United States v. Stamatios Kousisis ( 2023 )


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  •                                                PRECEDENTIAL
    UNITED STATES COURT OF APPEALS
    FOR THE THIRD CIRCUIT
    _____________
    Nos. 19-3679 & 19-3774
    _____________
    UNITED STATES OF AMERICA
    v.
    STAMATIOS KOUSISIS,
    a/k/a Tom Kousisis,
    Appellant in No. 19-3679
    UNITED STATES OF AMERICA
    v.
    ALPHA PAINTING & CONSTRUCTION CO., INC.,
    Appellant in No. 19-3774
    ______________
    On Appeal from the United States District Court
    for the Eastern District of Pennsylvania
    (District Court Nos. 2:18-cr-00130-001 &
    2:18-cr-00130-003)
    District Judge: Honorable Wendy Beetlestone
    ______________
    Argued August 18, 2021
    ______________
    (Filed: April 21, 2023)
    Before: McKEE, GREENAWAY, Jr., and RESTREPO,
    
    Judge McKee assumed senior status on October 21, 2022.
    Circuit Judges
    Paul G. Shapiro [ARGUED]
    Office of United States Attorney
    615 Chestnut Street
    Suite 1250
    Philadelphia, PA 19106
    David E. Troyer
    Office of United States Attorney
    615 Chestnut Street
    Suite 1250
    Philadelphia, PA 19106
    Attorneys for Appellee
    Lisa A. Mathewson [ARGUED]
    Suite 1320
    123 South Broad Street
    Philadelphia, PA 19109
    Attorney for Appellants
    Lawrence S. Lustberg
    Gibbons
    One Gateway Center
    Newark, NJ 07102
    Attorney for Amicus Appellants
    ____________
    OPINION OF THE COURT
    ____________
    McKEE, Circuit Judge.
    On August 30, 2018, a jury convicted Stamatios
    Kousisis and Alpha Painting & Construction Co., Inc.
    (“Alpha”) of, among other things, one count of conspiracy to
    commit wire fraud, in violation of 
    18 U.S.C. § 1349
    , and three
    2
    counts of wire fraud, in violation of 
    18 U.S.C. § 1343
    . Kousisis
    and Alpha appeal the District Court’s (1) denial of their motion
    for judgment of acquittal, (2) jury instructions, and (3) loss
    calculations at sentencing. In addition, Alpha appeals the
    District Court’s forfeiture order. We will affirm the
    convictions. Given the complex nature of the fraud in this case,
    we commend the District Court for its attempt to determine the
    amount of loss for sentencing purposes, as well as the amount
    to be forfeited. However, we must vacate the loss calculation
    and the forfeiture order and remand for further proceedings
    consistent with this opinion.
    I.    Background
    A. Disadvantaged Business Enterprises
    “The United States Department of Transportation
    provides funds to state transportation agencies to finance
    transportation projects. These funds often go towards highway
    construction, provided through the Federal Highway
    Administration (‘FHWA’). In Pennsylvania, the FHWA
    provides such funds to the Pennsylvania Department of
    Transportation (‘PennDOT’).”1
    Federal regulations require states that receive federal
    transportation funds to set participation goals for
    disadvantaged      business       enterprises     (“DBEs”) 2   in
    transportation construction projects. This is intended to
    promote the participation of minority and disadvantaged
    businesses in these federally financed Department of
    Transportation (“DOT”) contracts. A DBE is defined as a for-
    profit small business “[t]hat is at least 51 percent owned by one
    or more individuals who are both socially and economically
    disadvantaged” and “[w]hose management and daily business
    operations are controlled by one or more of the socially and
    economically disadvantaged individuals who own it.”3
    The DBE program has “an aspirational goal” of having
    ten percent of DOT’s infrastructure project funds expended on
    1
    United States v. Nagle, 
    803 F.3d 167
    , 171 (3d Cir. 2015).
    2
    
    49 C.F.R. § 26.21
    .
    3
    
    49 C.F.R. § 26.5
    .
    3
    DBEs.4 When state agencies solicit bids for DOT-financed
    contracts, they announce DBE participation goals for those
    contracts; responsive bids must explain how the contractors
    will meet those goals.5 If the prime contractor is not itself a
    DBE, this goal can be satisfied by including one or more DBEs
    as subcontractors. 6 “States themselves certify businesses as
    DBEs. A business must be certified as a DBE before it or a
    prime contractor can rely on its DBE status in bidding for a
    contract.”7
    When a DBE participates in a contract, that DBE must
    perform a “commercially useful function.”8 “A DBE performs
    a commercially useful function when it is responsible for
    execution of the work of the contract and is carrying out its
    responsibilities by actually performing, managing, and
    supervising the work involved.”9 A DBE whose “role is
    limited to that of an extra participant in a transaction, contract,
    or project through which funds are passed in order to obtain the
    appearance of DBE participation” does not perform a
    commercially useful function.10
    B. Factual and Procedural History
    On April 3, 2018, Kousisis, Emanouel Frangos, and
    their respective companies, Alpha and Liberty Maintenance,
    Inc. (“Liberty”) were indicted for (1) conspiracy to commit
    wire fraud, in violation of § 1349, (2) wire fraud, in violation
    of § 1343, and (3) false statements, in violation of 
    18 U.S.C. § 1001
    .
    The indictment charged the Defendants with conspiring
    to defraud DOT and PennDOT by exploiting DOT’s DBE
    program. The charges arose out of two DOT-financed contracts
    for work in Philadelphia: the Girard Point Project and the 30th
    Street Project (together, the “Philadelphia Projects” or the
    4
    
    49 C.F.R. § 26.41
    .
    5
    See Nagle, 
    803 F.3d at 171
    .
    6
    
    Id.
    7
    
    Id.
     (citations omitted).
    8
    
    49 C.F.R. § 26.55
    (c).
    9
    
    49 C.F.R. § 26.55
    (c)(1).
    10
    
    49 C.F.R. § 26.55
    (c)(2).
    4
    “Projects”). The Girard Point Project involved a $70.3 million
    contract to perform painting and repairs on the Girard Point
    Bridge over the Schuylkill River. It was awarded to Alpha,
    Liberty, and another entity, Buckley, Inc., in 2009. The 30th
    Street Project involved a $50.8 million contract to perform
    repairs at the Amtrak 30th Street Train Station in Philadelphia.
    That contract was awarded to Buckley and another entity,
    Cornell and Company (“Cornell”) in 2010, and it included a
    $15 million painting subcontract awarded to Alpha and Liberty
    in 2011.
    Both contracts for the Philadelphia Projects included
    DBE requirements. The Girard Point Project required the
    successful bidder to commit to contracting with a DBE for at
    least six percent of the contract amount. The 30th Street Project
    had a DBE requirement equal to seven percent of the contract
    amount. The Defendants submitted bids in which they
    committed to working with Markias, Inc. on the Philadelphia
    Projects. Markias, Inc. was a company that had prequalified as
    a DBE in Pennsylvania. The Defendants’ bids stated that they
    would obtain $4.7 million in paint supplies from Markias for
    the Girard Point Project and $1.7 million for the 30th Street
    Project. The terms of the Philadelphia Projects’ contracts
    provided that failure to comply with DBE regulations would
    be a material breach.
    During the performance of these contracts, the
    Defendants periodically submitted false documentation
    regarding Markias’ role in the Philadelphia Projects. That
    documentation was a condition precedent to obtaining credit
    towards the DBE goals and, therefore, to complying with the
    contracts’ terms. Each of those submissions falsely certified
    that Markias acted as a “regular dealer” in supplying products.
    In reliance on these misrepresentations, PennDOT awarded the
    Defendants DBE credits and paid the Defendants based on
    their asserted compliance with the Projects’ DBE
    requirements. As established at trial, failure to certify
    compliance with the DBE requirements could have led to
    debarment, financial penalties, or withholding of progress
    payments.
    Rather than supplying products or performing some
    other commercially useful function as required by the explicit
    5
    terms of the contracts, Markias served merely as a pass-
    through for Alpha-Liberty. Markias did not do any work on the
    Projects or supply any of the materials for them, despite the
    Defendants’ certifications to the contrary.
    To hide the fact that Markias was doing no work on the
    Philadelphia Projects, the Defendants arranged for the true
    paint suppliers to send their invoices to Markias. Markias then
    issued its own invoices, added a 2.25% fee, and forwarded the
    pass-through invoices to Alpha-Liberty. Alpha-Liberty then
    forwarded those fraudulent invoices to PennDOT. This
    arrangement was detailed in a letter from Kousisis to Markias.
    The letter specified that Alpha-Liberty would identify the
    actual suppliers for the products that it needed. Alpha-Liberty
    would then negotiate prices and terms with those suppliers and
    create fraudulent purchase orders in Markias’ name. In turn,
    the Defendants issued two sets of checks to Markias. One
    check paid Markias its 2.25% fee for acting as a pass-through.
    Markias forwarded the other check to the actual suppliers to
    pay for the materials that the Defendants ordered directly from
    them. The Defendants also routed invoices related to supplies
    used on projects outside Pennsylvania through Markias. This
    made it appear that the materials were used on the Philadelphia
    Projects.
    The jury returned a mixed verdict based on this
    evidence. It acquitted Kousisis and Alpha on two of the wire
    fraud counts, but convicted them of false statements, in
    violation of § 1001, conspiracy to commit wire fraud, in
    violation of § 1349, and wire fraud, in violation of § 1343.
    Furthermore, the District Court issued a $10,906,553 forfeiture
    order against Alpha. This appeal followed.
    II.    Discussion
    Kousisis and Alpha (together, “Appellants”) raise three
    main issues on appeal. First, they claim that the government
    failed to prove the “property” element of wire fraud. They also
    challenge the District Court’s jury instructions and loss
    calculations at sentencing. In addition, Alpha contests the
    District Court’s forfeiture order. We address each argument in
    turn.
    6
    A. The Property Element of Wire Fraud
    The federal wire fraud statute, 18 U.S.C § 1343,
    criminalizes “any scheme or artifice to defraud, or for
    obtaining money or property by means of false or fraudulent
    pretenses, representations, or promises,” that uses wires. It is
    now well established that the federal wire fraud provision only
    extends to property rights.11 Moreover, for the government to
    establish wire fraud, the property involved “must play more
    than some bit part in a scheme: It must be an ‘object of the
    fraud.’”12 This must be evaluated from the victim’s
    perspective. Thus, the victim’s loss must have been an
    objective of the fraudulent scheme; it is insufficient if that loss
    is merely an incidental byproduct of the scheme. 13
    Appellants claim that the District Court erred in denying
    judgment of acquittal because the government failed to prove
    beyond a reasonable doubt that they defrauded PennDOT out
    of property, as required by the wire fraud statute. We exercise
    plenary review over a District Court’s denial of a motion for
    judgment of acquittal and use “the same standard the district
    court uses in deciding the motion.”14 We review the record “in
    the light most favorable to the prosecution to determine
    whether any rational trier of fact could have found proof of
    guilt beyond a reasonable doubt based on the available
    evidence.”15
    Appellants argue that the fraudulent misrepresentation
    that Markias was the required DBE does not implicate the
    property interest needed to establish a § 1343 violation. They
    rely on the fact that they fully discharged their painting and
    repair obligations in the Philadelphia Projects. More
    11
    Carpenter v. United States, 
    484 U.S. 19
    , 25 (1987).
    12
    Kelly v. United States, 
    140 S. Ct. 1565
    , 1573 (2020)
    (quoting Pasquantino v. United States, 
    544 U.S. 349
    , 355
    (2005)).
    13
    
    Id.
     at 1573 n.2.
    14
    United States v. Caraballo-Rodriguez, 
    726 F.3d 418
    , 424
    (3d Cir. 2013) (en banc).
    15
    United States v. Smith, 
    294 F.3d 473
    , 476 (3d Cir. 2002)
    (quoting United States v. Wolfe, 
    245 F.3d 257
    , 262 (3d Cir.
    2001)).
    7
    specifically, they contend that their “offense conduct[]
    involve[d] high quality, timely and fully performed work by
    [Appellants] that saved PennDOT millions of dollars.”16
    Though they concede that Markias did not perform as
    promised, they characterize the presence of a true DBE as an
    “intangible interest” that cannot equate with the property or
    pecuniary loss required by the statutes of conviction. 17 They
    therefore maintain that the government was not deprived of any
    property.
    At first, this argument has superficial appeal; however,
    it does not survive closer scrutiny. It requires that we ignore
    the text of the statutes that Appellants were convicted of
    violating, as well as Supreme Court decisions interpreting
    those statutes. The contextual background of the wire fraud
    statute illustrates the weaknesses in Appellants’ arguments.
    i.       Evolution of Federal Wire Fraud
    “Some decades ago, courts of appeals often construed
    the federal fraud laws to ‘proscribe[ ] schemes to defraud
    citizens of their intangible rights to honest and impartial
    government.’”18 The Supreme Court limited those decisions in
    McNally v. United States19 by holding that the federal mail
    fraud statute is limited to the protection of money or property
    rights.20
    16
    Alpha Opening Br. at 55.
    17
    Kousisis Opening Br. at 19.
    
    18 Kelly, 140
     S. Ct. at 1571 (quoting McNally v. United States,
    
    483 U.S. 350
    , 355 (1987)).
    19
    
    483 U.S. 350
     (1987).
    20
    The federal wire fraud statute, 
    18 U.S.C. § 1343
    , is nearly
    identical to the federal mail fraud statute, 
    18 U.S.C. § 1341
    .
    As we have explained, “the cases construing the mail fraud
    statute are applicable to the wire fraud statute as well.” United
    States v. Tarnopol, 
    561 F.2d 466
    , 475 (3d Cir. 1977),
    abrogated on other grounds by Griffin v. United States, 
    502 U.S. 46
     (1991); United States v. Yusuf, 
    536 F.3d 178
    , 188
    n.14 (3d Cir. 2008) (same). Thus, as the “statutes differ only
    in form, not in substance,” mail and wire fraud are treated the
    same in our analysis. United States v. Morelli, 
    169 F.3d 798
    ,
    806 n.9 (3d Cir. 1999); see also United States v. Frey, 
    42 F.3d 8
    In McNally, a Kentucky official and an insurance
    company made the following arrangement—the state would
    continue its agency relationship with the company in exchange
    for the company sharing some of its commissions with other
    insurance agencies specified by the official, including an entity
    that he controlled. 21 In the ensuing prosecution, the
    government did not attempt to prove that the Commonwealth
    would have “paid a lower premium or secured better
    insurance” absent the fraud.22 Rather, the prosecution’s theory
    was that the scheme “defraud[ed] the citizens and government
    of Kentucky of their right to have the Commonwealth’s affairs
    conducted honestly.”23
    The Supreme Court rejected this theory and held that
    “honest services” fraud was not mail fraud under 
    18 U.S.C. § 1341
    . The Court relied on both the statute’s legislative history
    and its prior decision in Durland v. United States,24 a case it
    had decided a century earlier. Durland was the first case in
    which the Supreme Court interpreted the phrase “any scheme
    or artifice to defraud.”25 The Court there held that the mail
    fraud statute covered fraudulent schemes involving not only
    “representations as to the past or present,” but also included
    “suggestions and promises as to the future.”26 However, a few
    years later, in 1909, Congress codified Durland’s holding by
    adding the phrase “‘or for obtaining money or property by
    means of false or fraudulent pretenses, representations, or
    promises’ after the original phrase ‘any scheme or artifice to
    defraud.’”27
    795, 797 (3d Cir. 1994) (“The wire fraud statute, 
    18 U.S.C. § 1343
    , is identical to the mail fraud statute except it speaks of
    communications transmitted by wire.”).
    21
    McNally, 
    483 U.S. at 352
    .
    22
    
    Id. at 360
    .
    23
    
    Id. at 353
    .
    24
    
    Id.
     at 356–60 (citing Durland v. United States, 
    161 U.S. 306
     (1896)).
    25
    
    Id. at 356
    .
    26
    
    Id. at 357
    .
    27
    
    Id.
     (emphasis added) (quoting Act of Mar. 4, 1909, ch. 321,
    § 215, 
    35 Stat. 1130
    ).
    9
    The McNally Court reasoned that the 1909 amendment
    was enacted to make it “unmistakable that the [mail fraud]
    statute reached false promises and misrepresentations as to the
    future as well as other frauds involving money or property.”28
    It determined that reading the concept of “honest services”
    fraud into a federal fraud statute would result in the federal
    government establishing codes of conduct for public
    officials.29 Accordingly, the Court rejected a statutory
    construction that “involves the Federal Government in setting
    standards of disclosure and good government for local and
    state officials,” and instead held that § 1341 is “limited in scope
    to the protection of property rights.”30
    Soon after McNally was decided, Congress responded
    by enacting 
    18 U.S.C. § 1346
    , the “honest-services” fraud
    provision. That statute provides: “For the purposes of th[e]
    chapter [of the U.S. Code that prohibits, inter alia, mail fraud,
    § 1341, and wire fraud, § 1343], the term ‘scheme or artifice to
    defraud’ includes a scheme or artifice to deprive another of the
    intangible right of honest services.” 31 As the Supreme Court
    later explained, McNally “presented a paradigmatic kickback
    fact pattern” and Congress undoubtedly sought to reverse the
    case on its facts by enacting § 1346.32
    It seemed apparent that, in enacting § 1346, Congress
    intended to criminalize fraudulent schemes aimed at
    “depriv[ing] another of the intangible right of honest services,”
    regardless of whether the scheme sought to divest the victim of
    any property.33 Nevertheless, in Skilling v. United States, the
    Court concluded that § 1346 was so vague that it had to be
    limited to classic bribes or kickbacks.34 That case involved the
    former C.E.O. of Enron Corporation, Jeffrey Skilling. He was
    convicted of, among other things, conspiracy to commit
    honest-services wire fraud for participating in a scheme to
    deceive investors about Enron’s true financial performance by
    28
    Id. at 359.
    29
    Id. at 360.
    30
    Id.
    31
    Skilling v. United States, 
    561 U.S. 358
    , 402 (2010).
    32
    
    Id.
     at 407–08, 410.
    33
    
    Id. at 402
    .
    34
    
    Id.
     at 408–10.
    10
    manipulating its publicly reported financial results and making
    false and misleading statements. 35 On appeal, Skilling argued
    that § 1346’s prohibition of honest-services fraud was
    unconstitutionally vague.36 The Supreme Court agreed and
    limited the reach of the statute to conduct amounting to bribes
    and kickbacks,37 thus providing an unambiguous limitation on
    the fraudulent deprivation of “honest services.” In doing so, the
    Court relied heavily on the holdings of several Courts of
    Appeals in cases decided before its decision in McNally.38 The
    Court explained that it was necessary to limit § 1346’s reach
    because “[r]eading the statute to proscribe a wider range of
    offensive conduct . . . would raise the due process concerns
    underlying the vagueness doctrine.”39 Thus, the Court again
    clarified that federal fraud statutes do not reach strictly
    intangible interests. 40
    The Court reinforced this point in Cleveland v. United
    41
    States. There, the government charged a defendant with
    various counts of money laundering, racketeering, and
    conspiracy in connection with a “scheme to bribe [Louisiana]
    state legislators to vote in a manner favorable to the video
    poker industry.” 42 One of the predicate acts supporting these
    charges was § 1341 mail fraud, because the defendant
    fraudulently concealed key information in his application for a
    state video poker license. 43 The government argued that the
    defendant thereby deprived it of property because he had
    “frustrated the State’s right to control the issuance, renewal,
    35
    Id. at 369, 375.
    36
    Id. at 399.
    37
    Id. at 408–09.
    38
    Id. at 408 (“Both before McNally and after § 1346’s
    enactment, Courts of Appeals described schemes involving
    bribes or kickbacks as ‘core . . . honest services fraud
    precedents [.]’ . . . In view of this history, there is no doubt
    that Congress intended § 1346 to reach at least bribes and
    kickbacks.” (collecting cases)).
    39
    Id.
    40
    Id. at 404, 408–09.
    41
    
    531 U.S. 12
     (2000).
    42
    
    Id. at 16
    .
    43
    
    Id.
     at 16–17.
    11
    and revocation of video poker licenses.”44 The Supreme Court
    disagreed. It held that the federal mail fraud statute does not
    encompass fraudulent schemes to obtain a state license,
    because a license is not property in the government’s hand. 45
    As the Court explained, the State’s “core concern” in issuing
    the licenses was regulatory.46 Licensing is a “paradigmatic
    exercise[] of the States’ traditional police powers” concerning
    who should get a benefit and who should not.47 That power did
    not relate to the government’s interests as a property holder.
    Since the object of the fraud was not property in the victim’s
    hands, the defendant’s dishonest conduct was not property
    fraud.48 “[S]aid another way: The defendant’s fraud
    ‘implicate[d] the Government’s role as sovereign’ . . . . And so
    his conduct, however deceitful, was not property fraud.”49
    More recently, in Kelly, the Court similarly vacated a
    federal wire fraud conviction based on the distinction between
    governmental property interests and its regulatory power.
    There, public officials ordered an unannounced realignment of
    toll lanes on the George Washington Bridge connecting New
    Jersey and Manhattan. 50 The Court described the bridge as “the
    busiest motor-vehicle bridge in the world.”51 The closure
    caused four days of gridlock in Fort Lee, New Jersey.52 The
    defendants sought to justify the closure by claiming that it was
    part of a traffic study. 53 “In fact, they did so for a political
    reason—to punish the mayor of Fort Lee for refusing to
    support the New Jersey Governor’s reelection bid.”54 The
    Supreme Court reversed the public officials’ federal wire fraud
    convictions. It explained that their scheme fell outside the
    scope of the federal statutes prohibiting wire fraud:
    44
    
    Id. at 23
    .
    45
    
    Id.
     at 23–24.
    46
    
    Id. at 20
    .
    47
    
    Id. at 23
    .
    48
    
    Id.
     at 26–27.
    
    49 Kelly, 140
     S. Ct. at 1572 (quoting Cleveland, 
    531 U.S. at
    23–24).
    50
    Id. at 1568.
    51
    Id. at 1569.
    52
    Id. at 1568.
    53
    Id.
    54
    Id.
    12
    Under settled precedent, the officials could
    violate those laws only if an object of their
    dishonesty was to obtain the Port Authority’s
    money or property. The Government contends it
    was, because the officials sought both to
    “commandeer” the Bridge’s access lanes and to
    divert the wage labor of the Port Authority
    employees used in that effort. We disagree. The
    realignment of the toll lanes was an exercise of
    regulatory power—something this Court has
    already held fails to meet the statutes’ property
    requirement. And the employees’ labor was just
    the incidental cost of that regulation, rather than
    itself an object of the officials’ scheme. 55
    In reversing the convictions, the Court emphasized that
    “the loss to the victim [cannot be] only an incidental byproduct
    of the scheme.”56 The Court reasoned that such a rule is
    necessary to ensure that the property fraud statutes do not make
    a federal crime of every deceit. 57
    ii.      Appellants’ Scheme
    Kelly and Cleveland instruct that when the victim’s
    damages are incidental to the object of the fraudulent scheme
    (i.e., toll worker labor costs in Kelly and fees associated with
    issuing licenses in Cleveland), there is an insufficient property
    interest to sustain a wire fraud conviction. Appellants rely on
    this line of cases to argue that any loss by PennDOT here
    cannot be classified as pecuniary because, as we have
    explained, PennDOT received the repairs it paid for. This
    argument ignores the Supreme Court’s explicit declaration to
    the contrary. The Court has unambiguously held that there
    could have been no fraud in those cases unless “an object of
    the[] dishonesty was to obtain the [government]’s money or
    property.”58 Here, obtaining the government’s money or
    55
    Id. at 1568–69 (citation omitted).
    56
    Id. at 1573.
    57
    Id. at 1573 n.2 (“Without that rule, . . . even a practical joke
    could be a federal felony.”).
    58
    Id. at 1568.
    13
    property was precisely the object of Appellants’ fraudulent
    scheme.
    Put simply, Appellants set out to obtain millions of
    dollars that they would not have received but for their
    fraudulent misrepresentations. Depriving PennDOT of DBE
    performance was incidental to that scheme. A hypothetical
    employed by the Supreme Court in Kelly illustrates this point.
    There, the Court explained that “a city parks commissioner
    induc[ing] his employees into doing gardening work for
    political contributors” would meet the federal fraud statute’s
    property requirement since “[t]he entire point of the fraudsters’
    plans was to obtain the employees’ services” and “[a]
    government’s right to its employees’ time and labor . . . can
    undergird a property fraud prosecution.”59 Likewise, the
    “entire point” of Appellants’ scheme was to obtain PennDOT’s
    money.
    In contrast, consider another example set forth by the
    Seventh Circuit Court of Appeals in United States v. Walters.60
    Suppose “A [e-mails] B an invitation to a surprise party for
    their mutual friend C. B drives his car to the place named in the
    invitation [thus expending the cost of gasoline]. But there is no
    party; the address is a vacant lot; B is the butt of a joke.” 61 Wire
    fraud? No. The victim’s loss in this scenario was merely
    incidental to the scheme which, on its own, cannot sustain a
    wire fraud conviction. But that is not the case here.
    Although Appellants’ scheme could not have been
    consummated without falsely certifying the DBE participation,
    those false certifications were merely incidental to the true
    purpose of the fraudulent agreement—obtaining millions of
    dollars from PennDOT. Appellants’ attempts to have us
    exclusively fixate on the absence of a DBE would require us to
    ignore that the Court reversed the convictions in Skilling and
    Cleveland exactly because the object of the fraudulent schemes
    in those cases was something other than the government’s
    money. That the misrepresentations about DBE participation
    were not the objective of the scheme distinguishes this case
    59
    Id. at 1573.
    60
    
    997 F.2d 1219
     (7th Cir. 1993).
    61
    
    Id. at 1224
    .
    14
    from the “intangible interest” scenarios that were at the heart
    of the fraudulent schemes in Skilling and Kelly. PennDOT’s
    dollars establish the requisite property interest here, not the
    socially laudable objective of ensuring participation by a
    DBE.62
    Moreover, there was clearly a kickback here and thus
    economic harm sufficient to sustain wire fraud convictions.
    This is true even though the government does not allege
    economic net loss. The jury convicted the Defendants for
    paying Markias a 2.25% fee for acting as a pass-through.
    Unlike in McNally, here, the fee Markias received was the
    government’s money. 63 The money was not an amount
    62
    Though Appellants’ misrepresentations about DBE
    participation were collateral to their scheme, the importance
    of DBE programs more generally cannot be understated.
    DOT’s DBE program strives, in part, to prevent
    discrimination against DBEs in the award and administration
    of “DOT-assisted contracts” and to provide DBEs an equal
    opportunity to compete for such contracts. 
    49 C.F.R. § 26.1
    .
    The agency explicitly states that the initiative aims to
    “remedy ongoing discrimination and the continuing effects of
    past discrimination in federally-assisted highway, transit,
    airport, and highway safety financial assistance transportation
    contracting markets nationwide.” Disadvantaged Business
    Enterprise (DBE) Program, U.S. DEPARTMENT OF
    TRANSPORTATION, https://perma.cc/SGW8-HMET (last
    visited April 4, 2023). To that end, state and local recipients
    of DOT funding frequently ensure DBE participation in their
    contracts. For instance, 879 of the 1,402 contracts awarded by
    PennDOT in the second half of Fiscal Year 2020 required
    DBE participation. See Uniform Report of DBE
    Commitments/Awards and Payments, PENNSYLVANIA
    DEPARTMENT OF TRANSPORTATION, https://perma.cc/YD3N-
    DUWZ (last visited April 4, 2023).
    63
    McNally, 
    483 U.S. at
    360–61 (“[The state officers] received
    part of the commissions but those commissions were not the
    Commonwealth’s money. Nor was the jury charged that to
    convict it must find that the Commonwealth was deprived of
    control over how its money was spent. Indeed, the premium
    for insurance would have been paid to some agency, and what
    [the state officers] did was to assert control that the
    15
    PennDOT would have paid regardless of which contractor
    performed the work.
    In United States v. Wheeler,64 the Eleventh Circuit
    Court of Appeals found that a defendant’s “misrepresentations
    or fail[ure] to disclose information that a reasonable jury could
    find affected the nature of the bargain” may provide a basis for
    a wire fraud conviction.65 There, the defendants misled
    investors by misrepresenting their company’s “profits, its
    association with a famous executive and a globally recognized
    technology company, . . . a potential listing on a major stock
    exchange,” and their commissions. 66 The Court held that these
    misrepresentations involved “essential characteristics of the
    stock that would alter the nature of the bargain.” 67 Therefore,
    “the evidence provided a basis for a reasonable jury to
    conclude that [the defendants] schemed to defraud
    investors.”68 Here, PennDOT’s willingness to pay a premium
    to involve a DBE in the Projects establishes that DBE
    participation was an essential component of the contract.
    Without it, the nature of the Parties’ bargain would have been
    different. This is sufficient evidence to support a federal fraud
    conviction given all of the circumstances surrounding that
    misrepresentation and the millions of dollars it caused
    PennDOT to pay to Appellants.69
    Amici caution that our holding today “would turn
    essentially every purposeful breach of contract into a potential
    violation of the federal criminal property fraud statutes.”70 That
    argument inappropriately minimizes the nature of Appellants’
    Commonwealth might not otherwise have made over the
    commissions paid by the insurance company to its agent.”).
    64
    
    16 F.4th 805
     (11th Cir. 2021).
    65
    
    Id. at 820
    .
    66
    
    Id.
    67
    
    Id.
    68
    
    Id. at 821
    .
    69
    To be sure, we do not suggest that without the premium
    PennDOT paid for the Projects, the government would have
    been unable to establish wire fraud. Even without the
    premium, Appellants’ primary fraudulent objective to obtain
    PennDOT’s funds remains.
    70
    Amici Br. at 4.
    16
    scheme. Again, Appellants did not merely scheme to deprive
    PennDOT of the contractual requirement of DBE participation.
    Rather, they schemed to have PennDOT pay them millions of
    dollars that they were clearly not entitled to given their material
    breach of the contracts. Thus, to the extent that Amici raise a
    valid concern, the concern is with the text of the statute and the
    Supreme Court’s interpretation of it, not its application to
    Appellants’ actions. As noted above, Congress intended for §
    1343 to criminalize “any scheme or artifice to defraud, or for
    obtaining money or property by means of false or fraudulent
    pretenses, representations, or promises.”71 If “any” is to be read
    out of the statute, as is required by Amici’s argument, that must
    be by congressional initiative, not by this Court.
    Finally, we note that, contrary to Appellants’ assertions,
    the disputed contracts themselves do indeed constitute
    “property.” We have previously concluded that “to determine
    whether a particular interest is property for purposes of the
    fraud statutes, we look to whether the law traditionally has
    recognized and enforced it as a property right.”72 It is well
    settled that “the privilege of contracting is a property right,
    without which there cannot be full and free use and enjoyment
    of property.” 73 Our holding today falls squarely within the
    historic understanding of traditional forms of “property.” We
    merely acknowledge that tens of millions of dollars constitutes
    property.
    Appellants secured PennDOT’s money using false
    pretenses and the value PennDOT received from the partial
    performance of those painting and repair services is no defense
    to criminal prosecution for fraud.74
    B. Jury Instructions
    71
    
    18 U.S.C. § 1343
     (emphasis added).
    72
    United States v. Henry, 
    29 F.3d 112
    , 115 (3d Cir. 1994).
    73
    Adinolfi v. Hazlett, 
    88 A. 869
    , 870 (Pa. 1913); see also U.S.
    Tr. Co. of N.Y. v. New Jersey, 
    431 U.S. 1
    , 19 n.16 (1977)
    (explaining that “[c]ontract rights are a form of property”).
    74
    Based on the foregoing, we need not address Appellants’
    argument regarding the false statement convictions.
    17
    Appellants next argue that the District Court erred in its
    jury instructions when it “permitted conviction on multiple
    invalid theories of ‘property fraud,’ none of which required
    proof of economic harm.”75 Where, as here, a party has
    properly objected to a jury instruction, “we exercise plenary
    review to determine whether the instruction misstated the
    applicable law.”76 Appellants specifically take issue with the
    following instructions:
    Property for purposes of wire fraud is defined to
    include money, property rights, or both.
    Deprivation of a property right may include
    depriving an agency of a fundamental basis of its
    bargain. An agency has a property right to
    purchase goods and services in the open market.
    Furthermore, contract rights can be considered
    property rights for purposes of wire fraud. An
    agency may be deprived of its contract rights if a
    defendant misuses money given to it under a
    contract. If an agency intends to enable a DBE
    to provide services, a defendant promises that a
    DBE will provide those services, but no such
    services are rendered under the contract, you
    may find the loss of property. Deprivation of
    property may also include loss of money based
    on services paid for that an agency did not
    receive.77
    Appellants contend that the instructions were faulty
    because they did not “require[] the ‘economic harm’ that
    characterizes a property deprivation; [or the] proof that the
    scheme contemplated obtaining property of which the victim
    was deprived.”78 The crux of their argument rests on Kelly’s
    reasoning “that interfering with a government’s allocation of
    resources—‘its prerogatives over who should get a benefit and
    who should not’—is not property fraud.”79 While this is true,
    75
    Kousisis Opening Br. at 13.
    76
    Franklin Prescriptions, Inc. v. New York Times Co., 
    424 F.3d 336
    , 338 (3d Cir. 2005).
    77
    A3473–74.
    78
    Kousisis Opening Br. at 62.
    79
    Id. at 65 (quoting Kelly, 
    140 S. Ct. at 1572
    ).
    18
    as explained above, interfering with a victim’s property (i.e.,
    obtaining a contract and thereby money) by means of false and
    fraudulent representations constitutes property fraud.80
    Appellants’ insinuation that the District Court’s
    instructions equated credits towards DBE participation with
    property is therefore incorrect. The Court instructed the jury
    that “[d]eprivation of a property right may include depriving
    an agency of a fundamental basis of its bargain.”81 It also
    correctly stated the applicable law when it noted that contract
    rights are traditionally understood to be property rights, and
    there is no question that breach of a material term in a
    contract—a fundamental basis of a bargain 82—by fraudulent
    means results in economic harm to the victim and deprives that
    victim of her property rights.83 Here, PennDOT was partially
    deprived of the benefit of its bargain when it paid the full
    contract price because of a false pretense. As we have
    explained, PennDOT’s receipt of material components of the
    80
    Kousisis claims that the District Court erred by not
    providing the jury with an instruction that the victim must
    have suffered a net economic loss. He argues that
    dispensing with this instruction “permitted conviction on
    the very ‘unauthorized use’ theory Kelly rejected.” Kousisis
    Opening Br. at 65. While economic harm is required for wire
    fraud, economic loss is not. See supra, Section II(A)(ii). Also,
    Kousisis waived this argument at trial by only objecting to the
    property definition of wire fraud. In any event, the District
    Court’s decision not to provide the jury with a loss instruction
    was not plain error.
    81
    A3473.
    82
    See Nagle, 
    803 F.3d at 182
     (“They did not receive the
    entire benefit of their bargain, in that their interest in having a
    DBE perform the work was not fulfilled, but they did receive
    the benefit of having the building materials provided and
    assembled.”).
    83
    See Gillard v. Martin, 
    13 A.3d 482
    , 487 (Pa. Super. Ct.
    2010) (“When one party commits a material breach of
    contract, the other party [may] . . . elect to keep the contract
    in force, declare the default only a partial breach, and recover
    those damages caused by that partial breach . . . .”) (quoting
    13 Williston on Contracts § 39:32, 4th ed.).
    19
    contract does not negate the fact that the contract was based on
    fraudulent misrepresentations that triggered payment of
    millions of dollars that would not have been paid absent the
    fraud.
    Appellants’ challenge to the jury instruction is further
    undermined by the fact that the District Court refused the
    government’s proposed instruction that would have allowed
    the jury to find “that DBE credits constitute property.” 84
    Indeed, the instruction the District Court ultimately gave did
    not turn on DBE “credits.” Rather, the Court instructed: if “a
    defendant promises that a DBE will provide those services, but
    no such services are rendered under the contract, you may find
    the loss of property.”85 Assuming arguendo that we agree with
    Kousisis’ contention that “services performed by a non-DBE
    have no less pecuniary value than otherwise-identical services
    performed by a DBE,”86 the misrepresentation here still
    resulted in the loss of millions of dollars. That is most certainly
    “property” as required by § 1343. Moreover, even if we also
    agreed that the entire contract was not property loss due to the
    satisfactory completion of the Philadelphia Projects, PennDOT
    still suffered some property loss because some of the money
    paid to Appellants was used to pay the kickback to Markias. 87
    The jury was instructed that contract rights are property
    rights. That is clearly correct. 88 “When one party commits a
    material breach of contract, the other party” may “declare the
    default only a partial breach and recover damages caused by
    that partial breach.”89 The DBE provision was a material
    84
    A3237, 3473–74.
    85
    A3473–74.
    86
    Kousisis Opening Br. at 66.
    87
    In McNally, the money was going to be used to purchase
    insurance regardless of the public official’s choices and the
    agency did not have control over that. See supra, note 63.
    Here, the breach of the DBE clause involved a fundamental
    basis of the bargain, and PennDOT did have control during
    the negotiations over whether it paid money for DBE
    services.
    88
    See Adinolfi, 88 A. at 870 (noting that the common law of
    Pennsylvania recognizes contract rights as property rights).
    89
    Gillard, 
    13 A.3d at 487
    .
    20
    component of these contracts.90 Accordingly, the jury
    instruction accurately explained that breach of that provision
    resulted in loss of property. And again, at the very least, the
    property here was the loss of the 2.25% fee “kicked back” to
    Markias.
    C. Loss Calculation
    Pursuant to Section 2B1.1(b) of the Sentencing Guidelines,
    the District Court considered the extent to which Appellants’
    base offense level should be adjusted to account for the
    government’s losses. It determined that their “ill-gotten
    profits”91 were the appropriate measure of loss. Appellants
    claim that this was error. “When the calculation of the correct
    Guidelines range turns on an interpretation of ‘what constitutes
    loss’ under the Guidelines, we exercise plenary review.”92
    As a threshold matter, we emphasize that the District
    Court had a very difficult and unenviable task in arriving at a
    loss determination because Appellants delivered the requested
    work, and the quality of the workmanship and materials is
    uncontested. Still, we conclude that the Court’s loss calculation
    was erroneous. The approach used by the District Court is
    inappropriate where, as here, the defrauded party contracted
    for work to be done by both DBE and non-DBE entities. That
    distinguishes this case from United States v. Nagle.93 Before
    we discuss the correct method of calculating the loss, it will be
    helpful to provide an overview of the applicable Sentencing
    Guidelines provisions and our decisions in Nagle.
    i.    Loss Calculation         Under    the    Sentencing
    Guidelines
    U.S.S.G. § 2B1.1 governs loss calculations for crimes
    involving fraud and deceit. Section 2B1.1(a) provides that the
    base offense level for crimes, “is either seven, if the offense
    has a maximum term of imprisonment of twenty years or more,
    90
    See supra, Section I(B).
    91
    A3721.
    92
    Nagle, 
    803 F.3d at 179
     (quoting United States v. Fumo, 
    655 F.3d 288
    , 309 (3d Cir. 2011)).
    93
    Id. at 170.
    21
    or six” if it is less. 94 Section 2B1.1(b)(1) allows for several
    adjustments to the base offense level, based on the amount of
    the victim’s loss. “As the loss increases, the offense level
    increases: for example, if the loss is more than $70,000, the
    court adds eight to the offense level; if the loss is more than
    $100 million, the court adds twenty-six to the offense level.” 95
    In United States v. Banks,96 we recently concluded that
    in calculating the loss under the Sentencing Guidelines, our
    focus is limited to the “actual loss” suffered by the victim.97
    “Actual loss” is defined as “the reasonably foreseeable
    pecuniary harm that resulted from the offense.”98 Additionally,
    Note 3(F)(ii) provides an alternative framework for measuring
    loss under the “government benefits rule”:
    In a case involving government benefits (e.g.,
    grants, loans, entitlement program payments),
    loss shall be considered to be not less than the
    value of the benefits obtained by unintended
    recipients or diverted to unintended uses, as the
    case may be. For example, if the defendant was
    the intended recipient of food stamps having a
    value of $100 but fraudulently received food
    stamps having a value of $150, loss is $50. 99
    Controlling precedent and the Sentencing Guidelines
    make clear that “[e]ven where value flows in both directions,
    94
    Id. at 179.
    95
    Id.
    96
    
    55 F.4th 246
     (3d Cir. 2022).
    97
    In Banks, we specifically considered the commentary in
    Application Note 3(A) of Section 2B1.1, which provides that
    loss is generally determined to be the greater of the actual
    loss or the intended loss. We noted that the Guidelines
    themselves make no reference to “intended” loss; rather, it is
    only mentioned in the commentary. 
    Id. at 257
    . We explained
    that standard dictionary definitions of “loss” only pertain to
    “actual loss.” 
    Id.
     at 257–58. As a result, we concluded that
    Note 3(A) “impermissibly expands the word ‘loss’ to include
    both intended loss and actual loss.” 
    Id. at 250
    .
    98
    § 2B1.1 cmt. n.3(A)(i).
    99
    § 2B1.1 cmt. n.3(F)(ii).
    22
    if it is not feasible to estimate with reasonable accuracy the
    victim’s loss…, [then] a sentencing court may look to the
    perpetrator’s gain as a surrogate for the victim’s loss.”100 In
    such situations where it is not feasible to estimate the victim’s
    loss, there must exist “some logical relationship between the
    victim’s loss and the defendant’s gain so that the latter can
    reasonably serve as a surrogate for the former.”101
    Moreover, Note 3(E)(i) allows for credits against the
    initial loss. It requires that the loss be reduced by “the fair
    market value of the property returned and the services
    rendered, by the defendant or other persons acting jointly with
    the defendant, to the victim before the offense was
    detected.”102
    ii.      United States v. Nagle
    In Nagle, Schuylkill Products Inc. (“SPI”) and CDS
    Engineers, Inc. (“CDS”) conspired with Marikina Engineers
    and Construction Corp. (“Marikina”) to be awarded
    government contracts. Neither SPI nor CDS was a DBE. 103
    However, the owner of Marikina was of Filipino descent and
    Marikina was a DBE-certified firm. 104 Pursuant to their
    arrangement, Marikina bid for subcontracts on government
    projects requiring DBE participation. 105 However, SPI and
    CDS “would perform all of the work on those contracts.” 106 In
    turn, SPI and CDS paid Marikina a fixed fee for its assistance
    in getting the subcontracts for them.107 Absent the fraudulent
    agreement with Marikina, SPI and CDS would not have been
    qualified to perform the subcontracts at issue. However,
    pursuant to their illicit agreement:
    SPI identified subcontracts that SPI and CDS
    100
    United States v. Dickler, 
    64 F.3d 818
    , 825–26 (3d Cir.
    1995); U.S.S.G. § 2B1.1 cmt. n.3(B).
    101
    Id. at 826.
    102
    § 2B1.1 cmt. n.3(E)(i).
    103
    Nagle, 
    803 F.3d at 172
    .
    104
    
    Id.
    105
    
    Id.
    106
    
    Id.
    107
    
    Id.
    23
    could fulfill, prepared the bid paperwork, and
    submitted the information to prime contractors in
    Marikina's name. SPI used stationery and email
    addresses bearing Marikina’s name to create this
    correspondence. It also used Marikina’s log-in
    information to access PennDOT’s electronic
    contract management system. CDS employees
    who performed construction work on site used
    vehicles with magnetic placards of Marikina’s
    logo covering SPI’s and CDS’s logos. SPI and
    CDS employees used Marikina business cards
    and separate cell phones to disguise whom they
    worked for. They also used a stamp of [the
    Marikina owner’s] signature to endorse checks
    from the prime contractors for deposit into SPI's
    bank accounts. Although Marikina's payroll
    account paid CDS’s employees, CDS
    reimbursed Marikina for the labor costs. 108
    Eventually, a jury in the Middle District of
    Pennsylvania found two owners of SPI and CDS guilty of,
    among other things, 11 counts of wire fraud in violation of §
    1343.109 At sentencing, the District Court concluded that
    “under Note 3(F)(ii) the amount of loss was the face value of
    the contracts Marikina received; and that the defendants were
    not entitled to a credit against the loss for the work
    performed.”110 The defendants appealed this loss calculation.
    On appeal (“Nagle I”), we declined to explicitly decide
    whether the government benefits rule under Note 3(F)(ii)
    applies in DBE procurement fraud cases. Instead, we held that
    in such cases, regardless of whether Note 3(A) or 3(F)(ii) is
    used to determine the initial loss, the actual loss is calculated
    by subtracting the fair market value of the services rendered
    from the face value of the contracts (i.e., the credits against the
    loss).111 In doing so, we stated that “[i]f possible and when
    108
    Id.
    109
    Id. at 173.
    110
    Id. at 174.
    111
    Id. at 180 (“We need not decide whether the DBE program
    is a ‘government benefit’ and, therefore, whether Note 3(A)
    or Note 3(F)(ii) applies; we conclude that under either
    24
    relevant, the District Court should keep in mind the goals of
    the DBE program that have been frustrated by the fraud.”112
    We then remanded the matter to the District Court for
    resentencing consistent with that guidance.
    On remand, the District Court was mindful of the crucial
    goals of the DBE program. It found that SPI and CDS
    erroneously “earned a profit and formed or strengthened
    valuable industry connections” in place of a true DBE. 113
    Therefore, the District Court concluded that “the amount of
    profits diverted from legitimate DBEs” was the correct
    measure of the loss.114 There, that was the entire amount of the
    contract because there was no DBE involvement and SPI and
    CDS performed all work under the contract.115 The defendants
    again appealed, asserting that the final loss amount should have
    been zero because ‘“the fair market value of the services
    rendered is by definition the stated contract price,’ and that
    such measure necessarily includes any profits accruing to [the
    defendants], as the service provider.” 116
    In the second appeal (“Nagle II”), we affirmed the
    District Court’s decision, albeit in a non-precedential opinion.
    We held that it was appropriate for the District Court to use the
    defendants’ wrongly obtained profits as the measure of loss,
    particularly because “other measures for loss in this case
    [were] unduly complex to calculate.”117 In making this
    application note, the amount of loss [the defendants] are
    responsible for is the face value of the contracts Marikina
    received minus the fair market value of the services they
    provided under the contracts.”).
    112
    Id. at 183.
    113
    United States v. Nagle, No. 1:09-CR-384, 
    2015 WL 7710467
    , at *4 (M.D. Pa. Nov. 30, 2015), aff'd, United States
    v. Nagle, 
    664 F. App'x 212
     (3d Cir. 2016).
    114
    
    Id. at *5
    .
    115
    The District Court concluded that “the amount of loss for
    each defendant in this case equals the amount of profits
    diverted from legitimate DBEs as a result of the fraudulent
    contracts at issue .…” 
    Id.
    116
    Nagle, 664 F. App'x at 215 (citation omitted).
    117
    Id. at 216.
    25
    determination, we partly relied on Section 2B1.1 Note 3(B).118
    iii.   The Instant Appeal
    Here, the District Court similarly explained that the
    actual loss to the government from breach of the DBE
    provision in the Philadelphia Projects’ contracts was not
    measurable at the time of sentencing. In accordance with Note
    3(B), it also concluded that Alpha’s “ill-gotten profits”
    represent an appropriate measure of loss. After applying the
    applicable taxes to Alpha’s profits, the District Court imposed
    a 20-point sentencing enhancement under Section 2B1.1(b)(1),
    which corresponds to a loss between $9.5 million and $25
    million.
    At the outset, we again stress that the District Court had
    an unenviable task in calculating the loss here and we
    commend the Court on its effort to apply Nagle’s teachings to
    this situation without minimizing the economic and communal
    harm that resulted from the lack of DBE participation.
    Although the Nagle defendants and the Defendants here
    both committed DBE fraud, the nature of the fraud differs in a
    material way. In Nagle, PennDOT and the Southeastern
    Pennsylvania Transportation Authority (“SEPTA”) contracted
    for a DBE to perform the entire [sub]contract that was actually
    performed by SPI and CDS. PennDOT and SEPTA neither
    intended nor anticipated that SPI or CDS would receive any
    benefit or compensation pursuant to the contracts in Nagle.
    Thus, the Nagle defendants usurped all the profit intended for
    a DBE, as well as the business contacts and experience that
    could have better positioned a DBE to be a successful bidder
    on future contracts. Accordingly, on remand in Nagle, the
    District Court correctly concluded that the government’s loss
    consisted of all the profits purportedly due under the contracts
    at issue.
    However, in this case, PennDOT never intended to have
    the DBE perform the entire contract. Rather, it understood that
    118
    Note 3(B) states: “The court shall use the gain that resulted
    from the offense as an alternative measure of loss only if
    there is a loss but it reasonably cannot be determined.”
    26
    a DBE would provide paint supplies. The rest of the work was
    to be performed by Alpha.119 Specifically, the government
    understood that Alpha would play a major role in rehabilitating
    the Girard Point Bridge and the 30th Street Train Station and
    that contractual undertaking was part of the bargain.
    In attempting to determine the amount of loss at
    sentencing, the District Court rightly reasoned that “[a]s a
    result of Alpha’s deception, the DBE program provided profit
    opportunities to entities not entitled to them.” 120 We do not
    trivialize this. Nevertheless, Alpha always stood to lawfully
    profit from the work that it was contractually obligated to
    perform. All its gains were not “ill-gotten,” nor did its
    involvement frustrate the objectives of the contract to the
    extent that the involvement of SPI and CDS frustrated the
    objectives of the contracts in Nagle. Thus, it cannot fairly be
    said that the government’s loss here equals Alpha’s profits.
    Nagle I established that loss is calculated by taking the
    full face value of the contract and deducting the fair market
    value of the services rendered. 121 There, we determined that,
    irrespective of whether Notes 3(A) and 3(F)(ii) apply, the
    resulting initial loss is the same. However, we now expressly
    hold that the government benefits rule under Note 3(F)(ii) does
    not apply to DBE procurement fraud cases such as the one
    here.122
    119
    We recognize that the Projects also required performance
    from Liberty, Buckley, and Cornell. However, we focus our
    discussion on Alpha (and Kousisis), as it is the entity directly
    involved in this appeal.
    120
    A3720–21.
    121
    Nagle, 
    803 F.3d at 183
    .
    122
    There is a circuit split regarding whether the government
    benefits rule extends to fraud in DBE (or similar special
    procurement) programs. On one hand, the Fourth, Seventh,
    and Eleventh Circuits have found that the rule does apply
    here. See United States v. Brothers Constr. Co. of Ohio, 
    219 F.3d 300
    , 317–18 (4th Cir. 2000); United States v. Leahy, 
    464 F.3d 773
    , 789–90 (7th Cir. 2006); United States v. Maxwell,
    
    579 F.3d 1282
    , 1306 (11th Cir. 2009). Notably, the Eleventh
    Circuit concluded that the rule applies because the “primary
    purpose” of such “affirmative action programs” is “to help
    27
    The government benefits rule contemplates situations
    where the benefit of the bargain was, essentially, unilateral.
    Note 3(F)(ii) uses food stamps as an example, explaining that
    “if the defendant was the intended recipient of food stamps
    having a value of $100 but fraudulently received food stamps
    having a value of $150, [the] loss is $50.” Procurement
    contracts are different. Here, the government is not just
    bestowing a benefit. Rather, it expects something in return for
    its payment. It expects, and is entitled to, a repaired bridge,
    highway, etc. “The mere fact that a government contract
    furthers some public policy objective apart from the
    government’s procurement needs is not enough to transform
    the contract into a ‘government benefit’ akin to a grant or an
    entitlement program payment.”123
    With the application of Note 3(F)(ii) excluded, the
    remaining loss calculation analysis in Nagle I becomes our
    guide. There, we observed:
    the amount of loss [the defendants] are
    responsible for is the value of the contracts
    Marikina received less the value of performance
    on the contracts—the fair market value of the
    raw materials SPI provided and the labor CDS
    provided to transport and assemble those
    materials.124
    Here, Alpha represented that Markias would receive up
    small minority-owned businesses develop and grow.”
    Maxwell, 
    579 F.3d at 1306
    ; accord United States v. Leahy,
    
    464 F.3d 773
    , 789–90 (7th Cir. 2006). On the other hand, the
    Fifth, Sixth, and Ninth Circuits reached the opposite
    conclusion, finding that the contracts at issue in procurement
    fraud cases are unlike the benefits named in Note 3(F)(ii)—
    “grants, loans, [and] entitlement program payments.” See
    United States v. Harris, 
    821 F.3d 589
    , 604 (5th Cir. 2016);
    United States v. Kozerski, 
    969 F.3d 310
    , 313–14 (6th Cir.
    2020); United States v. Martin, 
    796 F.3d 1101
    , 1109–10 (9th
    Cir. 2015). We agree with the latter group of our sister courts.
    123
    Harris, 
    821 F.3d at 604
    .
    124
    Nagle, 
    803 F.3d at
    180–81.
    28
    to $1,700,000 for the 30th Street Train Station Project and
    $4,689,000 for the Girard Point Project, totaling roughly $6.4
    million. This $6.4 million payment thus becomes the
    appropriate “starting point” for a loss determination here. 125
    The record before us does not indicate whether the $6.4 million
    that Alpha agreed to pay Markias is inclusive of the 2.25%
    kickback fees paid to the firm. On remand, the District Court
    may conduct additional fact-finding to gauge whether the
    kickbacks should be added to the $6.4 million for the purposes
    of measuring the loss.
    Furthermore, pursuant to Nagle I, the $6.4 million must
    be offset by the fair market value of the services rendered.
    Here, that is the fair market value of the non-DBE-provisioned
    paint supplies.126 The actual cost of the paint supplies needed
    to complete the projects pursuant to these contracts is also best
    determined by the District Court in the first instance. We
    therefore vacate Kousisis’ sentence and remand this matter to
    the District Court to recalculate the loss consistent with this
    opinion. Though likely imperfect, the amount reached after the
    offset is a “reasonable estimate of the loss.” 127 This satisfies the
    Sentencing Guidelines’ requirements.128
    125
    Indeed, Alpha expressly indicated that Markias would
    receive $6.4 million. Therefore, this figure is the actual
    “price” that PennDOT “gave up” for the DBE component of
    the contract. See 
    id. at 180
     (explaining that “the defrauded
    parties—the transportation agencies—gave up the price of the
    contracts and received the performance on those contracts.”).
    126
    It is theoretically possible to measure the loss by the
    difference between Alpha-Liberty’s bids and the next lowest
    bid on the Philadelphia Projects. Presumably, the difference
    between these figures may better reflect the cost of genuine
    DBE program compliance (and thus the government’s
    pecuniary loss). However, that approach invites speculation
    because there is no way of knowing the extent (if any) that
    other bids may have been inflated by sham DBE participation
    or other factors.
    127
    § 2B1.1 cmt. n.3(C).
    128
    To be sure, we foresee a potential scenario where
    Appellants contend on remand that the fair market value of
    the paint supplies services rendered is equal to the face value
    of the DBE-designated portion of the contracts (such that the
    29
    We hasten to add, however, that the District Court need
    not cast a “blind eye” on the full extent of the loss occasioned
    by this fraud if the aforementioned metric is deemed
    inadequate to capture the real harm. As the District Court noted
    at sentencing, and as we stated in Nagle I: “[t]he DBE program
    allows true DBEs to form lasting relationships with suppliers,
    labor, and the broader industry; those relationships are things
    received and retained as a result of the program.”129 This not
    only benefits the individual DBE. It also benefits the
    contracting governmental entity by positioning DBEs to
    compete for future contracts, thereby enlarging and enriching
    the universe of potential bidders. This communal benefit also
    has positive implications for future contracts and the market
    forces underlying the bidding process. The District Court
    should therefore feel free to exercise its discretion to impose a
    reasoned and appropriate upward variance if the loss
    calculation understates the loss resulting from Appellants’
    crimes. Indeed, as the Ninth Circuit Court of Appeals
    highlighted in Martin, “district courts have the ability to base
    an upward variance on a broader concept of harm than the
    Guidelines contemplate.” 130 Certainly, “[n]othing in our ruling
    today is meant to limit district courts' discretion to depart or
    vary from the Guidelines in appropriate cases, but a sentence
    must begin with a proper calculation of the Guidelines
    sentencing range.”131
    D. Forfeiture
    Lastly, we consider Alpha’s argument that the District
    Court erred in ordering forfeiture of the entire profit amount
    on the contracts; more specifically, we consider whether that
    order was constitutionally excessive. 132
    final loss amount is zero). We doubt that this holds true,
    particularly because the face value of the subcontracts likely
    factored in Markias’ kickbacks, in addition to the actual cost
    of the paint supplies and the true vendors’ profits.
    129
    Nagle, 
    803 F.3d at 181
    .
    
    130 Martin, 796
     F.3d at 1111–12.
    131
    
    Id. at 1112
    .
    132
    Alpha’s assertion that the forfeiture order violates the
    Eighth Amendment is a question of law subject to plenary
    30
    The Court sentenced Alpha to five years of probation, a
    $4,400 special assessment, and a $500,000 criminal fine. The
    government also sought criminal forfeiture of Alpha’s wire
    fraud proceeds under 
    28 U.S.C. § 2461
    (c) through the civil
    forfeiture provision, 
    18 U.S.C. § 981
    , which does not require
    any special circumstances as a prerequisite to forfeiture for
    wire fraud crimes. 133 The District Court imposed forfeiture of
    $10,906,553, representing one-half of the $21,813,106 gross
    profits received by Appellants from the Philadelphia Projects.
    As a preliminary matter, the Parties dispute the burden
    of persuasion under the Court’s forfeiture order. We now
    clarify that the government must prove its forfeiture allegations
    by a preponderance of the evidence. As we explained in United
    States v. Voigt,134 the reason the government is held to a higher
    burden in RICO cases is because RICO’s forfeiture provisions
    are unprecedented in their nature and breadth, “sweep[ing] far
    more broadly than the elements of the substantive RICO
    offense itself.”135 Therefore, “since the identity and extent of
    property subject to forfeiture will not have been addressed in
    the course of proving the substantive RICO charge, a
    reasonable doubt burden of persuasion ensures greater
    accuracy in determining the scope of property subject to
    forfeiture.”136 That reasoning does not apply to prosecutions
    for mail or wire fraud.
    Similar to the money laundering charge in Voigt,
    Alpha’s wire fraud conviction entitles the government only to
    property which represents or is “traceable to” the fraudulent
    activity.137 “Unlike the RICO context, we have no reason to
    doubt that the amount of the transaction that forms the basis of
    a substantive [wire fraud] offense . . . will have been proved
    review. United States v. Various Computs. & Comput. Equip.,
    
    82 F.3d 582
    , 589 (3d Cir. 1996).
    133
    § 2461(c) integrates § 981 into criminal proceedings. See
    United States v. Contorinis, 
    692 F.3d 136
    , 145 n.2 (2d Cir.
    2012).
    134
    
    89 F.3d 1050
     (3d Cir. 1996).
    135
    
    Id. at 1084
    .
    136
    
    Id.
    137
    
    Id. at 1082
    .
    31
    beyond a reasonable doubt at trial.”138 Thus, a preponderance
    of the evidence burden is appropriate in evaluating forfeiture
    for wire fraud. The District Court applied the correct test.
    Under § 981(a)(1)(C), when a person is convicted of
    violating § 1343, the District Court is directed to order the
    forfeiture of “[a]ny property, real or personal, which
    constitutes or is derived from proceeds traceable to” the wire
    fraud, as well as a conspiracy to commit the wire fraud under
    § 1349.139
    To its credit, here, the District Court realized that its
    forfeiture order may be disproportionate to the gravity of the
    wire fraud offenses that forfeiture is designed to punish. The
    Court stated:
    I’m going to sign this forfeiture order, but I do
    encourage the government to take heed of what I
    have said here today, which is in essence that it
    would not behoove society at large or the
    individuals who work at Alpha to do anything
    that would result in closure of the company. And
    I know that there is flexibility in terms of
    obtaining forfeiture funds, and I encourage the
    government to exercise that flexibility. 140
    The outer limits of forfeiture orders are circumscribed
    by the Eighth Amendment’s prohibition of excessive fines.141
    A civil penalty violates the Excessive Fines Clause if it is
    “grossly disproportional to the gravity of the defendant’s
    138
    Id. at 1084.
    139
    In particular, § 981(a)(1)(C) directs the forfeiture of
    property traceable to “specified unlawful activity” as defined
    in 
    18 U.S.C. § 1956
    (c)(7). Under § 1956(c)(7)(A), “specified
    unlawful activity” encompasses “any act or activity
    constituting an offense listed in Section 1961(1) of this title.”
    This includes wire fraud under § 1343.
    140
    A3848.
    141
    See United States v. Bajakajian, 
    524 U.S. 321
    , 327–28
    (1998); United States v. Cheeseman, 
    600 F.3d 270
    , 282–83
    (3d Cir. 2010) (applying Bajakajian to civil forfeiture).
    32
    offense.”142
    In United States v. Bajakajian, a defendant pled guilty
    to failing to report exported currency.143 The government
    sought forfeiture of the entire currency amount that the
    defendant failed to declare. 144 The Supreme Court held that,
    under the circumstances there, ordering forfeiture of the entire
    amount would violate the Excessive Fines Clause.145
    “According to the Court, the ‘touchstone of the constitutional
    inquiry . . . is the principle of proportionality: The amount of
    the forfeiture must bear some relationship to the gravity of the
    offense that it is designed to punish.’”146 The Bajakajian Court
    considered four factors (the “Bajakajian factors”) to analyze
    proportionality: (1) the essence of the crime and its relation to
    other criminal activity; (2) whether the defendant fits into the
    class of persons for whom the statute was principally designed;
    (3) the maximum sentence and fine that could have been
    imposed; and (4) the nature of the harm caused by the
    defendant’s conduct. 147
    Although the District Court here presciently
    acknowledged the potential impact of its forfeiture order on
    Alpha’s employees, it neither applied the Bajakajian factors
    nor made factual findings regarding them.148 Although we
    could theoretically evaluate some of these factors based on this
    record (such as the maximum sentence and fine that could have
    been imposed), we think it’s better for the factors to be applied
    by “the district courts in the first instance.” 149 Accordingly, we
    will also vacate the forfeiture order and remand to the District
    Court for consideration of the Bajakajian factors.
    142
    
    Id. at 337
    .
    143
    
    Id.
     at 324–25.
    144
    
    Id. at 326, 344
    .
    145
    
    Id. at 324
    .
    146
    Cheeseman, 
    600 F.3d at 283
     (quoting Bajakajian, 
    524 U.S. at 334
    ).
    147
    See Bajakajian, 
    524 U.S. at
    337–39.
    148
    See Cooper Indus., Inc. v. Leatherman Tool Grp., Inc., 
    532 U.S. 424
     (2001) (considering the Eighth Amendment’s
    prohibition against excessive fines in the context of a
    damages award against a company).
    149
    Bajakajian, 
    524 U.S. at 336
    .
    33
    III.   Conclusion
    For the foregoing reasons, we will affirm Kousisis and
    Alpha’s convictions under 
    18 U.S.C. §§ 1343
     and 1349. We
    also will not disturb the District Court’s jury instructions.
    However, we will reverse the District Court’s loss calculation
    and remand for resentencing. We will also vacate the District
    Court’s forfeiture order and remand for additional
    consideration consistent with this opinion.
    34