair value of Level 2 Total cash, cash equivalents and short-term investments as a percentage of the total cash, cash equivalents and short-term investments?	Based on the calculation: 1,552/3,899, the result is 39.81 (percentage). This is based on the information: "ents and short-term investments $ 3,899 $ 2,347 $ 1,552 sh, cash equivalents and short-term investments $ 3,899 $ 2,347 $ 1,552..." The key data points involved are: 1,552, 3,899.
12	Also, can you calculate: What was the difference between the Total cash, cash equivalents and short-term investments for Level 1 and Level 2?	Based on the calculation: 2,347-1,552, the result is 795 (in millions). This is based on the information: "ents and short-term investments $ 3,899 $ 2,347 $ 1,552 equivalents and short-term investments $ 3,899 $ 2,347 $ 1,552..." The key data points involved are: 1,552, 2,347.
13	What is the total value of Mortgage-backed securities?	1,273 (in millions).
14	What is the total value for Long-term investments?	2,626 (in millions).
15	What is the total value for Total investments?	6,525 (in millions).
16	What are the amortized cost and fair value for debt investments due after ten years?	0 for both Amortized Cost and Fair Value.

Example 3 — 9 turns on one image

#	question	answer
1	According to Centurylink's financial document, What is the value realized on vesting based on?	the closing trading price of the Common Shares on the applicable vesting date. The document states: "(2) Based on the closing trading price of the Common Shares on the applicable vesting date...."
2	Also, What were the equity awards held by named executives during 2019?	Restricted stock and restricted stock units. The document states: "by our named executives that vested during 2019. Restricted stock and restricted stock units were the only equity awards held by our named executives ..."
3	Also, What does the number of shares acquired on vesting represent?	both time-vested and performance-based equity awards that vested during 2019.. The document states: "(1) Represents both time-vested and performance-based equity awards that vested during 2019. For details on the payout of our performance-based equity..."
4	Also, How many named executives who hold equity awards and vested during 2019 are there?	Counting the relevant items in the document: Mr. Storey, Mr. Dev, Mr. Goff, Mr. Trezise, Mr. Andrews, I find 5 instances. The key data points involved are: Mr. Andrews, Mr. Dev, Mr. Goff.
5	Also, can you calculate: What is the difference in the value realized on vesting between Mr. Trezise and Mr. Dev?	Based on the calculation: $812,600-$749,737, the result is 62863. This is based on the information: "Mr. Dev 55,490 749,737 Mr. Trezise 71,576 812,600..." The key data points involved are: 749,737, 812,600.
6	Also, can you calculate: What is the average number of shares acquired on vesting?	To answer this question, I need to perform calculations using the financial data. The calculation is: (1,063,929+55,490+114,167+71,576+16,678)/5, which equals 264368. This is based on the information: "Mr. Andrews 16,678 221,859 Mr. Goff 114,167 1,338,934 Mr. Dev 55,490 749,737 Mr. Storey 1,063,929 $13,479,617 Mr. Trezise 71,576 812,600..." The key data points involved are: 1,063,929, 114,167, 16,678.
7	What is the full company name listed at the top right of the document?	CENTURYLINK COMMUNICATIONS LLC
8	What document name and page number are visible in the footer?	2019 Proxy Statement, page 81
9	What is the title of section 27?	Equity-Based Compensation

Example 4 — 11 turns on one image

#	question	answer
1	From Sykes Enterprises Incorporated's financial document, In which years was the Income Statement Data provided for	The document contains multiple relevant values: 2019, 2018, 2017, 2016, 2015. From the document: "(in thousands, except per share data) 2019 (1) 2018 (2) 2017 2016 2015 (in thousands, except per share data) 2019 (1) 2018 (2) 2017 2016 2015 ds, exce..."
2	Also, What is the basic net income per common share in 2019?	According to the financial document, $1.54. The relevant text states: "Basic $ 1.54 $ 1.16 $ 0.77 $ 1.49 $ 1.64..."
3	Also, For which items in the table does the amount for 2017 includes the sum related to the impact of the 2017 Tax Reform Act?	The document contains multiple relevant values: Net income, Net Income Per Common Share, Balance Sheet Data. From the document: "Net Income Per Common Share: (3)(4)(5)(6) Net Income Per Common Share: (3)(4)(5)(6) Balance Sheet Data: (3)(4)(6)(7)..."
4	Additionally, In which year was the Diluted Net Income per Common Share largest?	According to the financial document, 2015. The relevant text states: "xcept per share data) 2019 (1) 2018 (2) 2017 2016 2015..."
5	Also, can you calculate: What was the change in the basic net income per common share in 2019 from 2018?	Based on the calculation: 1.54-1.16, the result is 0.38. This is based on the information: "Basic $ 1.54 $ 1.16 $ 0.77 $ 1.49 $ 1.64 Basic $ 1.54 $ 1.16 $ 0.77 $ 1.49 $ 1.64..." The key data points involved are: 1.16, 1.54.
6	Also, can you calculate: What was the percentage change in the basic net income per common share in 2019 from 2018?	To answer this question, I need to perform calculations using the financial data. The calculation is: (1.54-1.16)/1.16, which equals 32.76 (percentage). This is based on the information: "Basic $ 1.54 $ 1.16 $ 0.77 $ 1.49 $ 1.64 Basic $ 1.54 $ 1.16 $ 0.77 $ 1.49 $ 1.64..." The key data points involved are: 1.16, 1.54.
7	What is the Net Sales for 2019?	$1,012,971
8	What is the Diluted Net Income Per Common Share for 2019?	$1.53
9	What is the page number at the bottom of the document?	25
10	What is the company logo visible at the bottom right?	SYKES
11	What is the title of the note?	Note 1. Selected Financial Data

Example 5 — 11 turns on one image

#	question	answer
1	According to Iselect's financial document, What is the current assets of the parent entity in 2019?	According to the financial document, 4,297 (in thousands). The relevant text states: "Current Assets 4,297 7,869..."
2	Also, What is the non-current assets of the parent entity in 2018?	According to the financial document, 174,810 (in thousands). The relevant text states: "Non-Current Assets 165,165 174,810..."
3	Also, What is the loss of the parent entity in 2019?	According to the financial document, 4,812 (in thousands). The relevant text states: "Loss of the parent entity (4,812) (163)..."
4	Also, can you calculate: What is the current ratio of the parent entity in 2019?	Based on the calculation: 4,297/92,352, the result is 0.05. This is based on the information: "Current Assets 4,297 7,869 Current Liabilities 92,352 93,067..." The key data points involved are: 4,297, 92,352.
5	Also, can you calculate: What is the debts to assets ratio of the parent entity in 2018?	Based on the calculation: 93,067/182,679, the result is 0.51. This is based on the information: "Current Liabilities 92,352 93,067 Total Assets 169,462 182,679..." The key data points involved are: 182,679, 93,067.
6	Also, can you calculate: What is the percentage change in the total comprehensive loss of the parent entity from 2018 to 2019?	To answer this question, I need to perform calculations using the financial data. The calculation is: (4,812-163)/163, which equals 2852.15 (percentage). This is based on the information: "Loss of the parent entity (4,812) (163) Loss of the parent entity (4,812) (163)..." The key data points involved are: 163, 4,812.
7	What are the Non-Current Liabilities of the parent entity in 2019?	77,110 (in thousands).
8	What are the Total Liabilities of the parent entity in 2018?	182,679 (in thousands).
9	What is the Equity of the parent entity in 2019?	0 (in thousands).
10	What is the title of Section 6?	User Investments.
11	What is the text in the footer?	Iselect Group Annual Report 2019.

Example 6 — 10 turns on one image

#	question	answer
1	According to Vmware's financial document, What was the total revenue in 2020?	According to the financial document, 777 (in millions). The relevant text states: "Total revenue $ 777 $ 639 $ 474..."
2	Also, What was the net income in 2018?	According to the financial document, (234) (in millions). The relevant text states: "Net income (204) (832) (234)..."
3	Also, Which years does the table provide information for the effect of the change from the combination to the consolidated statements of income?	The document contains multiple relevant values: 2020, 2019, 2018. From the document: "2020 2019 2018 2020 2019 2018 2020 2019 2018..."
4	Also, can you calculate: What was the change in total revenue between 2018 and 2019?	Based on the calculation: 639-474, the result is 165 (in millions). This is based on the information: "Total revenue $ 777 $ 639 $ 474 Total revenue $ 777 $ 639 $ 474..." The key data points involved are: 474, 639.
5	Also, How many years did total revenue exceed $500 million?	Counting the relevant items in the document: 2020, 2019, I find 2 instances. The key data points involved are: 2019, 2020.
6	Also, can you calculate: What was the percentage change in net income between 2019 and 2020?	To answer this question, I need to perform calculations using the financial data. The calculation is: (-204-(-832))/-832, which equals -75.48 (percentage). This is based on the information: "Net income (204) (832) (234) Net income (204) (832) (234)..." The key data points involved are: 204, 832.
7	What is the name of the company presenting the financial statements?	VMware, Inc.
8	What was the gross profit for the year ended January 31, 2020?	$614 million.
9	What were the total operating expenses for the year ended January 31, 2018?	$372 million.
10	What was the basic net income per share for 2019?	$(1.63).

Example 7 — 15 turns on one image

#	question	answer
1	According to Microchip Technology's financial document, What was the reported net sales?	According to the financial document, 5,349.5 (in millions). The relevant text states: "Net sales $ 5,349.5 $ 5,380.1 $ (30.6)..."
2	Also, What was the change in cost of sales due to the standard?	According to the financial document, (15.8) (in millions). The relevant text states: "Cost of sales $ 2,418.2 $ 2,434.0 $ (15.8)..."
3	Also, What was the Balances without adoption of New Revenue Standard for gross profit?	According to the financial document, 2,946.1 (in millions). The relevant text states: "Gross profit $ 2,931.3 $ 2,946.1 $ (14.8)..."
4	Also, can you calculate: What was the difference in amount as reported between net sales and cost of sales?	Based on the calculation: 5,349.5-2,418.2, the result is 2931.3 (in millions). This is based on the information: "Cost of sales $ 2,418.2 $ 2,434.0 $ (15.8) Net sales $ 5,349.5 $ 5,380.1 $ (30.6)..." The key data points involved are: 2,418.2, 5,349.5.
5	Also, can you calculate: What was the difference between Net income from continuing operations and Income before income taxes?	Based on the calculation: 355.9-204.5, the result is 151.4 (in millions). This is based on the information: "Income before income taxes $ 204.5 $ 219.3 $ (14.8) Net income from continuing operations $ 355.9 $ 368.3 $ (12.4)..." The key data points involved are: 204.5, 355.9.
6	Additionally, Which reported amounts exceeded $3,000 million?	According to the financial document, Net sales. The relevant text states: "doption of the new standard impacts the Company's net sales on an ongoing basis depending on the relative amount of revenue sold through its distributors, the..."
7	According to Microchip Technology's financial document, What was the main reason given by the company for the significant changes in their financial statements noted in the table?	Based on the financial document, the answer is the transition from sellthrough revenue recognition to sell-in revenue recognition as required by the New Revenue Standard.
8	Also, What was the effect of change in the net accounts receivable?	According to the financial document, 324.5 (in millions). The relevant text states: "Accounts receivable, net $ 880.6 $ 556.1 $ 324.5..."
9	Also, What was the reported amount of inventories?	According to the financial document, 711.7 (in millions). The relevant text states: "Inventories $ 711.7 $ 724.2 $ (12.5)..."
10	Also, can you calculate: What was the difference in reported amounts between net accounts receivable and inventories?	Based on the calculation: 880.6-711.7, the result is 168.9 (in millions). This is based on the information: "Inventories $ 711.7 $ 724.2 $ (12.5) Accounts receivable, net $ 880.6 $ 556.1 $ 324.5..." The key data points involved are: 711.7, 880.6.
11	Also, can you calculate: What was the difference in reported amount between other assets and other current assets?	Based on the calculation: 191.6-111.8, the result is 79.8 (in millions). This is based on the information: "Other current assets $ 191.6 $ 154.7 $ 36.9 Other assets $ 111.8 $ 106.3 $ 5.5..." The key data points involved are: 111.8, 191.6.
12	Also, can you calculate: What was the Long-term deferred tax liability as a ratio of Accrued liabilities?	Based on the calculation: 706.1/787.3, the result is 89.69 (percentage). This is based on the information: "Long-term deferred tax liability $ 706.1 $ 689.3 $ 16.8 Accrued liabilities $ 787.3 $ 420.3 $ 367.0..." The key data points involved are: 706.1, 787.3.
13	What is the full name of the company whose financial statements are presented in the document?	Microchip Technology Incorporated.
14	According to the 'Business Segments' section, in which specific markets does the company sell its products?	Automotive, industrial, commercial, consumer, computing and communications markets.
15	What is the specific Accounting Standards Update (ASU) number mentioned in the 'Recently Adopted Accounting Pronouncements' section?	ASU 2014-09.

Example 8 — 9 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	According to Teradyne's financial document, What do Prior year additions primarily relate to?	stock-based compensation. The document states: "credits. Prior year additions primarily relate to stock-based compensation. Prior year reductions are primarily composed of federal and state reserves..."	(unchanged)
2	Also, What do Current year additions relate to?	federal and state research credits. The document states: "Current year additions relate to federal and state research credits. Prior year additions primarily relate to stock-based compensation. Prior year red..."	(unchanged)
3	Also, In which years was Teradyne’s gross unrecognized tax benefits calculated?	The document contains multiple relevant values: 2019, 2018, 2017. From the document: "2019 2018 2017 2019 2018 2017 2019 2018 2017..."	(unchanged)
4	Additionally, In which year was the Ending balance, as of December 31 the largest?	2019	According to the financial document, 2018. The relevant text states: "2019 2018 2017..."
5	Also, can you calculate: What was the change in Beginning balance, as of January 1 in 2019 from 2018?	Based on the calculation: 43,395-36,263, the result is 7132 (in thousands). This is based on the information: ") Beginning balance, as of January 1 . $ 43,395 $ 36,263 $ 38,958 Additions: Tax positions for current year . 1,322 4,716 8,208 Tax positions for prior year thousands) Beginning balance, as of January..." The key data points involved are: 36,263, 43,395.	(unchanged)
6	Also, can you calculate: What was the percentage change in Beginning balance, as of January 1 in 2019 from 2018?	To answer this question, I need to perform calculations using the financial data. The calculation is: (43,395-36,263)/36,263, which equals 19.67 (percentage). This is based on the information: ") Beginning balance, as of January 1 . $ 43,395 $ 36,263 $ 38,958 Additions: Tax positions for current year . 1,322 4,716 8,208 Tax positions for prior year thousands) Beginning balance, as of January..." The key data points involved are: 36,263, 43,395.	(unchanged)
7	What is the title of the section containing the table of gross unrecognized tax benefits?	Note 10. INCOME TAXES	(unchanged)
8	What is the Ending balance, as of December 31 for the year 2019?	44,717	(unchanged)
9	What is the value for 'Additions: Tax positions for current year' in 2017?	8,208	(unchanged)

Example 9 — 17 turns on one image

#	question	answer (cleaned)	org_answer (pre-judge)
1	According to International Business Machines's financial document, How does the company utilizes certain of its financing receivables?	The company utilizes certain of its financing receivables as collateral for nonrecourse borrowings.. The document states: "The company utilizes certain of its financing receivables as collateral for nonrecourse borrowings. Financing receivables pledged as collateral for bo..."	(unchanged)
2	Also, What amount of Financing receivables pledged as collateral for borrowings in December 2018 and 2019?	Financing receivables pledged as collateral for borrowings were $1,062 million and $710 million at December 31, 2019 and 2018, respectively.. The document states: "eivables as collateral for nonrecourse borrowings. Financing receivables pledged as collateral for borrowings were $1,062 million and $710 million at ..."	(unchanged)
3	Also, Did the company have any financing receivables held for sale as of December 2019 and 2018.	The company did not have any financing receivables held for sale as of December 31, 2019 and 2018.. The document states: "The company did not have any financing receivables held for sale as of December 31, 2019 and 2018...."	(unchanged)
4	Also, can you calculate: What is the average Unearned income?	The Unearned income values are (526), (37), and (563) for Commercial, Consumer, and Total respectively. The average would be (526+37+563)/3 = -375.33 (in millions).	Based on the calculation: 1,195 / 3, the result is 398.33 (in millions). This is based on the information: "Unearned income (526) (37) (632) (1,195) Unearned income (526) (37) (632) (1,195)..." The key data points involved are: 1,195.
5	Also, can you calculate: What is the average Recorded investment?	The Gross financing receivables are $6,320 million, $11,852 million, and $18,172 million. The average is (6320+11852+18172)/3 = 12114.67 (in millions).	Based on the calculation: 31,153 / 3, the result is 10384.33 (in millions). This is based on the information: "Recorded investment $6,320 $11,852 $12,981 $31,153 Recorded investment $6,320 $11,852 $12,981 $31,153..." The key data points involved are: 31,153.
6	Also, can you calculate: How much is the difference between Unguaranteed and Guaranteed residual value of Investment in Sales-Type and Direct Financing Leases?	Based on the calculation: 589-85 , the result is 504 (in millions). This is based on the information: "Unguaranteed residual value 589 — — 589 Guaranteed residual value 85 — — 85..." The key data points involved are: 589, 85.	(unchanged)
7	According to International Business Machines's financial document, Why are Commercial financing receivables are excluded from financing receivables?	they are short term in nature and the current estimated risk of loss and resulting impact to the company’s financing results are not material.. The document states: "of financing receivables by portfolio segment, as they are short term in nature and the current estimated risk of loss and resulting impact to the com..."	(unchanged)
8	Also, What were the write-offs in December 2019?	According to the financial document, $16 million. The relevant text states: "ffs of lease receivables and loan receivables were $16 million and $47 million, respectively, for the year ended December 31, 2019. Provisions for credit losses re..."	(unchanged)
9	Also, What is the average recorded investment of impaired leases and loans for Americas for December 2019?	According to the financial document, $138 million. The relevant text states: "and loans for Americas, EMEA and Asia Pacific was $138 million, $49 million and $45 million, respectively, for the year ended December 31, 2019. Both interest inc..."	(unchanged)
10	Also, can you calculate: What is the average Recorded investment of Lease receivables for Americas and EMEA for December 2019?	To answer this question, I need to perform calculations using the financial data. The calculation is: (3,419+1,186) / 2 , which equals 2302.5 (in millions). This is based on the information: "Lease receivables $ 3,419 $1,186 $ 963 $ 5,567 Lease receivables $ 3,419 $1,186 $ 963 $ 5,567..." The key data points involved are: 1,186, 3,419.	(unchanged)
11	Also, can you calculate: What is the average Recorded investment of Loan receivables for Americas and EMEA for December 2019?	To answer this question, I need to perform calculations using the financial data. The calculation is: (6,726+3,901) / 2 , which equals 5313.5 (in millions). This is based on the information: "Loan receivables 6,726 3,901 2,395 13,022 Loan receivables 6,726 3,901 2,395 13,022..." The key data points involved are: 3,901, 6,726.	(unchanged)
12	Also, can you calculate: What is the average Allowance for credit losses of Lease receivables at the beginning of January 2019?	The Beginning balance for Lease receivables is 99, 37, 25, and 161. The average of the regional values is (99+37+25)/3 = 53.67 (in millions).	Based on the calculation: 99/ 3, the result is 33 (in millions). This is based on the information: "ectively evaluated for impairment $10,032 $5,040 $3,326 $18,399 aluated for impairment $10,032 $5,040 $3,326 $18,399..." The key data points involved are: 99.
13	What is the Gross financing receivables for the Commercial segment?	$6,320 million.	(unchanged)
14	What is the Net financing receivables for the Total segment?	$17,609 million.	(unchanged)
15	What were the provisions for credit losses for loan receivables for the year ended December 31, 2019?	$40 million.	(unchanged)
16	What is the Recorded investment in impaired Lease receivables for Asia Pacific?	$963 million.	(unchanged)
17	What is the Ending balance of the Allowance for credit losses on Loan receivables for the Total segment?	$170 million.	(unchanged)

Example 10 — 10 turns on one image

#	question	answer
1	From On Semiconductor's financial document, How much Revenue was recognized for sales agreements for the years ended December 31, 2019 and 2018 respectively?	The document shows two values: $5,492.0 million and $5,849.0 million. From the document: "sales agreements amounted to $5,492.0 million and $5,849.0 million for the years ended December 31, 2019 and 2018, respectively. Revenue recognized fo..."
2	Also, How much Revenue was recognized for product development agreements for the years ended December 31, 2019 and 2018 respectively?	The document shows two values: $25.9 million and $29.3 million. From the document: "velopment agreements amounted to $25.9 million and $29.3 million for the years ended December 31, 2019 and 2018, respectively. zed for product develop..."
3	Also, What are the three operating and reportable segments?	The document contains multiple relevant values: PSG, ASG, ISG.. From the document: "rating and reportable segments consisting of PSG, ASG and ISG. The Company's wafer manufacturing facilities fabricate ICs for all business units, as n..."
4	Also, can you calculate: What is the change in PSG Revenue from external customers from year ended December 31, 2018 to 2019?	Based on the calculation: 2,788.3-3,038.2, the result is -249.9 (in millions). This is based on the information: "Revenue from external customers $ 2,788.3 $ 1,972.3 $ 757.3 $ 5,517.9 Revenue from external customers $ 3,038.2 $ 2,071.2 $ 768.9 $ 5,878.3..." The key data points involved are: 2,788.3, 3,038.2.
5	Also, can you calculate: What is the change in ASG Revenue from external customers from year ended December 31, 2018 to 2019?	Based on the calculation: 1,972.3-2,071.2, the result is -98.9 (in millions). This is based on the information: "Revenue from external customers $ 3,038.2 $ 2,071.2 $ 768.9 $ 5,878.3 Revenue from external customers $ 2,788.3 $ 1,972.3 $ 757.3 $ 5,517.9..." The key data points involved are: 1,972.3, 2,071.2.
6	Also, can you calculate: What is the average PSG Revenue from external customers for year ended December 31, 2018 to 2019?	To answer this question, I need to perform calculations using the financial data. The calculation is: (2,788.3+3,038.2) / 2, which equals 2913.25 (in millions). This is based on the information: "Revenue from external customers $ 2,788.3 $ 1,972.3 $ 757.3 $ 5,517.9 Revenue from external customers $ 3,038.2 $ 2,071.2 $ 768.9 $ 5,878.3..." The key data points involved are: 2,788.3, 3,038.2.
7	What were the Revenue from external customers for the ISG segment for the years ended December 31, 2019 and 2018?	$757.3 million and $768.9 million.
8	What was the Total Revenue from external customers for the years ended December 31, 2019 and 2018?	$5,517.9 million and $5,878.3 million.
9	What was the Total revenue for the PSG segment for the years ended December 31, 2019 and 2018?	$3,788.3 million and $4,038.2 million.
10	What is the title of the note section shown in the document?	Note 1. Revenue and Segment Information.

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