United States v. Cirilo Madrid ( 2015 )


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  •      Case: 13-50414      Document: 00513091274         Page: 1    Date Filed: 06/24/2015
    IN THE UNITED STATES COURT OF APPEALS
    FOR THE FIFTH CIRCUIT
    No. 13-50414
    United States Court of Appeals
    Fifth Circuit
    FILED
    June 24, 2015
    Lyle W. Cayce
    UNITED STATES OF AMERICA,                                                   Clerk
    Plaintiff - Appellee
    v.
    CIRILO CHILO LARA MADRID,
    Defendant - Appellant
    Appeal from the United States District Court
    for the Western District of Texas
    USDC No. 3:11-CR-3020
    Before KING, DENNIS, and CLEMENT, Circuit Judges.
    PER CURIAM:*
    Cirilo “Chilo” Lara Madrid appeals his criminal conviction and sentence
    after a jury found him guilty of conspiring to defraud the United States by
    procuring federal program funds through false pretenses and bribing an agent
    of a local government, in violation of 18 U.S.C. §§ 371, 666(a)(1)(A), (a)(2)
    * Pursuant to 5TH CIR. R. 47.5, the court has determined that this opinion should not
    be published and is not precedent except under the limited circumstances set forth in 5TH
    CIR. R. 47.5.4.
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    No. 13-50414
    (Count 1); bribery of an agent of local government, in violation of 18 U.S.C. §
    666(a)(2) (Count 2); and conspiracy to commit mail fraud in violation of 18
    U.S.C. §§ 1341, 1346, 1349 (Count 3). Madrid was sentenced to 60 months in
    prison on Count 1, 120 months on Count 2, and 180 months on Count 3, all to
    run concurrently. The district court additionally ordered that Madrid pay
    $514,000 of restitution and, after a forfeiture hearing, ordered forfeiture of the
    proceeds of the conspiracy pursuant to 18 U.S.C. § 981(a)(1).
    On appeal, Madrid contends that the district court erred in denying two
    pretrial motions: (1) his motion to dismiss on speedy trial grounds; and (2) his
    motion to compel production of the grand jury transcripts, which he alleges
    would reveal prosecutorial misconduct that may warrant dismissal of the
    indictment. Madrid also contends that the evidence was insufficient as to all
    three counts of conviction, that Count 2 was time-barred, that the district court
    made various erroneous rulings throughout trial regarding the admission or
    exclusion of evidence, that the judge improperly instructed the jury on
    conspiracy liability, and that the cumulative error doctrine requires reversal
    of his conviction. With regard to his sentence, Madrid asserts that the district
    court erroneously enhanced his criminal offense level under various provisions
    of the United States Sentencing Guidelines (U.S.S.G.), that his sentence is
    substantively unreasonable, and that the restitution and forfeiture orders
    imposed were founded upon clearly erroneous findings of fact.
    We AFFIRM Madrid’s convictions and sentences.
    I.
    A. Background
    The criminal charges against Madrid all stem from his involvement in a
    six-year, approximately nine-million-dollar federal contract granted to El Paso
    County, Texas, to provide services to children with severe mental health
    2
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    problems and emotional disturbances.           An El Paso collective entitled the
    Border Children’s Mental Health Collaborative (“the Collaborative”) sought
    and obtained a grant from the Substance Abuse and Mental Health Services
    Administration (SAMHSA), a federal agency within the United States
    Department of Health and Human Services, to implement and sustain a
    system of services to provide comprehensive mental health treatment to
    children within the local El Paso community. 1
    The SAMHSA grant required El Paso County to make contributions to
    help fund the Collaborative’s programming. The County’s contributions could
    be cash donations or “in-kind” contributions. The option for the provision of an
    in-kind contribution, such as, for example, the donation of office space or
    services, encouraged the County to use its existing resources that had tangible
    value to support the Collaborative and its goals. The provision of cash or in-
    kind contributions allowed the County to “draw down” federal funds under a
    “matching” system. In other words, initially, SAMHSA provided the County
    with three dollars to “match” every one dollar of cash or one-dollar worth of in-
    kind services the County contributed towards the program. As each year
    passed, SAMHSA would gradually provide less funds per dollar contributed by
    the County so that the County would gradually move towards financial
    sustainability without federal funding.
    County Judge Dolores Briones was appointed as the “Principal
    Investigator” for the SAMHSA grant, which required her to oversee
    management of the grant.            Under Briones’s leadership, there was a
    “governance team,” also referred to as the “policy advisory group,” which
    functioned in a similar manner as a board of directors. The governance team
    1 Previously, children with severe mental health issues were treated at facilities
    outside El Paso County. The Collaborative sought to bring those children back to their
    community and to locally provide services to these children and their families.
    3
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    was led by Judge Alfredo Chavez. Madrid, formerly the executive director of
    Aliviane, Inc., a nonprofit substance-abuse program, was also a member of the
    governance team.
    In addition to the governance team, the Collaborative was contractually
    required to have an “evaluation team” tasked with collecting data and
    reporting on the children and families enrolled in the program to ensure that
    the Collaborative was producing positive results for its target group. The
    evaluation team was required to survey families and children about their
    experiences and outcomes after receiving services through the Collaborative’s
    program and to enter the collected data into a national database. A full-time
    evaluator with a Ph.D. or equivalent was required to manage the evaluation
    team. Further, SAMHSA required that the project have an “institutional
    review board” (IRB) approve its evaluation protocol. 2
    For the first three years of the Collaborative’s contract—between 2002
    and 2005—an organization called TriWest contracted with the County to carry
    out the evaluation team’s functions. Despite TriWest’s apparent success 3 in
    creating and implementing evaluation systems for the collaborative, in 2005,
    Judge Chavez expressed disappointment that TriWest had not created a
    2 An IRB is required to ensure that the confidentiality of the participants and their
    families is protected.
    3 Peter Selby, the co-principal of TriWest, testified that TriWest had experience
    successfully performing evaluation services for various grants conducted under SAMHSA in
    several states throughout the country. Selby testified that during the initial years of the
    Collaborative’s grant his team created, inter alia, a “logic model” which is a “schematic” as to
    how the program would work, a “review matrix” for evaluating proposals from the care
    management arm of the Collaborative, a fidelity monitoring system to track what occurred
    during the provision of services, as well as a cultural competency tool. Selby also testified
    that over 90% of the participants enrolled in the Collaborative’s program participated in
    TriWest’s voluntary evaluation services.
    4
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    sustainability plan 4 and, thereafter, directed that Requests for Proposal
    (RFPs) be issued to solicit bids for a new evaluation team contractor. 5
    The County received only two responses to the RFP—one from TriWest
    and one from LKG Enterpises, Inc.                 Ruben “Sonny” Garcia—Madrid’s
    codefendant who ultimately pleaded guilty and testified against Madrid—was
    the president and founder of LKG. Despite LGK’s limited experience working
    hands-on with children with serious emotional disturbances, its higher
    anticipated cost for provision of services as compared to TriWest’s, and the
    potential interruption of evaluation services caused by a change in contractors,
    LKG was awarded the contract. LKG’s contract provided that it would be paid
    $50,000 per month for evaluation services and that LKG would submit
    monthly in-kind contribution reports equal to the $50,000 cost of evaluation
    services at no additional cost to the Collaborative. Briones, as the “Principal
    Investigator” for the SAMHSA grant, signed the evaluation-service-provider
    contract between the County and LKG on November 1, 2005.
    When initially planning for the execution of LKG’s contract, Madrid
    suggested that Garcia speak with Jose Soria, the owner and sole employee of
    a corporation called Introspectives, Inc. 6 Garcia approached Soria about the
    4The Collaborative was required to develop a sustainability plan to ensure that when
    the federal funding would cease after six years, the County would have the systems and
    finances in place to continue the program. The evidence adduced at trial established that
    TriWest was not contractually obligated to create a sustainability plan and that, under the
    SAMHSA grant, it was ultimately the County’s responsibility. However, the evidence also
    suggested that LKG Enterprises, Inc., the evaluation team that took over the contract after
    TriWest, signed a contract indicating that they would create a sustainability plan.
    5Chavez’s directive to rebid for contractors circumvented the usual manner in which
    these decisions were made—namely, Chavez did not consult with or bring the issue to the
    attention of the governance team, nor were SAMHSA personnel timely notified that
    TriWest’s contract was terminated.
    6  Madrid, who Garcia had a long-standing professional relationship with, advised
    Garcia regarding various aspects of LKG’s work with the Collaborative from the beginning
    of this enterprise. For example, Garcia testified that he consulted with Madrid while he was
    preparing LKG’s response to the Request for Proposal.
    5
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    contract and sustainability plan for the Collaborative, and, ultimately, on
    December 6, 2005, Soria drafted a contract between Introspectives and LKG,
    with an agreed upon monthly flat fee of $10,000. The contract required Soria
    and his corporation, Introspectives, to conduct “quality insurance.” Soria was
    to provide, for example, “monthly reports, evaluation analysis, statistical
    comparative studies,” and conduct electronic research to determine “different
    avenues for financial sustainability.” On December 14, 2005, eight days after
    LKG and Soria executed their contract, Soria contracted with Madrid to assist
    with Introspective’s sustainability work.   The contract between Soria and
    Madrid provided that Madrid would perform “strictly sustainability” work in
    exchange for $150 an hour up to 100 hours a month, plus $500 per month for
    expenses.
    As discussed more fully below, the government’s evidence established
    that LKG did not perform on the contract, yet fraudulently represented via
    monthly invoices that it completed a total of $550,000 worth of work. As a
    result of LKG’s failure to uphold its contractual obligations, SAMHSA mailed
    Briones two letters in November 2006, informing her that the County had
    “materially failed to comply” with the terms of the grant, expressed concern
    about LKG’s high contract price, and warned that LKG must obtain and
    maintain compliance with its contractual obligations in order for the County
    to continue receiving SAMHSA funding. Ultimately, even after LKG proposed
    to significantly lower its fee, LKG’s evaluation team contract was not renewed
    the following year. The County instead awarded the contract to TriWest.
    B. The Bribe to Judge Briones
    In the three or four months after LKG secured the contract with the
    County, Garcia and Madrid met with Briones at different local restaurants
    approximately four times. Garcia testified that Madrid arranged for these
    6
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    meetings with Briones. During these meetings, Briones was “always asking”
    both of them for money for a new apartment and to help with the significant
    costs she was incurring to treat a serious health problem. Garcia testified that
    it was “obvious” to him that in return for providing Briones with money, she
    would support the renewal of LKG’s contract with the County.
    After meeting with Briones several times, Madrid told Garcia that they
    were going to meet with Jan Zavala, Briones’s longtime friend. Zavala met
    with Garcia and Madrid twice, during which, according to her testimony, both
    men talked but Madrid “did a lot of the talking.” As a result of these meetings,
    Zavala signed a contract with LKG to complete “analytical work” for $3,000 a
    month. Zavala agreed to provide $2,000 of each monthly payment to Briones
    and keep the remaining $1,000 for herself. Garcia and Zavala both testified
    that Zavala never actually provided any data analysis, yet accepted monthly
    checks for $3,000, providing $2,000 per month to Briones. Garcia testified that
    contracting with Zavala was “just a way to give money to Dolores Briones” in
    exchange for Briones’s support of the LKG contract. Garcia mailed these
    monthly checks, with one exception, 7 to Zavala.
    To corroborate Garcia’s and Zavala’s testimony, the government
    introduced       evidence     of   phone     logs    demonstrating       the    telephone
    communications between Madrid, Zavala, and Briones. The evidence indicated
    that Madrid received and returned multiple phone calls from Briones before
    and during the time LKG had the evaluation team contract with the County.
    The evidence additionally demonstrated that Madrid initiated contact with
    Zavala on December 19, 2005—around the time that Zavala agreed to accept
    the $3,000 monthly payments in order to funnel money to Briones. 8
    7   The final check, dated December 21, 2006, was hand-delivered to Zavala by Garcia.
    8The contract between Garcia and Zavala is dated November 1, 2005, but both Garcia
    and Zavala indicated that it was actually signed later than that. Precisely when Garcia and
    7
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    The government’s evidence additionally established the various efforts
    Briones made to apparently uphold her end of the deal and support LKG’s
    maintenance      and     renewal     of   the   contract     despite    the   company’s
    noncompliance. For example, Briones made fraudulent statements to the El
    Paso County Commissioners Court (“Commissioners Court”) regarding the
    work that LKG was conducting and misrepresented SAMHSA’s level of
    satisfaction with LKG’s provision of services. Specifically, the government
    presented the jury with recordings of Commissioners Court sessions in which
    Briones testified that the “Washington bunch was pleased” with LKG’s results
    when in fact, SAMHSA officials were quite concerned about the lack of
    evaluation activity. Similarly, Garcia testified that he and Madrid met with
    Briones after SAMHSA conducted a site visit and expressed their concern
    about LKG’s performance.           Garcia testified that he, Madrid, and Briones
    discussed how Briones could intervene and, subsequently, Garcia and Madrid
    helped Briones prepare a responsive letter to SAMHSA that was meant to
    paint LKG in a positive light, despite severe performance issues. Further,
    when Donna Teague, the grant supervisor for the Collaborative, told Garcia
    that she would not sign off on one of the monthly checks to LKG until he
    provided documentation of their work, Garcia responded that he would talk to
    Briones. Shortly thereafter, Briones called Teague and instructed her to sign
    off on the check to LKG. Teague complied, believing that Briones had the
    documentation to support the invoice. Garcia testified that Briones was
    expected to intervene on LKG’s behalf because of the money he and Madrid
    were providing her.
    Madrid met and contracted with Zavala is unclear from the record, but the evidence suggests
    it was sometime between November and December 2005 and was “around the holidays.”
    8
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    At the end of 2006, Briones decided not to run for reelection, and,
    ultimately, Anthony Cobos was elected to take her place. Garcia testified that
    around December 2006, Cobos told him that if Garcia wanted his support for
    LKG’s renewal of the contract, he would have to provide financial incentives.
    Thereafter, Madrid and Garcia, along with Soria and another individual, met
    with Cobos at a local restaurant and handed him envelopes of cash. Garcia
    testified that by paying Cobos this money, he expected to receive in return
    what they had received from Briones—support for renewal of the LKG
    contract. Madrid and Garcia subsequently met with Cobos at his private office
    to discuss contract renewal issues and thereafter helped Cobos prepare for the
    Commissioners Court session regarding LKG’s performance problems and
    possible contract renewal.
    C. Conspiracy to Defraud the United States
    The government presented evidence that LKG was noncompliant with
    various essential contractual obligations and effectively failed to complete any
    valuable work, yet received $50,000 monthly payments from the County by
    falsifying monthly invoices. The government’s evidence established that LKG
    failed to hire and maintain a full-time Ph.D. on staff, as required by the
    SAMHSA contract, and lacked access to an IRB from November 2005 until
    March of 2006. Without an IRB’s approval of its evaluation protocol, LKG was
    unable to submit data to the national database, as required under its contract.
    Accordingly, while an IRB was unavailable, children were provided services
    under the SAMHSA grant, but no corresponding data was collected or entered
    into the national database. After obtaining an IRB’s approval, LKG submitted
    evaluation reports indicating that it collected data on approximately 167
    children; however, Peter Selby, the co-principal of TriWest, testified that when
    TriWest returned as the evaluation team, as far as he and his team could see,
    9
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    no data had been entered by LKG. Likewise, in September of 2006, when
    SAMHSA conducted a site visit, Lisa Tomaka, who had recently resigned as
    the project director for the Collaborative, met with SAMHSA personnel to
    express her concerns that money was being provided to LKG without receipt
    of the agreed-upon services. Following the site visit, Michelle Herman of
    SAMHSA drafted a report indicating that there was an absence of evaluation
    activity data, writing that it appeared that “there was not much being done.”
    At trial, Herman testified that as of November 21, 2006, there had been no
    data collection since September 30, 2005.
    In addition to the lack of evaluation activity, the government’s evidence
    established that Madrid, who, through his contract with Introspectives, was
    hired to conduct sustainability work under LKG’s contract, failed to create the
    requisite “sustainability tool” and produced only a largely plagiarized
    sustainability report.      The sustainability report that Madrid ultimately
    provided to LKG, and that LKG in turn submitted to the Collaborative, was in
    large part copied from various publicly accessible Internet sources. Moreover,
    the sustainability “plans” included in Madrid’s report were duplicative of
    information already known to the Collaborative. Although Madrid failed to
    demonstrate that he produced the work contracted for, he submitted nearly
    identical invoices each month, representing without documentation that he
    completed precisely 53.33 hours of work. 9            As a result, Madrid received
    9  The government introduced Madrid’s work logs, which indicated that for nearly
    every month, Madrid purported to work precisely 53.33 hours each month, which yielded a
    $8,000 monthly fee. Madrid failed to provide any supporting documentation to verify the
    work he completed. Soria would nonetheless write a check to Madrid for however many hours
    he indicated he worked. Later, however, Soria tentatively testified that he “guess[ed]” he
    received the value of the work paid for.
    10
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    payments totaling $99,600 10 through his contract with Introspectives—nearly
    all of the $110,000 that LKG paid Introspectives.
    The evidence further established that Madrid and Garcia consistently
    made fraudulent representations regarding the in-kind contributions they
    provided. Tomaka testified that, during her tenure as project director, she
    reviewed LKG’s monthly invoices reporting that it completed $50,000 of in-
    kind contributions a month, and found that the invoices were devoid of any
    supporting documentation or verification of any in-kind services LKG alleged
    it provided. 11 LKG’s monthly invoices were each nearly identical, providing
    only that it furnished “professional services” and failed to establish that it
    actually contributed the in-kind services reflected in the invoices. In total,
    LKG represented that it provided in-kind services amounting to $550,000,
    without supporting documentation or data to substantiate the work it allegedly
    completed. The County relied upon LKG’s representations regarding its in-
    kind contributions to “draw down” federal funds for the program. 12 Likewise,
    Madrid’s in-kind logs, which Soria testified he never received, reflected that
    Madrid reportedly contributed exactly fifty hours of in-kind services each
    month, providing free work ten hours every Saturday of the month when there
    were five Saturdays in the month. When there were only four Saturdays in
    any given month, then Madrid’s logs indicated that he would work ten hours
    each Saturday, and an additional ten hours the last Sunday of the month.
    10   After taxes, Madrid was paid a net total of $77,471.20 from Introspetives.
    11 When Tomaka asked for the information, it would sometimes be provided to her
    verbally or via email. Tomaka testified that despite communication with LKG, she never
    received enough information to substantiate the invoices.
    In total, the County claimed $1 million of in-kind contributions. Accordingly, LKG’s
    12
    unsupported invoices provided for over half of the in-kind contributions reported to SAMHSA.
    11
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    Accordingly, each invoice reflected precisely $5,000 worth of volunteer in-kind
    services a month, without corresponding documentation or verification.
    In addition, the government established that Madrid made various
    fraudulent representations in order to support the continuance of the LKG
    contract. For example, in a session before the Commissioners Court, Madrid
    falsely indicated that LKG had negotiated an offer for a substantial cash
    donation from Dr. Rodolfo Arredondo, the then-chairman of the Texas
    Department of State Health Services, who purportedly offered to donate
    between $300,000 and $500,000 to the Collaborative. However, Dr.
    Arrendondo testified at trial that he never offered, and was not authorized to
    offer, payment to the Collaborative.
    Despite pervasive performance problems, by misrepresenting the work
    completed on monthly invoices, LKG received a total of $550,000 from the
    County under its contract. Based on the fees paid to LKG and the amount of
    LKG’s reported in-kind contributions that the County relied upon to draw
    down federal dollars, the evidence established that the County lost a total of
    $1,100,000 as a result of its contract with LKG.
    D. Madrid’s Defense
    After the close of the prosecution’s case, the defense unsuccessfully
    moved for a judgment of acquittal on all counts based on insufficiency of the
    evidence. The defense then called its only witness, FBI Special Agent Edward
    Dominguez.    Through Agent Dominguez, the defense admitted a recorded
    conversation between Briones and Madrid that took place on June 25, 2010,
    during which Briones was wearing a wiretap, unbeknownst to Madrid. Briones
    informed Madrid that Zavala was contacted by the FBI, and, thereafter,
    Madrid and Briones agreed to meet in El Paso. At this informal meeting, in
    response to Briones’s questioning about Zavala, Madrid stated to Briones that
    12
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    he “didn’t realize what the relationship was going to be between [Briones] and
    [Zavala]. . . . I was of the impression . . . that [Zavala] was crunching numbers.”
    At trial and in his briefs on appeal, Madrid relied upon this recorded statement
    to argue that there was insufficient proof that he was actually aware of the
    bribery scheme.
    After the conclusion of the eight-day jury trial, the jury convicted Madrid
    of all three counts. Madrid raises eighteen issues on appeal, which we address
    in turn.
    II.
    A. Pretrial Issues
    1. Speedy Trial
    Madrid contends that the district court erred by denying his motion to
    dismiss based on a purported Speedy Trial Act violation and that we, therefore,
    must vacate his conviction. We review the district court’s legal conclusions
    regarding the Speedy Trial Act de novo, while its findings of fact are reviewed
    for clear error. See United States v. Tannehill, 
    49 F.3d 1049
    , 1051 (5th Cir.
    1995).
    Under the Speedy Trial Act, the government must “commence” the trial
    against a defendant who has entered a plea of not guilty within “seventy days
    from the filing date (and making public) of the information or indictment, or
    from the date the defendant has appeared before a judicial officer of the court
    in which such charge is pending, whichever date last occurs.”           18 U.S.C.
    § 3161(c)(1). The Speedy Trial Act, however, accounts for the fact that some
    cases may require more time to prepare for trial. See generally Bloate v. United
    States, 
    559 U.S. 196
    , 203 (2010) (“[T]he Speedy Trial Act . . . excludes from the
    70–day period days lost to certain types of delay.”). “[T]o provide the necessary
    flexibility, the Act includes a long and detailed list of periods of delay that are
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    excluded in computing the time within which trial must start. . . . Much of the
    Act’s flexibility is furnished by § 3161(h)([7]), which governs ends-of-justice
    continuances.” Zedner v. United States, 
    547 U.S. 489
    , 497-98 (2006).                         An
    “ends-of-justice” continuance allows for the district court to toll the clock if it
    finds that “such action [serves the ends of justice and] outweigh[s] the best
    interest of the public and the defendant in a speedy trial.”                        18 U.S.C.
    § 3161(h)(7)(A).       When determining whether to grant an ends-of-justice
    continuance, the district court must consider various factors, including
    whether the case is “so unusual or complex, due to the number of defendants,
    the nature of the prosecution, or the existence of novel questions of fact or law,
    that it is unreasonable to expect adequate preparation for pretrial proceedings
    or for the trial itself within the time limits established by [the Act].” 18 U.S.C.
    § 3161(h)(7)(B)(ii).
    Here, the speedy trial clock began to run on January 1, 2012, 13 when the
    last codefendant in this multi-defendant case entered his waiver of
    appearance. See United States v. Franklin, 
    148 F.3d 451
    , 455 (5th Cir. 1998)
    (“[T]he speedy trial clock does not begin to run in a multi-defendant
    prosecution until the last codefendant makes his initial appearance in court.”).
    Madrid acknowledges that, shortly thereafter, on January 10, 2012, the
    government filed a motion to designate the case complex and toll the speedy
    trial clock. The district court undisputedly granted the government’s motion
    to designate the case as complex on January 31, 2012, via a “text-only order.”
    13 The district court’s order denying Madrid’s motion to dismiss on Speedy Trial
    grounds indicates that the January 1 date is undisputed; however, on appeal, Madrid
    contends that the clock commenced on January 5, 2012, and that the government contends
    it began on January 6, 2012. The disputed difference is immaterial here because we conclude,
    for the reasons stated herein, that the district court indefinitely tolled the speedy trial clock
    on January 31, 2012, at most thirty days after the clock commenced, and that, therefore,
    there was no Speedy Trial Act violation.
    14
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    The district court’s order is reflected in a January 31, 2012 docket entry that
    reads: “GRANTING 60 Motion to designate case complex.”
    Madrid contends below and on appeal that this “text-only” order was
    insufficient to actually toll the speedy trial clock because, pursuant to the
    district court’s docket sheet, the order only indicates that it granted the
    government’s motion to designate the case complex, and does not expressly
    grant the motion to toll the speedy trial clock. As such, he contends that the
    clock was never tolled and the district court’s order denying his motion to
    dismiss on Speedy Trial grounds erroneously “retroactively tried to
    characterize” the text order as an order that tolled the speedy trial clock.
    The district court rejected Madrid’s argument as “contrary to the plain
    language of the text order.” The district court explained that
    [t]he text order does not indicate that the Motion [] has been
    granted in part, or denied in part, but rather states that this is an
    ‘Order GRANTING 60.’ The number 60 is hyperlinked to the
    ‘Government’s Motion for Designation as Complex Case and
    Tolling of Speedy Trial Provision,’ docketed at ECP No. 60.” . . .
    The fact that the motion title is truncated [in the text-only order]
    holds no significance. To enter a text order, the Courtroom
    Deputy selects the relevant motion from the CM/ECF case docket,
    and then clicks on a disposition option, . . . [and then the] system
    automatically generates a text order entry, which includes
    information identifying the motion at issue.
    The district court thus found that the January 31 text-only order tolled the
    speedy trial clock until September 7, 2012, 14 when the court ordered a new
    14 Madrid alternatively contends that the government’s January 10 motion only
    sought tolling of the speedy trial clock to the next “docket call,” which was scheduled for
    February 3, 2012—just three days after the district court granted the government’s motion.
    Madrid points to the government’s proposed order, submitted as an attachment to its motion,
    which indicates that the speedy trial clock is tolled “between the filing of the Government’s
    instant motion and the date set above for docket call is excludable.” The proposed order then
    leaves a blank space, presumably for the court to fill in, to indicate when the speedy trial
    clock would recommence. Thus, Madrid argues, even if the text-only order did grant the
    government’s motion to toll the speedy trial clock, that order only tolled the clock until
    15
    Case: 13-50414        Document: 00513091274          Page: 16      Date Filed: 06/24/2015
    No. 13-50414
    continuance and reset the trial date to allow Madrid additional time to review
    newly received evidence before trial. 15 In light of the docket entry indicating
    that the government’s order to designate the case complex and toll the speedy
    trial clock was granted in full, we conclude that the district court’s finding that
    it did actually toll the speedy trial clock by entry of the text-order is not clearly
    erroneous and thus must be upheld. Because the Speedy Trial clock was
    properly tolled from January 31, 2012, until the commencement of trial,
    Madrid has not demonstrated that his Speedy Trial Act rights were violated.
    2. Disclosure of Grand Jury Transcripts
    On December 14, 2011, Madrid was indicted on an 11-count indictment
    which included allegations that (1) all of the $3,000 checks LKG provided to
    Zavala were mailed to her using the United States Postal Service (USPS),
    including the check from LKG to Zavala dated December 21, 2006, and (2) the
    February 3, 2012, the next docket call; therefore, he says, the Speedy Trial Act nonetheless
    was violated because over 70 non-excludable days passed between when the clock began to
    run again on February 3, 2012 and the commencement of trial on December 3, 2012. As the
    government argues, however, at the time it filed its motion to toll the speedy trial clock, the
    February 3 docket call date was already set and thus, had it meant to toll the clock only until
    the date of the next docket call, the government could have inserted that date in its proposed
    order. Madrid’s argument does not demonstrate that the district court’s finding that it tolled
    the speedy trial clock via text order to a date not certain, which allowed for continuance until
    September 7, 2012, was clearly erroneous.
    15  “[T]he Supreme Court has held that ‘the Act is clear that the findings must be made,
    if only in the judge’s mind, before granting the continuance,’ and failure to make any express
    finding on the record cannot be harmless error.” United States v. Dignam, 
    716 F.3d 915
    , 921-
    22 (5th Cir. 2013) (quoting 
    Zedner, 547 U.S. at 506
    –07). “‘[T]hose findings must be put on the
    record by the time a district court rules on a defendant’s motion to dismiss under
    § 3162(a)(2).’” 
    Id. Here, in
    its order denying Madrid’s motion to dismiss based on speedy
    trial grounds, the district court adequately articulated its reasons for its January 31 order.
    The district court reasoned that it granted the continuance “due to the complexity of the case
    and the large volume of discovery . . . [and because, therefore,] the interest of justice would
    be served by granting the Motion to Continue, and that such ends of justice outweighed the
    interests of the public and Madrid in a speedy trial.” “[B]ecause the district court ‘set forth
    specific findings’ that were made in the judge’s mind before granting the continuance, its
    reasoning . . . satisf[ies] the requirements of § 3161(h)(7)(A).” 
    Id. (citing Zedner,
    547 U.S. at
    507; United States v. Hale, 
    685 F.3d 522
    , 535 (5th Cir. 2012); United States v. McNealy, 
    625 F.3d 858
    , 863 (5th Cir. 2010)).
    16
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    No. 13-50414
    bribery of Briones was intended, in part, to assist LKG in fraudulently
    “obtaining” the contract to provide evaluation services under the SAMHSA
    grant. On July 27, 2012, after pretrial proceedings began, Madrid filed a
    motion for disclosure of grand jury transcripts, pursuant to Federal Rule of
    Criminal Procedure 6(e)(3)(E)(ii).          In this motion, Madrid alleged (and
    supported his claims with documentary evidence), 16 that the government had
    reason to know before presenting its case to the grand jury that the December
    21 check was not sent from LKG to Zavala via USPS but, rather, was hand-
    delivered by Garcia, and that Briones was not bribed to help LKG “obtain” the
    evaluation services contract, which was awarded on October 10, 2005, but
    rather that she was bribed on later dates to help “maintain and renew” the
    contract.    Based on these facts, Madrid asserted that “someone in the
    government made these representations to the Grand Jury through sworn
    testimony.” On August 15, 2012, however, before the district court ruled on
    the motion, the grand jury returned a 3-count superseding indictment. Counts
    1 and 2 were substantively unchanged from the original indictment, but the
    superseding indictment, inter alia, omitted the allegations that the check to
    Zavala dated December 21, 2006, had been sent via USPS and, instead of
    alleging that Briones had been bribed to help “obtain” the evaluative services
    contract, averred that Madrid and Garcia had bribed Briones to “maintain the
    evaluation services contract . . . , support defendant LKG’s participation in the
    16 Madrid attached FBI reports indicating that Zavala met with the FBI on April 10,
    2010, and again on November 21, 2011, and at both times indicated that the December 2006
    check was hand-delivered to her by Garcia. Despite the government’s knowledge of this fact,
    the indictment indicates in both the introduction, and under the description of the actions
    that constitute Count 1, that Garcia mailed all checks to Zavala. Likewise, Madrid points to
    the FBI’s reports regarding its interviews of Briones, which indicates that Briones “did not
    accept the money from Garcia and LKG in exchange for her vote [to obtain the
    contract]. . . . [She] accepted the money in exchange for helping LKG keep [the County’s]
    evaluation contract.” Accordingly, Madrid says, the documents suggests that the government
    knew that Madrid did not conspire to obtain the LKG contract.
    17
    Case: 13-50414          Document: 00513091274         Page: 18     Date Filed: 06/24/2015
    No. 13-50414
    [Collaborative,] [and] defend LKG’s performance to SAMHSA.” On September
    5, 2012, the district court denied Madrid’s motion to disclose the grand jury
    transcripts, concluding that “because the Government has filed a superseding
    indictment omitting the substantive mail fraud charges and the allegation that
    [Briones] assisted defendants in obtaining the contract, the issues raised are
    no longer relevant” and “[a]ccordingly,” the motion “is DENIED as MOOT.”
    A district court’s ruling on a motion to disclose grand jury transcripts is
    reviewed for abuse of discretion. United States v. Miramontez, 
    995 F.2d 56
    , 59
    (5th Cir. 1993). “The proper functioning of the grand jury system depends upon
    the secrecy of the grand jury proceedings.” 
    Id. “The burden
    is on the party
    seeking disclosure to show that ‘a particularized need’ exists for the materials
    that outweighs the policy of secrecy.” 
    Id. The party
    seeking disclosure “must
    demonstrate that (1) the material he seeks is needed to avoid a possible
    injustice in another judicial proceeding, (2) the need for disclosure is greater
    than the need for continued secrecy, and (3) his request is structured to cover
    only material so needed.” 
    Id. First, Madrid
    argues that without the incorrect allegation in the original
    indictment that the December 21 check was sent via USPS, that Count 3,
    charging him with conspiracy to commit mail fraud, would have been time-
    barred.       Madrid correctly argues that because the relevant statute of
    limitations is five years, 17 he cannot be liable for criminal activity that was
    completed more than five years before the original indictment was returned on
    December 14, 2011.           Consequently, he contends, because LKG’s check to
    Zavala dated December 21, 2006, was hand-delivered and not mailed, and
    because all of the other checks mentioned in the indictment were mailed to
    Zavala before December 14, 2006, all of the mail fraud charges alleged in the
    17   18 U.S.C. § 3282; see United States v. Edelkind, 
    525 F.3d 388
    , 393 (5th Cir. 2008).
    18
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    No. 13-50414
    original indictment are barred by the statute of limitations. However, as
    noted, the allegation as to the December 21 check to Zavala was deleted from
    the superseding indictment. Count 3 of the superseding indictment alleges
    three acts in furtherance of mail fraud crimes, all of which occurred after
    December 14, 2006, and within the limitations period. Specifically, Count 3 of
    the superseding indictment alleges that Madrid and his coconspirators caused
    to be sent via USPS “checks, letters, reporting documents and other
    correspondence as a result of and in support of the contract entered into
    between LKG and the County of El Paso” on December 31, 2006, January 31,
    2007, and March 29, 2007. 18 These allegations as to the mailings on December
    31, 2006, January 31, 2007, and March 29, 2007, were included in the original
    indictment and have been retained in the superseding indictment. Therefore,
    Madrid’s assertion that, but for the inclusion of the erroneous allegation
    18 As the Supreme Court has explained, to establish a violation of 18 U.S.C. § 1341,
    “any ‘mailing that is incident to an essential part of the scheme satisfies the mailing element,’
    even if the mailing itself ‘contain[s] no false information[.]’” Bridge v. Phoenix Bond & Indem.
    Co., 
    553 U.S. 639
    , 647 (2008) (quoting Schmuck v. United States, 
    489 U.S. 705
    , 712, 715
    (1989)). “In addition, the defendant need not personally effect the mailing.” United States v.
    Traxler, 
    764 F.3d 486
    , 488 (5th Cir. 2014). “It is sufficient that the defendant ‘cause’ the
    mailing, or ‘act with knowledge that the use of the mails will follow in the ordinary course of
    business, or where such use can reasonably be foreseen, even though not actually intended.’”
    
    Id. (quoting Pereira
    v. United States, 
    347 U.S. 1
    , 8-9 (1954)).
    Here, Count 3 of the superseding indictment alleged that on December 31, 2006, the
    County mailed to SAMHSA the Fourth Year Annual Report, which included the County’s
    calculations of the payments provided to LKG in exchange for evaluation services as well as
    the total in-kind contributions the County received. The report thus relied, in part, upon
    LKG’s fraudulent representations regarding its in-kind contributions and services
    performed. Count 3 also alleges that on January 31, 2007, a letter concerning LKG’s
    performance was mailed to LKG, and that on March 29, 2007, a letter cancelling LKG’s
    contract was mailed to LKG, each via the USPS. The Annual Report relying upon false
    representations made by the coconspirators during the course of the conspiracy, as well as
    the letters concerning LKG’s failure to perform under its contract and the eventual
    termination of the contract, are “incidental to the essential part of the scheme” to
    fraudulently obtain federal funds by false pretenses and thus suffice to establish the mailing
    element of Count 3. See 
    id. 19 Case:
    13-50414     Document: 00513091274      Page: 20   Date Filed: 06/24/2015
    No. 13-50414
    regarding the December 21 check to Zavala, all of the mail fraud charges
    against Madrid would have been time-barred is mistaken and without merit.
    Second, Madrid contends that the denial of his motion to disclose the
    grand jury transcripts foreclosed him from moving to dismiss the indictment
    in its entirety based on the government’s knowing presentation of perjured
    testimony to the grand jury—a claim he cannot substantiate without access to
    the grand jury transcripts. He argues that if the judge had examined the grand
    jury testimony and discovered perjury, the entire indictment might have been
    dismissed, possibly with prejudice, thereby barring Madrid’s prosecution.
    However, the mere fact that the original indictment may have erroneously set
    forth charges that the government would have been unable to prove—which
    required the corrections made by the superseding indictment—does not
    necessarily demonstrate perjury.      Rather than a sign of knowingly false
    testimony, the discrepancy may have been due to an unintentional drafting
    error. Moreover, as a general rule, “[a]fter indictment, the judiciary’s role in
    policing the credibility of witnesses before a grand jury is minimal.” United
    States v. Strouse, 
    286 F.3d 767
    , 771 (5th Cir. 2002).
    As the Supreme Court decisions make clear, “the supervisory power can
    be used to dismiss an indictment because of misconduct before the grand jury,
    at least where that misconduct amounts to a violation of one of those ‘few, clear
    rules which were carefully drafted and approved by this Court and by Congress
    to ensure the integrity of the grand jury’s functions.’” United States v.
    Williams, 
    504 U.S. 36
    , 46 (1992) (quoting United States v. Mechanik, 
    475 U.S. 66
    , 74 (1986) (O’Connor, J., concurring in judgment)) (footnote omitted).
    Because Madrid failed to allege or show a violation of any such clear rule in
    the present case, we conclude that the district court did not abuse its discretion
    in denying his motion.
    20
    Case: 13-50414    Document: 00513091274         Page: 21   Date Filed: 06/24/2015
    No. 13-50414
    B. Trial and Conviction
    1. Sufficiency of the Evidence
    Madrid challenges the sufficiency of the evidence as to all three counts
    of conviction. Because Madrid moved for a judgment of acquittal on all counts,
    he preserved the issue for appeal, and, therefore, we review his claim de novo.
    See United States v. Grant, 
    683 F.3d 639
    , 642 (5th Cir. 2012). On review of
    sufficiency of the evidence claims, “the relevant question is whether, after
    viewing the evidence in the light most favorable to the prosecution, any
    rational trier of fact could have found the essential elements of the crime
    beyond a reasonable doubt.” Jackson v. Virginia, 
    443 U.S. 307
    , 319 (1979);
    Coleman v. Johnson, 
    132 S. Ct. 2060
    , 2062 (2012) (“A reviewing court may set
    aside the jury’s verdict on the ground of insufficient evidence only if no rational
    trier of fact could have agreed with the jury.”).
    a. Count 1
    The jury found Madrid guilty of Count 1, conspiring to defraud the
    United States and bribe Briones, pursuant to 18 U.S.C. §§ 371 and
    666(a)(1)(A), (a)(2). Madrid argues that there was insufficient evidence to
    convict him of conspiracy because the government failed to prove either of its
    two theories of guilt: (1) that there was a scheme to defraud the citizens of El
    Paso of the honest services of Judge Briones through the bribe of Briones; and
    (2) that Madrid conspired to obtain federal money and property by false
    pretenses. Further, Madrid contends that there was insufficient evidence of
    an express agreement between him and the other conspirators and that the
    government failed to allege or prove that the United States was a target of the
    conspiracy to defraud, as he contends is necessary under 18 U.S.C. § 371.
    21
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    No. 13-50414
    i. Conspiracy to Bribe Judge Briones
    Under 18 U.S.C. § 666(a)(2), it is unlawful to “corruptly give[], offer[], or
    agree[] to give anything of value to any person, with intent to influence or
    reward an agent of an organization or of a State, . . . or any agency thereof, in
    connection with any business, transaction, or series of transactions of such
    organization, government, or agency involving anything of value of $5,000 or
    more.” Madrid contends that there was no evidence or testimony to support
    his conviction for the conspiracy to bribe Briones in violation of § 666(a)(2),
    because, he argues, there is no evidence that he and Garcia had an express
    agreement to bribe Briones or that he knew about the payments to her. 19
    To prove that Madrid was part of a conspiracy to bribe Briones, “the
    government must show ‘(1) an agreement between two or more persons to
    pursue an unlawful objective; (2) the defendant’s knowledge of the unlawful
    objective and voluntary agreement to join the conspiracy; and (3) an overt act
    by one or more of the members of the conspiracy in furtherance of the objective
    of the conspiracy.’” United States v. Richard, 
    775 F.3d 287
    , 294 (5th Cir. 2014)
    (quoting United States v. Coleman, 
    609 F.3d 699
    , 704 (5th Cir. 2010)). “To be
    a conspiracy, an express, explicit agreement is not required; a tacit agreement
    is enough.” United States v. Shoemaker, 
    746 F.3d 614
    , 623 (5th Cir. 2014)
    (quoting United States v. Westbrook, 
    119 F.3d 1176
    , 1189 (5th Cir. 1997)); see
    also United States v. Grant, 
    683 F.3d 639
    , 643 (5th Cir. 2012) (“The agreement
    19 Madrid points to the fact that Garcia mailed or hand-delivered to Zavala all the
    checks that were then used to pay Briones and that Garcia testified that he did not know
    whether Madrid ever expressly discussed with Briones the plan for Zavala to receive money
    from LKG that was intended for Briones. Madrid additionally relies on Zavala’s testimony
    that she “do[es] [not] remember” or does not have any “personal recollection” of whether she
    discussed paying Briones during the meetings that Madrid attended and, therefore, Madrid
    says, Zavala “denied” that the plan to funnel money to Briones was ever discussed in front of
    Madrid. Madrid also cites the evidence that he told Briones during a secretly recorded
    conversation that he was “of the impression . . . that [Zavala] was crunching numbers.”
    22
    Case: 13-50414       Document: 00513091274     Page: 23   Date Filed: 06/24/2015
    No. 13-50414
    between conspirators may be silent and need not be formal or spoken.”). “A
    conspiracy may be proven with only circumstantial evidence or ‘inferred from
    a concert of action.’” 
    Shoemaker, 746 F.3d at 623
    (quoting United States v.
    Virgen–Moreno, 
    265 F.3d 276
    , 284–85 (5th Cir. 2001)).
    Despite Madrid’s contentions to the contrary, the trial was not devoid of
    evidence of an intentional, knowing agreement between him and Garcia to
    bribe Briones. Rather, the jury was presented with strong circumstantial
    evidence of Madrid’s concerted action with Garcia, Briones, and Zavala to
    conclude that he knowingly agreed to bribe Briones in exchange for her support
    of the LKG contract. Based on the evidence presented, the jury was entitled to
    “infer the existence of a conspiracy from the presence, association, and
    concerted action of the defendant with others.” United States v. Thomas, 
    690 F.3d 358
    , 366 (5th Cir. 2012) (internal quotation marks and citation omitted).
    Garcia testified that he and Madrid met with Briones several times during
    which she asked them for money and that it was “obvious” during those
    meetings that if they provided it to her, she would support LKG’s contract. The
    evidence further established that, following those meetings with Briones,
    Madrid arranged the meeting between Zavala, himself, and Garcia—a meeting
    which the jury may rationally infer was a necessary first step to provide
    payment to Briones under the scheme. As a result of Madrid’s arrangements,
    Zavala contracted with Garcia to perform data analysis for LKG, but never
    actually performed any services for LKG. Instead, she provided $2,000 a
    month to Briones from her $3,000 monthly checks from LKG.                The jury
    rationally   credited   Garcia   and   Zavala’s    testimony—which      was    also
    corroborated by, among other things, the phone logs introduced at trial—to
    conclude that Madrid knowingly agreed with Garcia, Zavala, and Briones to
    provide Briones money, totaling $24,000, in exchange for her support of the
    23
    Case: 13-50414    Document: 00513091274      Page: 24   Date Filed: 06/24/2015
    No. 13-50414
    LKG contract.    Madrid’s arguments that the evidence was insufficient to
    establish a conspiracy to bribe Briones are without merit.
    ii. Obtaining Federal Funds by False Pretenses
    Madrid next contends that the government’s evidence was insufficient
    for the jury to find that he was guilty of a conspiracy to obtain money and
    property from the United States by false pretenses, in violation of 18 U.S.C
    § 666(a)(1)(A). Madrid argues that he had “nothing to do” with LKG’s invoices
    or with the initial RFP application and, again, that there was no proof of an
    express agreement to make false representations on LKG’s invoices. Madrid
    additionally contends that the indictment failed to allege and the evidence
    adduced at trial failed to establish that he is a government agent, which he
    contends is required for a conviction under § 666(a)(1)(A).
    Madrid’s contention that there is no direct evidence that he agreed with
    Garcia, Soria, and Briones to submit false invoices to the County disregards
    the ample circumstantial evidence from which a rational juror could infer that
    he knowingly agreed to make false representations in order to continue
    receiving substantial funds under the contract with the County.              The
    government introduced evidence from which the jury could rationally conclude
    that LKG failed to perform on all aspects of their contractual obligations, yet
    submitted fraudulent monthly invoices to receive $50,000 per month for the
    work that they claimed was completed. The evidence established that LKG’s
    work in general and Madrid’s work in particular was inadequate and did not
    meet SAMHSA’s requirements, and that LKG’s invoices and Madrid’s work
    logs were wholly unsubstantiated. From this and other evidence introduced at
    trial, the jury may rationally infer that Garcia, Soria, Madrid, and Briones
    agreed that LKG would submit invoices reflecting that they completed their
    work regardless of whether they actually performed on the contract in order to
    24
    Case: 13-50414     Document: 00513091274        Page: 25   Date Filed: 06/24/2015
    No. 13-50414
    collect $50,000 monthly. The false representations on their invoices allowed
    Soria to procure $120,000 in total from his contract with LKG, $92,600 of which
    was then provided to Madrid. The agreement likewise allowed Garcia and
    Madrid to funnel $24,000 to Briones through LKG’s contract with Zavala. In
    total, the government’s evidence demonstrated that LKG, with Madrid’s help,
    obtained $550,000 from the County despite its failure to perform under the
    contract.
    Furthermore, “[a] conspiracy may exist even if a conspirator does not
    agree to commit or facilitate each and every part of the substantive
    offense. . . . If conspirators have a plan which calls for some conspirators to
    perpetrate the crime and others to provide support, the supporters are as guilty
    as the perpetrators.” United States v. Nieto, 
    721 F.3d 357
    , 368 (5th Cir. 2013)
    (quoting Salinas v. United States, 
    522 U.S. 52
    , 63-63 (1997)). Accordingly,
    Madrid’s argument that he was not directly involved in, for example, Garcia’s
    submission of LKG’s invoices does not render the evidence insufficient for the
    jury to conclude that he was a knowing member of the conspiracy to obtain
    federal funds by false pretenses.
    Next, Madrid argues that he is not a “government agent” and thus a
    conviction for conspiracy to violate § 666(a)(1)(A) cannot be maintained against
    him. Under the plain text of the statute, to be held criminally liable under 18
    U.S.C. § 666(a)(1)(A), the defendant generally must be an “agent of an
    organization, or of a State, local, or Indian tribal government, or any agency
    thereof.” § 666(a)(1); see also United States v. Phillips, 
    219 F.3d 404
    , 411 (5th
    Cir. 2000) (“Under § 666(a)(1) and (b), the defendant must be ‘an agent of an
    organization, government or agency’ that receives in excess of $10,000 in a one-
    year period.”). “Section 666 broadly defines ‘agent’ as ‘a person authorized to
    act on behalf of another person or a government and, in the case of an
    25
    Case: 13-50414     Document: 00513091274      Page: 26   Date Filed: 06/24/2015
    No. 13-50414
    organization or government, includes a servant or employee, and a partner,
    director, officer, manager, and representative.’” United States v. Whitfield, 
    590 F.3d 325
    , 344 (5th Cir. 2009) (quoting 18 U.S.C. § 666(d)(1)). We have “held
    that for an individual to be an ‘agent’ for the purposes of section 666, he must
    be ‘authorized to act on behalf of [the organization] with respect to its funds.’”
    
    Whitfield, 590 F.3d at 344
    (quoting 
    Phillips, 219 F.3d at 411
    ).
    Madrid is therefore incorrect to state that he must have “government
    agent status” to be liable under § 666(a)(1)(A). Rather, he can be liable under
    § 666 if he is an agent of, inter alia, an “organization” that in any one-year
    period receives “in excess of $10,000 under a Federal . . . grant.” § 666(a)(1),
    (b). See also United States v. Brown, 
    727 F.3d 329
    , 334 (5th Cir. 2013) (“In
    short, . . . there must be an individual who acts as an agent of an organization,
    the individual must have unlawfully obtained funds from this organization,
    and the organization must receive over $10,000 in federal funds in any one
    year period.”).   Madrid does not dispute that he was a member of the
    Collaborative’s governance team and that the Collaborative received “in excess
    of $10,000 a year under a Federal program involving a grant,” § 666(b). The
    governance team functioned as a board of directors and collectively made
    decisions regarding the allocation of the federal funds. As a member of the
    governance team, Madrid was authorized to participate in the decision-making
    process with respect to the expenditure of the Collaborative’s funds.         We
    therefore conclude that Madrid was an “agent” for purposes of § 666. Accord
    
    Shoemaker, 746 F.3d at 621
    (holding that the defendant who was “authorized
    to act on behalf of [a hospital that received in excess of $10,000 a year from a
    federal grant] with respect to its funds” was an agent for purposes of § 666).
    26
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    No. 13-50414
    iii.   Conspiracy to Defraud the United States
    “By its terms, § 371 provides that the unlawful objective of the conspiracy
    may be ‘to commit any offense against the United States,’ i.e. to commit a
    federal crime, or ‘to defraud the United States.’” United States v. Mann, 
    161 F.3d 840
    , 847 (5th Cir. 1998) (emphasis added). Madrid argues that here the
    “defraud” clause of § 371 applies and that, in such cases, the “government must
    prove that the United States was the ultimate target of the conspiracy.” United
    States v. Mendez, 
    528 F.3d 811
    , 815 (11th Cir. 2008). Madrid argues that the
    indictment failed to allege, and that the evidence was insufficient to prove, that
    the United States was a target of the conspiracy to defraud under 18 U.S.C. §
    371 and thus we must vacate Count 1.
    Madrid’s contention is factually imprecise. Count 1 does not only allege
    a violation of § 371 under the “defraud clause.”       Rather, the superseding
    indictment alleges both that Madrid conspired to “defraud the United States
    and any of its agencies” and that he conspired to violate laws of the United
    States—namely, §§ 666(a)(1)(A), (a)(2). Accordingly, the jury was properly
    instructed to find Madrid guilty of Count 1 if it found that the government
    proved beyond a reasonable doubt any one of its three theories alleged under
    Count 1—either that Madrid conspired to defraud the United States, that he
    conspired to bribe an agent of a federally funded program in violation of
    § 666(a)(2), or that he conspired to obtain property from a federally funded
    program by fraud in violation of § 666(a)(1)(A). In announcing its verdict, the
    jury expressly found Madrid guilty of all three alternative theories of
    convictions. For the reasons already discussed, the evidence was sufficient to
    support the jury’s verdict that Madrid conspired to violate § 666(a)(1)(A) and
    § 666(a)(2).   We therefore need not address Madrid’s argument that the
    evidence was insufficient to demonstrate that he defrauded an agency of the
    27
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    No. 13-50414
    United States to conclude that the evidence was sufficient to convict him under
    Count 1. 20
    b. Count 2
    Madrid challenges the sufficiency of the evidence to support Count 2, the
    substantive bribery charge under 18 U.S.C. § 666(a)(2). Madrid again argues
    that there is no evidence tying him to Zavala’s payments to Briones, citing the
    fact that it was Garcia who wrote and delivered the checks to Zavala and the
    absence of any direct evidence that Madrid knew about the payments to
    Briones.      Madrid contends that the evidence proved only that Madrid
    suggested Zavala be involved as a potential “numbers cruncher,” relying on the
    recorded conversation with Briones that he introduced into evidence.
    As we concluded within our discussion of the sufficiency of the evidence
    as to Count 1, viewing the evidence in the light most favorable to the verdict,
    we conclude that it was reasonable for the jury to find that Madrid agreed with
    Garcia to give something of value to Briones with the intent of rewarding a
    local government agent.            Although Madrid introduced evidence that he
    believed Zavala was simply a “numbers cruncher,” the jury may have
    rationally credited the government’s evidence of the bribery scheme over
    Madrid’s recorded statement.            The jury may have rationally inferred, for
    example, that when the recorded conversation occurred, Madrid already
    suspected he was under investigation by the FBI and therefore decided not to
    20 We nonetheless note that Madrid’s argument that the evidence did not demonstrate
    that the United States or one of its agencies was a target of the conspiracy to defraud is belied
    by the record. Assuming without deciding that our precedent, like the Eleventh Circuit,
    requires that a conviction under the “defraud clause” requires proof that the “United States
    was the ultimate target of the conspiracy,” 
    Mendez, 528 F.3d at 815
    , the government here
    introduced ample evidence from which the jury could reasonably infer that Madrid was a
    participant in a conspiracy that intended to defraud a United States agency—SAMHSA. The
    evidence demonstrated that Madrid falsely represented that he and LKG completed the work
    necessary to continue receiving funding from the SAMHSA grant to procure federal funds by
    false pretenses.
    28
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    No. 13-50414
    make any incriminating statements that could have been overheard or
    reported to the government. Indeed, the meeting with Briones and Madrid was
    initiated because Briones notified him that Zavala had been contacted by the
    FBI. The jury therefore reasonably may have chosen not to give substantial
    weight to the statements Madrid made to Briones at a time when Madrid knew
    that at least one person involved in the bribery scheme was being contacted by
    the federal government. In sum, we hold that the evidence was sufficient to
    sustain the conviction for Count 2.
    c. Count 3
    Count 3 charges Madrid with conspiracy to commit mail fraud, alleging
    that he used the USPS in furtherance of the conspiracy to knowingly defraud
    the County of money and property as well as the intangible right to honest
    services of a public servant, in violation of 18 U.S.C. §§ 1341, 1346, 1349. 21 “To
    prove mail fraud under 18 U.S.C. § 1341, the government must show: (1) a
    scheme to defraud; (2) the use of the mails to execute the scheme; and (3) the
    specific intent to defraud.” United States v. Traxler, 
    764 F.3d 486
    , 488 (5th
    Cir. 2014). As we have explained, to uphold a conviction for mail fraud “[i]t is
    sufficient that the defendant . . . ‘act with knowledge that the use of the mails
    will follow in the ordinary course of business, or where such use can reasonably
    be foreseen, even though not actually intended.’”                  
    Id. To prove
    Madrid
    conspired to commit mail fraud pursuant to § 1349, the government must show
    “(1) two or more persons made an agreement to commit an unlawful act; (2) the
    21 Section 1346 provides that “the term ‘scheme or artifice to defraud’ includes a
    scheme or artifice to deprive another of the intangible right of honest services.” 18 U.S.C.
    § 1346. Madrid was charged under this section based on his participation in the conspiracy
    to bribe Briones, thereby depriving the citizens of El Paso of her honest services. Because we
    have already rejected Madrid’s argument that the evidence was insufficient to convict him of
    a conspiracy to bribe Briones, we need only address the sufficiency of the evidence to convict
    Madrid for conspiring to commit mail fraud under §§ 1341, 1349.
    29
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    No. 13-50414
    defendant knew the unlawful purpose of the agreement; and (3) the defendant
    joined in the agreement willfully, with the intent to further the unlawful
    purpose.” United States v. Simpson, 
    741 F.3d 539
    , 547 (5th Cir. 2014).
    Madrid contends that the evidence was insufficient as to Count 3 based
    on the challenges he raised with regard to Counts 1 and 2, which we have
    already rejected and need not revisit. He additionally contends that the use of
    the mail was not foreseeable because everything sent via USPS was within the
    County and, presumably, could have been hand-delivered. Madrid also argues
    that the mailings which were sent and received from outside the County were
    not in furtherance of the scheme to defraud.
    We conclude that the evidence was sufficient to support the jury’s finding
    that the use of the mail was a reasonably foreseeable incident of the scheme to
    bribe Briones and to defraud the United States by procuring federal program
    funds by false pretenses. Specifically, the evidence demonstrated that all but
    one of the checks provided to Zavala were mailed via USPS and that Briones
    used USPS to uphold her end of the agreement by, for example, supporting
    LKG’s maintenance and renewal of the evaluation team contract through
    mailed correspondence with SAMHSA personnel. Likewise, for the reasons
    
    explained supra
    , the evidence was sufficient for the jury to reasonably infer
    that Madrid knowingly conspired to fraudulently obtain funds from a federally-
    funded contract—a scheme that in the ordinary course of business would
    foreseeably require use of the mail to execute the plan, regardless of whether
    the local participants were located within the same county. 22
    22 Madrid’s conclusory statement that none of the mailings that traveled beyond El
    Paso County were in furtherance of the scheme to defraud is belied by the record. For
    example, Garcia testified that he and Madrid provided Briones materials to help her prepare
    a responsive letter to SAMHSA after their negative feedback following a site visit. Briones’s
    letter was mailed via USPS. Garcia testified that Briones’s letter purposefully painted LKG
    in a positive light in order to defend LKG and support the renewal of its contract—just as
    Briones agreed to do in exchange for the $2,000 monthly payments from Garcia and Madrid.
    30
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    No. 13-50414
    2. Additional Issues Regarding Count 2
    a. Statute of Limitations
    Madrid next contends that the district court erred in denying his motion
    to dismiss Count 2 as time-barred.                We review a district court’s legal
    conclusions regarding the statute of limitations de novo. See United States v.
    Irby, 
    703 F.3d 280
    , 282-83 (5th Cir. 2012).
    Madrid argues that he cannot be liable for criminal activity that was
    completed before December 14, 2006—five years before the original indictment
    was returned. The district court denied Madrid’s motion to dismiss but limited
    the allegations in Count 2—the substantive bribery charge, alleging a violation
    of 18 U.S.C. § 666(a)(2)—to conduct that fell within the five years immediately
    preceding the return of the original indictment. Accordingly, the acts allegedly
    taken in violation of Count 2 were limited to the December 21, 2006, payment
    from Garcia to Zavala and the December 23, 2006, payment from Zavala to
    Briones. Madrid’s argument that he cannot be liable for these acts because
    Garcia wrote and transmitted the checks to Zavala, is unavailing.
    “Well settled is the principle that a party to a continuing conspiracy may
    be responsible for a substantive offense committed by a coconspirator in
    furtherance of the conspiracy, even though that party does not participate in
    the substantive offense[.]” United States v. Michel, 
    588 F.2d 986
    , 999 (5th Cir.
    1979) (citing Pinkerton v. United States, 
    328 U.S. 640
    , 647 (1946)). The jury
    found Madrid guilty of conspiring with Garcia and others to bribe Briones
    under Count 1. Garcia’s foreseeable act in furtherance of that conspiracy
    which took place during the covered period—hand delivering Zavala a check in
    Accordingly, Briones’s letter was a reasonably foreseeable consequence of the bribery and the
    scheme to defraud the United States because it was mailed for the very purpose of
    perpetuating the illusion that LKG was satisfactorily completing its duties under the
    federally funded contract.
    31
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    No. 13-50414
    order to funnel funds to Briones—renders Madrid liable for the substantive
    criminal charge under § 666(a)(2) even if he did not himself participate in the
    physical act of delivering Zavala the check. See, e.g., United States v. Tilton,
    
    610 F.2d 302
    , 309 (5th Cir. 1980) (reasoning that the defendant “can be held
    responsible for the substantive offenses committed by the co-conspirators if
    acts were committed in furtherance of a conspiracy even though [the
    defendant] neither participated in the act . . . nor actually knew about it.”). We
    therefore conclude that the district court did not err in denying Madrid’s
    motion to dismiss Count 2 as time-barred.
    b. Pinkerton Jury Instruction
    Madrid also challenges the district court’s jury charge regarding Count
    2, contending that the judge failed to adequately inform the jury that, under
    Pinkerton, he may only be convicted of crimes completed by his coconspirators
    where those acts were “in furtherance and as a foreseeable consequence of that
    conspiracy.” See Pattern Jury Instructions: Fifth Circuit, Criminal Cases,
    §2.22 (2012) (emphasis added).
    Madrid and the government dispute whether he preserved this issue for
    review and, thus, debate whether our review should be for an abuse of
    discretion or for plain error.    Because we conclude that Madrid has not
    demonstrated reversible error under either standard of review, we will assume
    arguendo that Madrid adequately preserved the error and analyze the issue
    under an abuse of discretion standard. See, e.g., United States v. Richardson,
    
    676 F.3d 491
    , 506 (5th Cir. 2012).
    Assuming arguendo that the district court’s Pinkerton instruction here
    amounted to an abuse of discretion, any error in the jury charge was harmless
    and, therefore, does not require that we vacate Madrid’s conviction on Count
    2. See generally United States v. Nguyen, 
    493 F.3d 613
    , 622 (5th Cir. 2007)
    32
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    No. 13-50414
    (“An error in a jury instruction is subject to harmless error review.”) (internal
    quotation marks and citation omitted). As noted above, because of the five-
    year statute of limitations, the district court limited the acts charged under
    Count 2 to the payment from Garcia to Zavala on December 21, 2006, and the
    payment from Zavala to Briones on December 23, 2006.             With a proper
    Pinkerton charge, the jury would have been instructed to convict Madrid of
    Count 2, the substantive count charging Madrid with the bribery of Briones,
    only if it found beyond a reasonable doubt that these two monetary
    transactions were acts committed by Madrid’s coconspirators in furtherance of
    the conspiracy.     The evidence overwhelmingly established that Garcia’s
    purpose in hand-delivering Zavala the $3,000 check on December 21, 2006, and
    Zavala’s delivery of $2,000 to Briones on December 23, 2006, was to funnel
    money to Briones to further the conspiracy to pay Briones in exchange for her
    support in the maintenance and renewal of the LKG contract. Accordingly,
    assuming error in the district court’s jury charge, based on our review of the
    record, “we are convinced that the error could not have affected the outcome of
    the case,” United States v. Montgomery, 
    747 F.3d 303
    , 309 (5th Cir. 2014), and,
    therefore, any error in the Pinkerton charge is harmless.
    3. Wyatt’s Testimony
    Michael Wyatt, an Assistant El Paso County Attorney who was the lead
    litigator in a civil lawsuit against Garcia and LKG for the very conduct
    involved in this suit, testified for the government regarding, among other
    things, what he uncovered about Madrid’s educational background during his
    investigation of the conspiracy. On appeal, Madrid contends that (1) allowing
    Wyatt’s testimony with regard to Madrid’s Ph.D. was improper under the
    Federal Rules of Evidence, and (2) the district court violated Madrid’s Sixth
    Amendment right to confront witnesses against him and abused its discretion
    33
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    when it limited counsel’s ability to cross-examine Wyatt as to his potential
    bias.
    a. Wyatt’s Testimony Regarding Madrid’s Ph.D.
    Wyatt testified that Madrid obtained a Ph.D., “but it was actually a
    degree from a degree mill.” Madrid’s counsel contemporaneously objected,
    contending that there was no predicate laid for the testimony and that it was
    merely Wyatt’s opinion. The district court sustained counsel’s objection, but
    Wyatt continued to testify that he conducted research into the online
    university where Madrid received his Ph.D., and that it is considered to be a
    degree mill. The district court overruled Madrid’s further objections. Wyatt
    continued, “[the university] was investigated.              A number of articles were
    written about it, that the individual who founded it wound up going to prison
    for tax evasion, and it was basically just a guy operating out of a store front.”
    Madrid contends that the admission of this evidence violated the Federal Rules
    of Evidence and requires that we vacate his conviction.
    “A district court’s admission of evidence, if objected to, is reviewed for
    abuse of discretion.” United States v. Nelson, 
    732 F.3d 504
    , 516-17 (5th Cir.
    2013). 23    Even when the district court abuses its discretion by admitting
    inadmissible evidence, however, we must “view the error in relation to the
    entire trial[,] . . . determine whether the inadmissible evidence contributed to
    the jury’s verdict and reversal is warranted only if the evidence had a
    23Here, Madrid objected at trial to Wyatt’s testimony as “hearsay” and argued that it
    “lacked a foundation.” Despite the Government’s arguments to the contrary, we conclude
    that this objection was sufficiently specific to properly preserve the issue. See generally
    United States v. Neal, 
    578 F.3d 270
    , 272 (5th Cir. 2009) (“To preserve error, an objection must
    be sufficiently specific to alert the district court to the nature of the alleged error and to
    provide an opportunity for correction.” (citing United States v. Ocana, 
    204 F.3d 585
    , 589 (5th
    Cir. 2000)). We will therefore conduct our review under the abuse of discretion standard. See
    
    Nelson, 732 F.3d at 516-17
    .
    34
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    substantial impact on the verdict.” United States v. Wells, 
    262 F.3d 455
    , 463
    (5th Cir. 2001) (citations omitted).
    Generally, a witness may not testify to a matter unless the witness has
    personal knowledge of it. Fed. R. Evid. 602. Here, Wyatt expressly conceded
    that his testimony was not based on personal knowledge but, rather, was based
    on information he learned by reading unspecified articles. Assuming without
    deciding that the admission of this testimony amounts to an abuse of
    discretion, we find no reversible error. The quality of Madrid’s Ph.D. was not
    a substantial piece of evidence in the government’s case and had little
    probative value as to the critical issues. Considering the record in its totality—
    which included testimony of a coconspirator and ample circumstantial
    evidence—we conclude that Wyatt’s testimony about Madrid’s Ph.D. did not
    have a substantial impact on the verdict and, therefore, any error in the
    admission of Wyatt’s testimony about Madrid’s Ph.D. was harmless. Accord
    United States v. Gadison, 
    8 F.3d 186
    , 192 (5th Cir. 1993) (finding harmless
    error where the improper admission of the defendant’s prior conviction “added
    little to the government’s case” as compared with “the detailed testimony of the
    two co-conspirators[] [and the] significant amount of strong circumstantial
    evidence”).
    b. Limiting Cross-Examination of Wyatt
    During defense counsel’s cross-examination of Wyatt, Madrid’s counsel
    elicited testimony that Wyatt was working on the civil suit against Garcia and
    LKG. Thereafter, Madrid’s counsel questioned Wyatt about his assistance
    with the criminal prosecution. The government objected to defense counsel’s
    question as to whether Wyatt sat at the government’s counsel table during
    Garcia’s guilty plea proceeding and the district court sustained the objection.
    The court also sustained objections to defense counsel’s questions as to whether
    35
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    No. 13-50414
    Wyatt supplied the FBI with information for the criminal investigation or
    prosecution. Madrid’s counsel argued that this line of cross-examination goes
    towards the credibility of the witness and contended that he is allowed to
    impeach a witness with respect to bias.       Madrid argued that if he were
    permitted to present it, he had an email from Wyatt to the FBI, referring to
    the FBI agents by first name saying, “Hey here are some materials. . . . Please
    have Eddie look to see if he’s interested.” Counsel argued that this evidence
    would allow the defense to argue that the prosecution was “borne by the county
    attorney’s office.”
    Madrid contends on appeal that the district court’s ruling that precluded
    Madrid from fully cross-examining Wyatt as to his bias and interest in the
    prosecution was an abuse of discretion and violated Madrid’s Sixth
    Amendment rights under the confrontation clause. “A defendant’s right to
    cross-examine witnesses against him is a constitutional right secured by the
    Confrontation Clause of the Sixth Amendment.” United States v. Davis, 
    393 F.3d 540
    , 548 (5th Cir. 2004). “Alleged violations of the Confrontation Clause
    are reviewed de novo, but are subject to a harmless error analysis.” United
    States v. Bell, 
    367 F.3d 452
    , 465 (5th Cir. 2004). “The Confrontation Clause is
    satisfied where defense counsel has been allowed to expose the jury to facts
    from which the jury ‘could appropriately draw inferences relating to the
    reliability of the witness.’” United States v. Heard, 
    709 F.3d 413
    , 432 (5th Cir.
    2013), cert. denied, 
    134 S. Ct. 470
    . If we conclude that “there is no Sixth
    Amendment violation, [we] [next] address[] whether the district court abused
    its discretion by limiting cross-examination.” United States v. Jimenez, 
    464 F.3d 555
    , 558-59 (5th Cir. 2006). “We will not find an abuse of discretion
    ‘absent a showing that the limitations were clearly prejudicial.’” United States
    v. Bernegger, 
    661 F.3d 232
    , 237 (5th Cir. 2011) (quoting United States v. Diaz,
    36
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    No. 13-50414
    
    637 F.3d 592
    , 597 (5th Cir. 2011)). “Prejudice is shown only if ‘a reasonable
    jury might have had a significantly different impression of the witness’s
    credibility if defense counsel had been allowed to pursue the questioning.’” 
    Id. (quoting United
    States v. Davis, 
    393 F.3d 540
    , 548 (5th Cir. 2004)).
    Assuming       arguendo      that    the    district    court    violated     Madrid’s
    Confrontation Clause rights by limiting his ability to cross-examine Wyatt
    regarding his involvement and interest in the prosecution, we conclude that
    any error was harmless beyond a reasonable doubt.
    [A]ny violation of the confrontation right is subject to harmless
    error review by analyzing the following factors: “the importance of
    the witness’ testimony in the prosecution’s case, whether the
    testimony was cumulative, the presence or absence of evidence
    corroborating or contradicting the testimony of the witness on
    material points, the extent of cross-examination otherwise
    permitted, and, of course, the overall strength of the prosecution’s
    case.”
    United States v. Skelton, 
    514 F.3d 433
    , 440 (5th Cir. 2008) (quoting Delaware
    v. Van Arsdall, 
    475 U.S. 673
    , 684 (1986)). Balancing these factors, particularly
    the substantial weight of the evidence adduced against Madrid, outlined above,
    and the fact that Madrid was permitted to cross-examine Wyatt as to his
    involvement in the related civil litigation, 24 we conclude that any
    Confrontation Clause error was harmless beyond a reasonable doubt. See, e.g.,
    
    Skelton, 514 F.3d at 443
    (reasoning that, even if there was a Confrontation
    Clause violation, it would be harmless beyond a reasonable doubt because
    defense counsel was permitted to “explore the issue of bias” on cross-
    examination and the witness’s testimony, although key to the prosecution’s
    24  During cross-examination, Madrid elicited the fact that Wyatt was the lead attorney
    representing the County in the civil suit against Garcia and LKG and that the litigation was
    filed five years ago but is still pending, in part because of the ongoing criminal prosecutions.
    Additionally, in an effort to diminish Wyatt’s reliability, Madrid’s counsel elicited testimony
    that some of the allegations in the civil indictment were inexplicably false. Accordingly, the
    jury was aware of some facts from which they could reasonably infer Wyatt’s bias.
    37
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    case, was corroborated by two others); United States v. Pryor, 
    483 F.3d 309
    ,
    312-13 (5th Cir. 2007) (finding that, even if there were a Confrontation Clause
    error, it would be harmless beyond a reasonable doubt where “[t]he
    government’s evidence against [the defendant] was substantial”). We likewise
    assume arguendo that the district court’s limitation on Madrid’s ability to
    cross-examine Wyatt amounts to an abuse of discretion, but, for the reasons
    discussed directly above, we cannot find that, had Madrid’s counsel been able
    to pursue his line of cross-examination, the jury would have had a
    “significantly different impression of the witness’s credibility,” and, therefore,
    we conclude that any abuse of discretion was not prejudicial and does not
    warrant reversal. 
    Bernegger, 661 F.3d at 239
    .
    4. Evidence Regarding the Judge Cobos Bribe
    At trial, the government presented evidence that Garcia met with judge-
    elect Anthony Cobos several times about the renewal of LKG’s contract with
    the County; that Cobos solicited money in exchange for his support of the LKG
    contract; and that Garcia and Madrid (and others) met with Cobos and
    provided him envelopes that contained cash.          Madrid contends that the
    evidence regarding the bribe to Judge Cobos was improperly admitted under
    Federal Rule of Evidence 404(b) and irrelevant under Rule 403 because Madrid
    was “not on trial for any bribe of Anthony Cobos, and such a bribe is not
    mentioned at all in the superseding indictment.” The government contends
    that this evidence was “intrinsic” to the criminal charges here in that it was
    “inextricably intertwined with the conspiracy,” and thus is admissible and
    relevant. Alternatively, the government argues that, even if “extrinsic,” the
    evidence was nonetheless admissible under Rule 404(b).
    Rule 404(b) “generally prohibits the introduction of evidence of extrinsic
    acts that might adversely reflect on the [defendant’s] character.” Huddleston
    38
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    No. 13-50414
    v. United States, 
    485 U.S. 681
    , 685 (1988). However, evidence of other “crimes,
    wrongs, or other acts,” can be admitted, not to prove character, but to prove
    “motive, opportunity, intent, preparation, plan, knowledge, identity, absence
    of mistake, or lack of accident,” Fed. R. Evid. 404(b). “The proper test to apply
    in deciding the admissibility of ‘similar acts’ or ‘other acts’ evidence depends
    upon whether the evidence in question is ‘intrinsic’ or ‘extrinsic’ evidence.”
    United States v. Williams, 
    900 F.2d 823
    , 825 (5th Cir. 1990). Evidence is
    “intrinsic” when the evidence of the other act and the evidence of the crime
    charged are “inextricably intertwined,” if both acts are part of a “single
    criminal episode,” or if the other acts were “necessary preliminaries” to the
    crime charged. Id.; see also 
    Turner, 674 F.3d at 431
    . “Intrinsic evidence is
    admissible to ‘complete the story of the crime by proving the immediate context
    of events in time and place,’ and to ‘evaluate all of the circumstances under
    which the defendant acted[,]’” and thus does not implicate Fed. R. Evid. 404(b).
    United States v. Carrillo, 
    660 F.3d 914
    , 927 (5th Cir. 2011) (citations omitted).
    Comparatively, if the evidence is with regard to a “distinct and distinguishable
    event,” then it is not intrinsic and we must then determine whether it was
    nonetheless properly admitted under Rule 404(b). See, e.g., United States v.
    Nguyen, 
    504 F.3d 561
    , 574 (5th Cir. 2007).
    Here, we conclude that the evidence of Judge Cobos’s bribe was intrinsic
    because it was “inextricably intertwined” with the conspiracy to defraud the
    United States in that it “complete[d] the story of the crime by proving the
    immediate context of events in time and place,” allowing the jury to assess “all
    of the circumstances under which [Madrid and Garcia] acted.” 
    Carrillo, 660 F.3d at 927
    . The government presented evidence that the bribe to Cobos was
    undertaken for the very purpose of continuing one of the conspiratorial
    objectives—fraudulently maintaining the LKG contract to obtain federal funds
    39
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    No. 13-50414
    by false pretenses.     The evidence at issue demonstrated that Madrid and
    Garcia conspired to attempt to continue the conspiracy to unlawfully procure
    federal funds under the SAMHSA grant by bribing Judge Cobos for his support
    of the contract’s renewal. This evidence therefore further established for the
    jury the “conspiratorial relationship” between Garcia and Madrid and, as
    noted, provided relevant contextual evidence regarding the nature and extent
    of the conspiracy. See United States v. Watkins, 
    591 F.3d 780
    , 784 (5th Cir.
    2009); United States v. Powers, 
    168 F.3d 741
    , 749 (5th Cir. 1999) (holding that
    where “non-plead . . . actions tend to show the conspiratorial relationship
    between [the coconspirators], during the life of the conspiracy, . . . such ‘other
    acts’ are intrinsic to the Government’s proof and not subject to Rule 404(b)”).
    The district court therefore did not abuse its discretion in admitting this
    intrinsic evidence.
    5. Cumulative Error
    In his last challenge to his conviction, Madrid contends that the
    cumulative error doctrine requires reversal of his conviction because the
    combination of the errors in his trial denied him his constitutional right to a
    fair trial. See generally United States v. Delgado, 
    672 F.3d 320
    , 343-44 (5th
    Cir. 2012) (en banc).
    “‘Cumulative error’ justifies reversal only when errors ‘so fatally infect
    the trial that they violated the trial’s fundamental fairness.’” 
    Delgado, 672 F.3d at 344
    (quoting United States v. Fields, 
    483 F.3d 313
    , 362 (5th Cir. 2007)
    (footnote omitted)). “We have repeatedly emphasized that the cumulative
    error doctrine necessitates reversal only in rare instances and have previously
    stated en banc that ‘the possibility of cumulative error is often acknowledged
    but practically never found persuasive.’” 
    Id. (quoting Derden
    v. McNeel, 
    978 F.2d 1453
    , 1456 (5th Cir. 1992) (en banc) (footnote omitted)). Here, although
    40
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    we assumed arguendo that the district court erred with regard to the Pinkerton
    instruction, the admission of Wyatt’s testimony regarding Madrid’s Ph.D., and
    the limitation of defense counsel’s cross-examination of Wyatt, these errors are
    not so pervasive that this court should conclude that the defendant received an
    unfair trial. See, e.g., United States v. Munoz, 
    150 F.3d 401
    , 418 (5th Cir. 1998).
    C. Sentencing
    Madrid was sentenced to 180 months’ imprisonment and ordered to pay
    $514,000 of restitution, jointly and severally with LKG and Garcia.
    Additionally, Madrid was ordered to pay a fine of $100,000, an assessment of
    $300, and, after a hearing, the court ordered forfeiture of the proceeds of the
    offenses in the amount of $550,000. Madrid was also sentenced to a term of
    three years’ supervised release as to each count. On appeal, Madrid contends
    that the district court made various improper enhancements under the United
    States Sentencing Guidelines (U.S.S.G.), that his sentence was substantively
    unreasonable, and that the restitution and forfeiture orders were based on
    clearly erroneous findings of fact.
    1. Enhancements under United States Sentencing Guidelines
    We review the district court’s findings of fact for clear error and its legal
    interpretation or application of the U.S.S.G. de novo. See United States v.
    Claiborne, 
    676 F.3d 434
    , 437 (5th Cir. 2012).
    a. Loss over $400,000 Enhancement
    The district court imposed a 14-level enhancement pursuant to U.S.S.G.
    § 2B1.1(b)(1)(H), for an intended loss in excess of $400,000. The district court
    acknowledged that the fraudulent scheme involved $1,100,000—LKG’s
    $550,000 contract fee plus the $550,000 of in-kind services LKG falsely
    represented it contributed—but limited its calculation to actual pecuniary loss,
    which it found was $550,000. Madrid argues on appeal that (1) to calculate
    41
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    loss, the court must make a finding as to the defendant’s subjective intent, and
    the district court failed to do so here, and (2) the court erred in concluding that
    the actual loss was $550,000 because there is evidence in the record that LKG
    in fact provided some valuable services in return for the $550,000 contract fee.
    “The application notes to § 2B1.1 state that for the purpose of this
    calculation, ‘loss is the greater of actual loss or intended loss.’” 
    Nelson, 732 F.3d at 520
    (emphasis added). Here, the district court calculated loss under
    § 2B1.1 based on a determination of actual pecuniary loss to the County, and
    thus did not need to consider Madrid’s subjective intent, which Madrid
    contends was the lesser of the two measurements. Accord United States v.
    Schaffer, 439 F. App’x 344, 346 (5th Cir. 2011) (unpublished) (explaining that
    it is “immaterial whether the intended loss was less than the actual loss
    because, in general, ‘loss is the greater of actual loss or intended loss’” (quoting
    U.S.S.G. § 2B1.1)). Because the district court did not base the loss calculation
    on intent, but rather on actual pecuniary harm, Madrid’s subjective intent is
    irrelevant.
    Next, with regard to the district court’s finding of fact that the actual
    loss to the County was the entire $550,000 the County paid to LKG under its
    contract fee, we conclude that this finding is not clearly erroneous and
    therefore must be upheld.        The district court rejected defense counsel’s
    arguments that LKG provided some work under the contract and, therefore,
    the actual pecuniary loss was not the full $550,000 provided to LKG, but,
    rather, that amount minus the value of their work. The district court stated
    on the record that it “spent a lot of time” reviewing its notes and the transcript
    and “could not find anything of benefit the county received” from LKG’s
    42
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    contract. The district court also adopted the findings of fact contained in the
    PSR, 25 which concluded, among other things, that
    investigating agents in this case discovered no evidence of services
    having been performed by LKG Enterprises for the county of El
    Paso, Texas, per LKG’s contract. In addition, in a Victim Impact
    Statement submitted by El Paso County Judge Veronica Escobar
    on behalf of El Paso County, she indicated that El Paso County
    received no benefits from LKG.
    These findings are consistent with the evidence adduced at trial. 26
    Although there is some evidence in the record that arguably suggests
    LKG performed in part under the contract, that evidence does not make the
    district court’s factual finding that the County received no valuable benefit
    from the LKG contract clearly erroneous. For example, LKG’s evaluation
    reports indicated that it collected data on over 100 children after its IRB was
    obtained.     However, the evidence established that the data which LKG
    reportedly collected had not been entered into the national database and was
    not accessible to the Collaborative after LKG’s contract was terminated.
    Likewise, Madrid points to the evidence demonstrating that he worked to help
    prepare a 1,000-page sustainability report for LKG. However, the evidence
    also established that Madrid’s sustainability report was largely plagiarized
    and duplicative of information already available to the Collaborative, and that
    it did not meet the requirements of the SAMHSA grant. Moreover, Madrid
    does not assign a value to the work purportedly completed under the contract
    nor point us to any record evidence suggesting there was an actual pecuniary
    25The district court properly adopted the PSR’s findings of fact, as Madrid did not
    “present rebuttal evidence or otherwise demonstrate that the information is materially
    unreliable.” United States v. Jackson, 
    596 F.3d 236
    , 243 (5th Cir. 2010).
    26For example, Peter Selby testified that when he returned to his position as head of
    the evaluation team, he discovered that LKG had failed to enter any data during its tenure.
    Lisa Tomaka also testified that money was provided to LKG without any verification or
    documentation that any work or services had been provided.
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    value associated with this inadequate work completed under the contract.
    Accordingly, the district court’s finding that $550,000 was the amount of the
    actual pecuniary loss is not clearly erroneous because it is plausible in light of
    the record as a whole. See generally United States v. Lambright, 
    320 F.3d 517
    ,
    518-19 (5th Cir. 2003). We therefore conclude that the district court did not
    err in imposing the fourteen-level enhancement based on its finding that the
    loss was in excess of $400,000.
    b. “Organizer or Leader” Enhancement under § 3B1.1(a)
    Section 3B1.1(a) provides for a four-level enhancement if “the defendant
    was an organizer or a leader of a criminal activity that involved five or more
    participants or was otherwise extensive.” The commentary to § 3B1.1 indicates
    that a court may consider various factors in making this determination,
    including “the exercise of decision making authority, the nature of
    participation in the commission of the offense, the recruitment of
    accomplices, . . . the degree of participation in planning or organizing the
    offense, the nature and scope of the illegal activity, and the degree of control
    and authority exercised over others.” U.S.S.G. § 3B1.1, cmt. n.4.
    As 
    noted supra
    , the government’s evidence established that it was
    Madrid who arranged for the initial meeting between Garcia and Zavala and
    that, at the meeting, Madrid did most of the talking regarding Zavala’s
    contract with LKG. The phone log evidence also suggested that Madrid had
    more frequent contact with Briones during the relevant time period than
    Garcia. Further, Garcia answered affirmatively when asked whether Madrid
    was “pulling the strings” and was the person who “put the team together” and
    helped make critical decisions, despite Garcia’s title as the principal of LKG or
    his status as the “front man.” The evidence therefore supports a conclusion
    that Madrid “possessed some decisionmaking power, participated extensively
    44
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    in the crime, and exercised control and authority over his coconspirators.”
    United States v. Lage, 
    183 F.3d 374
    , 384 (5th Cir. 1999). The district court’s
    finding that Madrid recruited others for participation in the conspiracy and
    that the enhancement was supported by the evidence is not clearly erroneous.
    Therefore, the district court did not err by imposing the four-level
    enhancement under § 3B1.1. Accord 
    Brown, 727 F.3d at 340
    (finding that
    district court did not abuse its discretion in imposing an enhancement under
    § 3B1.1 where the defendants recruited others to join the conspiracy, even if
    they did not “conceive[] of or principally orchestrate[] the scheme”).
    c. “Position of Trust” Enhancement under § 3B1.3
    Madrid challenges the two-level sentencing enhancement under § 3B1.3
    based upon the district court’s finding that he abused a position of public trust.
    Section 3B1.3 instructs that “[i]f the defendant abused a position of public or
    private trust, or used a special skill, in a manner that significantly facilitated
    the commission or concealment of the offense, increase by 2 levels.” To impose
    an enhancement under this section, the district court must conduct a two-step
    inquiry:
    First, the court must determine whether the defendant occupied a
    position of trust at all. If not, the inquiry ends and no
    enhancement accrues. If, however, this initial query produces an
    affirmative response, the court must proceed to ascertain the
    extent to which the defendant used that position to facilitate or
    conceal the offense.
    United States v. Ollison, 
    555 F.3d 152
    , 165 (5th Cir. 2009). With regard to the
    second prong, we have held that the person occupying the position of trust must
    use that position to “significantly facilitate the commission or concealment of
    the offense.” 
    Id. (emphasis added);
    see also § 3B1.3 cmt. n.1 (explaining that
    “the position of public . . . trust must have contributed in some significant way
    to facilitating the commission or concealment of the offense”). In other words,
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    where an individual occupies a position of trust which is essential or
    “instrumental” to committing the offense, the enhancement applies.           See
    United States v. St. Junius, 
    739 F.3d 193
    , 209 (5th Cir. 2013).
    First, the record supports a finding that Madrid occupied a position of
    trust as the CEO of Aliviane and as a member of the Collaborative’s governance
    team. See, e.g., United States v. Pruett, 
    681 F.3d 232
    , 249 (5th Cir. 2012)
    (upholding enhancement under § 3B1.3 where defendant was the president
    and CEO of a company charged with violating the Clean Water Act). Second,
    as a result of Madrid’s positions, he had access to influential members of the
    government and access to information regarding the inner workings of the
    SAMHSA grant, without which it would have been “extraordinarily
    difficult . . . to accomplish [the] criminal pursuits.” 
    Id. The district
    court
    therefore did not abuse its discretion by imposing this two-level enhancement.
    d. “Sophisticated Means” Enhancement under § 2B1.1(b)(10)(C)
    Madrid’s next argument with regard to the U.S.S.G. enhancements is
    that the district court abused its discretion in imposing a two-level
    enhancement for using “sophisticated means” pursuant to § 2B1.1(b)(10)(C).
    The commentary to § 2B1.1 indicates that “‘sophisticated means’ means
    especially complex or especially intricate offense conduct pertaining to the
    execution or concealment of an offense.” U.S.S.G. § 2B1.1 cmt. n.9(B).
    Here, the district court explained that the means were “clearly
    sophisticated” because “there was a panoply of misrepresentations in this case
    that [Madrid] directly and indirectly took part [in].” The district court stated
    that, for example, the videos played for the jury regarding Madrid’s testimony
    before the Commissioners Court reflects statements Madrid made to “cover[]
    this up.” Additionally, the PSR, which the district court adopted, found that
    the “criminal enterprise involved the complicated process of submitting
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    proposals and bidding on a government contract, avoiding the risks associated
    with bribing a public official by diverting funds through a third party, and
    devising a plan to funnel payments to a . . . third party.”
    Madrid contends that these findings are clearly erroneous because there
    was no concealment of the funds used to funnel payments to Briones. Rather,
    LKG contracted with Soria, and then Soria contracted with Madrid, and each
    reported payments on tax forms submitted to the federal government.
    However, the evidence adduced at trial established that, despite the facially
    valid contracts between the parties, none of the coconspirators performed
    under the contracts and each coconspirator submitted fraudulent invoices in
    furtherance of the scheme to wrongfully procure federal program funds.
    Likewise, as the district court noted, Madrid and Briones made fraudulent
    statements in writing to SAMHSA and misrepresentations before the
    Commissioners Court.      Such complex methods support the district court’s
    plausible finding of fact that the offense involved complex or intricate conduct.
    See, e.g., United States v. Beacham, 
    774 F.3d 267
    , 277 (5th Cir. 2014)
    (upholding a sophisticated means enhancement where the defendant was
    convicted of wire fraud and bank fraud conspiracy based on, inter alia, the
    “different levels of people engaged in the fraud, . . . [and] the use of false
    [verification forms]”).   We therefore conclude that the district court’s
    imposition of the sophisticated means enhancement was not in error.
    e. Multiple Bribes Enhancement under § 2C1.1(b)(1)
    Madrid argues that the district court abused its discretion in imposing a
    two-level enhancement under § 2C1.1(b)(1) based upon its finding that “the
    offense involved more than one bribe or extortion” in light of the evidence
    regarding the bribes to Briones and Cobos. “The ‘offense’ referred to in section
    2C1.1(b)(1) includes ‘the offense of conviction and all relevant conduct under §
    47
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    1B1.3 (Relevant Conduct)’ . . . . Relevant conduct includes offenses that are
    part of the same course of conduct or common scheme or plan as the offense of
    conviction.”       United States v. Roussel, 
    705 F.3d 184
    , 198 (5th Cir. 2013)
    (citation and quotation marks omitted). Madrid contends that the evidence
    regarding the bribery of Cobos is not “relevant conduct” and cannot form the
    basis of the enhancement.
    For the same reasons that we held that the evidence regarding Cobos
    was intrinsic to the conspiracy to defraud a program receiving federal funds,
    we conclude that the district court did not err by imposing the two-level
    enhancement under § 2C1.1(b)(1). See United States v. Barraza, 
    655 F.3d 375
    ,
    385 (5th Cir. 2011) (holding that where “two briberies involved similar modus
    operandi,      a     common    purpose,   and    occurred     in   close   temporal
    proximity[,] . . . [the two] briberies were part of a common scheme or of the
    same course of conduct [and therefore], the second uncharged bribe may be
    used to increase the offense level for [the defendant’s bribery conviction”).
    2. Substantive Reasonableness
    Madrid argues that his 180-month prison term is substantively
    unreasonable in light of: his age, and specifically, because he was 68 years old
    at sentencing, the sentence amounts to life imprisonment; his lack of criminal
    history; his service in the Army and to the community; and because the
    sentence is disproportionately high in comparison to the other coconspirators’
    sentences. Madrid raised these points at sentencing and the district court
    considered his arguments. The district court noted the severity of the crime at
    issue and that Madrid’s coconspirators’ sentences were less severe because
    they cooperated with the government and pleaded guilty. The district court
    then found that the U.S.S.G. recommended range of 235-240 months
    imprisonment was “excessive,” and that sentence below the recommended
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    range would suffice for deterrence purposes and the other sentencing goals of
    18 U.S.C. § 3553(a). Madrid was then sentenced to 180-months in prison, 55
    months less than the bottom of the recommended U.S.S.G. range.
    “On appeal, the district court’s sentence is reviewed for reasonableness
    under an abuse-of-discretion standard.” Peugh v. United States, 
    133 S. Ct. 2072
    , 2080 (2013). To demonstrate that the district court abused its discretion
    in applying the § 3553(a) factors, Madrid must show “that the sentence does
    not account for a factor that should receive significant weight, it gives
    significant weight to an irrelevant or improper factor, or it represents a clear
    error of judgment in balancing sentencing factors.” 
    Heard, 709 F.3d at 424-25
    .
    After consideration of the “totality of the circumstances, including the
    extent of any variance from the Guidelines range[,]” United States v. Fraga,
    
    704 F.3d 432
    , 439-40 (5th Cir. 2013) (internal citation and quotation marks
    omitted), we conclude that Madrid has not demonstrated that the district
    court’s below-Guidelines sentence constitutes an abuse of discretion. First,
    with regard to Madrid’s argument that his sentence is unreasonable because
    it is disproportionately high as compared to Garcia’s and Briones’s sentences,
    we conclude that this contention is without merit. Madrid rightly notes that
    his sentence is substantially longer than Garcia’s 48-month sentence and
    Briones’s 30-month sentence. Pursuant to § 3553(a)(6), district courts shall
    consider “the need to avoid unwarranted sentence disparities among
    defendants with similar records who have been found guilty of similar
    conduct.” Here, the district court expressly considered this sentencing factor
    and found that there was a warranted, reasoned basis for the differences in
    sentences among the coconspirators: Briones and Garcia cooperated with the
    investigation and pleaded guilty to the charges. We cannot conclude that the
    district court abused its discretion in finding that the disparity between
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    Madrid’s and his coconspirators’ sentences was warranted here and, thus, the
    disparity does not render his sentence substantively unreasonable. See, e.g.,
    United States v. Garcia Mendoza, 
    587 F.3d 682
    , 688 (5th Cir. 2009) (finding
    that the district court properly imposed a within-Guidelines sentence despite
    disparities among the codefendants’ sentences because, inter alia, some
    codefendants received reduction in sentences for their cooperation with the
    government).
    Next, with regard to Madrid’s argument that the district court failed to
    give adequate weight to his age and background, the record reflects that the
    district court considered these mitigating factors, as well as the need for
    deterrence and the nature of the offense, and imposed a below-Guidelines
    sentence, recognizing that the Guidelines range was “excessive” in this
    particular case. There is no evidence on the record that the district court failed
    to account for a relevant factor, gave significant weight to an improper factor,
    or made a clear error in judgment. See 
    Fraga, 704 F.3d at 439-40
    . “In essence,
    [Madrid] is asking the court to reweigh the § 3553(a) sentencing factors. As
    we have previously held, ‘[a]ppellate review is highly deferential as the
    sentencing judge is in a superior position to find facts and judge their import
    under § 3553(a) with respect to a particular defendant.’” 
    Heard, 709 F.3d at 435
    (quoting United States v. Campos–Maldonado, 
    531 F.3d 337
    , 339 (5th Cir.
    2008)).   Accordingly, we hold that the district court’s below-Guidelines
    sentence is not substantively unreasonable.
    3. Restitution
    Madrid contends that the district court clearly erred in finding that the
    County received no benefit from the LKG contract and thus erroneously
    awarded restitution in the amount of $550,000 (which was thereafter amended
    to $514,000 to account for the amount of restitution that Briones was required
    50
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    to pay). Madrid incorporated his arguments regarding the district court’s
    finding of intended loss—i.e., that the evidence established that the County did
    receive some benefit from LKG’s work under the contract and thus the evidence
    does not support the district court’s finding that the entire contract price was
    lost. Madrid cites United States v. Sharma, 
    703 F.3d 318
    , 322 (5th Cir. 2012),
    for the proposition that “every dollar [of restitution] must be supported by the
    record evidence,” and contends that the record does not support each dollar of
    the restitution award here.
    “We review ‘the legality of a restitution order de novo and the amount of
    the restitution order for an abuse of discretion.’” United States v. Beacham,
    
    774 F.3d 267
    , 278 (5th Cir. 2014) (footnote and internal citations omitted).
    “The district court ‘abuses its discretion when its ruling is based on an
    erroneous view of the law or a clearly erroneous assessment of the evidence.’”
    
    Id. Although the
    district court is required to make findings of fact to support
    each dollar amount of restitution, the district court’s findings of facts are
    reviewed for clear error and thus not reversible on appeal unless the district
    court’s finding is implausible in light of the record as a whole, or in other words,
    the court is “left with the definite and firm conviction that a mistake has been
    committed.” 
    Sharma, 703 F.3d at 322
    .
    For the reasons discussed above, although there is some evidence
    suggesting LKG did some amount of work during its tenure as the evaluation
    team, the evidence, as the district court found, nowhere establishes what
    financial benefit, if any, the County actually received from any of LKG’s
    sustainability or evaluation work. The district court’s finding of fact that the
    actual pecuniary loss as a result of the scheme was the entire cost of the LKG
    contract, $550,000, is not clearly erroneous and does not amount to an abuse
    of discretion.
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    Madrid additionally contends that the district court erred in finding that
    restitution be paid to SAMHSA because restitution must only go to victims
    directly and proximately harmed by the defendant’s offense. Madrid argues
    that, at the time that the PSR was written, SAMHSA has not sought
    reimbursement from the County because nothing needed to be returned to the
    federal government and thus ordering restitution to be paid to SAMHSA was
    in error. Here, the evidence demonstrated that SAMHSA provided the funds
    for the costs of evaluation services under the County’s contract, and thus
    SAMHSA is properly considered a victim for purposes of restitution. Accord
    United States v. Caldwell, 
    302 F.3d 399
    , 419-20 (5th Cir. 2002) (concluding that
    the state of Mississippi is a “victim” for purposes of restitution where the
    evidence supported a finding in a mail fraud prosecution that the defendant
    defrauded a corporation “created by state statute and funded by state bonds”).
    4. Forfeiture
    Madrid raises the same factual arguments regarding the forfeiture
    order, contending that the district court clearly erred in ordering forfeiture in
    an   amount    reflecting   the   entire    proceeds   jointly     procured    by   the
    coconspirators—$550,000. “This court reviews ‘the district court’s findings of
    fact under the clearly erroneous standard, and the question of whether those
    facts constitute legally proper forfeiture de novo.’” United States v. Juluke, 
    426 F.3d 323
    , 326 (5th Cir. 2005) (quoting United States v. Marmolejo, 
    89 F.3d 1185
    , 1197 (5th Cir. 1996)).
    “Forfeiture[] . . . is punitive; it seeks to disgorge any profits that the
    offender realized from his illegal activity.” United States v. Taylor, 
    582 F.3d 558
    , 566 (5th Cir. 2009) (quoting United States v. Webber, 
    536 F.3d 584
    , 602-
    03 (7th Cir. 2008)); see also 
    Read, 710 F.3d at 231
    (“While restitution
    represents a victim’s loss from the defendant’s offense, forfeiture represents
    52
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    the defendant’s gain from the offense.”) (citations omitted).          Generally,
    “[c]riminal forfeiture focuses on the disgorgement by a defendant of his ‘ill-
    gotten gains[,]’” and thus a forfeiture order must reflect the profits procured by
    the defendant. United States v. Contorinis, 
    692 F.3d 136
    , 146 (2d Cir. 2012).
    However, “[t]his general rule is somewhat modified by the principle that a
    court may order a defendant to forfeit proceeds received by others who
    participated jointly in the crime, provided the actions generating those
    proceeds were reasonably foreseeable to the defendant.” 
    Id. at 147
    (emphasis
    added).
    Here, after a forfeiture hearing, the district court found that LKG
    provided no quantifiable service or benefit to the County under the terms of
    the contract and, therefore, the proceeds of the offense were $550,000—the
    entire LKG contract price. For the reasons already explained, the record
    evidence supports the district court’s finding that the coconspirators jointly
    profited the entire $550,000 received from the County, and that the receipt of
    the $550,000 was a reasonably foreseeable result of the conspiracy.
    Accordingly, the district court’s findings of fact supporting its forfeiture order
    were not clearly erroneous and the district court did not err in imposing a
    $550,000 forfeiture order.
    CONCLUSION
    For these reasons, we AFFIRM Madrid’s convictions and sentence and
    AFFIRM the restitution and forfeiture orders.
    53