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"orig": "New York, April 29, 2026 -- Blackstone Mortgage Trust, Inc. (NYSE: BXMT) today reported its first-quarter 2026 results. The net loss attributable to Blackstone Mortgage Trust for the quarter was $6.3 million. First-quarter EPS, Distributable EPS, Distributable EPS prior to realized gains and losses, and dividends paid per basic share were $(0.04), $0.21, $0.49, and $0.47 respectively.",
"text": "New York, April 29, 2026 -- Blackstone Mortgage Trust, Inc. (NYSE: BXMT) today reported its first-quarter 2026 results. The net loss attributable to Blackstone Mortgage Trust for the quarter was $6.3 million. First-quarter EPS, Distributable EPS, Distributable EPS prior to realized gains and losses, and dividends paid per basic share were $(0.04), $0.21, $0.49, and $0.47 respectively."
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"orig": "Tim Johnson, Chief Executive Officer said, 'BXMT's first quarter results clearly demonstrate the breadth of our platform as we captured differentiated investments across diversified strategies and markets and completed over $2 billion in corporate and securitized debt financings. These initiatives on both sides of the balance sheet are driving strong earnings power and long-term shareholder value.'",
"text": "Tim Johnson, Chief Executive Officer said, 'BXMT's first quarter results clearly demonstrate the breadth of our platform as we captured differentiated investments across diversified strategies and markets and completed over $2 billion in corporate and securitized debt financings. These initiatives on both sides of the balance sheet are driving strong earnings power and long-term shareholder value.'"
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"orig": "Blackstone Mortgage Trust will host a conference call today at 9:00 a.m. ET to discuss results. To register for the webcast, please use the following link: https://event.webcasts.com/starthere.jsp?ei=1757309&tp_key=05eb0b62eb. For those unable to listen to the live broadcast, a recorded replay will be available on the company's website at www.bxmt.com beginning approximately two hours after the event.",
"text": "Blackstone Mortgage Trust will host a conference call today at 9:00 a.m. ET to discuss results. To register for the webcast, please use the following link: https://event.webcasts.com/starthere.jsp?ei=1757309&tp_key=05eb0b62eb. For those unable to listen to the live broadcast, a recorded replay will be available on the company's website at www.bxmt.com beginning approximately two hours after the event."
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"text": "Blackstone Mortgage Trust (NYSE: BXMT) is a real estate finance company that originates, acquires and manages senior loans and other debt or credit-oriented investments collateralized by or relating to commercial real estate in North America, Europe, and Australia. Our investment objective is to preserve and protect shareholder capital while producing attractive risk-adjusted returns primarily through dividends generated from current income. Our portfolio is composed primarily of loans secured by high-quality, institutional assets in major markets, sponsored by experienced, well-capitalized real estate investment owners and operators. These loans are financed in a variety of ways, depending on our view of the most prudent strategy available for each of our investments. We are externally managed by BXMT Advisors L.L.C., a subsidiary of Blackstone. Further information is available at www.bxmt.com."
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"text": "Blackstone is the world's largest alternative asset manager. Blackstone seeks to deliver compelling returns for institutional and individual investors by strengthening the companies in which the firm invests. Blackstone's over $1.3 trillion in assets under management include global investment strategies focused on real estate, private equity, credit, infrastructure, life sciences, growth equity, secondaries and hedge funds. Further information is available at www.blackstone.com. Follow @blackstone on LinkedIn, X (Twitter), and Instagram."
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"orig": "This press release contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this release and in the filings. BXMT assumes no obligation to update or supplement forwardlooking statements that become untrue because of subsequent events or circumstances.",
"text": "This press release contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this release and in the filings. BXMT assumes no obligation to update or supplement forwardlooking statements that become untrue because of subsequent events or circumstances."
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"orig": "Note: The information in this presentation is as of March 31, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, targets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. BXMT's manager is a subsidiary of Blackstone.",
"text": "Note: The information in this presentation is as of March 31, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, targets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. BXMT's manager is a subsidiary of Blackstone."
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"orig": "BXMT's CECL reserves have been excluded from Distributable Earnings consistent with other unrealized gains (losses) pursuant to its existing policy for reporting Distributable Earnings. BXMT expects to only recognize such potential credit losses in Distributable Earnings if and when such amounts are realized and deemed non-recoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but realization and non-recoverability may also be concluded if, in BXMT's determination, it is nearly certain that all amounts due will not be collected. The timing of any such credit loss realization in BXMT's Distributable Earnings may differ materially from the timing of CECL reserves or charge-offs in BXMT's consolidated financial statements prepared in accordance with GAAP. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the book value of the asset, and is reflective of its economic experience as it relates to the ultimate realization of the loan.",
"text": "BXMT's CECL reserves have been excluded from Distributable Earnings consistent with other unrealized gains (losses) pursuant to its existing policy for reporting Distributable Earnings. BXMT expects to only recognize such potential credit losses in Distributable Earnings if and when such amounts are realized and deemed non-recoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but realization and non-recoverability may also be concluded if, in BXMT's determination, it is nearly certain that all amounts due will not be collected. The timing of any such credit loss realization in BXMT's Distributable Earnings may differ materially from the timing of CECL reserves or charge-offs in BXMT's consolidated financial statements prepared in accordance with GAAP. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the book value of the asset, and is reflective of its economic experience as it relates to the ultimate realization of the loan."
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"orig": "BXMT believes that Distributable Earnings provides meaningful information to consider in addition to net income (loss) and cash flow from operating activities determined in accordance with GAAP. BXMT believes Distributable Earnings is a useful financial metric for existing and potential future holders of its class A common stock as historically, over time, Distributable Earnings has been a strong indicator of its dividends per share. As a REIT, BXMT generally must distribute annually at least 90% of its net taxable income, subject to certain adjustments, and therefore BXMT believes its dividends are one of the principal reasons stockholders may invest in BXMT's class A common stock. Distributable Earnings helps BXMT to evaluate its performance excluding the effects of certain transactions and GAAP adjustments that BXMT believes are not necessarily indicative of BXMT's current investment portfolio and operations and is a performance metric BXMT considers when declaring its dividends.",
"text": "BXMT believes that Distributable Earnings provides meaningful information to consider in addition to net income (loss) and cash flow from operating activities determined in accordance with GAAP. BXMT believes Distributable Earnings is a useful financial metric for existing and potential future holders of its class A common stock as historically, over time, Distributable Earnings has been a strong indicator of its dividends per share. As a REIT, BXMT generally must distribute annually at least 90% of its net taxable income, subject to certain adjustments, and therefore BXMT believes its dividends are one of the principal reasons stockholders may invest in BXMT's class A common stock. Distributable Earnings helps BXMT to evaluate its performance excluding the effects of certain transactions and GAAP adjustments that BXMT believes are not necessarily indicative of BXMT's current investment portfolio and operations and is a performance metric BXMT considers when declaring its dividends."
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"orig": "Furthermore, BXMT believes it is useful to present Distributable Earnings prior to realized gains and losses, which include but are not limited to charge-offs of CECL reserves, to reflect BXMT's direct operating results and help existing and potential future holders of BXMT's class A common stock assess the performance of BXMT's business excluding such realized gains or losses. BXMT may make similar adjustments with respect to other types of investments, if and when applicable transactions occur. During the period from the first quarter of 2024 to the fourth quarter of 2025, we reported this metric as Distributable Earnings prior to charge-offs of CECL reserves, as the only applicable realized gains or losses during such period were charge-offs of CECL reserves. BXMT utilizes Distributable Earnings prior to realized gains and losses as an additional performance metric to consider when declaring BXMT's dividends. Distributable Earnings mirrors the terms of BXMT's Management Agreement for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred.",
"text": "Furthermore, BXMT believes it is useful to present Distributable Earnings prior to realized gains and losses, which include but are not limited to charge-offs of CECL reserves, to reflect BXMT's direct operating results and help existing and potential future holders of BXMT's class A common stock assess the performance of BXMT's business excluding such realized gains or losses. BXMT may make similar adjustments with respect to other types of investments, if and when applicable transactions occur. During the period from the first quarter of 2024 to the fourth quarter of 2025, we reported this metric as Distributable Earnings prior to charge-offs of CECL reserves, as the only applicable realized gains or losses during such period were charge-offs of CECL reserves. BXMT utilizes Distributable Earnings prior to realized gains and losses as an additional performance metric to consider when declaring BXMT's dividends. Distributable Earnings mirrors the terms of BXMT's Management Agreement for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred."
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"orig": "Distributable Earnings and Distributable Earnings prior to realized gains and losses are non-GAAP measures. BXMT defines Distributable Earnings as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's Manager, subject to approval by a majority of BXMT's independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between its Manager and BXMT, or BXMT's Management Agreement, for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred.",
"text": "Distributable Earnings and Distributable Earnings prior to realized gains and losses are non-GAAP measures. BXMT defines Distributable Earnings as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's Manager, subject to approval by a majority of BXMT's independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between its Manager and BXMT, or BXMT's Management Agreement, for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred."
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"orig": "Net Lease Joint Venture : A joint venture BXMT entered into with a Blackstone-advised investment vehicle in 2024 to acquire triple net lease properties. BXMT's 75% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet.",
"text": "Net Lease Joint Venture : A joint venture BXMT entered into with a Blackstone-advised investment vehicle in 2024 to acquire triple net lease properties. BXMT's 75% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet."
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"orig": "Net Loan Exposure: Represents the principal balance of loans that are included in BXMT's consolidated financial statements, net of (i) asset-specific debt, (ii) participations sold, (iii) cost-recovery proceeds, and (iv) total loans receivable CECL reserve. Does not include owned real estate assets or investments in unconsolidated entities.",
"text": "Net Loan Exposure: Represents the principal balance of loans that are included in BXMT's consolidated financial statements, net of (i) asset-specific debt, (ii) participations sold, (iii) cost-recovery proceeds, and (iv) total loans receivable CECL reserve. Does not include owned real estate assets or investments in unconsolidated entities."
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"orig": "Blackstone Mortgage Trust, Inc.",
"text": "Blackstone Mortgage Trust, Inc."
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"orig": "ENDNOTES",
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"orig": "a. Dividend yield based on share price of $20.01 as of April 28, 2026.",
"text": "Dividend yield based on share price of $20.01 as of April 28, 2026.",
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"orig": "b. Includes $0.2B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture and $67M of investments in debt securities.",
"text": "Includes $0.2B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture and $67M of investments in debt securities.",
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"orig": "c. Based on Net Loan Exposure. Refer to Definitions.",
"text": "Based on Net Loan Exposure. Refer to Definitions.",
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"orig": "d. Excludes (i) BXMT's $0.5B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (ii) BXMT's $0.6B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iii) the $1.3B aggregate carrying value of BXMT's owned real estate assets, and (iv) BXMT's $66M fair value of investments in debt securities.",
"text": "Excludes (i) BXMT's $0.5B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (ii) BXMT's $0.6B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iii) the $1.3B aggregate carrying value of BXMT's owned real estate assets, and (iv) BXMT's $66M fair value of investments in debt securities.",
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"orig": "e. Gross loan originations include $0.6B of loans financed by syndicating senior loans to unaffiliated third parties. These non-recourse, non-MTM senior interests are not consolidated on BXMT's balance sheet. BXMT's investment in these loans, net of non-consolidated senior interests, was $90M.",
"text": "Gross loan originations include $0.6B of loans financed by syndicating senior loans to unaffiliated third parties. These non-recourse, non-MTM senior interests are not consolidated on BXMT's balance sheet. BXMT's investment in these loans, net of non-consolidated senior interests, was $90M.",
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"orig": "f. Reflects, as of March 31, 2026, (i) BXMT's loan portfolio of $17.3B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.5B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.6B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) the $1.3B aggregate carrying value of BXMT's owned real estate assets, and (v) BXMT's $66M fair value of investments in debt securities.",
"text": "Reflects, as of March 31, 2026, (i) BXMT's loan portfolio of $17.3B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.5B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.6B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) the $1.3B aggregate carrying value of BXMT's owned real estate assets, and (v) BXMT's $66M fair value of investments in debt securities.",
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"orig": "g. Transactions not yet closed are subject to conditions, and there can be no assurance such transactions will be completed on their contemplated terms, or at all.",
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"orig": "h. Excludes (i) $10M of upsizes on existing loans, (ii) BXMT's $0.2B share of the investments acquired by the Net Lease Joint Venture, and (iii) $67M of investments in debt securities.",
"text": "Excludes (i) $10M of upsizes on existing loans, (ii) BXMT's $0.2B share of the investments acquired by the Net Lease Joint Venture, and (iii) $67M of investments in debt securities.",
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"orig": "i. Reflects weighted average loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT, excluding any loans that are impaired.",
"text": "Reflects weighted average loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT, excluding any loans that are impaired.",
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"orig": "j. For illustrative purposes only. Actual results for each investment could differ materially from the results presented. Based on completed or expected asset-level financing, as applicable. Represents BXMT's expectations of implied levered spreads over applicable base rate, based on all-in loan yield and all-in cost of maximum asset-level borrowings; excludes corporate-level debt as well as management fees and expenses.",
"text": "For illustrative purposes only. Actual results for each investment could differ materially from the results presented. Based on completed or expected asset-level financing, as applicable. Represents BXMT's expectations of implied levered spreads over applicable base rate, based on all-in loan yield and all-in cost of maximum asset-level borrowings; excludes corporate-level debt as well as management fees and expenses.",
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"orig": "k. Investment types that represent less than 1% of our Investment Portfolio are excluded from the chart.",
"text": "Investment types that represent less than 1% of our Investment Portfolio are excluded from the chart.",
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"orig": "l. States and countries composing less than 1% of total loan portfolio are excluded.",
"text": "States and countries composing less than 1% of total loan portfolio are excluded.",
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"orig": "m. Assets with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.",
"text": "Assets with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.",
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"orig": "n. Geographic diversification excludes one U.S. dollar-denominated loan (0.4% of portfolio) that is located in Bermuda and allocated to 'Other International'.",
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"text": "Represents debt-to-equity ratio, which is the ratio of (i) total outstanding secured debt, asset-specific debt, term loans, senior secured notes, and convertible notes, in each case excluding unamortized deferred financing costs and discounts, less cash, to (ii) total equity.",
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"orig": "r. Date loan was originated or acquired by BXMT.",
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"orig": "s. Total commitment reflects outstanding principal balance as well as any related unfunded loan commitment.",
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"orig": "u. The weighted-average cash coupon and all-in yield are expressed as a spread over the relevant floating benchmark rates. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.",
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"orig": "v. Maximum maturity assumes all extension options are exercised; however, BXMT's loans may be repaid prior to such date. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.",
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"orig": "w. Represents net income (loss) attributable to Blackstone Mortgage Trust, Inc.",
"text": "Represents net income (loss) attributable to Blackstone Mortgage Trust, Inc.",
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"orig": "x. Represents realized losses related to loan principal amounts deemed non-recoverable during the applicable period.",
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"orig": "y. Represents depreciation of owned real estate assets and amortization of intangible owned real estate assets and liabilities.",
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"orig": "z. Represents an adjustment to the realized loss on the sale of a property held at depreciated cost. Because depreciation and amortization is a non-cash expense that is excluded from Distributable Earnings, GAAP gains upon sale of a property are higher, and GAAP losses are lower, than the respective realized amounts reflected in Distributable Earnings. For Distributable Earnings, the amount is calculated as net sales proceeds less the property's carrying value prior to depreciation and amortization.",
"text": "Represents an adjustment to the realized loss on the sale of a property held at depreciated cost. Because depreciation and amortization is a non-cash expense that is excluded from Distributable Earnings, GAAP gains upon sale of a property are higher, and GAAP losses are lower, than the respective realized amounts reflected in Distributable Earnings. For Distributable Earnings, the amount is calculated as net sales proceeds less the property's carrying value prior to depreciation and amortization.",
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"orig": "aa. Represents realized gain (loss) on the repatriation of unhedged foreign currency. These amounts were not included in GAAP net income (loss), but rather as a component of other comprehensive income in BXMT's consolidated financial statements.",
"text": "aa. Represents realized gain (loss) on the repatriation of unhedged foreign currency. These amounts were not included in GAAP net income (loss), but rather as a component of other comprehensive income in BXMT's consolidated financial statements.",
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"orig": "bb. Allocable share of adjustments related to unconsolidated entities for the three months ended March 31, 2026, reflects BXMT's share of non-cash items such as (i) $3.2 million of unrealized losses recorded by such unconsolidated entities, (ii) $3.1 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended December 31, 2025, reflects BXMT's share of non-cash items such as (i) $(2.0) million of unrealized gains recorded by such unconsolidated entities, (ii) $2.0 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended September 30, 2025, reflects BXMT's share of non-cash items such as (i) $(2.3) million of unrealized gains recorded by such unconsolidated entities, (ii) $1.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended June 30, 2025, reflects BXMT's share of non-cash items such as (i) $0.9 million of unrealized losses recorded by such unconsolidated entities, (ii) $0.7 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any.",
"text": "bb. Allocable share of adjustments related to unconsolidated entities for the three months ended March 31, 2026, reflects BXMT's share of non-cash items such as (i) $3.2 million of unrealized losses recorded by such unconsolidated entities, (ii) $3.1 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended December 31, 2025, reflects BXMT's share of non-cash items such as (i) $(2.0) million of unrealized gains recorded by such unconsolidated entities, (ii) $2.0 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended September 30, 2025, reflects BXMT's share of non-cash items such as (i) $(2.3) million of unrealized gains recorded by such unconsolidated entities, (ii) $1.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended June 30, 2025, reflects BXMT's share of non-cash items such as (i) $0.9 million of unrealized losses recorded by such unconsolidated entities, (ii) $0.7 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any.",
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"orig": "cc. Represents (i) the non-cash income recognized under GAAP related to BXMT's Agency Multifamily Lending Partnership, in which BXMT receives a portion of origination, servicing, and other fees for loans BXMT refers to M&T Realty Capital Corporation for origination, offset by the related loss-sharing obligation accruals and (ii) the cash received related to such income previously recognized under GAAP.",
"text": "Represents (i) the non-cash income recognized under GAAP related to BXMT's Agency Multifamily Lending Partnership, in which BXMT receives a portion of origination, servicing, and other fees for loans BXMT refers to M&T Realty Capital Corporation for origination, offset by the related loss-sharing obligation accruals and (ii) the cash received related to such income previously recognized under GAAP.",
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"orig": "dd. Represents the amount included on BXMT's consolidated statement of operations.",
"text": "Represents the amount included on BXMT's consolidated statement of operations.",
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"orig": "ee. The weighted-average shares outstanding, basic, exclude shares issuable from a potential conversion of BXMT's convertible notes. Consistent with the treatment of other unrealized adjustments to Distributable Earnings, these potentially issuable shares are excluded until a conversion occurs.",
"text": "ee. The weighted-average shares outstanding, basic, exclude shares issuable from a potential conversion of BXMT's convertible notes. Consistent with the treatment of other unrealized adjustments to Distributable Earnings, these potentially issuable shares are excluded until a conversion occurs.",
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"orig": "FORWARD-LOOKING STATEMENTS & IMPORTANT DISCLOSURE INFORMATION",
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"orig": "References herein to 'Blackstone Mortgage Trust,' 'Company,' 'we,' 'us,' or 'our' refer to Blackstone Mortgage Trust, Inc. and its subsidiaries unless the context specifically requires otherwise. Opinions expressed reflect the current opinions of BXMT as of the date appearing in this document only and are based on the BXMT's opinions of the current market environment, which is subject to change. There can be no assurances that any of the trends described herein will continue or will not reverse. Past events and trends do not imply, predict or guarantee, and are not necessarily indicative of, future events or results.",
"text": "References herein to 'Blackstone Mortgage Trust,' 'Company,' 'we,' 'us,' or 'our' refer to Blackstone Mortgage Trust, Inc. and its subsidiaries unless the context specifically requires otherwise. Opinions expressed reflect the current opinions of BXMT as of the date appearing in this document only and are based on the BXMT's opinions of the current market environment, which is subject to change. There can be no assurances that any of the trends described herein will continue or will not reverse. Past events and trends do not imply, predict or guarantee, and are not necessarily indicative of, future events or results."
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"orig": "This presentation may contain forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. BXMT assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances.",
"text": "This presentation may contain forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. BXMT assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances."
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{
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{
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},
{
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},
{
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{
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}
]
}
]
},
{
"self_ref": "#/pictures/3",
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},
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"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\nchart: Distributable Earnings Per Share Prior to Realized Gains and Losses(1)\n- Bar values and corresponding dates:\n - $0.45 for 6/30/2025\n - $0.48 for 9/30/2025\n - $0.51 for 12/31/2025\n - $0.49 for 3/31/2026\n- A horizontal line at $0.47 is labeled \"dividend\".\n\ntable:\n| | 6/30/2025 | 9/30/2025 | 12/31/2025 | 3/31/2026 |\n|---|---|---|---|---|\n| GAAP EPS | $0.04 | $0.37 | $0.24 | $(0.04) |\n| Distributable EPS(1) | $0.19 | $0.24 | $(2.07) | $0.21 |\n\nchart: Loan Portfolio Performance(c)(d)\n- Bar values and corresponding quarters:\n - 94% for Q2 2025\n - 96% for Q3 2025\n - 99% for Q4 2025\n - 98% for Q1 2026\n::>"
},
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{
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{
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{
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}
]
},
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{
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{
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{
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},
{
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},
{
"marker": "c",
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},
{
"marker": "d",
"kind": "footnote",
"label": "Loan Portfolio Performance(c)(d)"
}
],
"quber__footnotes": [
{
"marker": "1",
"text": "See Appendix for definition and reconciliation to GAAP net (loss) income."
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9307116270065308
},
{
"class_name": "table",
"confidence": 0.059561025351285934
},
{
"class_name": "line_chart",
"confidence": 0.0070247226394712925
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0010122573003172874
},
{
"class_name": "calendar",
"confidence": 0.0005974748055450618
},
{
"class_name": "pie_chart",
"confidence": 0.00030915148090571165
},
{
"class_name": "flow_chart",
"confidence": 0.00019814528059214354
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00010985502012772486
},
{
"class_name": "other",
"confidence": 9.058196155820042e-05
},
{
"class_name": "engineering_drawing",
"confidence": 6.0194957768544555e-05
},
{
"class_name": "full_page_image",
"confidence": 5.920861440245062e-05
},
{
"class_name": "qr_code",
"confidence": 5.3477720939554274e-05
},
{
"class_name": "page_thumbnail",
"confidence": 4.645445369533263e-05
},
{
"class_name": "bar_code",
"confidence": 3.9363992982544005e-05
},
{
"class_name": "geographical_map",
"confidence": 2.8206861315993592e-05
},
{
"class_name": "logo",
"confidence": 2.3601836801390164e-05
},
{
"class_name": "icon",
"confidence": 1.9550549041014165e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 9.964914170268457e-06
},
{
"class_name": "photograph",
"confidence": 8.703713319846429e-06
},
{
"class_name": "music",
"confidence": 8.636523489258252e-06
},
{
"class_name": "stamp",
"confidence": 6.979443696764065e-06
},
{
"class_name": "scatter_plot",
"confidence": 6.3658108047093265e-06
},
{
"class_name": "chemistry_structure",
"confidence": 4.978526703780517e-06
},
{
"class_name": "box_plot",
"confidence": 4.000335593445925e-06
},
{
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cpuWklyE6U6nt76OqGNA4PdBEkWRYEKUOtxI4gIDu+dd94RRfHjjz8+c+bMoEGDmjdvHhUVFRISMmXKFKPRGBERcffu3cKHhg4d2rJlS6hqTLFXFOXaykvs5cWleXfL8rNs5UXIGOcqMga/IP8LgAABQggAgd/gTNHpDUauNVnMsijBb+AvABCRA/5/AIhIqSQIkiAEefhEBAY3CwoJcPcM8vCu7+MvixLUehwIIoLDu3LlCiEkMjIyJSXlwoUL7CE/P78OHTpcuXLFYDAUFRUdPHiwQYMGXbp0EUURqgJyxhR7ad7dgozr5QXZ1rICW3kxMhUIJZQSIEAAgMCfwJmi0xuMXGuymGVRgj8BAQGBA3KODLksiHU8vYM8vet7+7dv0CQyOFQraQRKodajQhARav2rsgdZlcX3C7NuFWWl2K1lXFUAgBBKKIX/CmeKTm8wcq3JYpZFCf46BOQcGXICRCOKPrL2qdCGbULDw3wDw/2DoFb1I4gItQA457aywrxUc2ne3fKCbGtpAQAQKhACAAT+Hs4Und5g5FqTxSyLEvw9CIgIKmeUkBAv30b+wfrgegZd00APL5EKUKt6EEQE16baKotzb+elmgszb6q2CkROiEAoharDmaLTG4xca7KYZVGCqsM4Z8hFQt018lP1GvZqoo+q28BT4wa1qhpBRHBNiLby4vup5oKM66V5GZyplApACFQDzhSd3mDkWpPFLIsSVANEVDmXBKFZUIhB17R7ePMAD0+oVXUIIoKLYapSkp2Wn3H1we0rirUckVMqACFQbThTdHqDkWtNFrMsSlBtEFHhTCTUV+vRo1HzDmFNouo2oIRArb+NICK4DOSs8F5q9rVTRfdSmWIlVCSEQPXjTNHpDUauNVnMsihB9eOIKmfesrZF3Qb9m7ZqXb+hSAWo9TcQRATXUHQvJft6Qn7GNa4qhAqEEHhUOFN0eoORa00WsyxK8KhwRJUzWZA6hDV+tvlTrUJ0UP3u379fWlrauHFj+B3FxcU3b95s2bKlLMvwF1mt1rKysoCAAEII/Mbly5d9fX0bNGgA1YYgItRwWJafnXXlRP6dq6qtkgoCAIFHizNFpzcYudZkMcuiBI8WAiqMecvaLg2bvRDVNsw3EKrTrl27zpw5s379ekII/DtXrlyZNWvW9u3bg4OD4XcUFxcnJyd369aNUgq/cfr06W+//XbBggXu7u7wK875xIkTO3ToMG7cOKg2BBGh5ip9kHX/ZmLurQuqvZJQSgiFx4EzRac3GLnWZDHLogSPA0dknPlo3Qc0e7JPRFSotz9Uj82bN584cSI+Pj4vL6+0tDQ1NTUqKio8PBwA8vLyEhMT7969++23365du5Zz3rBhQ0ppWlpa3bp1OecJCQmCILRu3frQoUNr166dN29ep06d7HZ7cXFxTk6OIAj8oc6dO9+9e/fatWuyLLdv397Dw2PixIkdOnQYO3YsVBuCiFATqfbKe9cTsq+espUXUyoAIfD4cKbo9AYj15osZlmU4PHhiCrnDXz8BjR7sn/Tlh6yG1S1+Pj4M2fOLF68eOrUqQEBAZzz3Nzc+Ph4zvmMGTPc3d3Lysry8/Pnzp27a9eu2NhYrVb7+uuvjxo16tChQ9evX2/QoMGIESN++umn+Pj4QYMGvfnmm0eOHImPj2/fvn1UVFRSUpKiKBs2bNi8efPVq1fz8vKaNGmyaNGiadOmtWvXbuzYsVBtCCJCjVOcczs98YeS3HQAQiiFx40zRac3GLnWZDHLogSPm8oZAETWqT+2XY/mwaFQpeLj4xMSEhYsWDB27Nhly5bp9frBgwe/++67586dS0lJWbduXXJy8uLFiydMmLBp06atW7e6u7uPHDlywoQJRqPR399/9uzZderU+fnnn+Pi4rZu3RoQELBy5cpz587t3LlTq9V+8cUXX3311e7du202m9lsPnPmzDfffGM0GpcuXdq2bduxY8dCtSGICDWIardmXvo5+8ZZtbKMCCI4Bs4Und5g5FqTxSyLEjgGhTE/rcdAfevBUe1kUYIqEh8fn5CQsGDBgsmTJ69atSoiImLYsGHjx4//6quvWrVqNWnSJLPZvHDhwnHjxm3ZsiU+Pt7Dw+O1116bOnVqw4YNP/zww+zs7EWLFpWVlcXExOzYscPb2zs2NjYrK2vlypUA8PXXX+/du3fz5s0rVqzIyMioW7fusWPHPvvss+XLl7dv33706NFQbQgiQk1RkHnjbvKR4px0QikhFBwGZ4pObzByrclilkUJHAbjHAFah+qGPdk5Mrg+VIXNmzcnJCR88MEHkyZNWrVqVURExKuvvjplypTjx49nZWVt2rQpKSlpwYIF06dPX758+c6dOwkhr7766oIFC9q2bevp6Tlt2jRRFIcOHbpw4cLPP//c398/JiYmMzMzJiYGAPbu3fvNN9/MnDnzzTff3LNnT3Fx8eTJk3fs2LFs2bLmzZu/+eabUG0IIoLzUyrLsq6evHftNLNVEkEEB8OZotMbjFxrsphlUQIHozDV391zaIsOA5540k2U4O/ZsWPHuXPn5syZM3369KVLlzZu3HjMmDETJkwICQmZPHmyh4cHANjt9nXr1n344YdZWVl16tS5cePG8uXLT506lZSUlJeXN2XKlL59+44ePZoxNmrUqPv372dmZi5duhQAvn3o448/nj17dllZmYeHx82bN5cuXZqZmblp06b169e3aNECqgdBRHByZflZKSe/LrmfQSglhILj4UzR6Q1GrjVZzLIogeNhnCNgm9Dwce16NvQPgr9BURTOuUajsdlsGo2GUmq1WiVJEgShpKTkxo0b9erVCwgI0Gq1lZWVN27cqFOnTkBAgCRJZWVlt27dCggICA8PB4Di4uKbN2+GhYX5+/tzzmVZBgD1ITc3t/LycovFEhoaSikFgKCgoNu3b/v6+vr5+UH1IIgIzuxB+tW0hO9sZYWECuCoOFN0eoORa00WsyxK4KjsTA319n+9U5829cOh1r8iiAjOianKvSsnM5JNnCmECuDAOFN0eoORa00WsyxK4MBUztwlObpNt/5PtJKoALV+RRARnJBiq7ydsO9+ygUEIISAY+NM0ekNRq41WcyyKIFjY4gipQOatRrTtrssSvDXlZaWUko9PDzgIUVRKisrvby8CCEAUF5eLgiCm5sbIiqKotFowBkQRARnU55/L+XMvuJ7KVQQgBBweJwpOr3ByLUmi1kWJXB4iKhybtA1ndSxdx1Pb/jT7HZ7TEzM0aNHKaWDBg2aOHGixWL54IMPioqKWrVqNWfOnLt37+7atcvd3f2NN944efKku7t7v379wBkQRASnkp9xLS1hf2VxHhVEcBKcKTq9wci1JotZFiVwBgigMrVpUMgbnfo0DaoHf47dbt+3b19ERMSdO3eWLFny+eefr1q1SqvVTpw4cfHixV27dlUUJSIiIjMzU1GUgoKCiRMn+vn5gTMgiAjOI/fm+bSz+xVbOaUiOA/OFJ3eYORak8UsixI4DztTgz19JnV42tAwAv6Ks2fPzp49e9OmTbNmzRo1atTgwYNXrlyZnp7evn37e/fuVVRUZGRkTJo0qWPHjuAkCCKCM0Dk929dSD3zHVNthFBwKpwpOr3ByLUmi1kWJXAqKuf+Wo9pnft1CGsCfw4iTp061dPTc8mSJXPmzLl9+/bEiROXLVvWuHHjpUuXHj9+PDU1VVXViRMn+vr6EkLAGRBEBGdQnpdhPrCJqQqlAjgbzhSd3mDkWpPFLIsSOBuVMX93z8md+nRp2BT+hH379sXGxm7fvl2n092/f3/VqlV37tw5derUrFmzpk6dioirVq0qLCy02Wxt2rR56aWXBEEAh0cQERzenp+P+mvlZkpW5vVzRBDB2XCm6PQGI9eaLGZZlMAJqZz7az2mde7XIawJ/Ec5OTnR0dEjR44cPnw4/Gr//v2xsbGbN29u3LixyWQ6deqUoijR0dHbtm2bPXu2j48PODyCiODYth46uOCz3f5e3itHR0dUpmfeSCRUAKfCmaLTG4xca7KYZVEC56Qy5u/uOblTny4Nm8LvUFV15syZW7duHTJkiEajGTRo0IABAw4dOrRgwYI5c+YMHDjw3r17mzdvfuWVV3bt2hUeHp6Zmfnuu+9qtVpweAQRwYF99vPR93bttCkK47xeYFDs6FFhJSmZlvNUEMF5cKbo9AYj15osZlmUwGmpnPtrPaZ16dehQRP4d1RVPXbsWH5+vqIoiPjkk09GRUWdOXOGMdalSxcASE1NLSwsbNu2rdlsTk5ONhgMzZo1A2dAEBEc1TdnTs/ctrWsslIUBACwq2qDoDoro0fpSm5l3UwiVAAnwZmi0xuMXGuymGVRAmemMubn7vlm5/4dwhqDKyGICA4pOTV17Jq4e/n5oiDArxRVDasTvHrM6OCCa/duXiCCCM6AM0WnNxi51mQxy6IETk5lrJ6334KnB4f5BYLLIIgIjifj/v2xa+KS09LcJAn+lU1RwkNCYkdHB+ddvZdqplQAh8eZotMbjFxrsphlUQLnZ1PVViFh83oN8tV6gGsgiAgOptxqHb9m9WFzsixJ8O/YVbVRSMgnY8b45pizUy5SUQTHxpmi0xuMXGuymGVRghpBYaxnY/1bXQZoRBFcAEFEcCTlVuv8T3d9evQnWZLg99kUJSK0ftyYaL97ydlpl6ggggPjTNHpDUauNVnMsihBjYAAKuevtuw4vHVnkQpQ0xFEBIfBEVd/+z8rvv4KACgh8B/ZFaVp/Qbrxo3RZpzLSbtMRQkcFWeKTm8wcq3JYpZFCWoKjigJwhud+j4dEQU1HUFEcBj7z52bsmGdqqqUUvgTrHZ7c13DT0ZHazPO5qZfo4IADokzRac3GLnWZDHLogQ1COPcU3Z7v/cLUXUbQI1GEBEcw62srOjYVSnZ2ZIowp9mUxS9ruH6cdFi6pnc9KtUlMDxcKbo9AYj15osZlmUoGZROWvoFzSv1/P1ffyh5iKICA7Arqqvb1j3P2fOyJIEf1Gl3d4yvNHaMdFC6qn7GdepIIKD4UzR6Q1GrjVZzLIoQY1jZ2qfiBYzuj5DCYEaiiAiOICdR0zv7thOKSXw37ApSsvwRhvHRauW43kZN6gogSPhTNHpDUauNVnMsihBjYMABPCtLs/0ahIJNRRBRHjcLqTcGh0Xm1tUJAoC/Lcq7fanGjdZN2YUtxzLy7xJBREcBmeKTm8wcq3JYpZFCWoilfN63r4L+wyp7+MPNRFBRHisKmy20bGrfrp0SZYk+HusivJU4yabx0VXXj3yIPMWFSVwDJwpOr3ByLUmi1kWJaih7Iz1bqJ/q8szkiBAjUMQER4fRFzx9d6VX38tCQIhBP62CputXbNm60e/Zr12pCArlQgiOADOFJ3eYORak8UsixLUUAiICG927t+3aQuocQgiwuOTePPmazEri8rKBEGAKmK129s2bbZ57Gullw7n30ulogSPG2eKTm8wcq3JYpZFCWoulfMQL9/3nx7c0C8QahaCiPCY2FV1TFzsweQkWZSgSlXYbB2eaL4hemTZlUMF2bepIMJjxZmi0xuMXGuymGVRghrNztRu4U/M7jFQpBRqEIKI8Jh8dzZh8vp1AECg6lXa7R2faL5p9IjCiwcLsm8LogSPD2eKTm8wcq3JYpZFCWo0BCAA7/YY2LlhU6hBCCLC4/CgpGTEyuVJKSmyJEH1qLDZukRGrh01rNj8Y2FuBhVEeEw4U3R6g5FrTRazLEpQ0ylMbVE3bEGfwZ4aN6gpCCLC47D+wIGFn++WqACEQLWxKkqXyKh1I1/KT/6xMDdDECV4HDhTdHqDkWtNFrMsSlDTIeAvphr69W/WCmoKgojwyKXfz31+8aLcoiKBUqhmFTZb95at1gwbWmj+oSgvkwoiPHKcKTq9wci1JotZFiVwAYzz+j7+y58Z5qt1hxqBICI8Wog479OdW378USNJ8EhYFaVHi5Zrhg3Ju/B9UV6mIErwaHGm6PQGI09349UAACAASURBVNeaLGZZlMA1qJyPbtPtpVYdoUYgiAiP1pkb16NjY0oqKgRK4VGpsNmefqp1zCvPP0j6vqQgm1IRHiHOFJ3eYORak8UsixK4BpXzEC/fRX1frO8TAM6PICI8Qipjc3Zu3374sJtGA4+WTVF6P9k67uWBOUnflzzIpqIIjwpnik5vMHKtyWKWRQlchp2pL7fsGN22OyUEnBxBRHiEUrOzByx4v8xaSQmBR67SZu/Xtu2KF5/LS9pfUpRLqQiPBGeKTm8wcq3JYpZFCVwGR/SQ5FXPDm/gGwBOjiAiPEIL93y27sB+jSjCY2JTlP5t2q18ccC98wdKC+9TQYTqx5mi0xuMXGuymGVRAleiMDakRftx7XuCkyOICI9Kanb2iJUr0nJzJEGAx6fSbn+2Q8elg/rdP7+/rDiPUBGqGWeKTm8wcq3JYpZFCVyJypjOL/CDPi/W9fIFZ0YQER6VTT98/96nu2RJgsfNpqrPte/w0cCns84fKCt6QAURqhNnik5vMHKtyWKWRQlcCQIwxqZ3HdCvaUtwZgQR4ZEoKi979oMFKdnZoiCAA7AqyvOdDAuf6Zlz/kBFaQGhAlQbzhSd3mDkWpPFLIsSuBiVc32d0A/7v+QmSuC0CCLCI7Hn56PvbNtKfgEOAQEUVX2hU+eFA7plnT9QXlJABRGqB2eKTm8wcq3JYpZFCVwMAlBCFvUZ8mQ9HTgtgohQ/Srt9lExq366aHbTaMCR2BRlaNfu8/oYss8fqCwrJpRCNeBM0ekNRq41WcyyKIHrUZjau3HU293/QQkB50QQEarfWcuN6JiYoopygVJwJAigqurQbt3f690xM3F/RVkJFQSoapwpOr3ByLUmi1kWJXA9jPNAD68FTw9uHBAMzokgIlQzRFx34LsFuz/TyjI4HkRUVHVYz96zerTJSvzeWlFKKIUqxZmi0xuMXGuymGVRApdkU5Ux7Xq81LIjJQScEEFEqGaVdtvARQsvp6eLggAOCREZ58N79p7Z7am75w5UVpZSKkDV4UzR6Q1GrjVZzLIogUtiyBv6Bq16doRWksAJEUSEanb+1q0XP/pQVVVCCDgqRFQYG/V03+mdW2YlHrBZywmhUEU4U3R6g5FrTRazLErgkhBREoQV/xjWJKAuOCGCiFDN3vt01+Yff9CIIjg2RGSI0U/3nd4pMuPcAau1nFIBqgJnik5vMHKtyWKWRQlcFeP8lVadXmvTFZwQQUSoTnnFxSNjVial3JJFCRweR2Scj+83YHL7JzITD9htlYRQ+Ns4U3R6g5FrTRazLErgquxMbRsavqDPixpBBGdDEBGq0+HkC2NWx3HOCSHgDPAXgOP7/2NSmyYZid/brRWECvD3cKbo9AYj15osZlmUwFVx5L5u7vN7v/BEnVBwNgQRodpwxGVffrHym6+1Gg04D47IOJ/y7MDxTza6e+6AXbESQuFv4EzR6Q1GrjVZzLIogQuzqcpbXQcMaPYkOBuCiFBtyq3WoR8vvZCSIgoCOBWOSIBMfvbZcS106YnfK3YboRT+W5wpOr3ByLUmi1kWJXBhKmcdwyLm9ByoEURwKgQRodrkFBV2nTWz3GqlhICz4b8AmD7ohZGR9e8mHlAUhRAC/xXOFJ3eYORak8UsixK4MI7ooZE3vjDG390TnApBRKg2/5NwZtrGDYxzQgg4Ic45pfTN518Y0SwkPfF7VbETSuGv40zR6Q1GrjVZzLIogQtDAAIwvcuA3k0iwakQRIRqM2v7th2HD2kkCZwW5xwJmfnikFci6txJ/F5VVUII/EWcKTq9wci1JotZFiVwbQpTn3niqWmd+4FTIYgI1cNqt78Ws/KnS5fcJAmcGedcEISZLw59qZF/WuIPjCmEUPgrOFN0eoORa00WsyxK4NrsTO0YFrHg6cGUEHAeBBGhepjTUsfExWYXFgqUgpNjnFNC5r0y7HmdT3ri94wxQgj8aZwpOr3ByLUmi1kWJXBtKmcN/YLm9x5cz9sXnAdBRKge351NGLdmtSSKBGoCxrkkivNefnVgfY/biT8wzgih8Odwpuj0BiPXmixmWZTAtXFEN1Ga12tQ69BwcB4EEaF6rPh678dffqnVaKCmYJwLlH4wfOSAetr0c99zREII/AmcKTq9wci1JotZFiVweVZVebfHc72bRIHzIIgI1cCmKJPXr9t/7qxGFKEGYZzLkrRg2Ij+wVLa+R8554RQ+COcKTq9wci1JotZFiVweXamvtSiw5h2PQgh4CQIIkI1KCmveG7RBzezMgVBgJqFcS4KwtLXonsHCWmJPyACIQT+I84Und5g5FqTxSyLErg8xrk+uP6ivkPcJQ04CYKIUA2Kyss6vv1WSUUlJQRqHMaYmyx/+Nqonn489fwhRCSEwu/jTNHpDUauNVnMsiiBy0NEL9lt84vjvWQ3cBIEEaEaXM248+zCD+yKQgiBmohxJonSijFju3irt88fQgBCCPwOzhSd3mDkWpPFLIsSuDxElARh+TPDIgLrgpMgiAjVYO/Jk29t2cw5J4RADaUy5u7mtmL0GIOHLTXpEAABQuDf4UzR6Q1GrjVZzLIogctDAArwdrd/dG/UHJwEQUSoBh8a//nJvu8EQSBQk6mMyRrN6nET2rtXpiYdIkCAEPg/OFN0eoORa00WsyxK4PIQABFHt+k2pGUHcBIEEaEaTFm/7osTx900GqjpVMY83LRx48a10ZSmXjhCCAFC4F9xpuj0BiPXmixmWZSgFoDK2eCoduPb9wInQRARqhrjfMTKFYeTL7hpNOACVMbcNPK6iROflErSLpgIoUAI/AZnik5vMHKtyWKWRQlqAdiZ2ici6p1uz4KTIIgIVa2ovHzkqhVnb9zQSBK4BpUxT637JxPGt6QFaclHCaUABH7FmaLTG4xca7KYZVGCWgA2Ve3WqNl7vV4AJ0EQEapaRl7ea6tWXL97VxJFcBkKY+6yvHHy5EjIv538ExEEAAIPcabo9AYj15osZlmUoBaAnalt6zf64OkXJUEAZ0AQEara5fT0MXExdx88EAUBXInKmJe7+/qJk5rznDTzMSoIAAQAOFN0eoORa00WsyxKUAtA5axpYMjCPi/6aj3AGRBEhKp26uq18WtXF5aVCZSCi1EY83DTxk+Z3FTNuX3xGBVEAOBM0ekNRq41WcyyKEEtAJXzEG/f+b2eD/evA86AICJUtSNm84S1ayrtdkoIuB6VMT9Pz/UTJzaxZd6+fJIKAmeqTm8wcq3JYpZFCWoBcEQv2W1Oz0GtQsLAGRBEhKp2MClp3CdxnCMhBFySwpi3h8eWyZMbWjPvXD4BgDq9wci1JotZFiWoBcAR3URpTs+Bbes3AmdAEBGq2g/nE6NjYyRRBBemMBbg7bNxwnhdRfrtS8fDW3Qzcq3JYpZFCWoBIKIkCHN6DmrfoDE4A4KIUNX2JZ4dtWqVuyyDa1MY8/P0ip8yMbToFgVqJJ5HLGZZlKAWACIKVJjbc2CHsCbgDAgiQlX7nzOnx6yOc5dlcHkKY8G+vuvGRHesH7Ty2uUfb1x0kySRCpQQcG2ISAmZ2+v5jmFNwBkQRISq9l1CQnRcjLssQy0ARVUDfXz3vPOOTULTrauldmvKg5wia4VAqUAoASCEgOtBQIJkXq9BHXUR4AwIIkJVO5CY+FrMCq1GhloPWe320U/3WTF23P2ykkvZGZIglNmttwvykrPSS2yVlYrdzlRKqChQAgRcAwISIHN7DuqkiwBnQBARqtr35xPHxMUKgkCg1v9SGXv9H8+++/LLCXduFVSUf3stqa6XT8u6YXW9fDSikF1SlJJ//35ZSUp+TqViFygVCAUCBAjUXIhICZnb6/mOYU3AGRBEhKp28ELSuNVxHJEQAi4PARBxztCXXu7V45DlklVVQr39tycdyysv9dTIod5+DXwDG/oF1vfxB4RiW8W13Kyr97Mq7LYKxc44FygRqQA1DiIKVJjbc2CHsCbgDAgiQlUzJSdPWLvGqiiUEHB5iAgAy0aPad40vNxmjTn5Q9+IFi3rhm1LOpZVXCgQoiIXCXUTJR+te5OA4Mg69QPcPQkhtwvu3y3Ov1dSlFaQq3IUKaWEAAECBJwfR3SXNO/2HNgmNBycAUFEqGo/X7488ZPVpZWVlFJweYhIKd30+lT/un7FlRUn02+euXOzf7NWPRvpt53/+daDXFkUAQABEYEjMs49NJow38D6PgHh/oEhnr42rhaWl5mzM1Lyc21MqbDbEVAgVKAUnBZD7ufmMafnwKi6DcAZEESEqnb6+rUJn6zJLy0VKAWXh4iiKP5z5mzJW/455brOL3D7+WMq550bNh0c2XZ70vGrOZkaUYTfQESGnHGUBEErSgEeXk8E1WsaVNdHdleR3crLyS4tyijKzyjKJwQESikQIISAM2GcB3v6vNf7+cYBweAMCCJCVTt/6+a4NatzigpFKoDLQ0RZo/lq7jzqJq45fXBcu56rT/1YZrOqnLcKCRvxVOd/XjyTmJkmixL8O/gLAI6cI/rI7jq/wAa+AeF+QQHunmV2a355aWLW7aziAquqWlU7AIhUoISAw1M50/kGLnh6cIi3HzgDgohQ1S6np4+Ji7n74IEoCODyENHDze3LefO4RN8/9OWYtt1T83OPpF4VqWBT1aaBdUe37f7jzYsn028K5H/B7+OIjHME1AiiVtKEePo2Dw5t5F/HU5bL7Labedm5ZcVpBffzykoooQKlBAAIIeCIFM6eCAr5oM+Lvm4e4AwIIkJVy8zPf23liqsZdyRRBJfHEb3d3f85b44N2PKf9zcJCH46ImrV8QOSIAKAwlh9H//RbbtfyEr/wWKm5H/BH0EAQERAxjkQEujupfMLDPMNCPcL8tC4ldoq75UUnrubWlBZXqnYbapKCREpJYSAw7AztXW9hh/0eVEWJXAGBBGhqimqOmLliiOXLrpJErg8jujv6bl11tsVqrLprMnO2NvdnvniUoLlQY5EBQBQOAvQeka37ZZdUrT3yjnGOSUE/gqOXOWcAMii5C7JYb4B+uDQBr4BbqL0oLw0JT/3flnxrQe5pbZKSqlAKAEghMBjZVPVruHN5vd+AZwEQUSoBuPXrP76zGmtRgMuj3EeFhi0bMp4Bfj288fyK8peadmpwm777sYFjSDCQ4xzD40c3aabwtm288dUzgRC4a9DAEDkiAy5QGldT5+G/kFh3gFhfoGSIJZYy9MK85Iyb5fbbRWKXWEqpVSkAoHHwM7UfhEtZ3R7BpwEQUSoBvN27dxy8EdJFMHlMc6jwnQzhr9ERbor6cSD8tLmwfVejOoQc+J7hasECDzEOJdEccRTnf21HhsSTOV2u0gp/D2Mc4acEiKLGi+NW6OAIH2d0LpeviIVskoK0gru55YWp+bnWlVFoFQgFAAIIfBIcM5fbtXptTZdwUkQRIRqsOnH7xfu2UMACCHg2lTGDE80Hzmwv5us2Z18sqiyghB4p9uzX18+l5qfSymFX3FEAHi1VaeG/kFrTh4stVeKVICqgICAwBEZ57Iohvr46/wCw3wD6nsHcOBFlRU37t+7nHPXxpRyu41xFCgVKYVqgwAE4A1Dn35NW4GTIIgI1eDny5dGxaxSGSOEgGtTGBvQus2Anp28tO7Giwn5FaUq5wOatQr19tt07ic3UYLfQESG/LnmrVvXa7jp3E/ZpUUSFaBKISDjyJCLhGolycfNo1lQSLOgkAB3TwKQWnA/s7ggs7jgTuEDlXORUkoIECBAoOogoEiFD/u+HFk3FJwEQUSoBnfu3+81991Ku50SAq7NrqovdenasUNLX637oZuXUwpyCZBAd89JHZ9ec+pgia2SEgK/gYgKZ32aRHUNf2JH0vHbBXmSIED1QEBE4MgZR0+N3MA3QOcXpPMNqOvlY1PVBxWlF+/dSS3Is6tKuWIDAIFQgVL42xBRlqTNg8cGuHuBkyCICNWgpKKi49tvFZWXU0LAtdlVZUK/AeHNdf7unhcy05Ky0imliDipQ++L2XdOpFs0ggj/CgFUprap32hg89b/czUp+d5tSRChmiGiihwRRSpoJU2gh1fzOqERAcE+bu4KU27k5eSWFacX5N0rLQQAgVIKBAgh8N/giPW8/eKeG+GhcQMnQRARqkFxRcULSxZdy8gQBQFcm01RZr04RBviVcfT53bB/Z/TrotUsDO1W3jzFnXrx589igQI/BsKY/rg0FdbdTp489KJdIskiAQeEfwFAEPOOfq7e4T5BIT5BTb0DfR39yxXbLmlxeczb2eXFlpVpVJRCAGRCpQQ+NNUzro0bDar+3OSIICTIIgI1cCuqu9s3fLPYz9rJAlcm9VuX/Laa4Vatb63f4m1ct+NZIkKHNFbdnuzy4C1pw8VVZYTQuDfUTgL8wkY377X2bsp+65fkASBAIFHiyMyzhFQI4juklzXyyeqbv2GvkEeGrnUbr1+Pyu/oizlQe6DilKBUIFSAgCEEPhPbEyd0L7nkBYdwHkQRITq8dnRo1M3bXCXZXBtlXZ77PgJ15S8xn51KKFfXjorCQIA2Jg6rl3PnJLCAxazRhDhdyic1fX0mdTx6Ss5GXsvnxOpQAiBxwEBAJEDco4AUMfTO8w3MMw3sKFvoIesKbVZM4ryz2emFVrLrYpiUxVKqEgpIQT+DztT3+v1fNfwJ8B5EESE6nHs8uWxa+IqrFZKKbiwSpt9/RtvHMm7GRUUGujpvTPpuEYQAYBx3iwwZGBkm5XHD1BC4PepnHnJ2tc79ckqLvzMfAoAKCHwuDHkjHMCRBZFD40c5hsYFVy/no+fm6jJKy+5mZf9oKL01oOcUptVpJQSSgAIIQDAEb00bnN7DWoZEgbOgyAiVI+cgoKRMSsvpqVpJAlcmF1RNkyd+vWdi63qhjUOqLP53E8aQQQABJAEYUaX/l9fPX89954kCPD7GOdaSTOmXQ+rYt9tPmlTVIFScAwIAIgckSEXKK3n5RfmF6DzDQzzCRAFscRWfisv15x9p8xuq1RsCmMcMTK4wQd9BvtpPcB5EESEajPhkzVfnT6l1WjAVSGiQOmayZONt5OaB9Z7sp5u3ZnDGkGEhxTOXohsKxCy9/I5SRDhP2KIAiHDnuzsp3XfmXS82FopUAqOh3HOkFNC3ETJS9Y2DqijD65fx8NbpEJmcX5aQd7dogfhAcEzu/0DnArBhwgh8BDnHBEFQYCqEPPN1yu+/opSSsBFcc49tdqY8RN3pyQ08qtj0DVdc/qgLIjwkMpZY//gYU8aVp343qYqhBD4jzgiJeS55k81C6y3PelYTmmRJIjgqBAQETgi49xNkhr4+If5Bur8AkO8fHW+gTq/QEIIOA+CiN9++60sy/379weAXbt2Wa3WCRMmwL8qKCgAAH9/f/grLqSmvPjhEruqEkLAJTHO6/j4LBs7dvv10/W8fPtEtIg7+aMsivAQAjDO3+76zI83L13LzRQohT+CiIzzPhEtujVqtjXxWFrBfY0ggsNDQMY54yhQ4uPmHvfca3W9fMCpEERctWrVzp07v/766yZNmixevLiiouKjjz4CgNLSUkqph4cH53zhwoUNGjQYMWKEm5sb/GnFFeXdZs28X1wsUAouSWVMV6fO4tGjtlw6EeDuNSiyTczx72VRhF+pjPVqEtk0sO66MyZZFOFPQEDGeWdd04H6NtvP/3wlN8tNlMBJMM7r+fitee41d40MToUg4tq1a1euXDlgwIDYhyoqKt577721a9eePHmSEDJ48OB27doNGzZMo9G8/PLLb7zxhiiK8OdYFWXS2k++P5+oEUVwSQpjzevXn/fa8E3JP3tJbq8+ZVh57IAsivArRPSS3ad17rshwfSgvFSgFP4cu6q2rt9wWKvOe8ynku+lS4IIzsCuqi9EtRvfoadAKDgVgohxcXGpqamCIDRr1qy4uNhut0dFRW3fvn3hwoW5ublLly5dsWLF5s2bdTrduHHj6tWrRwiBP23XkSNvbdms1WjAJdlVtV1ExPRXXtyQ+JNW0oxt22PF8f0CFQj8/zji2HY9LHn3jqZek0UJ/jSFqc2C6kW36bb/RvLJdIskCAQIODD8BeDcnoM6N2wGzoYgYmxsbE5OzhtvvDFjxozCwsLu3bsXFxefO3eua9euVqv11q1b8+fP37Nnj16vHz9+PPxFl9PTo+NWZT3IFwUBXI9NUXq2aDn6+Wc2nDviqZEndXx69ckfbapCCIFf2ZnasUGTzg2brj19iAMQ+AvsTA3zDRzdttu5u6mHb10mQH4BjkrlLNy/zoLeg4O9fMDZEESMjY3NzMxctWrV/v37R44cOXXqVETMzc398MMPAYBz7u/vP23atFatWk2aNAn+IpWx8WtW7zt31k2jAddjtdufadv+xf7d488d9ZTd3jD03ZhwpKCyTCAUfsUR3TWaGZ0HbDh7JL+ijBICf4XKWaC79+i23e4UPfjq8jkOIBACDsnO1D5Not7p/iw4IYKIy5cvz8jIWLt2LSLOmzdPFMUhQ4bMmDGjf//+Hh4eoaGhAwcOXL58+dGjR0eOHNm3b9/AwED4Kz47enTWjm0AQMDlVNrtQwydu3Vt8+mFk96ydlrnfjuTTmQVFwiUwm/YmfraU10qFeXLK2c1ggh/kcq5l+w2qk1Xm6J8mnzSxlSBUHAwCEAAZnZ/tlv4E+CECCLeunWrsrKyZcuWAPDgwYOMjIzWrVsnJyf/+OOPGo3m6aefbtWqVWFhodFoLCsri46ODgwMhL/iflFRzzmzC8vKKKXgYipttmHde+pbR3xzOdHbTTutc/8vL51Nyc8RqQC/wZCH+wW91KLjyhMHEJEQAn8RRy4J4qjWXT1lt/VnTFZVESkFR8IRfbXu658f4+OmBSdEEBGqmaKqb2+J//z4MVmSwMVY7fYxT/cJaRb6/Q2zl+z2Rqe+39+8eCX7riQI8BuIKFLhzS79DlouJWdnaAQB/jqOSAh5pWXHhn6Ba88cLrZWiFQAh2Fj6gv6NhM69BYoBSdEEBGq37dnzkxY94lIKSEEXIldVV9/5h8eDfwO3bzkLmkmdXz6ePqNpMzbGkGEf2Vn6nPNW3u7aT83nxapAP8VRGQcB0e1iwqpv/704byKUokK4AAQURSE93o937Z+I3BOBBGh+mXcv/9azKrrdzMkUQRXwhh7+4XBaoDmp5SrbpJmfLseSVnpZzJuaQQR/hXjLNQnYEy7HquO7beqCiEE/iuIqHDWJ6JFF12zXReOpxXkSYIAj5udsafq6eb3fsFDI4NzIoh49uzZgoKCAQMGQHWauW3rDtNhWZLAZSAAIL738isFWvVY2g2NIIxp1+NabuaJdItGEOH/UDh/q0v/k+mWpMzbAqXw30IAhakGXdP+TVt+censldxMjSDA44MAHHl0m+4vtewATosg4sqVK1NSUjZu3AjV6Ur67eeXLKm02wgh4BoQkRKy+LVR6Vhy5s5NkQojnuqcXph3NPW6LIrwf6icdQqLaFu/UdypH2RBgr/HzlhkcOgrLTsdvHXpZLpFI/y/9uADruf8Dxz46/0Z39HSQlJmgzIiFxpC9qazqUjWWWeV/CThODSIhIyUvU5kj66IKKlkJNKwqqNSfcdnvP7/8/jf4+H/uPP7GXHG9/lk4F8iIupJZeEDvYy1deGrRRAxJCQkNzc3IiICXlOr1fv3709JSbGwsBg/frwgCNu3b3/w4IGdnd2YMWNomt67d29KSsoPP/zg4eHx/PnzqKiokpKS7t279+3blxACbyGI4k8bNxy6fFnKsvB9QESGpldPmHCz8umNojxCYESrjs8qy8/nZksZBv4GEXWksplOvaKuXXz6qoymKPg4nCA0Nazj1a7TpUf3TuVksjRNgMBnpxb4Ac3bTunYjSIUfLUIIoaEhOTm5kZERAAAIoaGht68eXP48OHHjx/X09ObNm1afHx87dq1t27dOmrUqEaNGv38888zZ87U0tJycnKaP3++paWlra3tli1bfHx8Bg8eDG/3e1bWuLAQpVpNURR8BxBRJpGsnTrlwpN7t58/BoDBtu1eqRRn7mdJGRb+iSCKHvYuTypenrqXKWUY+Gi8KNTR0ZvaoXvWs8IDWSksRRNC4DMSRVFXJgtwG2JT1wy+ZgQRQ0JCcnNzIyIiAKC8vHzQoEHW1tYtW7bMycm5e/funj17srKyzp07l5CQ0LlzZ09Pz6lTp3bu3Hn69OlpaWkzZswYNWqUrq5ufHx827Ztly1bBm9XrVL5hK89cyNNykrgO4CI2jLZhhnTDt2/UfCylBfF/jZtOEE4dS9DyrDwT9SCYF+/UZemtuuTTwuiSAiBj8aLooFce0qHbnkvS/bdTAZCKELgc1ELfOemzee59GNoGr5mBBFDQkIePny4fv16ACgrK+vfv/+gQYNatmyJiLVr17579+6uXbumTZt25swZqVS6cuXKx48fr1y5sqioqHfv3jt37pw3b55UKqUoqkmTJhYWFvBfnUy77rNuHSISQuBbJyLqy7U2/DxjW0bSH9WveEHoZd1aSrNxt9MkDAP/BBFZmpnbqc+OtMQnFWUUIVATBFGUsexEh65ValXMjUucyFOEgk8PAWhClvYY2qpeA/jKEURcvXr16dOnp0+fjoiGhoZ79uyRyWT+/v5Pnz41MzNbv359SUlJQEDA7Nmza9WqFRAQkJeXx7LsTz/9NGPGjOjo6PHjx3ft2rWgoMDW1lYqlcJ/Va1UDV25PDU3l6Vp+NaJiIbaOut+nhaecpbjebUgdLNsYaJba8/NKwxFwVuoBH5Eq440Re26eVlKM1BDBBQlNDPKzlGLlcbcSKpQKRiKhk+MEwX7+o0Cu/3I0jR85Qginjx5cseOHRRFAYCtre3YsWPXrl17//79OnXqzJ07VyaTLV26VKVSNW7cmKbp4cOHh4SEPHv2zNHRce7cudeuXQsPD1cqlfb29jNnzqxVeuFC0AAAIABJREFUqxb8L/uTEmdsiqQpihAC3zQRsY5erVXTJoYkn2IpWsXzro2bNatjuj31d0IIvIWIWF/PYGxbl5CkeE4QCCFQQ0REABhs287CyGR7asLzqgqWouGTQUSGov27DnQwbwpfP4KI8E+qq6u1tLTgNUTkeZ5lWY7jWJYFAIVCIZfL4TVEVCqVcrkc3k1pRfnY4DWp9+9LWRa+aYIoNq1r4j9+zNorpyU0oxb4DuYWDuZNN127ICIS+GcIQBEyw6lnwoM714seSGgGag7+CXpYtejQwHJb6u+PXpZIaAY+DbXAOzeynufaT8aw8DeCIPA8T9M0wzDwQRBRrVazLEtRFHx6BBHhszt69crUjREAQOBbJoiiXeMmU4cPWn/1rIRmOEGwM23YzbLFhuQznCgSeCu1wPewbGmqZxBz4xJNUVCjEJAXhE6Nm/dt3mbb9YQ7xU+kDAM1DQElNLO0x1DbumbwN4WFhYsXL37+/DnLsgMGDBg1apRMJoP/X3FxsVQqrVWrFvxNXFycWq3u1KnT7NmzFy9ebGlpCZ8eQUT47Dien7Au7ERqqpRl4dvFC4KLje2Y/j0irp2X0AwvCs1qmw6wsV+ffEYlcAQIvIUgiia6+pPadw1JOlGlVhFCoKZxgmBfv9EIO8fYG5fSnzySMizUKLXA97Bs9bNLb4oQ+Jtbt26NHz9+7ty5oij++lqPHj0AoKKigmVZuVyuVqt9fX2dnZ379esnlUo5jlMoFNLXRFG8dOkSRVGNGzf29vYODQ1t3rw5fHoEEeHfkJab6xG85kXlK5qi4BvFCUK/dg79ujpGXr8goRleFBsZGo9s1TE8+YyCUxNC4O3UAj/NsUfm08JLj+4yFA2fgIrnbevW97Tv9Ft2akpBLk1TBAjUBEEUDeTagd3dLY1N4J/cunVr1qxZBw8e1NfX79Gjh7e3d58+fUJCQtLT0xmGGTduXN26dUeNGmVmZubp6enu7v7LL7/cunWLZdl58+YZGRktWbKkX79+rq6u3t7ewcHBzZs3h0+PIGJeXt7mzZurq6t//PFHFxcXeC0uLo4Q0r9//8ePH8fExDRp0mTYsGFJSUl6enqtW7eGj4aIS3bv2hB/XMKyBL5Nap4f6eLq1NFua2qChGYEUTStZeDVtlN48ukqtYoQAm/Hi2I7s8ZODa1Ckk5KGQY+DU4QGhoYj2/nevlRzpn7WQxFEULgo3GCMLx1h3HtXOEtsrOzR48ebWdn9+rVK11d3TVr1uzfvz8pKcnf3//OnTsRERHBwcErVqzo1KnT8OHDjYyMsrOzAWD37t3FxcUbNmyYO3euiYnJpEmTxo0bFxwc3Lx5c/j0CCLeuXMnOTm5vLx8//79mzdvbtWqVUxMzMaNG8PCwhwcHFavXm1lZZWRkeHs7Hz58mUfHx8TExOoCSXlZQOCgvKKnzMUBd8iNcdN7dO3cfOGe25eYWlaQNFYS3eiQ9f1V85UqpSEEHg7RJSzktkuvWNuXM57WcxQNHwanCDU1a3lae/y4I/ncbdviIgUIfAReFFsYlh7Ze+RulIZvEV2draPj8+AAQMOHTrk5+fn7u4+atSoFy9etG3btrq6uqioKCAgICwsbMCAAYMGDVKpVDt37kxOTn727BnDMMeOHVu2bBkA+Pj4jBs3Ljg4uHnz5vDpEUSE18rLywcNGrRkyZIGDRqMHTv2559/HjJkCAAEBQV16tQpKSmprKysW7duvXv3hhqCiLEXL8zfvo0if4JvjpJT+w8dLqunF3c7jaVoEVFPJp/aoVvE1XOvlApCCPxXvCiMsnP8o7rq5L2bEpqBT0YQRV2pfFw711cqRcyNSzwKNKHgg4iINEXmuPR1bdIc3u7WrVszZ87ctWtXYmLi1q1bo6OjAwMDDQ0NZ8+eLYoiIURHR2f8+PFDhw4dMmTIuXPnVq1atXXr1tTU1NjY2EOHDi1ZsoSmaR8fHw8Pj/DwcCsrK/j0CCICwJMnT+bNm8ey7ObNmzdu3Lhq1SonJyc9Pb2FCxeWlpYePHiQ4zgjI6MFCxZQFAU155VC4bNu7fmMm1KWhW+OUq3+xdPrpZxPeHCboWhElDLsdKeem1POVygVhBD4rziBb2FiPqC5feilE5woEviEBFGUsqxHW2c5I91y7YKCU9MUBe+PE/huli1+dulLEwJvl5mZOWnSpN27d5ubm48bN87MzKxz586rV68ePHgwIjZv3tzNzW3evHl5eXkeHh6iKEZERIwZMyYxMTE7O/vkyZNr1qyhKMrPz2/w4MGOjo7+/v4sy8InRhARAF68eLFr164LFy4sXbo0MjLy4cOHgYGBW7ZsoWk6MjKS5/kNGzbwPK9WqwcOHGhjYwM15/r9nNGrV71SKGiKgm+LQq1eO3HSbXXJzSf5NKEQgCIwy6nP1tSL5YpqQgj8VwhIEWpep76705MLykspQsGnJCJShIyxc6pXy2DdpVNVnIqhaHgfgigaaums6DXcXN8I/quKioqbN2/a29tra2sXFBQ8fPjQyckpNTX1/Pnzenp6PXv2tLa2fvr06b59+6RS6bBhw1JSUjIzM9u0aVNZWeno6FhWVoaINjY2N27cyMrKGjZsmFwuh0+MICL8ZezYsS1btiwtLTU0NPTz84uPj9+wYcPhw4fT09OPHz8uimKXLl1SUlIWLFjAMAzUnI0n4pfu3UMACCHwDVGoVJHTp58vzikse0ERAgCcIMxz7bc99fcyRRUhBP4XTuAH2NgbaelsvZ4gZVj4xBBRRBzcop1tXfPIq+dKql4xFAXvBhEpQn5y7NHTqhV8iwgi3rp1q6qqSiaTTZkyZcaMGTRN79u3LygoaOPGjYi4bNmyiIiIdu3aJSYmDhgwIC4uLiAgQCKRQM2pVChmbdn029UrMlYC3woE4Hk+Ytr0o4UZL6oqCSEAoOL5eZ367s+8+uRVGUUI/C8iYh1tvYntu4Qmnazm1IQQ+MQQkReF3tZ2HRpYRF2/WFj+gqVoeAdqge9h2fInxx4yhoVvEUHEc+fORUREqFQqV1fX6dOnUxS1bt26hIQEExOTwMDA4uLi/Pz8QYMGRUVF5ebm9u3b19XVFWpaUWnJ8F9X5j59ytI0fBMQkaWZsMmTD+bfKKuqIoQAgIrnZ7v0Ppebfbu4iCYU/C8IQACmdOh2vfDB5fz7UoaBTw8BOIF3bGjVy6rVgcyUrOdFEpqG/0oQhQYGxr/0HG6opQPfKIKIACAIAsdxMpkM/qJUKmUyGQAolUqJREJRFACoVCqpVAqfxtGrV2dt3qTk1DRFwddPFEU9La01Pj57cq+XK6oJIQCgFvifOna/+TT/Sn4uQ1HwDtQC37WpraWxydbrCeT/gs+EE4TW9Rq4t3Q4fif9WmEuQzME/pmIKKGZOZ36OjeygneWlJR04MABfX39SZMmmZqaHjp0KCcnx8vLS0tLKyEhoU+fPhKJBL4kBBHhi7HywP6QI4clLAtfP0EU6+rr/zrBe8ed5FcKBSEEANQCP+GHzkXlL87cz2IoGt6BgGgo157m2GPt5VOvlApCCHwunCA0Maw9rp1r0qN7p3MyWZoh8A84QRhr7zzazgneWW5uro+Pj7u7e3p6ulQqHT9+/PHjx1u3bv3kyRM9PT0dHZ1BgwYRQuBLQhARvhgvKyvHhYZcvnNbyrLwleMFoVHduku9PKOykqpUSkIIAHACP7qNc7VadSQ7laVpeDdqgZ/c3u3BH8/P5WazNA2fEScKZnoGE9u73XicdyQ7laVoQgi8QS3wLo2bzXXpI2Ml8M5u3bo1efLkjRs3pqWlJSQkeHt7JyQkODs779q1y9LScvr06VpaWvCFIYgIX5Jb+Y+814Y9ev6cZRj4mnGCYNuggf+YkZvSf1eoVYQQAOAEYXCLH+QMu/vmZZZm4N0Iomhb16y3devVifE0RRH4rHhR0JdpT+vY/cGL4r0ZVyjyJ3iNEwSr2vX8Og8w1dOH9+Tn57dr1y4DA4OwsDBHR8f169eXlJRUVlb6+PjY2dnBl4cgInxhLmVnT1gbWlZdzdA0fLXUHNehWbPpQ4dEpl5QCRwBAgC8KPS0alVPT3/b9d8lNAPvBgGlNPuzc+/9mVfvlz5jaBo+L0EUtSUyH4cuLxVVu25e5gWBpihBFPVkWku6u1vXrgfv6eHDh76+vh07drxx44alpaW/vz/LslevXj127JihoWH9+vXd3d1ZloUvCUFE+PL8diV59tYtCpWapij4Oqk4zq1Va48BvTalXhREkcCfeFFwbdzcuna9yJTzEpqBd8YJwtCW7TmRP5KdKqEZ+OwEFFmK9mjrImWY6LRLr1QKOcvOdOrVuakNvL+oqKgzZ87s37//3r17EyZMiI6ONjU1DQ4OLi8vb9euXV5enpubW7t27eBLQhARvjyiKG4+dTJo7x4AoAiBr5BSre7v0L5/d+ftqYnwF0EUHcyb2NdvvP7KWQnNwDvjBMG6dr1hrdqvSTrB8TwhBD47EZEi1GDbdub6hrE3Lvdp1vrHlu1pioL3d/jw4V9//XXDhg1paWn79u3bu3fvlStXXr58WV5ebmFhcffu3fbt2zs7O8OXhCAifJF4QVi+b2/kyRMU+RN8bRRq9VAnZ0cnuz3pyQxFw2uCKLY0Me/UuNm65NMSmoF3hoAAMNulT9zttJySZzRFwb8BEXlR7NfcbqBNOxPdWizNwAeprKxcu3btpUuXZDLZtGnTHB0dd+3aNXjw4MLCwj179piZmXl5eenq6sKXhCAifKkqFQq/6O17ExNlLAtfG4VKNca1q6Vd07jsVCnDwmsiihZGJr2sW4cmnZQyDLwPThB6WbduoG+08ep5GcPAv0Qt8L2tW09u303GsvBxFAqFVCqlKEoQBJ7npVIpAKhUKqlUCl8egojwBatUKCZtWH/mRpqUZeGrouK4Cd171LY0OXU3Q8qw8JqIaKZn4N7SYU3iCSnDwPsQEQ3l2lM6dl+ffKZcUUVRFHx2vCi4Nm4+07mXnJXAd4YgInzZisvKf47adDotTSqREPhqcIIwrW8/aX29czm3pAwDryGikZbO2LYuq34/LmUYeE8IOMnBLfNZwe8P70oZBj4jBOAFwbVJ8+mOPXSkMvj+EESEL155ddWcLVuOX79GUxQhBL4GgijOG+yuNmQuPLgtpRl4DRFrybV9HDoHJ55AAALvRy1wTg2t7c0aR149D58RAoii2LlJ8+lOveQsC98lgojwNSivqvpPTPS+pCSWpgkh8GVD+FPA8JElMnVS3l0JzcBriKgrk0/t0C08+UyVWkURAu9DRFFPqjXTqWd48ulypYIQAp8eIvKi2N2yxeQO3bQlUvheEUSEr4SS4wJidu5KuIgAFCHwBUNEmqKWeXg+EF5eLciV0Ay8hojaUtl0xx5R1xOKK8tpQsF7Ugm8dzvXF9WVR2+nsTQDn5iICAA9LFtO7tBNyjDwHSOICF+PapVq1aGDm0+dRESaouBLhYgswwT7+FwvL7z5OJ+laXgNEeWsZIZTr103L+e/LGUoCt6TgKKlkckg23arE49ThCLwCQko0oQa2rL9sNYdZAwL3zeCiPBV4QVhbdzRtXFH1RzH0DR8kRBRLpGET/vpVGF2TslThqLhNUSUMuwMp55HslPvlTxhKBreEyKyNPOzc6+4OzduPStiaRo+DV4UdSTS8e1ce1m3JoTAd48gInxtOEE4dPlS0J7dpRUVEoaBLw8iastkETNn7L93rajsBU1R8BoCsBQ1tWP3c7m3Mp4UsDQN708tCINt27E0fSAzhaVp+AQ4QTDS0pnp3MvBvClovEYQEb5Oabn3/xOzM/V+joRhCSHwJRER9bW01s+aHpWeWK6soggFryEATchEh65XC3OvFT6Q0Ay8P14QGhnW8WjrtCbxhIrnCCFQcxCAE3ibOmaTO7hZ164HGn8hiAhfraLS0pUH9h+8fIkQQlMUfDFEREMdnbUzp627elpAJPD/IAAB8P6hc+bTwsv59yQ0A+8PAURRnO3S51xuVubTQpqioIaIKCKAW1Nbj7YutXX0QOMNBBHha8bz/NazZ4MPHypXVLM0DV8GEdGklv6KqT4hySclNANvQERP+045pU8T8+5KaAY+CCcKnRs3s61rFp58RsqwUBN4UdCVysa0ce7brA1NUaDx/yOICF+/02lpy/btuV1QIJNICCHwbxNE0dLE1Ndr1LqrpyU0A28QRHFUG6ei8j8u5N6WMgx8EETUk2lNd+wRefVcSXUlTQh8BBGRFwULo7pe9p1+MG8KGv+EICJ8EwpKipfu2XMyLZUXBIam4V8liGLbJhaThw5cn3JGQjPwBl4UfmzZ/kXVq7O52VKGgQ+CAIjiuHauD1+UnMu9JaUZ+FC8KMgYiZuF7di2zrVkWqDxFgQR4Vuh4ri4lKvBRw4/ePqUoWmaouBfwgtClxatRvTtFnHtnIRm4A1qgR9o007BqU7nZEoZFj6UWuDbN7BwbGAVcfWMiEiAwHsSEXlRaKhvPK5dJ4cGFjShQOPtCCLCt6Xoj9LI+Pg9ib+/UigkDAP/Bo7nB7Tv0Ktzx83XL0hoBt6g4rk+zdoAwIm76VKGhQ+FiDKWnePSd/O1C8WVFRQh8D44QZCzkm6WtkNbdqijowca/wtBRPgWnbt5Y+3Royk5ORQhDE3D56Xm+TGduzj80GJ7WpKEpuENKp7radVaTyo/eOuahKbhI6gFfkwbJyXPH8xKkdAMvBteFAiQFnXN3Fu2b9+gKWi8G4KI8I2qUiojT53Yef7849JSCctShMDnouK4Gf0HmFnW35dxlaVpeIOK57tY2DTSN469cYmiKPgIIooN9I1HtnZckxgvokgIgf8KETlRMNc36tfMrre1nZRhQeOdEUSEb1rWo0fbzp6Jv37tZWUlQ9M0RcGnp1SrF40YRdeRx99JZyga3qAWeKdG1q1MzLdeT0AAAh8OAWhCzXLueSYn68aTRxKagbcQURREUU+q1cXCpn/ztma1DEHjPRFEhG8dAmTnP4o6ffrszRvPy8olDEMRAp+SUq3+ddz45xJl0sN7DEXBG9QC/4NZE+fGzSKvnOURCXwUtcD3sW5jqKW9+2YyQ1HwN4jIiYKBXLu9ucWgFu0aG9QGjQ9CEBG+G2m5ubsSLh6/lvKyspKhaZqi4NNQqNXrJk/JqH5y61kRTSh4AycILU3Me1m33nDljFrgCRD4CLwomNUymvBD5zWJ8QpOTQiBv/CiiChqS2SODS37WNs1r1sfND4CQUT4niBAdn7+1tOnzt5Mf/rypYRhKPInqFEKlWrTjBmnnt15Wl5GEQJv4EXBwsjkx5YO4cmnlRxHCIGPwwn8TOfeKQW5KYW5DEUjAKLICYJZLSM70wa9re0sjOoSQuCDIGJaWlpRUZGRkVGbNm10dHTg3Tx8+FClUjVv3hy+FQQR4bt0Izf3TPqN365eKSotVXEcTVEMTUNNQERBxIhpPx0pyHhZVUkIgTcIomhey3BMW+fw5DPVahUhBD4OLwodG1i2M2sSknSCpiiGouvr6Xe3bOlgbtHQwBg+As/zq1evPn78uLm5uUwmW7BggbW1Nbyb0NDQx48fr1mzBr4VBBHhO1ZRXZ2QlRl//fq1nHuFJSUMTdMURQiBj4CIUoYNnTz5QF5aWXUVIQTeIIhiXZ1a3g6dwy+frlKrCCHwcUREKcPOcuoVdydNm5U6N7Z2bGipLZHBRztx4kRgYODWrVttbW15nmcYhqKorKysBw8eWFlZ2djYlJeXl5WVPXnypKKiokOHDrVq1QKA7OzsvLy806dPy+XyVatWvXjxIiUlRSqVduzYUS6Xw1eLICJoAGQ9yruWk3PwUtLtwkKFWiUisDRNUxS8P0EUDbS11/j4xN6/VqGoJoTAG0REfbnW5PbdIq6cfaVSEELgg4go8qJIESJl2Eb6xlM7dNeVy+to69EUBTVk3rx5arV67dq18JfDhw9v377dysrq7t27vr6+giAsWbLkhx9+yM7ObtWq1cqVK0+fPr1mzRobG5srV664ubnNmjXLz89PKpVWVlbWr19/8eLFWlpa8HUiiAgaf6lWqbLyHx1JTs558jinqOjZy5eEEIamKUKAEALvRBDFegYGK7y9d9y+/EqpIITAG0REbVb6k2OPyJRzr5QKQgi8MwREBEEUEMBYS7eRQe1GBsadm9qY1zKSsSzUtAkTJlhYWPj5+cFrlZWVI0aM8PDwGDZsWERERGpqas+ePfe9dvXq1RUrVmzdunXKlCkjXlu1alV5eXnjxo3PnTsXGxtbWlo6cuTI5cuXOzo6wteJICJo/I1CrcrKe5RfUpJ8J/vyndvFZeUqjuN4nqb+HwJvxQtCE5N6Szw9orISq1RKQgi8ARFZmp7h1Cvq2sVyZTUhBN4OAUQURRFFRIaiWJoxkGu1NGlgZ9rQVM/A0tiEoSj4ZObMmcNx3Lp16+C1kpKSESNGrFq1yt7e/tSpU1u2bBk4cOC5c+d27tx548aNpUuXLlmy5Oeff46MjLS0tAwNDS0pKZHJZNXV1StXruQ4zt3d3dvbe+DAgfB1IogIGm/HC4JCpcp99vT8zZtZj/IKS0ufvXhZ+qqCFwSaomiKosif4P8ihMCfOJ5v1ajx/NHDN6cnKNRqQgi8AQFQFOe49t12PaFMUU0IgdcQABABAAEQ8P8SRJGmKGMt3bq6tQy1dMxqGbYxbdTEsLaMYWmKhk/v1KlTfn5+a9eu7dChQ05ODkVRixYtGjp06MiRI1esWFFYWOjm5nbo0KHdu3enpaUtWbIkPDzcx8fH29t7+PDhv/zyS2VlpbW1dXx8/N69ex89euTl5RUSEtKuXTv4OhFEBI13VlhaWvD8eXl11fOysrtFRXcKCx4VF1cplRzPc4IgiqIgikqO62RjO33EkA3Xz/MCT4DA/0PgT6jieb8uA7an/l5a+YoQIITQhKIpiqYomhCWZgzlOub6hta169XT1TeQa5vrG2tLpPDZqdXqkJCQvXv3mpqaKpXKRYsWqVSqtWvXGhsbl5aWrlix4unTpwcOHNi2bVt6evovv/wSExNz+PDhtWvXNmvW7MGDB927d58+ffr8+fMrKioqKyudnZ3nzp0rkUjg60QQETQ+CCJWKhQA8KLy1Z3CwrtFRS8qKsqqqyuqq2wbNHT9oc2BWynVnFoURUQAQIQ/UYQQIF7tOqUU5pZWVUpoWsawRlq6dXRrmdcyrKujpyOViYgSmpHQDHwBCgoKnj171rhxY2NjY0LI06dPCwsLLSwsDA0N+ddkMpkoimq1WiaTAUBBQUFxcXHTpk21tbUlEolarc7OztbS0rK2toavGUFE0Pg0KlVKFc/xKAICAgIAIlAUkdCMrlRGE4oQAhpfCYKIoKGh8b8QRAQNDY3/hSAiaGi8xYMHD7KysszNze3t7ZVKZXJysomJiY2NzePHjwkhpqam8N0giAgaGv8kKyvL39/fyMgoLy9vwYIF5eXleXl5VVVVXl5eBw8e7Nu3b4sWLeC7QRARNDT+SWxs7K5du+Lj4319fQkhurq6w4YNO378uEKhMDMz8/Lygu8JQUTQ+LIhIs/zoihKpVL4jPLz8ydOnGhqalpcXOzv7//06dPExESO43R0dBYsWGBoaAjfE4KIoPFlS0xMXLVqFUVRxsbG48aNc3Fxgb8pLi6WSqW1atWCmpOXlzd37tyq18LCwtq0aVNQUBAfH08IadasWdu2bfX19eG7QRARND4Iz/M0TRNCAIDneZqmCSEqlUqpVMpkMqlUCjUkJiZm27ZtixcvzsjI2L17d1hYWMeOHRUKBcdxOjo6FEWpVCo/Pz9nZ+d+/fpJpVKlUqlSqXR0dGiaho8QGBhYVlYWGhoaFhaWlpYWHR39+PHjiIgIADA2NtbW1p40aRJFUfB9IIgIGu+vrKxs+fLlo0ePtrOzKysrW7ZsmYeHB8/zS5curaysbNu27eLFi7W0tKAmxMbGnjhxYvfu3QAwe/ZsRBw/fnxwcHBJSUnDhg2XLVuWl5c3cuRIMzMzLy8vV1fXZcuWPXv2zNjYeNGiRU2aNIEPNXv2bEEQwsLCtm3bduzYsV27dkVHR2tpaRUUFHh5eW3cuHHx4sUymQy+DwQRQeP9lZSUjB492t/fv3PnziUlJWPGjJkzZ87evXsbN248duxYhUJhaWnJMAzUhNjY2OPHj8fExLAsGxkZefHixfDw8KKiIkEQFi1aNGrUqCFDhowZM6Zr164jRozQ0tK6d+8eRVErVqywt7f39fWFD5WYmOjn51e7du3nz5/7+vo2adLkwoULXl5eq1evVqvVzZs3HzduHEVR8H0giAga76+kpMTT09PX19fV1bWkpMTLy+vnn3/evXt37dq1ly9fzjAM1JzY2Njjx4/HxsYyDLN8+fL8/PyAgICNGzc+ffo0PT197Nixs2fP9vDwGDJkyKBBg16+fLl+/fq8vLw7d+506tTp119/hY9QWlqam5trbm5ev3794uJiiUSir6//8uXL58+fW1hYMAwD3w2CiKDx/kpKSjw9PX19fV1dXUtKSjw8PPz9/XV1dWfPni2Xy+fPn+/q6go1JDY2Nj4+fvfu3U+fPh0xYsS4cePy8vIqKysDAwP/85//NGzYcM6cOSNHjhw6dOiQIUPCwsLS09PDwsLWr19fVVW1cuVK0KgJBBFB4/2VlJR4enouWLDAxcWltLTUw8Nj7ty5Xbt2raysjIqK2rVrV1RUVOvWraEmxMbGLly40M3N7dGjRy1atFi2bNm6devu37/ftWvXqKiodu3aBQcH+/n5PXz40NPTMysrKz09fdCgQdHR0XXq1ImOjqZpGjQ+GkFE0Hh/ZWVlw4cPnzx58uDBgwsKCkaNGrV69eoOHToQQhCxZ8+eEyZMGDZsGNSEoqKiK1eu8Dxvbm7u4OAgkUhKS0sPHTrEcZyNjU1VVVWZNEzhAAAPO0lEQVSvXr1KS0v37dsnk8n69et34cKF0tJSOzu7srKy/v37sywLGh+NICJofJAVK1YcPHhw0KBB169fl0ql27Zt27t37927d6uqqh48eLBhwwYrKyvQ+FYQRASND1JdXX3y5MnMzMz69ev379+/Xr16qampp0+flkql/fv3t7a2Bo1vCEFE0NDQ+F8IIoLG14DjuOrqapZlZTIZRVGg8XkRRASNL97FixdDQ0MrKipMTEyCgoKsrKzgv6qqqqqoqKhXrx5o1BCCiKDxoRDx1atXLMvK5XL4S3V1NSJqa2sDwKtXr1iWlclk8BGys7O9vb09PDy6dOmiVCqbNm2qp6cHABUVFSzLyuVyeE2tViuVSj09PQCIiYm5fft2QECATCYjhHAcV11dra2tzTCMKIqEEKVSKQiCjo4OaLwbgoig8UGKioqWLl2ak5PDsuyPP/44fvx4hmHOnDmzYcMGNze3qVOnbt++/dixYxMnTiSEVFVVDRs2DD7IsmXL7t69GxsbC38pLy8PCwtLT09nGMbT09Pe3j44OFgUxTt37ri4uEycOHHq1KmZmZlDhgzx8/N78uTJr7/+Wl5ebmxs7OfnV1RUtGfPHo7jLCws5s+fT9M0aLwDgoig8f5UKtXMmTMBYNq0aQUFBUFBQYsWLXJzc/Py8nJzcxsxYkRJScnUqVPnz5/fsWPH1NRUROzUqRMAKBQKjuPkcjnLsgBQWVkJADo6OvB2EydObNiw4cKFC+Ev4eHhycnJ/v7+d+7ciYyMnDdv3tKlS5csWaKjozN//vzNmzcfO3YsKysrKCjI0NDwp59+atmy5cCBAzdt2sTzvIODQ0hIyMaNG5s1a6avrw8a74YgImi8v6ysrMmTJ2/fvt3KygoAli5dWlhY2KFDh8WLF7u4uCxatGj37t1RUVGenp7u7u7r1q3r06fPyJEjD7zG83yXLl0mTpwYGxt77NgxAHBzc/Px8ZHJZPBPpk6damRktHTpUnhNFMUxY8a8ePGibdu21dXVT548GT58eExMzJYtW2Qy2ahRo4KCglJTU2/fvh0aGnrv3r0RI0Y4ODgYGho+e/bM2NjYxsYmKSlp27ZtoPE+CCKCxvs7f/780qVLDx48aGxsDADR0dHHjh0LCAiYNWvWhAkTBg4cmJycHBQU9Ouvv9ra2vr5+Zmamg4bNszHx2fhwoXNmjXjOO7hw4fBwcGLFy8GAD8/v0WLFnXv3h3+yZYtW3bt2nX48GFDQ0P+tWnTptWpU2f27NmiKBJCnj9/Pn/+/KioKLlc7uHhERQUlJKScuvWrfXr1xcWFo4cOXLhwoUODg4cx2lpacXFxV24cGHz5s0Mw4DGOyOICBrv79KlS35+fvv37zc1NQWADRs2XL58ecOGDd7e3r6+vu3bt799+7avr+/WrVvr1KkTFBTEsmz9+vXPnj0bExMDr61YseLIkSNubm6CINy7d2/SpEl9+vSBf1JaWjplypSysrLOnTtnZGR4eXnJ5fJly5YNGTIEEW1tbU1NTSdPnhwbGyuXy4cPH75ixYoXL14EBgZ6enp27tz54MGD6enpAwcO/OOPP4YOHXrx4sWTJ09GR0czDAMa74wgImi8vydPngwfPnzWrFnu7u4qlcrT07Nly5azZs0aOXKkr6+vk5NTVlaWn5/fli1bTE1NFy9eLJPJrK2td+7cuX//folEAgChoaGXL19et26dRCLhed7AwEAqlcJblJSUHDt2rKCgoEWLFt26ddPX179y5cr58+f19PR69eplamp68+ZNe3t7mqavX79uY2Ojra199OjRO3fujBgxomHDhkeOHLl3756lpWWfPn0qKyufPXtmb29PCAGNd0YQETQ+yLZt2zZs2NC3b9+cnJwXL15s3bpVX1/f3d39P//5T6dOnTIyMmbPnr1z58769esvWLCAZdkZM2aMHz++adOm1tbWiOji4uLr6+vg4GBmZiaTyUaOHElRFGh8qQgigsYHEUXx/PnzV69erV27dp8+fRo0aMBx3LVr15o1a2ZkZFReXn7r1q22bdvK5fLbt28DgI2NTX5+/tGjR8vKyjp27Ni9e/f79+//9ttvgiB07tzZwcGBoijQ+FIRRAQNDY3/hSAiaHzZHjx4cOjQIaVSSdP04MGDDQ0Nd+zY0aRJk2HDhiUlJenp6bVu3Ro0PjGCiKDxZYuLi/vll19Gjx7Nsqybm1tcXJyFhUVGRoazs/Ply5d9fHxMTExA4xMjiAga76+qqmrv3r2pqalNmjTx9vY2NDRMSkq6cOFC//797ezs4uLinJ2djY2NoSb89ttvO3bsWLFiRcOGDbW0tIKCgjp16pSUlFRWVtatW7fevXuDxqdHEBE03l9mZuaWLVs6dOjw22+/NW7ceP78+WvWrHFzc7t69aq9vf3Dhw8nT57MMAzUhDNnzixZssTAwKCkpCQsLIxl2QMHDnAcZ2RktGDBAoqi4F9yr+RJcWUFRSh4g4iiTR0zI20d+LYQRASN94eIAEAIiYiIuHz58sqVK9evX//jjz9GR0fr6Oj89NNP5ubmUENevnz56tWrunXrzpo1CxEjIyM5jouIiOB5Xq1WDxw40MbGBv4NQecPn83JkrESeIOCU//Sa3inxs3gb8rLy48fP96tW7e6devCR3j8+PH+/furq6sbNmzYs2fP2rVrw3+FiABACAGAhISEo0ePDh061NHREd5w5syZly9fDh8+/I8//rh165azszNN0/AGgoig8aEqKyvHjRvXvXt3Hx+fmJiY7Ozs8vLyPn36DBgwAD6BsLCw9PT06Ojo5OTk+Ph4URS7dOmSkpKyYMEChmHgs1uZEHchN1vKsPAGJc8FdnN3amQFf5Ofn+/l5RUaGmpnZwcf4cKFC9OnT+/Xr19ubm5FRcWOHTvq168Pb1FcXBwdHT158mRdXd38/Pzp06ePGjWqS5cudevWhTesXr26sLBw3bp19+/f3717t5+fn1QqhTcQRASND7V169YjR47ExMQYGBgAQEFBwZYtW4yMjCQSyahRo/T19aEmPHz4MCcnp0GDBvPnz+/ateukSZPCwsJ++OGHxMTEAQMGxMXFBQQESCQS+OxWJsRdyM2WMiy8Qclzgd3cnRpZwd/k5+d7e3sHBwe3bt0aXrt69erBgwdlMpmXl5eFhcWZM2dOnTolk8lGjx5ta2t7/fr1J0+e3Lhxg6bpCRMmmJqawmvnzp0LDw8/cuSIWq3u2bPnvHnzOnfuvHnz5kePHrm6urq7u9+9ezcjI6OwsFBXV5cQsnLlyjFjxgwYMODo0aOHDh1auHDhiBEjSkpKtm/f/vz5816vhYaGPn78eMWKFbt27aIoysPDo7y8fOvWrY8ePXJ1dR00aBBBRND4IDk5OT4+PoGBgV26dAEAURS3bdt29+5dS0tLiqIMDQ3d3d2hJty8eXPVqlVlZWWtW7f29/fPycnJz88fNGhQVFRUbm5u3759XV1d4d+wMiHuQm62lGHhDUqeC+zm7tTICv4mPz/f29s7ODi4devWAJCWlubr6+vh4fH8+fNLly5FRkampKRUV1ffvXv31q1be/fu/fXXXxMSEqZMmbJ//35ra+ulS5fCa+fPn1+5cuW6devy8vICAwNDQ0MPHz6sUCh69eoVGRnp7e2NiP7+/jNmzHBycsrNzV2+fPnkyZO7dOly8ODBAwcOLFmyxNXVdcaMGfXr17e3t9+4cWNAQEBWVtajR49WrVq1evXq8+fPHzlyZOHChWq1ulevXpGRkWPGjCGICBrvr6qqatKkSQ8fPpw7d65cLndycrp///7vv/9et25dtVrNsiwhZPTo0VBDEFGpVMrlcgBQKpUSiYSiKABQqVRSqRT+JSsT4i7kZksZFt6g5LnAbu5Ojazgb/Lz8729vYODg1u3bg0Aq1evfvjw4caNGxUKxZAhQ+bOnduqVavdu3dnZmZmZGScOHFi8+bNoigGBATExMScP39+27ZtFEUBwO+//z569GgzMzOapkeNGuXm5jZ16tSIiIhmzZqtX7/+9u3bHTt2jI+P37NnDyEkKyvL399/+/btxsbGCQkJ69evP3jwYHp6+pw5c2JiYurXr79o0SIAqFOnzqNHj4KDgy9fvhwaGrp48eKZM2dGREQ0a9YsPDw8IyODICJovL+cnJyVK1cqFApCiJaWlq+vb2ZmZvPmzQ0MDDZt2sQwjIeHR4MGDeCbtjIh7kJutpRh4Q1Kngvs5u7UyAr+Jj8/f8KECWFhYba2tgDwyy+//PHHH8HBwSqV6scffxw6dOipU6fs7OysrKzWrVsXGxu7fft2juMCAwNjY2PPnz8fFRVF0zQAnDt3bs2aNRs2bDAxMdHW1r579+7UqVO3bdvWqFGjTZs2paamuri4JCYmRkZGMgyTkZHh7++/bdu2unXrnjt3LiIiYt++fTdu3AgICIiJialTp05QUFB1dXW9evWKiopWr16dmJi4bt06f3//efPmbd26tVGjRps2bUpOTiaICBo1QaFQyOVyAOB5nhBC0zR865aeP3L2fpaMYeENCp77pecwl8bN4G/y8/Pd3d1Hjx5tYWFB03RJScmePXvCwsJycnLCw8NnzZoVEhISGhqan5+/cOHCuLi4HTt2cBy3fPny7du3nz17NiYmhqZpADh9+vSaNWv2799vYGAAABUVFRMmTHB1dR04cODMmTO7d++uq6t74sSJ6OhohmFycnLGjx8fFBTk4OBw6dKl8PDwQ4cOVVZWjh071tPT097efvr06RMnTiwrKzt69OjOnTvT09NXrVq1Y8eOGTNmuLi4DBw4cObMma6urgQRQUPjgxzJTr31rJClaXiDWhCGtWrfrLYp/M2LFy8CAwOLi4sJIQzDzJw5MzMz8/jx4yzL+vj4uLm5hYeHX7x4sWnTpjzPu7u7l5aWchw3bNiwxMTErKysKVOmUBQFAJmZmfHx8dOnT9fR0YHXsrKyQkNDX7582bZt2zlz5qSnp2dkZEyaNImmaZ7nN23aFB8f379/f0dHx7Nnz86YMUMikVy+fHnjxo1VVVUuLi4zZ8589uxZQEDAoEGDrKysfvvtt3nz5t2+fTskJOTly5dt27adOXMmQUTQ0Pj3KJVKlmVpmobXlEqlTCYDALVaLZFI4H1UV1draWnBP1EoFBKJhKZpeIMoimq1WiaTwV84jmNZFt5QXV2tpaUFAP8HNNPqxahaLAsAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.999817430973053
},
{
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},
{
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{
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{
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},
{
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},
{
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},
{
"class_name": "engineering_drawing",
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},
{
"class_name": "icon",
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},
{
"class_name": "geographical_map",
"confidence": 1.5944475535434322e-06
},
{
"class_name": "scatter_plot",
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},
{
"class_name": "full_page_image",
"confidence": 8.690623189977487e-07
},
{
"class_name": "screenshot_from_manual",
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},
{
"class_name": "page_thumbnail",
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},
{
"class_name": "logo",
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},
{
"class_name": "screenshot_from_computer",
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},
{
"class_name": "music",
"confidence": 1.4009577853357769e-07
},
{
"class_name": "chemistry_structure",
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},
{
"class_name": "photograph",
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},
{
"class_name": "topographical_map",
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},
{
"class_name": "signature",
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},
{
"class_name": "stamp",
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},
{
"class_name": "crossword_puzzle",
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},
{
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},
{
"class_name": "bar_code",
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},
{
"class_name": "qr_code",
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}
]
}
]
},
{
"self_ref": "#/pictures/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n$19.7B\ninvestment portfolio\n\n<::Two pie charts side-by-side.\n\nThe first pie chart, labeled \"Loan Portfolio\" by its legend, shows asset allocation by type:\n- Industrial: 23%\n- Multifamily: 22%\n- US Office: 17%\n- Non-US Office: 6%\n- Hospitality: 9%\n- Retail: 3%\n- Self-Storage: 3%\n- Life Sciences / Studio: 1%\n- Other Loans: 3%\n- Bank Loan Portfolios: 3%\n- Net Lease: 3%\n- Owned Real Estate: 7%\n\nThe second pie chart shows asset allocation by geography:\n- US: 58%\n- UK: 18%\n- Other Europe: 15%\n- Australia: 6%\n- Other: 3%\n: chart::>"
},
"classification": {
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{
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{
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{
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},
{
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"class_name": "calendar"
},
{
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},
{
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},
{
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},
{
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"class_name": "full_page_image"
},
{
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{
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},
{
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},
{
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},
{
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"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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},
{
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"class_name": "logo"
},
{
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"class_name": "chemistry_structure"
},
{
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},
{
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},
{
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},
{
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},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9987290501594543
},
{
"class_name": "bar_chart",
"confidence": 0.000510030600707978
},
{
"class_name": "table",
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},
{
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},
{
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"confidence": 6.813571962993592e-05
},
{
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"confidence": 3.9091359212761745e-05
},
{
"class_name": "flow_chart",
"confidence": 3.432833182159811e-05
},
{
"class_name": "geographical_map",
"confidence": 2.2699206965626217e-05
},
{
"class_name": "full_page_image",
"confidence": 2.087231769110076e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.8096488929586485e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.1855727279908024e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.318262305489043e-06
},
{
"class_name": "page_thumbnail",
"confidence": 4.951255050400505e-06
},
{
"class_name": "icon",
"confidence": 3.0398500712180976e-06
},
{
"class_name": "music",
"confidence": 1.4884933534631273e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.2758572438542615e-06
},
{
"class_name": "logo",
"confidence": 1.1007915645677713e-06
},
{
"class_name": "chemistry_structure",
"confidence": 7.489869631172041e-07
},
{
"class_name": "topographical_map",
"confidence": 6.32550552381872e-07
},
{
"class_name": "photograph",
"confidence": 4.922354150949104e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 1.4821904414930032e-07
},
{
"class_name": "signature",
"confidence": 1.4288465877143608e-07
},
{
"class_name": "bar_code",
"confidence": 1.1021534618294027e-07
},
{
"class_name": "box_plot",
"confidence": 9.799316558201099e-08
},
{
"class_name": "stamp",
"confidence": 8.265492823511522e-08
},
{
"class_name": "qr_code",
"confidence": 5.488243814966154e-08
}
]
}
]
},
{
"self_ref": "#/pictures/6",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nGeographic Footprint(1)\n<::map\n: US states:\nWA: 3%\nNV: 2%\nCA: 9%\nAZ: 2%\nHI: 2%\nCO: 2%\nTX: 4%\nIL: 3%\nGA: 2%\nFL: 6%\nVA: 3%\nNY: 7%\nMA: 1%\nCAN: 2%\nEuropean countries:\nUK: 21%\nIE: 7%\nNL: 2%\nFR: 1%\nES: 3%\nDEU: 2%\nSE: 3%\nAustralia:\nAU: 7%\n::>\nCollateral Diversification(m)(n)\n<::pie chart\n: Top pie chart - Overall Collateral Diversification:\nMultifamily: 26%\nIndustrial: 25%\nUS Office: 19%\nNon-US Office: 7%\nHospitality: 10%\nRetail: 4%\nSelf-Storage: 3%\nLife Sciences / Studio: 2%\nOther Property: 4%\nCombined label: 51% Multifamily or Industrial\n\nBottom pie chart - 48% International:\nUK: 21%\nOther Europe: 18%\nAustralia: 7%\nCanada: 2%\n\nBottom pie chart - Other categories (presumably US regions, grouped with International chart):\nSunbelt: 23%\nWest: 11%\nNortheast: 11%\nMidwest: 4%\nNorthwest: 3%\n::>"
},
"classification": {
"predictions": [
{
"confidence": 0.9970241189002991,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
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"class_name": "bar_chart"
},
{
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"class_name": "pie_chart"
},
{
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"class_name": "engineering_drawing"
},
{
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"class_name": "line_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
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"class_name": "topographical_map"
},
{
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"class_name": "chemistry_structure"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 6.850354839116335e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.149619730422273e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.794961180072278e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.929854549118318e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.8204369553131983e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.2468143722799141e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.960899332218105e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.522820179568953e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.8329395718174055e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.42025930674572e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.8951213860418648e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.3647015748574631e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.0827434380189516e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 6.198714572747122e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 5.580617425948731e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.856722561427887e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "cmsgv3ljo00hlb501uvjr7och",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "7dea3159-0a97-4b5d-8092-0fbea112018f",
"quber__read_by": [
{
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"
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