Filed Pursuant to Rule 424(b)(3)
                                           Registration Statement No. 333-112367

   Pricing Supplement to the Prospectus Supplement No. 440 dated October 20,
                                2004 -- No. 471

                              -------------------

(GOLDMAN SACHS LOGO)
                         THE GOLDMAN SACHS GROUP, INC.
                          Medium-Term Notes, Series B
                              -------------------

                                 $70,000,000.00

            2.00% Exchangeable Basket-Linked Notes due February 2012
        (Exchangeable for a Basket of Three Common Stocks and Two ADSs)
                              -------------------

     This pricing supplement and the accompanying prospectus supplement no. 440,
relating to the exchangeable basket-linked notes, should be read together.
Because the exchangeable basket-linked notes are part of a series of our debt
securities called Medium-Term Notes, Series B, this pricing supplement and the
accompanying prospectus supplement no. 440 should also be read with the
accompanying prospectus dated February 6, 2004, as supplemented by the
accompanying prospectus supplement dated February 6, 2004. Terms used here have
the meanings given them in the accompanying prospectus supplement no. 440,
unless the context requires otherwise.

     The exchangeable basket-linked notes offered by this pricing supplement,
which we call the "offered notes", have the terms described in the accompanying
prospectus supplement no. 440, as supplemented or modified by the following:

ISSUER:  The Goldman Sachs Group, Inc.

FACE AMOUNT:  $70,000,000.00 in the aggregate for all the offered notes

ORIGINAL ISSUE PRICE:  100% of the face amount

NET PROCEEDS TO ISSUER:  99.60% of the face amount

TRADE DATE:  January 26, 2005

SETTLEMENT DATE (ORIGINAL ISSUE DATE):  February 2, 2005

STATED MATURITY DATE:  February 2, 2012, unless extended for up to six business
    days

INTEREST RATE (COUPON):  2.00% per year

INTEREST PAYMENT DATES:  August 2 and February 2 of each year, commencing on
    August 2, 2005

BASKET STOCKS AND BASKET STOCK ISSUERS:  common stock of Amgen Inc. (AMGN), Eli
    Lilly and Company (LLY) and Schering-Plough Corporation (SGP) and the
    American Depositary Shares (ADSs) of Sanofi-Aventis (SNY) and
    GlaxoSmithKline plc (GSK), with each basket stock having a relative weight
    on the trade date of 20%

PRINCIPAL AMOUNT:  on the stated maturity date, we will pay the holder of an
    offered note cash equal to 100% of the outstanding face amount of the note,
    unless the holder exercises the exchange right, we exercise the call right
    or an automatic exchange occurs

EXCHANGE RATE:  8.8106. Upon any voluntary or automatic exchange, we may, in our
    sole discretion, elect to pay the cash value of the basket stocks we would
    otherwise be obligated to deliver, as described in the accompanying
    prospectus supplement no. 440

EARLIEST CALL DATE; REDEMPTION PRICE:  we may, in our sole discretion, redeem
    the offered notes at any time after February 2, 2008, at a redemption price
    equal to 100% of the outstanding face amount; provided, however, that the
    holder will be entitled to the benefit, if any, of an automatic exchange. If
    we call the offered notes, we will give notice to the holders not less than
    5 nor more than 15 business days before the call date

REFERENCE BASKET LEVEL (AS DETERMINED ON THE TRADE DATE):  $100.00

DENOMINATIONS:  face amount of $1,000, and integral multiples thereof

CUSIP NO.:  38143UBA8

     Your investment in the notes involves certain risks. In particular,
assuming no changes in market conditions or any other relevant factors, the
value of your note on the date of this pricing supplement (as determined by
reference to pricing models used by Goldman, Sachs & Co.) is significantly less
than the original issue price. We encourage you to read "Additional Risk Factors
Specific to Your Note" beginning on page S-2 of this pricing supplement and on
page S-3 of the accompanying prospectus supplement no. 440 so that you may
better understand those risks.
                              -------------------

     NEITHER THE SECURITIES AND EXCHANGE COMMISSION NOR ANY OTHER REGULATORY
BODY HAS APPROVED OR DISAPPROVED OF THESE SECURITIES OR PASSED UPON THE ACCURACY
OR ADEQUACY OF THIS PRICING SUPPLEMENT. ANY REPRESENTATION TO THE CONTRARY IS A
CRIMINAL OFFENSE.
                              -------------------

     Goldman Sachs may use this pricing supplement in the initial sale of the
offered notes. In addition, Goldman, Sachs & Co. or any other affiliate of
Goldman Sachs may use this pricing supplement in a market-making transaction in
an offered note after its initial sale. UNLESS GOLDMAN SACHS OR ITS AGENT
INFORMS THE PURCHASER OTHERWISE IN THE CONFIRMATION OF SALE, THIS PRICING
SUPPLEMENT IS BEING USED IN A MARKET-MAKING TRANSACTION.

                              -------------------

                              GOLDMAN, SACHS & CO.
                              -------------------

                   Pricing Supplement dated January 26, 2005.


EXPIRATION OF EXCHANGE RIGHT:        If a holder wishes to exercise the exchange
                                     right, the required deliveries described in
                                     the accompanying prospectus supplement no.
                                     440 under "General Terms of the
                                     Exchangeable Basket-Linked
                                     Notes -- Holder's Exchange
                                     Right -- Exercise Requirements" must be
                                     made no later than 11:00 A.M., New York
                                     City time, on the last day before the
                                     determination date that qualifies as both a
                                     business day and a trading day or any call
                                     notice date, whichever is earlier.

NO LISTING:                          The offered notes will not be listed on any
                                     securities exchange or interdealer market
                                     quotation system.

DETERMINATION DATE:                  The fifth trading day prior to February 2,
                                     2012 unless extended for up to five
                                     business days.

GLAXOSMITHKLINE ADSs:                Each GlaxoSmithKline ADS currently
                                     represents two GlaxoSmithKline ordinary
                                     shares. The GlaxoSmithKline ADSs are issued
                                     pursuant to the deposit agreement between
                                     GlaxoSmithKline plc and The Bank of New
                                     York, as ADS depositary. You may obtain
                                     additional information about the terms of
                                     this agreement from the periodic
                                     information submitted by GlaxoSmithKline
                                     plc to the SEC, as described below.

SANOFI-AVENTIS ADSs:                 Each Sanofi-Aventis ADS currently
                                     represents one-half of one Sanofi-Aventis
                                     ordinary share. The Sanofi-Aventis ADSs are
                                     issued pursuant to the deposit agreement
                                     between Sanofi-Aventis and The Bank of New
                                     York, as ADS depositary. You may obtain
                                     additional information about the terms of
                                     this agreement from the periodic
                                     information submitted by Sanofi-Aventis to
                                     the SEC, as described below.

ADDITIONAL RISK FACTORS SPECIFIC
TO YOUR NOTE:                        ASSUMING NO CHANGES IN MARKET CONDITIONS OR
                                     ANY OTHER RELEVANT FACTORS, THE VALUE OF
                                     YOUR NOTE ON THE DATE OF THIS PRICING
                                     SUPPLEMENT (AS DETERMINED BY REFERENCE TO
                                     PRICING MODELS USED BY GOLDMAN, SACHS &
                                     CO.) IS SIGNIFICANTLY LESS THAN THE
                                     ORIGINAL ISSUE PRICE

                                     The value or quoted price of your note at
                                     any time, however, will reflect many
                                     factors and cannot be predicted. If
                                     Goldman, Sachs & Co. makes a market in the
                                     offered notes, the price quoted by Goldman,
                                     Sachs & Co. would reflect any changes in
                                     market conditions and other relevant
                                     factors, and the quoted price could be
                                     higher or lower than the original issue
                                     price, and may be higher or lower than the
                                     value of your note as determined by
                                     reference to pricing models used by
                                     Goldman, Sachs & Co.

                                     If at any time a third party dealer quotes
                                     a price to purchase your note or otherwise
                                     values your note,

                                       S-2


                                     that price may be significantly different
                                     (higher or lower) than any price quoted by
                                     Goldman, Sachs & Co. You should read
                                     "Additional Risk Factors Specific to Your
                                     Note -- The Market Price of Your Note May
                                     Be Influenced by Many Unpredictable
                                     Factors" in the accompanying prospectus
                                     supplement no. 440.

                                     Furthermore, if you sell your note, you
                                     will likely be charged a commission for
                                     secondary market transactions, or the price
                                     will likely reflect a dealer discount.

                                     There is no assurance that Goldman, Sachs &
                                     Co. or any other party will be willing to
                                     purchase your note; and, in this regard,
                                     Goldman, Sachs & Co. is not obligated to
                                     make a market in the notes. See "Additional
                                     Risk Factors Specific to Your Note -- Your
                                     Note May Not Have an Active Trading Market"
                                     in the accompanying prospectus supplement
                                     no. 440.

                                     THERE ARE IMPORTANT DIFFERENCES BETWEEN THE
                                     RIGHTS OF HOLDERS OF ADSs AND THE RIGHTS OF
                                     HOLDERS OF THE ORDINARY SHARES THE ADSs
                                     REPRESENT

                                     Because your note is linked in part to the
                                     value of ADSs of GlaxoSmithKline and
                                     Sanofi-Aventis, and not to the ordinary
                                     shares of those companies, you should be
                                     aware of the differences between ADSs and
                                     ordinary shares. ADSs are securities that
                                     represent a specified number of underlying
                                     ordinary shares of a non-U.S. company. The
                                     ADSs included in the basket are issued
                                     under a deposit agreement between the
                                     relevant basket stock issuer and the
                                     relevant ADS depositary. In each case, the
                                     ADS deposit agreement sets forth the rights
                                     and responsibilities of the ADS depositary,
                                     the basket stock issuer and the ADS
                                     holders, which may be different from the
                                     rights of holders of ordinary shares of
                                     that basket stock issuer. For example, a
                                     basket stock issuer may make distributions
                                     in respect of its ordinary shares that are
                                     not passed on to holders of its ADSs. In
                                     addition, the calculation agent will not be
                                     required to make anti-dilution adjustments
                                     for every corporate event that may affect
                                     the ordinary shares that the ADSs
                                     represent.

                                     GLAXOSMITHKLINE ADSs AND SANOFI-AVENTIS
                                     ADSs MAY TRADE DIFFERENTLY FROM
                                     GLAXOSMITHKLINE ORDINARY SHARES AND
                                     SANOFI-AVENTIS ORDINARY SHARES,
                                     RESPECTIVELY.

                                     The basket includes ADSs representing
                                     ordinary shares of non-U.S. companies.
                                     These ordinary shares

                                       S-3


                                     are not quoted and traded in U.S. dollars.
                                     You should be aware that an investment in
                                     securities linked to the value of such ADSs
                                     involves particular risks. For example,
                                     fluctuations in the exchange rate between
                                     the British pound and the U.S. dollar may
                                     affect the U.S. dollar equivalent of the
                                     British pound price of GlaxoSmithKline
                                     ordinary shares and may, in turn, affect
                                     the U.S. dollar market price of the
                                     GlaxoSmithKline ADSs and therefore may also
                                     affect the market value of your note.
                                     Similar considerations apply to the
                                     euro-dollar exchange rate with respect to
                                     the Sanofi-Aventis ADSs, which represent
                                     ordinary shares that trade on the Premier
                                     Marche of Euronext Paris S.A.

                                     The exchange rate between the euro or the
                                     British pound, on the one hand, and the
                                     U.S. dollar, on the other hand, may
                                     fluctuate over time due to the interaction
                                     of many factors directly or indirectly
                                     affecting economic and political conditions
                                     in Europe as a whole and the United States,
                                     including economic and political
                                     developments in other countries. For more
                                     information on currency related risks,
                                     please see "Considerations Relating to
                                     Securities Denominated or Payable in or
                                     Linked to a Non-U.S. Dollar Currency" in
                                     the accompanying prospectus dated February
                                     6, 2004.

                                     While the ADSs of GlaxoSmithKline and
                                     Sanofi-Aventis are listed and traded in the
                                     United States, the ordinary shares of those
                                     companies are quoted and traded on foreign
                                     securities markets, which may have less
                                     liquidity and greater volatility than U.S.
                                     and market developments may affect foreign
                                     markets differently from U.S or other
                                     securities markets. Also, there may be less
                                     publicly available information about
                                     foreign companies, including those that
                                     file periodic reports with the U.S.
                                     Securities and Exchange Commission, than
                                     about those U.S. companies that are subject
                                     to the reporting requirements of the U.S.
                                     Securities and Exchange Commission. Foreign
                                     companies are subject to accounting,
                                     auditing and financial reporting standards
                                     and requirements that differ from those
                                     applicable to U.S. reporting companies.

                                     YOU WILL NOT HAVE ANY SHAREHOLDER RIGHTS
                                     AND MAY HAVE NO RIGHTS TO RECEIVE ADSs OR
                                     THE ORDINARY SHARES THEY REPRESENT.

                                     Investing in your note will not make you a
                                     holder of the ADSs or ordinary shares of
                                     either GlaxoSmithKline or Sanofi-Aventis.
                                     Neither you nor any other holder or owner
                                     of your note will have any voting rights,
                                     any right to receive dividends or other
                                     distribu-

                                       S-4


                                     tions or any other rights with respect to
                                     the ADSs and ordinary shares of either
                                     GlaxoSmithKline or Sanofi-Aventis. For more
                                     information on shareholder rights, please
                                     see "Additional Risk Factors Specific to
                                     Your Note -- You Will Note Have Any
                                     Shareholder Rights and May Note Have Any
                                     Rights to Receive Stock" in the
                                     accompanying prospectus dated February 6,
                                     2004.

INITIAL BASKET STOCK PRICE:          The initial stock price for each of the
                                     basket stocks is as follows:

<Table>
                                                               
                               1.  Amgen Inc.                     $63.564 per share
                               2.  GlaxoSmithKline plc.           $45.130 per ADS
                               3.  Eli Lilly and Company          $55.725 per share
                               4.  Schering-Plough Corporation    $19.882 per share
                               5.  Sanofi-Aventis                 $37.855 per ADS
</Table>

BASKET STOCK CLOSING PRICE:          The closing price of one share of the
                                     relevant basket stock on any trading day.

REFERENCE AMOUNT:                    The initial reference amount for each of
                                     the basket stocks is as follows:

<Table>
                                                               
                               1.  Amgen Inc.                     0.3146 shares
                               2.  GlaxoSmithKline plc            0.4432 ADSs
                               3.  Eli Lilly and Company          0.3589 shares
                               4.  Schering-Plough Corporation    1.0059 shares
                               5.  Sanofi-Aventis                 0.5283 ADSs
</Table>

                                     The reference amount for each basket stock
                                     is subject to anti-dilution adjustment,
                                     both as to the amount and type of property
                                     comprising the reference amount, as
                                     described in the accompanying prospectus
                                     supplement no. 440 for basket stocks that
                                     are common stocks, and as further described
                                     below for basket stocks that are ADSs.

CLOSING LEVEL OF THE BASKET:         The closing level of the basket on any
                                     trading day will equal the sum of the
                                     products of each basket stock's closing
                                     price on that day times that basket stock's
                                     reference amount. The closing level of the
                                     basket on the trade date was $99.80.

                                     For the avoidance of doubt, "primary
                                     market" or "principal stock exchange," as
                                     used under "Market disruption event" on p.
                                     S-25 and "Closing Price" on p. S-24 of the
                                     prospectus supplement no. 440, means the
                                     New York Stock Exchange, or other U.S.
                                     stock exchange on which the ADSs are
                                     listed, regardless of the primary market of
                                     the ordinary shares represented by such
                                     ADSs.

HYPOTHETICAL RETURNS TABLE:          In the table below, we compare the total
                                     pretax return on owning the basket stocks
                                     (having the same relative weightings as
                                     they do in the basket) to the total pretax
                                     return on owning your note, in each case

                                       S-5


                                     during the period from the trade date to
                                     the stated maturity date. The information
                                     in the table is based on hypothetical
                                     market values for the basket stocks and
                                     your note at the end of this period, and on
                                     the key terms and assumptions stated in the
                                     box below. In the paragraphs following the
                                     table, we explain how we have calculated
                                     these hypothetical returns.

                                     The basket stocks have been highly volatile
                                     in the past and their performance cannot be
                                     predicted for any future period. The actual
                                     performance of the basket stocks over the
                                     life of the offered notes, as well as the
                                     amount payable at maturity, may bear little
                                     relation to the historical trading prices
                                     of the basket stocks shown above or to the
                                     hypothetical return examples shown below.

                                              KEY TERMS AND ASSUMPTIONS

<Table>
                                                                                      
                               Original issue price, expressed as a percentage of the
                                 face amount.........................................    100%
                               Exchange rate.........................................    8.8106
                               Reference basket level (as determined on the trade
                                 date)...............................................    $100.00
                               Premium (as a percentage of the reference basket
                                 level)..............................................    13.50%
                               Annual basket stock dividend yield, expressed as a
                                 percentage of the reference amounts of the basket
                                 stocks (assumed)....................................    1.75%
                               Automatic exchange in full on the stated maturity
                                 date -- i.e., no prior redemption or voluntary
                                 exchange (assumed)..................................
                               No dilution event or other change in or affecting any
                                 of the basket stocks (assumed)......................
                               No market disruption event occurs (assumed)...........
</Table>

                                     We calculate the total pretax return on
                                     your note based on the exchange rate of
                                     8.8106 for each $1,000 of the outstanding
                                     face amount of your note. This exchange
                                     rate was determined by dividing $1,000 by
                                     the product of the reference basket level
                                     times an amount equal to one plus a premium
                                     of 13.50%. Because the exchange rate has
                                     been determined in this manner, the closing
                                     level of the basket must increase by the
                                     determination date to an amount equal to
                                     the reference basket level times an amount
                                     equal to one plus the premium in order for
                                     the holder of a note to receive stock or
                                     cash having a value in excess of the
                                     principal amount (100% of the outstanding
                                     face amount) on the stated maturity date.

                                       S-6


                                     This closing basket level is substantially
                                     higher than the reference basket level of
                                     $100.00. There is no assurance that the
                                     closing basket level will increase to that
                                     extent by the determination date.

                                     As stated above, the following table
                                     assumes that dividends will be paid on the
                                     basket stocks at the annual basket stock
                                     dividend yield shown in the box above, from
                                     the trade date to the stated maturity date.
                                     We do not know, however, whether or to what
                                     extent the issuers of the basket stocks
                                     will pay dividends in the future. These are
                                     matters that will be determined by the
                                     issuers of the basket stocks and not by us.
                                     Consequently, the amount of dividends
                                     actually paid on the basket stocks by their
                                     issuers, and, therefore, the rate of pretax
                                     return on the basket stocks during the life
                                     of the offered notes, may differ
                                     substantially from the information
                                     reflected in the table below.

<Table>
<Caption>
                                                                    BASKET                              YOUR NOTE
                                                   -----------------------------------------   ---------------------------
                                                                 HYPOTHETICAL
                                                                   CLOSING
                                                                    BASKET                     HYPOTHETICAL
                                                                   LEVEL ON                       MARKET
                                                   HYPOTHETICAL     STATED                       VALUE ON
                                                     CLOSING       MATURITY                       STATED
                                                      BASKET         DATE                        MATURITY
                                                     LEVEL ON      AS % OF                         DATE
                                                      STATED      REFERENCE     HYPOTHETICAL     AS % OF      HYPOTHETICAL
                                                     MATURITY       BASKET      PRETAX TOTAL       FACE       PRETAX TOTAL
                                                       DATE         LEVEL          RETURN         AMOUNT         RETURN
                                                   ------------  ------------   ------------   ------------   ------------
                                                                                                  
                                                   $50.00              50%          -37.8%        100.0%          14.0%
                                                   $70.00              70%          -17.8%        100.0%          14.0%
                                                   $90.00              90%            2.3%        100.0%          14.0%
                                                   $100.00            100%           12.3%        100.0%          14.0%
                                                   $110.00            110%           22.3%        100.0%          14.0%
                                                   $120.00            120%           32.3%        105.7%          18.7%
                                                   $150.00            150%           62.3%        132.2%          45.2%
                                                   $200.00            200%          112.3%        176.2%          89.2%
</Table>

                                     The hypothetical pretax total return on the
                                     basket represents the difference between
                                     (a) the hypothetical closing level of the
                                     basket on the stated maturity date plus the
                                     dividends that would be paid at the assumed
                                     dividend yield rate during the period from
                                     the trade date to the stated maturity date,
                                     without reinvestment of those dividends,
                                     and (b) the reference basket level. This
                                     difference is expressed as a percentage of
                                     the reference basket level.

                                     The hypothetical pretax total return on
                                     your note represents the difference between
                                     (a) the hypothetical market value of your
                                     note on the stated maturity date plus the
                                     amount of interest that would be payable on
                                     your note during the period from the trade
                                     date to the stated maturity date (or to the
                                     prior interest payment date as described
                                     below), without reinvestment of that
                                     interest, and (b) the hypothetical market
                                     value of your note on the trade date. This
                                     difference is expressed as a percentage of
                                     the
                                       S-7


                                     hypothetical market value of your note on
                                     the trade date.

                                     We have assumed that the market value of
                                     your note on the stated maturity date will
                                     equal the greater of the principal amount
                                     (100% of outstanding face amount) of your
                                     note and the cash value (based on the
                                     hypothetical closing basket level shown
                                     above) of the basket stock that we would be
                                     obligated to deliver on that date in an
                                     automatic exchange of your note. There will
                                     be no automatic exchange on the stated
                                     maturity date, however, unless that cash
                                     value exceeds the sum of the outstanding
                                     principal amount plus the amount of the
                                     regular interest installment payable on
                                     your note on that date. Moreover, if an
                                     automatic exchange occurs, the holder will
                                     not be entitled to receive that interest
                                     installment (as a result, where the
                                     hypothetical market value of your note is
                                     assumed to equal the automatic exchange
                                     amount, the hypothetical total return on
                                     your note is assumed to include interest
                                     accruing only to the interest payment date
                                     before the stated maturity date).
                                     Therefore, we have assumed that, unless
                                     that cash value exceeds that sum, the
                                     market value of your note on the stated
                                     maturity date will equal the principal
                                     amount.

                                     We have also assumed that the closing level
                                     of the basket will be the same on the
                                     determination date and the stated maturity
                                     date. Because the value of the shares or
                                     cash that we will deliver on your note on
                                     the stated maturity date will depend on the
                                     closing level of the basket on the
                                     determination date, changes in the closing
                                     level of the basket between the
                                     determination date and the stated maturity
                                     date could cause the pretax returns on your
                                     note to be substantially different from
                                     those reflected in the table above.

                                     The actual market value of your note on the
                                     stated maturity date or at any other time,
                                     including any time you may wish to sell
                                     your note, may bear little or no relation
                                     to the hypothetical values shown above, and
                                     those values should not be viewed as an
                                     indication of the financial return on an
                                     investment in the offered notes or on an
                                     investment in the basket stocks. The pretax
                                     rates of return shown above are entirely
                                     hypothetical; they are based on market
                                     values that may not be achieved on the
                                     relevant date and on assumptions that may
                                     prove to be erroneous and do not take into
                                     account the effects of any applicable
                                     taxes. Please read "Additional Risk Factors
                                     Specific to Your Note" and "Hypothetical
                                     Returns on Your Note" in the accompanying
                                     prospectus supplement no. 440.

                                       S-8


                                     Payments on this note are economically
                                     equivalent to the amounts that would be
                                     paid on a combination of other instruments.
                                     For example, payments on the note are
                                     economically equivalent to the amounts that
                                     would be paid on a combination of an
                                     interest-bearing bond and an option, in
                                     each case, bought by the holder (with an
                                     implicit option premium paid over time by
                                     the holder). The discussion in this
                                     paragraph does not modify or affect the
                                     terms of the note or the United States
                                     income tax treatment of the note as
                                     described under "Supplemental Discussion of
                                     Federal Income Tax Consequences" in the
                                     accompanying prospectus supplement no. 440.

HEDGING:                             In anticipation of the sale of the offered
                                     notes, we and/or our affiliates have
                                     entered into hedging transactions involving
                                     purchases of the basket stocks on the trade
                                     date. For a description of how our hedging
                                     and other trading activities may affect the
                                     value of your note, see "Additional Risk
                                     Factors Specific to Your Note -- Our
                                     Business Activities May Create Conflicts of
                                     Interest Between You and Us" and "Use of
                                     Proceeds and Hedging" in the accompanying
                                     prospectus supplement no. 440.

DESCRIPTION OF THE BASKET STOCK
ISSUERS:                             According to its publicly available
                                     documents, Amgen Inc. is a global
                                     biotechnology company that discovers,
                                     develops, manufactures, and markets human
                                     therapeutics based on advances in cellular
                                     and molecular biology. Information filed
                                     with the SEC by the index stock issuer
                                     under the Exchange Act can be located by
                                     referencing its SEC file number: 000-12477.

                                     According to publicly available documents,
                                     Eli Lilly and Company discovers, develops,
                                     manufactures and sells pharmaceutical
                                     products. Information filed with the SEC by
                                     Eli Lilly and Company under the Exchange
                                     Act can be located by referencing its SEC
                                     file number: 001-06351.

                                     According to its publicly available
                                     documents, GlaxoSmithKline plc engages in
                                     the creation, discovery, development,
                                     manufacture and marketing of pharmaceutical
                                     and consumer health-related products.
                                     Information filed with the SEC by
                                     GlaxoSmithKline plc under the Exchange Act
                                     can be located by referencing its SEC file
                                     number: 001-15170.

                                     According to its publicly available
                                     documents, Schering-Plough Corporation,
                                     through its subsidiaries, is engaged in the
                                     discovery, development, manufacturing and
                                     marketing of pharmaceutical products
                                     worldwide. Information filed with the SEC
                                     by Schering-Plough Corporation under the
                                     Exchange Act can be

                                       S-9


                                     located by referencing its SEC file number:
                                     001-06571.

                                     According to its publicly available
                                     documents, Sanofi-Aventis is a
                                     pharmaceutical company that engages in
                                     research and development in seven major
                                     therapeutic areas: cardiovascular disease,
                                     thrombosis, oncology, diabetes, central
                                     nervous system, internal medicine and
                                     vaccines. Information filed with the SEC by
                                     Sanofi-Aventis under the Exchange Act can
                                     be located by referencing its SEC file
                                     number: 001-31368.

HISTORICAL TRADING PRICE
INFORMATION:                         Amgen Inc. is traded on the Nasdaq National
                                     Market System under the symbol "AMGN". Eli
                                     Lilly and Company, GlaxoSmithKline plc
                                     ADSs, Schering-Plough Corporation and
                                     Sanofi-Aventis ADSs are traded on the New
                                     York Stock Exchange, under the symbols
                                     "LLY", "GSK", "SGP" and "SNY",
                                     respectively. The following tables show the
                                     quarterly high, low and final closing
                                     prices as traded on the Nasdaq National
                                     Market System or New York Stock Exchange,
                                     as applicable, for each of the basket
                                     stocks, in each case for the four calendar
                                     quarters in each of 2003 and 2004 and for
                                     the first calendar quarter in 2005, through
                                     January 26, 2005. We obtained the trading
                                     price information shown below from
                                     Bloomberg Financial Services, without
                                     independent verification.

                                     The actual performance of the basket stocks
                                     over the life of the offered notes may bear
                                     little relation to the historical trading
                                     prices of the basket stocks shown below.

                                       S-10


                                                      AMGEN INC.

<Table>
<Caption>
                                                                               HIGH      LOW      CLOSE
                                                                               ----      ---      -----
                                                                                         
                                                   2003
                                                   Quarter ended March 31...  $58.87    $48.88    $57.55
                                                   Quarter ended June 30....  $67.50    $57.60    $65.94
                                                   Quarter ended September
                                                     30.....................  $71.54    $64.52    $64.52
                                                   Quarter ended December
                                                     31.....................  $67.14    $57.62    $61.79
                                                   2004
                                                   Quarter ended March 31...  $66.23    $57.83    $58.15
                                                   Quarter ended June 30....  $60.43    $52.82    $54.57
                                                   Quarter ended September
                                                     30.....................  $59.98    $53.23    $56.81
                                                   Quarter ended December
                                                     31.....................  $64.76    $52.70    $64.15
                                                   2005
                                                   Quarter ending March
                                                     31(through January 26,
                                                     2005)..................  $64.87    $62.12    $63.56
                                                   Closing price on January
                                                     26, 2005...............                      $63.56
</Table>

                                                 GLAXOSMITHKLINE PLC

<Table>
<Caption>
                                                                               HIGH      LOW      CLOSE
                                                                               ----      ---      -----
                                                                                         
                                                   2003
                                                   Quarter ended March 31...  $39.93    $32.75    $35.19
                                                   Quarter ended June 30....  $43.70    $35.85    $40.54
                                                   Quarter ended September
                                                     30.....................  $43.01    $37.40    $42.40
                                                   Quarter ended December
                                                     31.....................  $47.40    $42.77    $46.62
                                                   2004
                                                   Quarter ended March 31...  $46.93    $39.38    $39.95
                                                   Quarter ended June 30....  $43.50    $39.44    $41.46
                                                   Quarter ended September
                                                     30.....................  $43.84    $39.04    $43.73
                                                   Quarter ended December
                                                     31.....................  $47.50    $41.15    $47.39
                                                   2005
                                                   Quarter ending March
                                                     31(through January 26,
                                                     2005)..................  $47.35    $44.48    $45.15
                                                   Closing price on January
                                                     26, 2005...............                      $45.15
</Table>

                                       S-11


                                                ELI LILLY AND COMPANY

<Table>
<Caption>
                                                                               HIGH      LOW      CLOSE
                                                                               ----      ---      -----
                                                                                         
                                                   2003
                                                   Quarter ended March 31...  $67.98    $53.70    $57.15
                                                   Quarter ended June 30....  $69.83    $57.73    $68.97
                                                   Quarter ended September
                                                     30.....................  $70.33    $57.99    $59.40
                                                   Quarter ended December
                                                     31.....................  $73.89    $60.78    $70.33
                                                   2004
                                                   Quarter ended March 31...  $74.70    $65.00    $66.90
                                                   Quarter ended June 30....  $76.26    $67.60    $69.91
                                                   Quarter ended September
                                                     30.....................  $67.39    $60.05    $60.05
                                                   Quarter ended December
                                                     31.....................  $62.01    $50.44    $56.75
                                                   2005
                                                   Quarter ending March
                                                     31(through January 26,
                                                     2005)..................  $57.78    $54.84    $55.50
                                                   Closing price on January
                                                     26, 2005...............                      $55.50
</Table>

                                             SCHERING-PLOUGH CORPORATION

<Table>
<Caption>
                                                                               HIGH      LOW      CLOSE
                                                                               ----      ---      -----
                                                                                         
                                                   2003
                                                   Quarter ended March 31...  $23.68    $15.45    $17.83
                                                   Quarter ended June 30....  $20.47    $16.82    $18.60
                                                   Quarter ended September
                                                     30.....................  $19.35    $14.95    $15.24
                                                   Quarter ended December
                                                     31.....................  $17.39    $14.52    $17.39
                                                   2004
                                                   Quarter ended March 31...  $18.97    $15.96    $16.22
                                                   Quarter ended June 30....  $18.70    $16.10    $18.48
                                                   Quarter ended September
                                                     30.....................  $19.98    $17.55    $19.06
                                                   Quarter ended December
                                                     31.....................  $21.12    $16.72    $20.88
                                                   2005
                                                   Quarter ending March
                                                     31(through January 26,
                                                     2005)..................  $21.41    $19.77    $19.77
                                                   Closing price on January
                                                     26, 2005...............                      $19.77
</Table>

                                       S-12


                                                    SANOFI-AVENTIS

<Table>
<Caption>
                                                                               HIGH      LOW      CLOSE
                                                                               ----      ---      -----
                                                                                         
                                                   2003
                                                   Quarter ended March 31...  $31.04    $22.80    $25.55
                                                   Quarter ended June 30....  $33.28    $26.02    $29.15
                                                   Quarter ended September
                                                     30.....................  $32.00    $26.50    $30.22
                                                   Quarter ended December
                                                     31.....................  $37.75    $30.53    $37.75
                                                   2004
                                                   Quarter ended March 31...  $39.85    $32.30    $32.67
                                                   Quarter ended June 30....  $33.80    $29.36    $31.99
                                                   Quarter ended September
                                                     30.....................  $36.68    $32.01    $36.61
                                                   Quarter ended December
                                                     31.....................  $40.45    $35.20    $40.05
                                                   2005
                                                   Quarter ending March
                                                     31(through January 26,
                                                     2005)..................  $39.80    $37.15    $37.83
                                                   Closing price on January
                                                     26, 2005...............                      $37.83
</Table>

                                     As indicated above, the market prices of
                                     basket stocks have been highly volatile
                                     during recent periods. It is impossible to
                                     predict whether the price of any of the
                                     basket stocks will rise or fall and you
                                     should not view the historical prices of
                                     the basket stocks as an indication of
                                     future performance. See "Additional Risk
                                     Factors Specific to Your Note -- The Market
                                     Price of Your Note May Be Influenced by
                                     Many Unpredictable Factors" in the
                                     accompanying prospectus supplement no. 440.

ANTI-DILUTION PROVISIONS FOR
ADDs:                                The anti-dilution provisions described
                                     under "-- Anti-Dilution Adjustments" on
                                     pages S-17 through S-22 in the accompanying
                                     prospectus supplement no. 440 will apply to
                                     your note, but with important modifications
                                     to reflect the fact that your note is
                                     linked, in part, to the value of ADSs
                                     directly, and only indirectly to the value
                                     of the ordinary shares represented by the
                                     ADSs. In general, with respect to the ADSs
                                     of GlaxoSmithKline and Sanofi-Aventis, all
                                     references to "shares" or "basket stock" in
                                     these provisions shall be deemed to mean
                                     ADSs and all references to "holders" of
                                     common stock of the basket stock issuer
                                     shall be deemed to mean holders of ADSs.
                                     Accordingly, for the purposes of making any
                                     adjustments described on page S-17 of the
                                     accompanying prospectus supplement no. 440,
                                     ADSs will be treated like common stock if a
                                     comparable adjustment to the ordinary
                                     shares represented by the ADSs is made
                                     pursuant to the terms of the relevant
                                     deposit agreement or if holders of the ADSs
                                     are entitled to receive property in

                                       S-13


                                     respect of the underlying ordinary shares.
                                     The ex-dividend date for any dividend of
                                     other distribution will be the first day on
                                     which the relevant ADS trades without the
                                     right to receive that dividend or
                                     distribution. We will not make anti-
                                     dilution adjustments to reflect dilution
                                     events that affect the ordinary shares
                                     represented by the ADSs, except as the
                                     result of any of the events described on
                                     S-17 through S-22 in the accompanying
                                     prospectus supplement no. 440. In addition,
                                     no adjustment will be made as a result of
                                     any event if and to the extent that any
                                     securities, cash or other property
                                     distributed in that event are not passed
                                     through to the holders of that basket stock
                                     issuer's ADSs generally, either by
                                     distribution of that property to those
                                     holders directly or by distribution of that
                                     property to the relevant ADS depositary for
                                     the benefit of those holders, with the ADS
                                     depositary either selling that property and
                                     distributing the sale proceeds to those
                                     holders or holding that property so that,
                                     under the terms of the relevant deposit
                                     agreement, the ADSs represent that
                                     property.

                                     In general, if an event requiring
                                     anti-dilution adjustment occurs, the
                                     calculation agent will make the adjustment
                                     with a view to offsetting, to the extent
                                     practical, any change in the economic
                                     position of the holder and The Goldman
                                     Sachs Group, Inc., relative to your note,
                                     that results from that event. The
                                     calculation agent may, in its sole
                                     discretion, modify the anti-dilution
                                     adjustments described above as necessary to
                                     ensure an equitable result. HOWEVER, AS
                                     STATED ABOVE, NO ADJUSTMENT WILL BE MADE TO
                                     REFLECT ANY DISTRIBUTION OF SECURITIES,
                                     CASH OR OTHER PROPERTY THAT IS NOT PASSED
                                     THROUGH TO THE HOLDERS OF GLAXOSMITHKLINE
                                     ADSS OR SANOFI-AVENTIS ADSS GENERALLY OR TO
                                     THE APPLICABLE ADS DEPOSITARY FOR THEIR
                                     BENEFIT AS DESCRIBED ABOVE. Also, no
                                     adjustment will be made to reflect any
                                     event that would not require an adjustment
                                     of the reference amount of underlying
                                     shares under the provisions described in
                                     "Stock Splits", "Reverse Stock Splits",
                                     "Stock Dividends", "Other Dividends and
                                     Distributions", "Transferable Rights" and
                                     "Reorganization Events" on pages S-19 to
                                     S-22 in the accompanying prospectus
                                     supplement no. 440.

                                     As noted above, the steps described here
                                     apply only with respect to the ADSs
                                     included in the basket. For any anti-
                                     dilution event relating to one of the three
                                     common stocks included in the basket, the
                                     anti-dilution provisions described under
                                     "-- Anti-Dilution Adjustments" on pages
                                     S-17 through S-22 in the accompanying
                                     prospectus supplement no. 440 will apply to
                                     your note without modification.

                                       S-14


                               NOTICE OF EXCHANGE

                                                  Dated:
The Bank of New York
Corporate Trust Administration
101 Barclay Street, 21W
New York, New York 10286

<Table>
                      
Attn:  Caroline Hyunji Lee  (212-815-4991)
       Hector Herrera       (212-815-4293)
                            Fax: (212-815-5802)
</Table>

with a copy to:

Goldman, Sachs & Co.
85 Broad Street
Options and Derivatives Operations
New York, New York 10004

<Table>
                  
Attn:  Sharon Seibold   (212-902-7921)
       Stephen Barnitz  (212-357-4217)
                        Fax: (212-902-7993)
</Table>

Re:  2.00% Exchangeable Basket-Linked Notes due February 2012, issued by The
     Goldman Sachs Group, Inc.
     (Exchangeable for a Basket of Three Common Stocks and Two ADSs)

Dear Sirs:

The undersigned is, or is acting on behalf of, the beneficial owner of a portion
of one of the notes specified above, which portion has an outstanding face
amount equal to or greater than the amount set forth at the end of this notice
of exchange. The undersigned hereby irrevocably elects to exercise the exchange
right described in the pricing supplement no. 471, dated January 26, 2005, to
the prospectus supplement no. 440, dated October 20, 2004, with respect to the
outstanding face amount of the note set forth at the end of this notice of
exchange. The exercise is to be effective on the business day on which the
trustee has received this notice of exchange, together with all other items
required to be delivered on exercise, and the calculation agent has received a
copy of this notice of exchange, unless all required items have not been
received by 11:00 A.M., New York City time, on that business day, in which case
the exercise will be effective as of the next business day. We understand,
however, that the effective date in all cases must be no later than the earlier
of (i) the business day before the determination date and (ii) any call notice
date. The effective date will be the exchange notice date.

If the note to be exchanged is in global form, the undersigned is delivering
this notice of exchange to the trustee and to the calculation agent, in each
case by facsimile transmission to the relevant number stated above, or such
other number as the trustee or calculation agent may have designated for this
purpose to the holder. In addition, the beneficial interest in the face amount
indicated below is being transferred on the books of the depositary to an
account of the trustee at the depositary.

If the note to be exchanged is not in global form, the undersigned or the
beneficial owner is the holder of the note and is delivering this notice of
exchange to the trustee and to the calculation agent by facsimile transmission
as described above. In addition, the certificate representing the note and any
payment required in respect of accrued interest are being delivered to the
trustee.

                                       S-15


If the undersigned is not the beneficial owner of the note to be exchanged, the
undersigned hereby represents that it has been duly authorized by the beneficial
owner to act on behalf of the beneficial owner.

Terms used and not defined in this notice have the meanings given to them in the
pricing supplement no. 471, dated January 26, 2005, and the prospectus
supplement no. 440, dated October 20, 2004. The exchange of the note will be
governed by the terms of the note.

The calculation agent should internally acknowledge receipt of the copy of this
notice of exchange, in the place provided below, on the business day of receipt,
noting the date and time of receipt. The consideration to be delivered or paid
in the requested exchange should be made on the fifth business day after the
exchange notice date in accordance with the terms of the note.

                                       S-16


Face amount of note to be exchanged:

$
(must be a minimum of $1,000 and
integral multiples thereof)

                                             Very truly yours,

                                             -----------------------------------
                                             (Name of beneficial owner or person
                                             authorized to act on its behalf)

                                             -----------------------------------
                                             (Title)

                                             -----------------------------------
                                             (Telephone No.)

                                             -----------------------------------
                                             (Fax No.)

                                             -----------------------------------
                                             (DTC participant account number for
                                             delivery of basket stocks, if any)

FOR INTERNAL USE ONLY:
Receipt of the above notice of
exchange
is hereby acknowledged:
GOLDMAN, SACHS & CO., as
calculation agent

By:
- -----------------------------------
    (Title)

Date and time of receipt:

- -----------------------------------
(Date)

- -----------------------------------
(Time)

                                       S-17