query stringlengths 197 784 | positive_pages listlengths 3 7 | hard_negative_pages listlengths 3 7 | metadata dict |
|---|---|---|---|
Summarize the Firm's overall regulatory capital compliance by extracting the baseline TLAC and SLR requirements from the regulatory overview, comparing them to the actual reported ratios for both the parent Firm and JPMorgan Chase Bank, N.A. detailed in Note 27, and listing the specific preventative measures outlined i... | [
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"images/sample_sample_d1379f548fbe/positive/page_3.png",
"images/sample_sample_d1379f548fbe/positive/page_4.png"
] | [
"images/sample_sample_d1379f548fbe/hard_negatives/hn_001/page_1.png",
"images/sample_sample_d1379f548fbe/hard_negatives/hn_002/page_2.png",
"images/sample_sample_d1379f548fbe/hard_negatives/hn_003/page_3.png",
"images/sample_sample_d1379f548fbe/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_d1379f548fbe",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/6.png",
"document_type": "Financial report page (Form 10-K)",
"answer": "JPMorgan Chase & Co. maintains robust regulatory capital compliance, with actual ratios for both the parent Firm and JPM... |
Analyze the 'Key Regulatory Developments' sections from the 2024 Form 10-Ks of JPMorgan Chase, Bank of America, Citigroup, and Morgan Stanley. Compare how each institution characterizes the anticipated impact of the July 2023 'Basel III Finalization' proposals on their respective risk-weighted asset (RWA) calculations ... | [
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"images/sample_sample_208b4842fcda/positive/page_2.png",
"images/sample_sample_208b4842fcda/positive/page_3.png",
"images/sample_sample_208b4842fcda/positive/page_4.png"
] | [
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"images/sample_sample_208b4842fcda/hard_negatives/hn_002/page_2.png",
"images/sample_sample_208b4842fcda/hard_negatives/hn_003/page_3.png",
"images/sample_sample_208b4842fcda/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_208b4842fcda",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/4.png",
"document_type": "Annual Report (Form 10-K)",
"answer": "A comparative analysis of the 2024 Form 10-K filings reveals that while all four institutions (JPMorgan Chase, Bank of America, ... |
Compare the risk-weighted asset (RWA) profiles and Supplementary Leverage Ratios (SLR) across JPMorgan Chase, Bank of America, Citigroup, and Wells Fargo for the 2024 fiscal year. Specifically, calculate and contrast each bank's 'Operational risk RWA' under the Advanced approach as a percentage of their 'Total Advanced... | [
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"images/sample_sample_d40d6ba6c456/positive/page_2.png",
"images/sample_sample_d40d6ba6c456/positive/page_3.png",
"images/sample_sample_d40d6ba6c456/positive/page_4.png"
] | [
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"images/sample_sample_d40d6ba6c456/hard_negatives/hn_002/page_2.png",
"images/sample_sample_d40d6ba6c456/hard_negatives/hn_003/page_3.png",
"images/sample_sample_d40d6ba6c456/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_d40d6ba6c456",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/9.png",
"document_type": "Annual report (Form 10-K) excerpt",
"answer": "Based on the 2024 fiscal year filings, the comparative analysis of Operational Risk RWA as a percentage of Total Advance... |
Synthesize the firm's capital and Risk-Weighted Assets (RWA) profile as of December 31, 2024, by integrating the consolidated firm-wide metrics with subsidiary and acquisition details. Cross-reference the firm-wide 'Selected capital and RWA data' table with the specific subsidiary metrics in 'Note 27: Regulatory capita... | [
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"images/sample_sample_f546e52cb2df/positive/page_2.png",
"images/sample_sample_f546e52cb2df/positive/page_3.png",
"images/sample_sample_f546e52cb2df/positive/page_4.png"
] | [
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"images/sample_sample_f546e52cb2df/hard_negatives/hn_002/page_2.png",
"images/sample_sample_f546e52cb2df/hard_negatives/hn_003/page_3.png",
"images/sample_sample_f546e52cb2df/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_f546e52cb2df",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/7.png",
"document_type": "Financial Report (Form 10-K page)",
"answer": "As of December 31, 2024, the parent firm's total Advanced Risk-Weighted Assets (RWA) was $1,450.0 billion (as shown in t... |
Analyze the evolution of the Firm's 'Standardized' CET1 capital ratio components across the annual reports from 2020 to 2024. Specifically, extract the fourth-quarter (4Q) values for both the 'Stress capital buffer' and the 'Method 2' GSIB surcharge for each of the five years, identify the year with the highest combine... | [
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"images/sample_sample_66c1c3a5a73e/positive/page_2.png",
"images/sample_sample_66c1c3a5a73e/positive/page_3.png",
"images/sample_sample_66c1c3a5a73e/positive/page_4.png"
] | [
"images/sample_sample_66c1c3a5a73e/hard_negatives/hn_001/page_1.png",
"images/sample_sample_66c1c3a5a73e/hard_negatives/hn_002/page_2.png",
"images/sample_sample_66c1c3a5a73e/hard_negatives/hn_003/page_3.png",
"images/sample_sample_66c1c3a5a73e/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_66c1c3a5a73e",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/5.png",
"document_type": "Regulatory Report (Form 10-K section)",
"answer": "The evolution of JPMorgan Chase & Co.’s 'Standardized' CET1 capital ratio components from 2020 to 2024 shows a peak ... |
Analyze the SEC EDGAR PDF submission cover pages for JPMorgan Chase & Co., Bank of America Corporation, Citigroup Inc., Wells Fargo & Company, and Morgan Stanley. Create a chronologically ordered summary based on their Form 10-K filing dates, and for each institution, provide the exact filing date, the Central Index Ke... | [
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"images/sample_sample_081118f9c7d0/positive/page_2.png",
"images/sample_sample_081118f9c7d0/positive/page_3.png",
"images/sample_sample_081118f9c7d0/positive/page_4.png",
"images/sample_sample_081118f9c7d0/positive/page_5.png"
] | [
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"images/sample_sample_081118f9c7d0/hard_negatives/hn_002/page_2.png",
"images/sample_sample_081118f9c7d0/hard_negatives/hn_003/page_3.png",
"images/sample_sample_081118f9c7d0/hard_negatives/hn_004/page_4.png",
"images/sample_sample_081118... | {
"sample_id": "sample_sample_081118f9c7d0",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/0.png",
"document_type": "SEC Filing Cover Page",
"answer": "Based on the analysis of the SEC EDGAR submission cover pages for the five specified financial institutions, the chronological order... |
Analyze the 5-year trends (2020-2024) regarding the representation of Women, Black, and Hispanic employees within the 'Senior level employees' and 'Operating Committee' categories. Based on this multi-year data, identify which specific year demonstrated the highest cumulative year-over-year percentage point increase fo... | [
"images/sample_sample_4c45155d730c/positive/page_1.png",
"images/sample_sample_4c45155d730c/positive/page_2.png",
"images/sample_sample_4c45155d730c/positive/page_3.png",
"images/sample_sample_4c45155d730c/positive/page_4.png",
"images/sample_sample_4c45155d730c/positive/page_5.png"
] | [
"images/sample_sample_4c45155d730c/hard_negatives/hn_001/page_1.png",
"images/sample_sample_4c45155d730c/hard_negatives/hn_002/page_2.png",
"images/sample_sample_4c45155d730c/hard_negatives/hn_003/page_3.png",
"images/sample_sample_4c45155d730c/hard_negatives/hn_004/page_4.png",
"images/sample_sample_4c4515... | {
"sample_id": "sample_sample_4c45155d730c",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/2.png",
"document_type": "Annual Report Section",
"answer": "Based on a 5-year analysis of workforce composition data from 2020 to 2024, the year 2023 demonstrated the highest cumulative year-o... |
Analyze the year-over-year trends for the Firm's Stress Capital Buffer (SCB) requirement and the Standardized CET1 capital ratio requirement from 2020 through 2024. Identify which year had the highest required Standardized CET1 ratio, and track whether the Basel III Standardized or Advanced approach was the more bindin... | [
"images/sample_sample_6e872de850ae/positive/page_1.png",
"images/sample_sample_6e872de850ae/positive/page_2.png",
"images/sample_sample_6e872de850ae/positive/page_3.png",
"images/sample_sample_6e872de850ae/positive/page_4.png",
"images/sample_sample_6e872de850ae/positive/page_5.png"
] | [
"images/sample_sample_6e872de850ae/hard_negatives/hn_001/page_1.png",
"images/sample_sample_6e872de850ae/hard_negatives/hn_002/page_2.png",
"images/sample_sample_6e872de850ae/hard_negatives/hn_003/page_3.png",
"images/sample_sample_6e872de850ae/hard_negatives/hn_004/page_4.png",
"images/sample_sample_6e872d... | {
"sample_id": "sample_sample_6e872de850ae",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/3.png",
"document_type": "Financial Report Page (Form 10-K)",
"answer": "Between 2020 and 2024, the Firm's regulatory capital requirements experienced significant shifts. In 2020 and 2021, the ... |
Analyze the evolution of JPMorgan Chase & Co.'s registered securities and market valuation across its Form 10-K filings from 2020 to 2024. Specifically, identify all series of Depositary Shares (preferred stock) that were either newly registered or delisted/retired during this five-year period, and calculate the year-o... | [
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"images/sample_sample_bbc4a48e7917/positive/page_2.png",
"images/sample_sample_bbc4a48e7917/positive/page_3.png",
"images/sample_sample_bbc4a48e7917/positive/page_4.png",
"images/sample_sample_bbc4a48e7917/positive/page_5.png"
] | [
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"images/sample_sample_bbc4a48e7917/hard_negatives/hn_002/page_2.png",
"images/sample_sample_bbc4a48e7917/hard_negatives/hn_003/page_3.png",
"images/sample_sample_bbc4a48e7917/hard_negatives/hn_004/page_4.png",
"images/sample_sample_bbc4a4... | {
"sample_id": "sample_sample_bbc4a48e7917",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/1.png",
"document_type": "Form 10-K (Annual Report)",
"answer": "Between 2020 and 2024, JPMorgan Chase & Co. significantly refreshed its preferred stock portfolio. Newly registered depositary s... |
Analyze the 'Capital rollforward' tables across the annual reports from 2020 to 2024. For each year, calculate the total capital returned to shareholders (defined as the absolute sum of 'Dividends declared on common stock' and 'Net purchase of treasury stock') as a percentage of 'Net income applicable to common equity'... | [
"images/sample_sample_7cbd8d7e5e89/positive/page_1.png",
"images/sample_sample_7cbd8d7e5e89/positive/page_2.png",
"images/sample_sample_7cbd8d7e5e89/positive/page_3.png",
"images/sample_sample_7cbd8d7e5e89/positive/page_4.png",
"images/sample_sample_7cbd8d7e5e89/positive/page_5.png"
] | [
"images/sample_sample_7cbd8d7e5e89/hard_negatives/hn_001/page_1.png",
"images/sample_sample_7cbd8d7e5e89/hard_negatives/hn_002/page_2.png",
"images/sample_sample_7cbd8d7e5e89/hard_negatives/hn_003/page_3.png",
"images/sample_sample_7cbd8d7e5e89/hard_negatives/hn_004/page_4.png",
"images/sample_sample_7cbd8d... | {
"sample_id": "sample_sample_7cbd8d7e5e89",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/8.png",
"document_type": "Financial report / Excerpt from Form 10-K",
"answer": "Based on an analysis of the 'Capital rollforward' tables from 2020 to 2024, the capital return percentage (divid... |
Analyze the five-year trend (2020-2024) of the Firm's eligible external TLAC and LTD 'Surplus/(shortfall)' amounts (in billions). Correlate these surplus trends with the year-over-year changes in the respective 'Regulatory requirements' (as a % of RWA) across the same period to determine which year operated with the ti... | [
"images/sample_sample_da9556e81b20/positive/page_1.png",
"images/sample_sample_da9556e81b20/positive/page_2.png",
"images/sample_sample_da9556e81b20/positive/page_3.png",
"images/sample_sample_da9556e81b20/positive/page_4.png"
] | [
"images/sample_sample_da9556e81b20/hard_negatives/hn_001/page_1.png",
"images/sample_sample_da9556e81b20/hard_negatives/hn_002/page_2.png",
"images/sample_sample_da9556e81b20/hard_negatives/hn_003/page_3.png",
"images/sample_sample_da9556e81b20/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_da9556e81b20",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/11.png",
"document_type": "Financial report (Form 10-K excerpt)",
"answer": "A five-year analysis (2020-2024) reveals that the Firm's eligible external TLAC surplus amounts fluctuated from a hi... |
Synthesize the governance structure and stress testing methodologies across the firm's major risk areas. For Liquidity Risk, Market Risk, Credit Risk, and Operational Risk, list the specific Board and management committees responsible for oversight, and compare the primary assumptions or scenarios used in their respect... | [
"images/sample_sample_cf4d6cdc152b/positive/page_1.png",
"images/sample_sample_cf4d6cdc152b/positive/page_2.png",
"images/sample_sample_cf4d6cdc152b/positive/page_3.png",
"images/sample_sample_cf4d6cdc152b/positive/page_4.png"
] | [
"images/sample_sample_cf4d6cdc152b/hard_negatives/hn_001/page_1.png",
"images/sample_sample_cf4d6cdc152b/hard_negatives/hn_002/page_2.png",
"images/sample_sample_cf4d6cdc152b/hard_negatives/hn_003/page_3.png",
"images/sample_sample_cf4d6cdc152b/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_cf4d6cdc152b",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/14.png",
"document_type": "Annual Report (Form 10-K)",
"answer": "Across JPMorgan Chase’s major risk areas, the governance structure is anchored by the Board-level Directors’ Risk Policy Commit... |
Analyze the 2024 capital return strategies across the five major financial institutions detailed in this industry benchmark compilation. For each institution, extract the 'Common dividend payout ratio' and the 'Aggregate purchase price of common stock repurchases' for 2024, and identify which bank executed the highest ... | [
"images/sample_sample_b12093ce74f5/positive/page_1.png",
"images/sample_sample_b12093ce74f5/positive/page_2.png",
"images/sample_sample_b12093ce74f5/positive/page_3.png",
"images/sample_sample_b12093ce74f5/positive/page_4.png",
"images/sample_sample_b12093ce74f5/positive/page_5.png"
] | [
"images/sample_sample_b12093ce74f5/hard_negatives/hn_001/page_1.png",
"images/sample_sample_b12093ce74f5/hard_negatives/hn_002/page_2.png",
"images/sample_sample_b12093ce74f5/hard_negatives/hn_003/page_3.png",
"images/sample_sample_b12093ce74f5/hard_negatives/hn_004/page_4.png",
"images/sample_sample_b12093... | {
"sample_id": "sample_sample_b12093ce74f5",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/10.png",
"document_type": "Annual Report (Form 10-K)",
"answer": "Based on the 2024 capital return data extracted from the benchmark report, the metrics for the five institutions are: Wells Far... |
Analyze the five-year trend (2020-2024) of JPMorgan Chase & Co.'s year-end Liquidity Coverage Ratio (LCR) and the proportional shift between Eligible cash and Eligible securities within its Total HQLA. Based on this longitudinal data, identify the specific year that recorded the largest year-over-year percentage point ... | [
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"images/sample_sample_194590390a5b/positive/page_2.png",
"images/sample_sample_194590390a5b/positive/page_3.png",
"images/sample_sample_194590390a5b/positive/page_4.png"
] | [
"images/sample_sample_194590390a5b/hard_negatives/hn_001/page_1.png",
"images/sample_sample_194590390a5b/hard_negatives/hn_002/page_2.png",
"images/sample_sample_194590390a5b/hard_negatives/hn_003/page_3.png",
"images/sample_sample_194590390a5b/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_194590390a5b",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/15.png",
"document_type": "Annual Report Page (Form 10-K)",
"answer": "Between 2020 and 2024, JPMorgan Chase & Co.’s year-end Liquidity Coverage Ratio (LCR) fluctuated as follows: 115% (2020), ... |
Compare the firm's human resources and workforce management trends from 2020 to 2024 by extracting the annual percentage of employment opportunities filled by external candidates, and summarize the key additions or evolutionary changes made to the employee training curriculum and wellness benefit packages across this f... | [
"images/sample_sample_499ca91210a1/positive/page_1.png",
"images/sample_sample_499ca91210a1/positive/page_2.png",
"images/sample_sample_499ca91210a1/positive/page_3.png",
"images/sample_sample_499ca91210a1/positive/page_4.png",
"images/sample_sample_499ca91210a1/positive/page_5.png"
] | [
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"images/sample_sample_499ca91210a1/hard_negatives/hn_002/page_2.png",
"images/sample_sample_499ca91210a1/hard_negatives/hn_003/page_3.png",
"images/sample_sample_499ca91210a1/hard_negatives/hn_004/page_4.png",
"images/sample_sample_499ca9... | {
"sample_id": "sample_sample_499ca91210a1",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/13.png",
"document_type": "Corporate report page",
"answer": "Between 2020 and 2024, JPMorgan Chase's workforce management showed a strategic shift toward internal mobility before returning to ... |
Analyze the five-year trend (2020-2024) of the 'CET1 capital ratio' and 'Tier 1 leverage ratio' for both J.P. Morgan Securities plc and J.P. Morgan SE. Extract the actual ratios and their corresponding regulatory minimums for each year, calculate the surplus margin (actual minus minimum) for each metric, and identify w... | [
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"images/sample_sample_ddd0e0043b66/positive/page_2.png",
"images/sample_sample_ddd0e0043b66/positive/page_3.png",
"images/sample_sample_ddd0e0043b66/positive/page_4.png",
"images/sample_sample_ddd0e0043b66/positive/page_5.png"
] | [
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"images/sample_sample_ddd0e0043b66/hard_negatives/hn_002/page_2.png",
"images/sample_sample_ddd0e0043b66/hard_negatives/hn_003/page_3.png",
"images/sample_sample_ddd0e0043b66/hard_negatives/hn_004/page_4.png",
"images/sample_sample_ddd0e0... | {
"sample_id": "sample_sample_ddd0e0043b66",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/12.png",
"document_type": "Annual Report excerpt (Form 10-K)",
"answer": "Based on a comprehensive review of J.P. Morgan Chase & Co. Form 10-K reports from 2020 to 2024, the five-year trend ana... |
Analyze the year-over-year trends in the Firm's eligible HQLA securities and its borrowing capacity at Federal Home Loan Banks and Federal Reserve Banks across the five-year period from 2020 to 2024. Based on this multi-year data, identify the year that experienced the steepest percentage decline in eligible HQLA, and ... | [
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"images/sample_sample_859fb8532ef3/positive/page_2.png",
"images/sample_sample_859fb8532ef3/positive/page_3.png",
"images/sample_sample_859fb8532ef3/positive/page_4.png"
] | [
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"images/sample_sample_859fb8532ef3/hard_negatives/hn_002/page_2.png",
"images/sample_sample_859fb8532ef3/hard_negatives/hn_003/page_3.png",
"images/sample_sample_859fb8532ef3/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_859fb8532ef3",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/16.png",
"document_type": "Financial Report Page (Form 10-K)",
"answer": "Based on a comprehensive five-year trend analysis from 2020 to 2024, the Firm's eligible High-Quality Liquid Assets (HQ... |
Analyze the five-year trend (2020-2024) in the firm's 'Total short-term secured funding' versus 'Total long-term unsecured funding'. For each year, extract the average balances for these two aggregate categories, calculate their respective year-over-year percentage changes, and summarize the primary business drivers (e... | [
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"images/sample_sample_7ba2822d3181/positive/page_2.png",
"images/sample_sample_7ba2822d3181/positive/page_3.png",
"images/sample_sample_7ba2822d3181/positive/page_4.png"
] | [
"images/sample_sample_7ba2822d3181/hard_negatives/hn_001/page_1.png",
"images/sample_sample_7ba2822d3181/hard_negatives/hn_002/page_2.png",
"images/sample_sample_7ba2822d3181/hard_negatives/hn_003/page_3.png",
"images/sample_sample_7ba2822d3181/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_7ba2822d3181",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/19.png",
"document_type": "Financial report (Form 10-K excerpt)",
"answer": "Between 2020 and 2024, the firm’s funding mix shifted significantly in response to shifting monetary policies and ma... |
Analyze the year-over-year trends in average deposit balances for the Consumer & Community Banking (CCB) and Asset & Wealth Management (AWM) segments from 2020 through 2024. For each segment, identify the specific years where average deposit balances declined compared to the previous year, and summarize the primary qua... | [
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"images/sample_sample_cd334726bc6d/positive/page_2.png",
"images/sample_sample_cd334726bc6d/positive/page_3.png",
"images/sample_sample_cd334726bc6d/positive/page_4.png"
] | [
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"images/sample_sample_cd334726bc6d/hard_negatives/hn_002/page_2.png",
"images/sample_sample_cd334726bc6d/hard_negatives/hn_003/page_3.png",
"images/sample_sample_cd334726bc6d/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_cd334726bc6d",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/17.png",
"document_type": "Annual Report page (Form 10-K)",
"answer": "An analysis of JPMorgan Chase’s average deposit balances from 2020 through 2024 reveals distinct trends for the CCB and AW... |
Analyze the implementation of the firmwide Reputation Risk Governance policy across the Firm's major Lines of Business (LOBs). For each LOB detailed in the report, summarize how they specifically operationalize the mandate to assess 'environmental impacts and social concerns' during client onboarding or transaction app... | [
"images/sample_sample_24b372f2b9e0/positive/page_1.png",
"images/sample_sample_24b372f2b9e0/positive/page_2.png",
"images/sample_sample_24b372f2b9e0/positive/page_3.png",
"images/sample_sample_24b372f2b9e0/positive/page_4.png"
] | [
"images/sample_sample_24b372f2b9e0/hard_negatives/hn_001/page_1.png",
"images/sample_sample_24b372f2b9e0/hard_negatives/hn_002/page_2.png",
"images/sample_sample_24b372f2b9e0/hard_negatives/hn_003/page_3.png",
"images/sample_sample_24b372f2b9e0/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_24b372f2b9e0",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/22.png",
"document_type": "Annual Report Page (Form 10-K)",
"answer": "The Firm implements its firmwide Reputation Risk Governance policy through tailored operational frameworks across its thre... |
Across the Firm's five primary risk management disclosures (Credit Risk, Market Risk, Liquidity Risk, Operational Risk, and Compliance Risk), summarize the specific mechanisms, frequencies, and committees used to report aggregate risk exposures to senior management and the Board of Directors. Highlight any differences ... | [
"images/sample_sample_30146c5cd450/positive/page_1.png",
"images/sample_sample_30146c5cd450/positive/page_2.png",
"images/sample_sample_30146c5cd450/positive/page_3.png",
"images/sample_sample_30146c5cd450/positive/page_4.png"
] | [
"images/sample_sample_30146c5cd450/hard_negatives/hn_001/page_1.png",
"images/sample_sample_30146c5cd450/hard_negatives/hn_002/page_2.png",
"images/sample_sample_30146c5cd450/hard_negatives/hn_003/page_3.png",
"images/sample_sample_30146c5cd450/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_30146c5cd450",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/25.png",
"document_type": "Report (Form 10-K)",
"answer": "The Firm monitors aggregate risk exposures across five primary categories through a structured hierarchy of committees and independent... |
Synthesize the strategic drivers behind the Firm's 2024 long-term funding activities by integrating the quantitative MD&A summary with the detailed financial footnotes. First, extract the total 2024 issuance and maturity/redemption volumes for both unsecured and secured long-term funding. Then, cross-reference these ba... | [
"images/sample_sample_ed1cd6dc15e8/positive/page_1.png",
"images/sample_sample_ed1cd6dc15e8/positive/page_2.png",
"images/sample_sample_ed1cd6dc15e8/positive/page_3.png",
"images/sample_sample_ed1cd6dc15e8/positive/page_4.png"
] | [
"images/sample_sample_ed1cd6dc15e8/hard_negatives/hn_001/page_1.png",
"images/sample_sample_ed1cd6dc15e8/hard_negatives/hn_002/page_2.png",
"images/sample_sample_ed1cd6dc15e8/hard_negatives/hn_003/page_3.png",
"images/sample_sample_ed1cd6dc15e8/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_ed1cd6dc15e8",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/20.png",
"document_type": "Annual Report (Form 10-K) page",
"answer": "The Firm's 2024 long-term funding activities were characterized by a strategic expansion of unsecured issuance to meet reg... |
Compare the 'Operational' and 'Strategic' risk summaries across the annual reports from 2019 to 2023. Identify the exact year when climate-related impacts and advanced technological adoption (e.g., new delivery platforms or AI) were first explicitly introduced into these specific risk categories, and summarize how the ... | [
"images/sample_sample_4069f8eff42d/positive/page_1.png",
"images/sample_sample_4069f8eff42d/positive/page_2.png",
"images/sample_sample_4069f8eff42d/positive/page_3.png",
"images/sample_sample_4069f8eff42d/positive/page_4.png",
"images/sample_sample_4069f8eff42d/positive/page_5.png"
] | [
"images/sample_sample_4069f8eff42d/hard_negatives/hn_001/page_1.png",
"images/sample_sample_4069f8eff42d/hard_negatives/hn_002/page_2.png",
"images/sample_sample_4069f8eff42d/hard_negatives/hn_003/page_3.png",
"images/sample_sample_4069f8eff42d/hard_negatives/hn_004/page_4.png",
"images/sample_sample_4069f8... | {
"sample_id": "sample_sample_4069f8eff42d",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/24.png",
"document_type": "Financial Report / Annual Filing",
"answer": "Climate-related impacts and advanced technological adoption (specifically AI and digital delivery platforms) were first ... |
Analyze the five-year trend (2020-2024) of Long-term issuer ratings and Outlooks provided by Standard & Poor's and Fitch Ratings for the Parent Company (JPMorgan Chase & Co.). Detail any year-over-year changes in either the ratings or outlooks across this period, and synthesize the primary macroeconomic or firm-specifi... | [
"images/sample_sample_2793b6cf39ff/positive/page_1.png",
"images/sample_sample_2793b6cf39ff/positive/page_2.png",
"images/sample_sample_2793b6cf39ff/positive/page_3.png",
"images/sample_sample_2793b6cf39ff/positive/page_4.png",
"images/sample_sample_2793b6cf39ff/positive/page_5.png"
] | [
"images/sample_sample_2793b6cf39ff/hard_negatives/hn_001/page_1.png",
"images/sample_sample_2793b6cf39ff/hard_negatives/hn_002/page_2.png",
"images/sample_sample_2793b6cf39ff/hard_negatives/hn_003/page_3.png",
"images/sample_sample_2793b6cf39ff/hard_negatives/hn_004/page_4.png",
"images/sample_sample_2793b6... | {
"sample_id": "sample_sample_2793b6cf39ff",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/21.png",
"document_type": "Annual Report (Form 10-K)",
"answer": "Between 2020 and 2024, JPMorgan Chase & Co. (the Parent Company) experienced a positive trajectory in its credit profile, movin... |
For each of the firm's four major business segments (Consumer & Community Banking, Corporate & Investment Bank, Commercial Banking, and Asset & Wealth Management), extract their individual 2024 'Net charge-off rates' and total 'Loans retained' from their respective detailed Credit Portfolio sections. Compare these figu... | [
"images/sample_sample_c29d44e67874/positive/page_1.png",
"images/sample_sample_c29d44e67874/positive/page_2.png",
"images/sample_sample_c29d44e67874/positive/page_3.png",
"images/sample_sample_c29d44e67874/positive/page_4.png",
"images/sample_sample_c29d44e67874/positive/page_5.png"
] | [
"images/sample_sample_c29d44e67874/hard_negatives/hn_001/page_1.png",
"images/sample_sample_c29d44e67874/hard_negatives/hn_002/page_2.png",
"images/sample_sample_c29d44e67874/hard_negatives/hn_003/page_3.png",
"images/sample_sample_c29d44e67874/hard_negatives/hn_004/page_4.png",
"images/sample_sample_c29d44... | {
"sample_id": "sample_sample_c29d44e67874",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/26.png",
"document_type": "Financial report (Form 10-K page)",
"answer": "Based on the 2024 segment-specific credit portfolio data, the Consumer & Community Banking (CCB) segment reported both ... |
Review the Management's Discussion and Analysis (MD&A) sections for the firm's four principal credit portfolios: Consumer Credit, Wholesale Credit, Commercial Real Estate, and Corporate & Investment Bank. Synthesize the firm's strategy for each portfolio regarding loan retention versus securitization or sale, explicitl... | [
"images/sample_sample_104676e77a2c/positive/page_1.png",
"images/sample_sample_104676e77a2c/positive/page_2.png",
"images/sample_sample_104676e77a2c/positive/page_3.png",
"images/sample_sample_104676e77a2c/positive/page_4.png"
] | [
"images/sample_sample_104676e77a2c/hard_negatives/hn_001/page_1.png",
"images/sample_sample_104676e77a2c/hard_negatives/hn_002/page_2.png",
"images/sample_sample_104676e77a2c/hard_negatives/hn_003/page_3.png",
"images/sample_sample_104676e77a2c/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_104676e77a2c",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/27.png",
"document_type": "Annual Report (Form 10-K) page",
"answer": "The firm employs a differentiated strategy across its four principal credit portfolios, balancing balance sheet stability ... |
Review the risk management overview sections for the firm's five primary risk domains (Credit, Market, Liquidity, Operational, and Compliance Risk). For each domain, summarize the specific methodologies used for risk identification and measurement, and detail the distinct macroeconomic or business scenarios applied in ... | [
"images/sample_sample_589da5f43af1/positive/page_1.png",
"images/sample_sample_589da5f43af1/positive/page_2.png",
"images/sample_sample_589da5f43af1/positive/page_3.png",
"images/sample_sample_589da5f43af1/positive/page_4.png",
"images/sample_sample_589da5f43af1/positive/page_5.png"
] | [
"images/sample_sample_589da5f43af1/hard_negatives/hn_001/page_1.png",
"images/sample_sample_589da5f43af1/hard_negatives/hn_002/page_2.png",
"images/sample_sample_589da5f43af1/hard_negatives/hn_003/page_3.png",
"images/sample_sample_589da5f43af1/hard_negatives/hn_004/page_4.png",
"images/sample_sample_589da5... | {
"sample_id": "sample_sample_589da5f43af1",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/23.png",
"document_type": "Report page (SEC Form 10-K excerpt)",
"answer": "The firm utilizes distinct methodologies and stress testing scenarios across its five primary risk domains. \n\n1. **... |
Analyze the year-over-year trend in the 'Credit card - retained' net charge-off rate and the total 'Nonaccrual loans' for the consumer portfolio from 2020 to 2024. Based on this five-year period, identify which year demonstrated the highest peak in credit card charge-offs, and describe how the total 'Consumer, excludin... | [
"images/sample_sample_53ae03d5086e/positive/page_1.png",
"images/sample_sample_53ae03d5086e/positive/page_2.png",
"images/sample_sample_53ae03d5086e/positive/page_3.png",
"images/sample_sample_53ae03d5086e/positive/page_4.png"
] | [
"images/sample_sample_53ae03d5086e/hard_negatives/hn_001/page_1.png",
"images/sample_sample_53ae03d5086e/hard_negatives/hn_002/page_2.png",
"images/sample_sample_53ae03d5086e/hard_negatives/hn_003/page_3.png",
"images/sample_sample_53ae03d5086e/hard_negatives/hn_004/page_4.png"
] | {
"sample_id": "sample_sample_53ae03d5086e",
"original_image": "output/vidore_no_label/finance_en/full_ocr_bm25/images/28.png",
"document_type": "Financial Report Page (Form 10-K)",
"answer": "Between 2020 and 2024, the 'Credit card - retained' net charge-off (NCO) rate followed a cyclical path, starting at a p... |
End of preview. Expand in Data Studio
Banana ViDoRe v3 Fullpipe
Nano Banana Pro full-pipeline synthetic training data for ViDoRe v3 finance and industrial domains.
This repository contains 4670 training records and 40190 unique referenced images across domain-separated ColFlor/ColQwen training splits. Images are included in the repository and paths in each JSONL are relative to that domain directory.
Generated at: 2026-06-29T09:39:01.644860+00:00
Layout
finance/train.jsonl
finance/metadata.json
finance/images/...
industrial/train.jsonl
industrial/metadata.json
industrial/images/...
metadata.json
Splits
| domain | records | positive pages | hard negative pages | unique images |
|---|---|---|---|---|
| finance | 2853 | 12411 | 12409 | 24820 |
| industrial | 1817 | 7685 | 7685 | 15370 |
Usage
from banana.training.data.dataset import BananaDataset
finance = BananaDataset("finance/train.jsonl", num_hard_negatives=4)
industrial = BananaDataset("industrial/train.jsonl", num_hard_negatives=4)
When loading from the Hub with the Banana training scripts, use the domain JSONL path:
python -m banana.training.scripts.train \
--data-path hf://datasets/vkehfdl1/banana-vidorev3-fullpipe/finance/train.jsonl
Schema
Each JSONL row contains:
query: synthetic training querypositive_pages: relative image paths under the same domain directoryhard_negative_pages: relative hard-negative image pathsmetadata.domain:financeorindustrialmetadata.source_dataset: source ViDoRe v3 dataset namemetadata.negative_method:banana_fullpipe
The data was generated for training/adaptation only. Use held-out ViDoRe test splits for evaluation.
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