United States v. William Stivers ( 2013 )


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  •                      RECOMMENDED FOR FULL-TEXT PUBLICATION
    Pursuant to Sixth Circuit I.O.P. 32.1(b)
    File Name: 13a0179p.06
    UNITED STATES COURT OF APPEALS
    FOR THE SIXTH CIRCUIT
    _________________
    X
    Plaintiff-Appellee, -
    UNITED STATES OF AMERICA,
    -
    -
    -
    Nos. 11-5291/ 5308/ 5311/
    v.
    ,
    5312/ 5313/ 5336/ 5337/ 5366
    >
    -
    -
    DOUGLAS C. ADAMS (11-5291), RUSSELL
    -
    CLETUS MARICLE (11-5308), WILLIAM E.
    -
    STIVERS aka AL Man (11-5311), CHARLES
    -
    -
    WAYNE JONES (11-5312), FREDDY W.
    -
    THOMPSON (11-5313), WILLIAM B. MORRIS
    -
    aka Bart Morris (11-5336), STANLEY
    -
    BOWLING (11-5337), and DEBRA L. MORRIS,
    aka Debbie (11-5366),                             -
    Defendants-Appellants. N
    Appeal from the United States District Court
    for the Eastern District of Kentucky at London.
    No. 6:09-cr-16—Danny C. Reeves, District Judge.
    Argued: January 25, 2013
    Decided and Filed: July 17, 2013
    Before: NORRIS, MOORE, and DONALD, Circuit Judges.
    _________________
    COUNSEL
    ARGUED: John D. Cline, LAW OFFICE OF JOHN D. CLINE, San Francisco,
    California, Trevor W. Wells, MILLER WELLS PLLC, Lexington, Kentucky, Jason R.
    Barclay, BARNES & THORNBURG LLP, Indianapolis, Indiana, for Appellants. Scott
    A.C. Meisler, UNITED STATES DEPARTMENT OF JUSTICE, Washington, D.C., for
    Appellee. ON BRIEF: John D. Cline, LAW OFFICE OF JOHN D. CLINE, San
    Francisco, California, R. Kent Westberry, LANDRUM & SHOUSE LLP, Louisville,
    Kentucky for Appellant in 11-5291. Trevor W. Wells, MILLER WELLS PLLC,
    Lexington, Kentucky, Russell J. Baldani, BALDANI, ROWLAND, & RICHARDSON,
    Lexington, Kentucky, for Appellant in 11-5313. Jason R. Barclay, Larry A. Mackey,
    BARNES & THORNBURG LLP, Indianapolis, Indiana, for Appellant in 11-5337.
    Martin S. Pinales, Candace C. Crouse, STRAUSS TROY, LPA, Cincinnati, Ohio, for
    Appellant in 11-5308. Robert L. Abell, Lexington, Kentucky, for Appellant in 11-5311.
    Scott White, MORGAN & POTTINGER, P.S.C., Lexington, Kentucky, for Appellant
    1
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    in 11-5312. Jerry W. Gilbert, COY, GILBERT & GILBERT, Richmond, Kentucky, for
    Appellant in 11-5336. Elizabeth S. Hughes, GESS, MATTINGLY & ATCHISON, PSC,
    Lexington, Kentucky, for Appellant in 11-5366. Scott A.C. Meisler, UNITED STATES
    DEPARTMENT OF JUSTICE, Washington, D.C., Charles P. Wisdom, Jr., UNITED
    STATES ATTORNEY’S OFFICE, Lexington, Kentucky, for Appellee.
    _________________
    OPINION
    _________________
    KAREN NELSON MOORE, Circuit Judge. After a seven-week trial, a jury
    convicted Douglas C. Adams, Russell Cletus Maricle, William E. Stivers, Charles
    Wayne Jones, Freddy W. Thompson, William B. Morris, Stanley Bowling, and Debra
    L. Morris on every charge levied against them by the government. Based on cumulative
    error from the district court’s evidentiary rulings identified in this opinion, we VACATE
    defendants’ convictions on all counts and REMAND for a new trial.
    I. BACKGROUND
    On July 9, 2009, defendants were named in a thirteen-count indictment that
    charged them with, among other things, conspiring to violate the Racketeer Influenced
    and Corrupt Organizations Act (“RICO”) under 
    18 U.S.C. § 1962
    (d). The charges stem
    from defendants’ alleged participation in a vote-buying scheme in Clay County,
    Kentucky that lasted from 2002 to 2007, encompassing three election cycles (2002,
    2004, and 2006).
    Defendants’ scheme allegedly operated as follows. Political candidates pooled
    money to buy votes and to pay “vote haulers” to deliver voters whose votes could be
    bought.1 In order to be paid, voters had to vote for a particular set of candidates, known
    as a “slate” or “ticket.” To ensure that these voters actually voted for the correct slate,
    co-conspiring election officers and poll workers reviewed voters’ ballots—a practice
    1
    Legitimate vote hauling is legal in Kentucky; that is, individuals can be paid to drive voters to
    their polling places. Vote hauling in this case, however, refers to the illegal practice of bringing voters to
    polls to be paid to vote.
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    known in this case as “voting the voter.” Once the proper slate was confirmed, a token
    (such as a raffle ticket) or marking was given to the voters to confirm that they did in
    fact vote for the proper slate. Voters with the token or marking were then paid by
    members of the conspiracy in a location away from the polls. Conspirators retained lists
    of voters to avoid double payments and to keep track of whose votes could be bought in
    ensuing elections.
    In addition to hiring vote haulers, defendants allegedly utilized other methods of
    buying votes. Absentee voting and voter-assistance forms helped minimize the difficulty
    of checking paid voters’ ballots. In the latter case, co-conspiring poll workers were
    permitted to be in the voting booth under the pretext that they were assisting voters; in
    reality, co-conspiring poll workers were confirming that voters chose the proper slates.
    When electronic voting machines were introduced to Clay County in the 2006 election,
    the conspiracy both stole and bought votes. To steal votes, conspirators, typically poll
    workers, purposefully misinformed voters that they did not need to click “cast ballot”
    on a screen that appeared after voters had selected candidates for whom they wished to
    vote. Co-conspiring poll workers would enter the voting booth after the voter exited and
    change the electronic ballot to reflect the slate before finally casting the ballot.
    Election officers are appointed by the Clay County Board of Elections (the
    “Board”), which must also certify the results. The Board was alleged to be the
    racketeering enterprise in this conspiracy. It is comprised of the County Clerk, the
    Sheriff, the Republican Election Commissioner, and the Democratic Election
    Commissioner. The two Commissioners are responsible for appointing election judges
    and officers at the various precincts. Defendants held various positions within Clay
    County, played different roles within the conspiracy, and were charged with numerous
    offenses. Specifically, the Superseding Indictment, R. 272 (Page ID #1074–98), alleged
    the following:
    Douglas C. Adams was the Clay County Superintendent of Schools from 1999
    to 2007. The indictment alleged that Adams was considered a political boss in Clay
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    County and an associate and director of the enterprise, the Clay County Board of
    Elections. As a leader of the conspiracy, Adams was alleged to have exerted influence
    over the selection of precinct workers and the appointment of corrupt members of the
    Board. The indictment also alleged that he recruited individuals to run for county offices
    on a slate that would benefit the conspiracy. Adams was charged with: conspiracy to
    violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1) and conspiracy to money launder
    under 
    18 U.S.C. § 1956
    (h) (Count 2). The government also sought forfeiture against
    Adams under 
    18 U.S.C. §§ 1963
     (Count 12) and 982 (Count 13).
    Russell Cletus Maricle was an elected circuit court judge for the 41st Judicial
    Circuit of the Commonwealth of Kentucky from 1991 through 2007. The indictment
    alleged that Maricle was considered a political boss in Clay County and an associate and
    director of the enterprise. As a leader of the conspiracy, Maricle—like Adams—was
    alleged to have exerted influence over the selection of precinct workers and the
    appointment of corrupt members of the Board. Also like Adams, the indictment alleged
    that Maricle recruited candidates for the slate. Maricle was charged with: conspiracy
    to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1), conspiracy to money launder
    under 
    18 U.S.C. § 1956
    (h) (Count 2), obstruction of justice and/or aiding and abetting
    its commission under 
    18 U.S.C. §§ 1503
     and 2 (Count 8), conspiracy against rights
    under 
    18 U.S.C. § 241
     (Count 10), and conspiracy to buy votes under 
    18 U.S.C. § 371
    and 42 U.S.C. § 1973i (Count 11). The government also sought forfeiture against
    Maricle under 
    18 U.S.C. §§ 1963
     (Count 12) and 982 (Count 13).
    William E. “Al Man” Stivers was appointed as election officer by the Board in
    2002 and 2004. He served on the Board as the Democratic judge for the Manchester
    precinct in 2002 and 2004. The indictment alleged that Stivers used his position as an
    election officer to commit extortion and bribery. As a conspiring election officer, he was
    also responsible for marking the hands of voters who had sold their votes and for stealing
    votes on the machines introduced in the 2006 election. Stivers was charged with:
    conspiracy to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1), conspiracy to money
    launder under 
    18 U.S.C. § 1956
    (h) (Count 2), attempted extortion under 18 U.S.C.
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    § 1951 (Count 4), obstruction of justice and/or aiding and abetting its commission under
    
    18 U.S.C. §§ 1503
     and 2 (Count 8), conspiracy against rights under 
    18 U.S.C. § 241
    (Count 10), and conspiracy to buy votes under 
    18 U.S.C. § 371
     and 42 U.S.C. § 1973i
    (Count 11). The government also sought forfeiture against Stivers under 
    18 U.S.C. §§ 1963
     (Count 12) and 982 (Count 13).
    Charles Wayne Jones was as an election officer during the period of the charged
    conspiracy. Jones was appointed as the Democratic Election Commissioner in 2000 and
    served until 2007. He was a member of the Clay County Board of Elections during the
    election cycles of 2002, 2004, and 2006. The indictment alleged that Jones appointed
    corrupt election officers and instructed those officers on how to purchase and steal votes.
    Jones was also responsible, as a Commissioner and a Board member, for certifying the
    accuracy of election results (which he knew to be false). Jones was charged with:
    conspiracy to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1), conspiracy to money
    launder under 
    18 U.S.C. § 1956
    (h) (Count 2), honest-services mail fraud under 
    18 U.S.C. §§ 1341
     and 1346 (Counts 3, 5, 6, and 7), attempted extortion under 
    18 U.S.C. § 1951
     (Count 4), conspiracy against rights under 
    18 U.S.C. § 241
     (Count 10), and
    conspiracy to buy votes under 
    18 U.S.C. § 371
     and 42 U.S.C. § 1973i (Count 11). The
    government also sought forfeiture against Jones under 
    18 U.S.C. §§ 1963
     (Count 12)
    and 982 (Count 13).
    Freddy W. Thompson was elected as Clay County Clerk in 2002 and served until
    2007. By virtue of that position, Thompson was also a member of the Board of Elections
    during the election cycles of 2004 and 2006. The indictment alleged that Thompson
    provided money to be distributed by election officers to buy votes and instructed officers
    in the 2006 election on how to steal votes. Thompson was also responsible, as a Board
    member, for certifying the accuracy of election results (which he allegedly knew to be
    false). Thompson was charged with: conspiracy to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1), conspiracy to money launder under 
    18 U.S.C. § 1956
    (h) (Count 2),
    honest-services mail fraud under 
    18 U.S.C. §§ 1341
     and 1346 (Counts 3, 5, 6, and 7),
    obstruction of justice under 
    18 U.S.C. § 1503
     (Count 9), conspiracy against rights under
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    18 U.S.C. § 241
     (Count 10), and conspiracy to buy votes under 
    18 U.S.C. § 371
     and
    42 U.S.C. § 1973i (Count 11). The government also sought forfeiture against Thompson
    under 
    18 U.S.C. §§ 1963
     (Count 12) and 982 (Count 13).
    Stanley Bowling was elected as Magistrate in 2002 and served until 2007. He is
    also the owner and operator of B and B Excavating, an excavating company located in
    Clay County that obtained contracts from the city of Manchester and the County to
    provide excavation services. The indictment alleged that Bowling distributed money to
    bribe voters and exerted influence over the selection of precinct workers in local
    elections. Bowling was charged with: conspiracy to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1) and conspiracy to money launder under 
    18 U.S.C. § 1956
    (h) (Count
    2). The government also sought forfeiture against Bowling under 
    18 U.S.C. §§ 1963
    (Count 12) and 982 (Count 13).
    William (“Bart”) Morris is the owner and operator of B and J Transport, Inc., a
    sanitation company located in Clay County that contracts with the city of Manchester
    and the County to provide sanitation services. Bart is married to Debra (“Debbie”) L.
    Morris. The indictment alleges that Bart and Debbie distributed funds that were pooled
    by members of the conspiracy to buy votes. Both Bart and Debbie Morris were charged
    with: conspiracy to violate RICO under 
    18 U.S.C. § 1962
    (d) (Count 1), conspiracy to
    money launder under 
    18 U.S.C. § 1956
    (h) (Count 2), and conspiracy to buy votes under
    
    18 U.S.C. § 371
     and 42 U.S.C. § 1973i (Count 11). The government also sought
    forfeiture against both Bart and Debbie Morris under 
    18 U.S.C. §§ 1963
     (Count 12)
    and 982 (Count 13).
    On March 25, 2010, after a seven-week trial, a jury found all defendants guilty
    of all charges and returned a special verdict against defendants on the two forfeiture
    counts. R. 818 (Verdict Form) (Page ID #4965–78); R. 833 (Forfeiture Verdict Form)
    (Page ID #5162–63). Subsequently, the district court granted post-trial motions for
    judgment of acquittal from Jones and Stivers, finding that there was insufficient evidence
    to support their convictions of attempted extortion (Count 4). R. 947 (06/11/2010 D. Ct.
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    Op.) (Page ID #12563–83); R. 1080 (12/01/2010 D. Ct. Op.) (Page ID #13278–87).
    After Skilling v. United States, — U.S. —, 
    130 S. Ct. 2896
     (2010), the district court
    granted post-trial motions for judgment of acquittal from Jones and Thompson because
    their convictions for honest-services mail fraud (Counts 3, 5, 6, and 7) did not involve
    a bribery or a kickback scheme.
    Defendants raise a host of issues on appeal, which we examine below in turn.
    However, we need not address defendants’ challenges to their convictions for conspiracy
    to money launder (Count 2) and the related forfeiture count (Count 13) because the
    government concedes that those convictions rest on an invalid theory. Gov’t Br. at 22,
    59–66. We therefore vacate the convictions of all eight defendants on Count 2 and
    vacate the associated forfeiture under Count 13.
    II. RICO PREDICATE ACT
    Defendants contend that vote buying in violation of Kentucky Revised Statute
    § 119.205 does not constitute “bribery” and therefore is not “racketeering activity” under
    RICO.2 In other words, defendants claim that vote buying is not a valid predicate act for
    the purposes of RICO. Under RICO, “racketeering activity” is
    (A) any act or threat involving . . . bribery . . . , which is chargeable
    under State law and punishable by imprisonment for more than one year;
    (B) any act which is indictable under any of the following provisions of
    title 18, United States Code: Section 201 (relating to bribery), section
    224 (relating to sports bribery) . . . .
    2
    Defendant Bowling first raised this argument in his motion for judgment of acquittal or for a new
    trial, which he filed six months after the jury returned its guilty verdict. R. 1053-2 (Bowling Mot. for
    Acquittal at 7–10) (Page ID #13010–13). The district court struck Bowling’s invalid-predicate argument
    from his motion on the ground that it was untimely, R. 1056 (10/04/2010 D. Ct. Op. at 8–9, 13) (Page ID
    #13049–50, 13054), and Bowling later filed a motion to dismiss for lack of subject-matter jurisdiction
    based on the same argument, R. 1074 (Bowling Mot. to Dismiss) (Page ID #13222–25). The district court
    determined that “Bowling’s argument is more properly framed as a challenge to the sufficiency of the
    indictment” and denied the motion on the merits, determining that Kentucky Revised Statute § 119.205
    is a valid predicate offense for RICO. R. 1081 (12/07/2010 D. Ct. Op. at 3, 16–17) (Page ID #13290,
    13303–04).
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    18 U.S.C. § 1961
    (1). Therefore, the question before this court is whether vote buying,
    chargeable under Kentucky law, is an act involving bribery.
    Legislative history informs us that § 1961(1)(A) lists predicate state offenses by
    reference to their “generic designation” and that § 1961(1)(B) lists predicate federal
    offenses by “specific reference.” H.R. Rep. No. 91-1549, at 56 (1970). As illustrated
    in the present case, this arrangement presents some difficulty because states classify
    offenses differently. Defendants note that Kentucky Revised Statute § 119.205 does not
    use the term “bribery.”3 Thus, according to defendants, vote buying in violation of
    Kentucky Revised Statute § 119.205 is not an act involving bribery.
    Although this argument has some superficial appeal, “[t]he labels placed on a
    state statute do not determine whether that statute proscribes bribery for purposes of the
    RICO statute.” United States v. Garner, 
    837 F.2d 1404
    , 1418 (7th Cir. 1987). Instead,
    “[t]he test for determining whether the charged acts fit into the generic category of the
    predicate offense is whether the indictment charges a type of activity generally known
    or characterized in the proscribed category, namely, any act or threat involving bribery.”
    United States v. Forsythe, 
    560 F.2d 1127
    , 1137 (3d Cir. 1977); see Garner, 
    837 F.2d at 1418
     (“Thus, any statute that proscribes conduct which could be generically defined as
    bribery can be the basis for a predicate act.”); see also Scheidler v. Nat’l Org. for
    Women, Inc., 
    537 U.S. 393
    , 409–10 (2003) (discussing United States v. Nardello,
    
    393 U.S. 286
     (1969), in the context of RICO predicate offenses). Therefore, we must
    consider whether vote buying is the type of activity that is generally known or
    characterized as involving bribery.4
    3
    The statute reads in part: “Any person who makes or offers to make an expenditure to any
    person, either to vote or withhold his vote, or to vote for or against any candidate or public question at an
    election shall be guilty of a Class D felony.” KY. REV. STAT. ANN. § 119.205(1).
    4
    As an initial matter, we note that bribery under RICO is not limited to its early common-law
    definition, which relates to acts of public officials. Perrin v. United States, 
    444 U.S. 37
    , 42–45 (1979)
    (holding that commercial bribery falls under the definition of bribery under the Travel Act, which was
    passed nine years before RICO was enacted).
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    Although intuitively vote buying strikes us as an offense that involves bribery,
    we need not rest our decision on intuition. First, The Model Penal Code (“MPC”),
    which the Supreme Court has considered in construing RICO’s provisions, supports our
    determination that vote buying in violation of Kentucky law constitutes an act involving
    bribery under RICO. Scheidler, 
    537 U.S. at 410
     (“[W]here as here the Model Penal
    Code and a majority of States recognize the crime of extortion as requiring a party to
    obtain or to seek to obtain property, as the Hobbs Act requires, the state extortion
    offense for purposes of RICO must have a similar requirement.”); see Perrin, 
    444 U.S. at
    45 n.11 (looking to the MPC in construing the Travel Act). The MPC states that “[a]
    person is guilty of bribery, a felony of the third degree, if he offers . . . (1) any pecuniary
    benefit as consideration for the recipient’s . . . vote or other exercise of discretion as a
    . . . voter.” MODEL PENAL CODE § 240.1. Vote buying in violation of Kentucky Revised
    Statute § 119.205 is well within the prohibition of bribery under the MPC. Second, other
    states’ classification of vote buying as a bribery offense, which the Supreme Court has
    also considered in construing RICO’s provisions, shows that vote buying is generally
    understood as an act involving bribery. Scheidler, 
    537 U.S. at 410
    . As noted by the
    district court, a majority of states considers vote buying to be a form of bribery.
    5 R. 1081
     (12/07/2010 D. Ct. Op. at 11–12 n.1) (Page ID #13298–99) (listing twenty-six
    states that classify vote buying as a bribery offense or as involving bribery). Finally, the
    provisions of RICO must be construed liberally “to effectuate its remedial purpose[],”
    which is “to seek the eradication of organized crime in the United States by
    strengthening the legal tools in the evidence-gathering process, by establishing new
    5
    For example: ARIZ. REV. STAT. ANN. § 16-1006.A (“It is unlawful for a person knowingly by
    . . . bribery . . . , either directly or indirectly: 1. To attempt to influence an elector in casting his vote or
    to deter him from casting his vote.”); FL. STAT. § 104.061(1) (“Whoever by bribery . . . , either directly or
    indirectly, attempts to influence . . . any elector in voting or interferes with him or her in the free exercise
    of the elector’s right to vote at any election commits a felony of the third degree.”); KAN. STAT. ANN. § 25-
    2409 (“Election bribery is conferring, offering or agreeing to confer, or soliciting, accepting or agreeing
    to accept any benefit as consideration to or from any person either to vote or withhold any person’s vote,
    or to vote for or against any candidate or question submitted at any public election.”); OHIO REV. CODE
    ANN. § 3599.01 (“(A) No person shall . . . during . . . any . . . election: . . . (3) . . . pay, or cause to be paid
    . . . money or other valuable thing . . . with the intent that it or part thereof shall be used to induce such
    person to vote or to refrain from voting. (B) Whoever violates this section is guilty of bribery . . . .”);
    WASH. REV. CODE § 29A.84.620 (“Any person who . . . directly or indirectly offers any bribe, reward, or
    any thing of value to a voter in exchange for the voter’s vote for or against any person or ballot measure,
    or authorizes any person to do so, is guilty of a class C felony . . . .”).
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    penal prohibitions, and by providing enhanced sanctions and new remedies to deal with
    the unlawful activities of those engaged in organized crime.” United States v. Turkette,
    
    452 U.S. 576
    , 587, 589 (1981) (quotation marks and citation omitted). Reading 
    18 U.S.C. § 1961
    (1)(A) to encompass vote buying comports with this mandate. In
    conclusion, vote buying in violation of Kentucky Revised Statute § 119.205 is the type
    of activity that is generally known or characterized as involving bribery.
    Defendants do little to rebut the fact that vote buying is generally understood as
    an offense involving bribery; instead, defendants assert that vote buying in violation of
    Kentucky Revised Statute § 119.205 cannot serve as a predicate offense because of the
    structure of 
    18 U.S.C. § 1961
    (1). As noted earlier, subsection (A) lists state offenses that
    constitute “racketeering activity” by “generic designation,” and subsection (B) lists
    federal offenses that constitute “racketeering activity” by “specific reference.” H.R.
    Rep. No. 91-1549, at 56 (1970). Although two bribery statutes, 
    18 U.S.C. §§ 201
     and
    224, are listed among the specific federal offenses in 
    18 U.S.C. § 1961
    (1)(B), two
    federal vote-buying statutes, 
    18 U.S.C. § 597
     and 42 U.S.C. § 1973i, are not listed in
    subsection (B). Defendants note that Kentucky’s vote-buying statute, Kentucky Revised
    Statute § 119.205, is virtually identical to one of the omitted federal vote-buying statutes,
    
    18 U.S.C. § 597.6
    According to defendants, the omission of vote buying in violation of § 597 as a
    predicate act for RICO means that the nearly identical Kentucky Revised Statute
    § 119.205 cannot serve as a predicate act for RICO. Defendants claim that Congress
    could not have intended to include vote buying when it occurs in a state election but not
    a federal election.         Therefore, defendants argue that the absence of the federal
    vote-buying statutes from 
    18 U.S.C. § 1961
    (1)(B) makes the statute clear: defendants
    assert that vote buying is not “racketeering activity” under RICO. Although defendants’
    structural argument has some appeal, it rests on the false notion that subsections (A) and
    6
    “Whoever makes or offers to make an expenditure to any person, either to vote or withhold his
    vote, or to vote for or against any candidate . . . Shall be fined under this title or imprisoned not more than
    one year, or both; and if the violation was willful, shall be fined under this title or imprisoned not more
    than two years, or both.” 
    18 U.S.C. § 597
    .
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    (B) are coextensive in scope. We have never imposed such a limitation on the scope of
    predicate acts under § 1961(1)(A) and decline to do so now.
    In United States v. Licavoli, we held that both murder and conspiracy to commit
    murder in violation of Ohio law constitute “racketeering activity” because both involve
    murder under § 1961(1)(A).7 
    725 F.2d 1040
    , 1044–47 (6th Cir. 1984). In doing so, this
    court implicitly rejected a coextensive reading of § 1961(1)(A) and (B). Subsection (B)
    lists only one predicate federal offense involving murder: 
    18 U.S.C. § 1958
     (“relating
    to use of interstate commerce facilities in the commission of murder-for-hire”). If
    § 1961(1)(A) and (B) are coextensive in scope, murder and conspiracy to commit murder
    could not be state predicate offenses for the purpose of RICO because neither necessarily
    involves murder-for-hire.           See OHIO REV. CODE ANN. § 2903.02; see also id.
    § 2923.01(A). We rejected this reading of 
    18 U.S.C. § 1961
    (1) in Licavoli and declined
    to limit the scope of RICO predicates because 
    18 U.S.C. § 1961
    (1)(A) contains
    “expansive” language—any act or threat involving—and “‘should be liberally construed
    to effectuate [RICO’s] remedial purposes.’” Licavoli, 
    725 F.2d at 1045
     (quoting
    Organized Crime Control Act of 1970, Pub. L. No. 91-452, § 904(a), 
    84 Stat. 922
    , 947).
    Given Licavoli’s holding and reasoning, we need not read § 1961(1)(A) and (B)
    as coextensive in the present case. We must, instead, construe § 1961(1) to effectuate
    RICO’s purpose. As noted earlier, vote buying in violation of Kentucky Revised Statute
    § 119.205 is an offense generally known or characterized as involving bribery. This
    reading of 
    18 U.S.C. § 1961
    (1)(A) effectuates RICO’s remedial purpose. Finding no
    ambiguity in the 18 U.S.C. 1961(1), we hold that the district court did not err in
    determining that defendants’ RICO convictions rest on a valid predicate act.8
    7
    “‘[R]acketeering activity’ means (A) any act or threat involving murder . . . , which is chargeable
    under State law and punishable by imprisonment for more than one year.” 
    18 U.S.C. § 1961
    (1)(A).
    8
    Defendants insist that this court apply the rule of lenity in construing 
    18 U.S.C. § 1961
    (1). We
    have no occasion to do so because the rule “only serves as an aid for resolving an ambiguity; it is not to
    be used to beget one.” Callanan v. United States, 
    364 U.S. 587
    , 596 (1961). Thus, the rule of lenity
    “comes into operation at the end of the process of construing what Congress has expressed, not at the
    beginning as an overriding consideration of being lenient to wrongdoers.” 
    Id.
     Where there is no
    ambiguity, as is the case here, “the rule of lenity does not come into play.” Turkette, 
    452 U.S. at
    587 n.10.
    For similar reasons, United States v. Turner is not controlling in the case at hand. 
    465 F.3d 667
    , 683 (6th
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                                  Page 12
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    III. VARIANCE
    Defendants contend that the evidence was insufficient to prove a single
    conspiracy and that, at most, the evidence showed two separate conspiracies: Adams
    supporters and White supporters. Therefore, according to defendants, there was a fatal
    variance between what the government charged in Count 1 of the indictment and the
    proof offered at trial.
    Ordinarily, this court reviews de novo the question of whether a variance has
    occurred. United States v. Caver, 
    470 F.3d 220
    , 235 (6th Cir. 2006). That is, if a
    defendant alleges a variance at trial, we reverse the conviction if (1) a variance occurred
    and (2) that variance affected the defendant’s substantial rights. United States v.
    Swafford, 
    512 F.3d 833
    , 841 (6th Cir. 2008). However, when a defendant raises the
    variance issue for the first time on appeal, this court reviews for plain error. 
    Id.
     Under
    this standard, the second part of our inquiry “requires the defendant to prove that the
    error affected the outcome of the district court proceedings.”9 
    Id.
     In the present case,
    Cir. 2006) (discussing the rule of lenity when Congress alters “the federal-state balance in the prosecution
    of crimes.”). Furthermore, Turner involves the application of the mail-fraud statute after McNally v.
    United States, 
    483 U.S. 350
     (1987), not the scope of RICO predicate acts.
    On appeal, Maricle filed a pro se motion to dismiss Counts 1, 2, 12, and 13 of the indictment for
    lack of jurisdiction. In essence, Maricle asserts that federal courts are without subject-matter jurisdiction
    because RICO cannot be used to regulate offenses dealing exclusively with state and local elections. We
    fail to see a cognizable challenge to this court’s subject-matter jurisdiction. Instead, we note that Maricle’s
    argument appears to be that his conviction cannot stand because Congress does not have power under the
    Commerce Clause, under which RICO was enacted, to regulate state and local elections. Although his
    argument is somewhat opaque, it appears that Maricle overlooks our RICO precedents making clear that
    the predicate acts themselves do not require a connection to commerce, they must simply “further the goals
    of an enterprise that itself affects commerce.” Waucaush v. United States, 
    380 F.3d 251
    , 255 (6th Cir.
    2004). Nonetheless, insofar as we are reversing and remanding this case, Maricle’s counsel on remand
    may consider raising these arguments.
    9
    On appeal, Adams and Stivers suggest that they raised this issue at the district court and
    therefore are entitled to de novo review. Adams notes that he filed a motion to dismiss Count 1 and Count
    2 of the indictment. Adams Br. at 32 n.6. In that motion, he argued that the Superseding Indictment is
    defective because it would show multiple conspiracies under Kotteakos v. United States, 
    328 U.S. 750
    (1946). R. 407 (Memo in Support at 3) (Page ID #2410). The district court denied this motion, stating that
    whether one or multiple conspiracies existed would be an issue for the jury to decide. R. 484 (09/10/2009
    D. Ct. Op. at 3) (Page ID #3117). Stivers notes that he filed a motion for a bill of particulars to identify
    the “slates” that each defendant was alleged to have been a part of. Stivers Br. at 25; R. 378 (Mot. for Bill
    of Particulars) (Page ID #1644–48). It is unclear whether Adams or Stivers is entitled to the ordinary de
    novo review. On the one hand their motions were filed before a variance could be proved because it
    requires showing that the evidence at trial varied from the charging terms of the indictment. On the other
    hand, the district court did give material variance instructions to the jury at defendants’ request. R. 826
    (Jury Instructions at 29–30) (Page ID #5035–36).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 13
    5336/ 5337/ 5366
    we need not decide which standard of review applies because under either standard,
    defendants have failed to show that a variance occurred.
    “A variance to the indictment occurs when the charging terms of the indictment
    are unchanged, but the evidence at trial proves facts materially different from those
    alleged in the indictment.” Caver, 
    470 F.3d at 235
    . In conspiracy cases, “a variance
    constitutes reversible error only if . . . the indictment alleged one conspiracy, but the
    evidence can reasonably be construed only as supporting a finding of multiple
    conspiracies.” 
    Id.
     at 235–36 (quotation marks, alterations, and citation omitted). In our
    review for whether the evidence can support only a finding of multiple conspiracies, we
    must view the evidence in the light most favorable to the government because “whether
    single or multiple conspiracies have been shown is usually a question of fact to be
    resolved by the jury.” United States v. Smith, 
    320 F.3d 647
    , 652 (6th Cir. 2003). Our
    “principal considerations in determining the number of conspiracies are the existence of
    a common goal, the nature of the scheme, and the overlapping of the participants in
    various dealings.” 
    Id.
    The thrust of defendants’ argument is that the government proved multiple
    conspiracies, not one, because different members of the alleged conspiracy supported
    different candidates in the 2002 Clay County primary election. According to Adams:
    For years, the White family and its allies had “[p]retty much ruled” Clay
    County. In 2002, Jennings White—the family patriarch—held the office
    of County Clerk and ran for re-election. Kennon White (Jennings’
    nephew) ran for jailer, and state representative Barbara White Colter
    (Jennings’ cousin) ran for reelection.
    Adams opposed the White faction in the 2002 primary election,
    in part because Jennings White was a notorious drug dealer (Adams’
    daughter had a drug problem). Adams encouraged a slate of candidates
    to run against the White candidates. As one prosecution witness
    explained, “[i]t was a power struggle in the county.” Adams and
    Jennings White were known to “hate each other.” White was so furious
    that Adams opposed him in the 2002 election that he asked Kenny Day
    to plant drugs in Adams’ car.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                          Page 14
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    The appellants (and other alleged conspirators) split across the
    White-Adams divide during the 2002 election. Appellant Freddy
    Thompson ran for County Clerk on the slate Adams supported.
    Appellants Charles Wayne Jones and William Stivers supported the
    Adams slate. Appellants Stanley Bowling, William Morris, and Debra
    Morris supported the White faction. Appellant Maricle did not take sides
    in the 2002 primary, although he usually supported the White family.
    Adams Br. at 7–8 (citations to the record omitted). Under this reading of the facts,
    defendants claim that there could not be an agreement among themselves—the essence
    of conspiracy—because they supported opposing candidates. Although defendants are
    correct that the evidence showed competing factions within the conspiracy, this does not
    undermine the government’s theory of the case. Looking to defendants’ common goal,
    the nature of their vote-buying scheme, and the overlap of participants in various
    elections, we cannot say that the evidence can reasonably be construed as supporting
    only a finding of multiple conspiracies.
    Defendants’ multiple-conspiracy theory overlooks the nature of the government’s
    conspiracy charge. The fact that there were competing slates of candidates within the
    conspiracy in the 2002 primary election does not change the possibility that defendants
    agreed to a common goal.10 Count 1 of the indictment charged defendants with
    conspiring to control the Clay County Board of Elections for their own benefit, not for
    the benefit of a political party or cause. The indictment states that defendants’ purposes
    were to obtain, solidify, preserve and expand for the Defendants and their
    associates, political power and control within the county, and personal
    enrichment for themselves and their associates, through the use and
    misuse of the authority and power of the Board [of Elections], and the
    offices of circuit judge, superintendent of schools, and county clerk, and
    the positions of election officers.
    R. 272 (Super. Indict. at 4) (Page ID #1077).
    10
    “To prove a single conspiracy, the government need only show that each alleged conspirator
    had knowledge of and agreed to participate in what he knew to be a collective venture directed toward a
    common goal.” Smith, 
    320 F.3d at 653
    .
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                                Page 15
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    Defendants contend that the present case is indistinguishable from United States
    v. Camiel, 
    689 F.2d 31
     (3d Cir. 1982), because it involves ongoing antagonism between
    two rival factions within the alleged conspiracy.11 They argue that the government’s
    theory in the present case substitutes “common goal” for “agreement” in defining
    conspiracy. In support, Adams analogizes: “The Republican Party and the Democratic
    Party share the ‘common goal’ of controlling the outcome of the presidential election,
    but they do not have an agreement to control the outcome.” Adams Reply Br. at 5.
    Defendants’ analogy misses the mark. Although we agree with defendants that
    at times the members of the conspiracy were supporting candidates who ran against each
    other, “[t]he mere fact that a conspiracy can be subdivided . . . does not mean that
    multiple conspiracies existed.” United States v. Wilson, 
    168 F.3d 916
    , 924 (6th Cir.
    1999). Defendants did not, as they suggest in their analogy and reliance on Camiel,
    agree to control the Board for the benefit of a party or a particular faction thereof.12
    Instead, the evidence showed defendants agreed to a common goal that remained the
    same throughout the period of the alleged conspiracy: “to obtain, solidify, preserve and
    expand . . . political power and control within the county . . . .” R. 272 (Super. Indict.
    at 4) (Page ID #1077). In accord with their agreement to control the Clay County Board
    of Elections for their own personal benefit, conspiring election officers from both
    factions had to turn a blind eye to rampant vote buying. Furthermore, the record shows
    that defendants’ vote-buying scheme was not as simple as us-versus-them or
    Republicans-versus-Democrats. As is the case with politics, defendants’ allegiances to
    11
    In Camiel, the Third Circuit affirmed a district court’s entry of a directed verdict on the basis
    that there was a variance between the charges in the indictment and the proof at trial. The government
    charged the defendants with running a mail-fraud scheme in which Democratic-party supporters were
    placed on the House and Senate payrolls for “no show” jobs for the purpose of increasing the power of the
    Democrats. Relevant here, the Third Circuit affirmed the district court because the evidence showed an
    “antagonistic relationship between the two political factions” within the Democratic party, which
    undermined the possibility that there was a single scheme to increase the power and influence of the party.
    Camiel, 
    689 F.2d at 36
    .
    12
    Further, defendants’ reliance on Camiel is misplaced because: (1) Camiel involved a mail fraud
    prosecution, not a conspiracy, (2) the issue basically was conceded by the government in Camiel, which
    is not true in the case at hand, and (3) the issue “was whether the evidence supported the existence of a
    common scheme to defraud, not (as here) whether a rational, properly instructed jury could find a single
    conspiracy.” Gov’t Br. at 42–43.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 16
    5336/ 5337/ 5366
    one another were not drawn on clear lines, and their own self-interest led to seemingly
    strange alliances.
    The nature of defendants’ vote-buying scheme highlights how individuals
    working for competing slates simultaneously could have agreed to a broader common
    goal of personal benefit. Veteran vote hauler, Bobby “Red” Sams, testified that it was
    common for vote buyers to trade off on which candidates they were supposed to tell paid
    voters to vote for based on “whoever had the most pull or the most money.” R. 933
    (03/04/2010 Trial Tr. at 89) (Page ID #12291). Kennon White’s testimony confirmed
    that slates were not consistent across all precincts:
    Well, what would happen is that when we—when you would go and
    meet with them, they would be certain precincts that they would be able
    to help you in and certain precincts that they wouldn’t. They would tie
    with whatever would be the best to benefit the candidate. In other words,
    someone you—might be for you in one precinct may be against you in
    another, it was just according to what they needed to do to get the votes
    that they wanted, you know.
    R. 840 (02/11/2010 Trial Tr. at 31–32) (Page ID #5597–98); see R. 929 (02/18/2010
    Trial Tr. at 13–15) (Page ID #11943–45). Finally, the record confirms the jury’s finding
    of a single conspiracy because faction lines were not as clearly drawn as defendants
    contend and the overlap of participants in each election demonstrates a single
    conspiracy.
    Prior to the 2002 primary election, Doug Adams invited Kennon White to run for
    county clerk on his slate against Jennings White for the price of $60,000, and, if Kennon
    accepted, Adams “would get Freddy [Thompson] not to run and Freddy would do what
    [Adams] told him to do.” R. 929 (02/18/2010 Trial Tr. at 58–59) (Page ID #11988–89);
    R. 840 (02/11/2010 Trial Tr. at 26–27) (Page ID #5592–93). Ultimately, Kennon White
    decided to run against Freddy Thompson on Jennings White’s slate. R. 929 (02/18/2010
    Trial Tr. at 58–59) (Page ID #11988–89). Wanda White testified that Doug Adams
    attended White faction meetings during the 2002 primary election because “he was just
    playing both sides.” R. 844 (02/19/2010 Trial Tr. at 104) (Page ID #5993). Bart Morris,
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 17
    5336/ 5337/ 5366
    Debbie Morris, Stivers, and Maricle were also present at those meetings, though Maricle
    remained in his car outside of the meeting and communicated with the others through
    a conspirator. 
    Id.
     at 103–05 (Page ID #5992–94). Bobby “Red” Sams also testified that
    Maricle “was down at [William Stivers’s] all the time, and I was there all the time. He
    would tell me to go get the voters and vote them . . . .” R. 933 (03/04/2010 Trial Tr. at
    49) (Page ID #12251). These facts show that in the 2002 election, members of each
    faction attempted to and did in fact work with one another—evidence that the jury could
    find to support a single conspiracy.
    Regarding later elections, Frank Roberts testified that he bought votes for
    Barbara Jo Colter, a member of the White slate, in the 2004 election. R. 875
    (03/01/2010 Trial Tr. at 38–39) (Page ID #8946–47). In the prior election, Roberts
    bought votes for Adams’s slate. 
    Id. at 35
     (Page ID #8943). This shows that co-
    conspirators from different factions worked with one another after each election cycle,
    which supports the jury’s finding of a single conspiracy.
    The 2006 election cycle also involved a mix of members from both factions.
    Kennon White testified:
    A. Okay. [Wanda and I] got involved [in the 2006 election] whenever
    Wayne Jones had come and brought a list to my wife to further up on the
    conversation with Cletus [Maricle] about being appointed to election
    officer. He brought a list to my wife at City Hall and told us to put the
    names down of the people we wanted to serve to help us there.
    Q. All right. So let’s back up. You said that there was a discussion with
    Cletus about becoming—serving, I guess?
    ...
    A. Okay. We had talked with Cletus and he had talked about putting us
    in as election officers, one of us, and when it ended up coming time, he
    had wanted help for his son-in-law who was running for the tax
    commissioner or whatever that office is and that we could help my father
    and help him, you know, by my wife being in there as election officer.
    Q. So what did you do after he made that offer?
    A. We took him up on it, my wife did.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 18
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    ...
    Q. So there were other positions to be filled out besides Wanda’s?
    A. Uh-huh.
    ...
    Q. And did you-all make suggested names for Charles Wayne Jones to
    put on—for the Democrat list [of election officers]?
    A. Yes, we did.
    Q. Do you recall who it was you-all put on the list?
    A. We put Earl Pennington, I think was one, and Dobber [Weaver],
    Charles Weaver’s wife, Minnie Weaver.
    ...
    Q. Did you come up with those names yourself or did you seek input
    from others to suggest those names to Wayne Jones?
    A. I came up with them after talking with Cletus and talking with
    Darnell and Bart [Morris] and other people involved.
    ...
    Q. Did you ever—did you have any meetings with Doug Adams about
    this proposal?
    A. Yes.
    ...
    Q. Okay. Did he make any specific requests of Wanda through you?
    A. He wanted Wanda to be for Kevin Johnson.
    Q. And what office was he seeking?
    A. Sheriff.
    R. 840 (02/11/2010 Trial Tr. at 80–85) (Page ID #5646–51).
    Wanda White’s testimony confirmed the involvement of Maricle, Jones, Stivers,
    Bowling, and Thompson in the 2006 election. R. 931 (02/19/2010 Trial Tr. at 33–35)
    (Page ID #12113–15). To this end, Stivers, Jones, and Thompson taught Wanda White
    how to steal votes on the new voting machines to be utilized in the 2006 election. 
    Id.
     at
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                          Page 19
    5336/ 5337/ 5366
    36–37 (Page ID #12116–17). If the White and Adams factions were as divided as
    defendants contend on appeal, it seems odd that Adams supporters would instruct a
    White supporter on how to steal votes. The overlapping of participants from each
    faction in all three election cycles supports the jury’s finding of a single conspiracy.
    In viewing the evidence in the light most favorable to the government, we cannot
    say that it reasonably can be construed as supporting only a finding of multiple
    conspiracies. Although there was antagonism among members of the conspiracy, the
    evidence supported the jury’s finding of a single conspiracy because defendants agreed
    to a common goal, the nature of vote buying does not allow for a clean division of sides,
    and there was evidence to support the overlapping of participants from both factions in
    each election cycle. Therefore, we conclude that there was no variance.13
    IV. EVIDENTIARY ISSUES
    Defendants raise a series of issues regarding the district court’s evidentiary
    rulings. We address each in turn.
    A. Background and Rule 404(b) Evidence
    Defendants challenge the district court’s admission of the government’s
    background and Rule 404(b) evidence. Because the two often serve as alternative
    grounds for admission, we will consider them together. See United States v. Hardy,
    
    228 F.3d 745
    , 750 (6th Cir. 2000).
    Federal Rule of Evidence 404(b) provides that “[e]vidence of a crime, wrong, or
    other act is not admissible to prove a person’s character in order to show that on a
    particular occasion the person acted in accordance with the character.”14 FED. R. EVID.
    404(b)(1). However, such “evidence may be admissible for another purpose, such as
    13
    Given this holding, we need not examine whether any such variance would have prejudiced
    defendants.
    14
    Recognizing that the 2011 Amendments to the Federal Rules of Evidence were merely stylistic,
    we use the current version of the Rules in this opinion.
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    proving motive, opportunity, intent, preparation, plan, knowledge, identity, absence of
    mistake, or lack of accident.” 
    Id.
     Rule 404(b)(2). In determining the admissibility of
    evidence under Rule 404(b), a district court uses a three-step process:
    First, the district court must decide whether there is sufficient evidence
    that the other act in question actually occurred. Second, if so, the district
    court must decide whether the evidence of the other act is probative of
    a material issue other than character. Third, if the evidence is probative
    of a material issue other than character, the district court must decide
    whether the probative value of the evidence is substantially outweighed
    by its potential prejudicial effect.
    United States v. Jenkins, 
    345 F.3d 928
    , 937 (6th Cir. 2003). With regard to the second
    step,“[e]vidence of other acts is probative of a material issue other than character if
    (1) the evidence is offered for an admissible purpose, (2) the purpose for which the
    evidence is offered is material or ‘in issue,’ and (3) the evidence is probative with regard
    to the purpose for which it is offered.” 
    Id.
     (quotation marks and citation omitted).
    Background or res gestae evidence is an exception to Rule 404(b). United States
    v. Clay, 
    667 F.3d 689
    , 697 (6th Cir. 2012). Background evidence “consists of those
    other acts that are inextricably intertwined with the charged offense.” Hardy, 
    228 F.3d at 748
    . “Typically, such evidence is a prelude to the charged offense, is directly
    probative of the charged offense, arises from the same events as the charged offense,
    forms an integral part of a witness’s testimony, or completes the story of the charged
    offense.” 
    Id.
     Concerned with the potential for abuse of background evidence as a means
    to circumvent Rule 404(b), we have recognized “severe limitations as to ‘temporal
    proximity, causal relationship, or spatial connections’ among the other acts and the
    charged offense.” Clay, 
    667 F.3d at 698
     (quoting Hardy, 
    228 F.3d at 749
    ).
    Typically, “we review a district court’s evidentiary rulings for an abuse of
    discretion.” Id. at 693. However, our review of a district court’s admission of evidence
    under Rule 404(b) mirrors the district court’s three-step process:
    First, we review for clear error the factual determination that other acts
    occurred. Second, we review de novo the legal determination that the
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    acts were admissible for a permissible 404(b) purpose. Third, we review
    for abuse of discretion the determination that the probative value of the
    evidence is not substantially outweighed by unfair prejudicial impact.
    Id. (emphasis added).
    1. Kenny Day, Eugene Lewis, and J.C. Lawson Vote-Buying Testimony
    Prior to trial, the government filed a notice of admission of background evidence
    in the form of testimony from three convicted drug dealers: Kenny Day, Eugene Lewis,
    and J.C. Lawson. R. 581 (Gov’t Notice of Admis.) (Page ID #3745–54). Defendants
    filed motions in opposition, and the district court conducted a hearing on the issue. See
    R. 671 (01/21/2010 D. Ct. Op. at 1) (Page ID #4257). Ultimately, the district court
    determined the following to be admissible background evidence:
    A. The testimony of Kenny Day and/or other evidence that Maricle and
    Adams bought votes in the 1983 election and that Maricle was involved
    in attempting to influence a juror in 1990;
    B. The testimony of Eugene Lewis and/or other evidence that, in the late
    70’s-90’s, Lewis operated as a vote buyer at Maricle, Jones and
    Thompson’s request[];
    C. The testimony of J. C. Lawson and/or other evidence that Lawson
    contributed to Maricle’s campaign in the 1980’s, that Lawson was
    approached by Jones and Bowling to buy votes and that Lawson was paid
    $500 by Bowling after an election;
    Id. at 26–27 (Page ID #4282–83). On appeal, defendants argue that the district court
    abused its discretion in admitting this evidence.
    Defendants’ first contention is that this evidence lacks temporal proximity to the
    charged conspiracy, given that most of the events about which Day, Lewis, and Lawson
    testified occurred in the 1980s. Therefore, according to defendants, the district court
    erred in admitting the testimony. Adams Br. at 23 (“As in Hardy, such temporally
    remote evidence cannot possibly be ‘necessary to explain the charged offense, complete
    the story [of a witness’] testimony, [or] tend to establish the charged conspiracy itself.’
    
    228 F.3d at
    749–50.”). This argument fails for two reasons, both noted by the district
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                               Page 22
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    court. First, vote buying and jury tampering by nature cannot be committed every day
    because elections and trials are not everyday occurrences. Therefore, in the context of
    this case, evidence of vote buying from the 1980s was not as remote as in other cases
    (although we agree with defendants that if the evidence was offered on temporal
    proximity alone it would have been an error). Second, and more importantly, Hardy
    acknowledges that background evidence requires a close “causal, temporal or spatial
    connection.” Hardy, 
    228 F.3d at 748
     (emphasis added). The “or” is significant here
    because without a temporal connection, the evidence was admissible to show a causal
    connection.
    Defendants’ second contention is that the causal connection between vote buying
    in the 1980s and the charged conspiracy is too attenuated to be admissible under Clay.
    A review of Day’s, Lewis’s, and Lawson’s testimony is useful. Day testified that Adams
    and Maricle served as corrupt election officers in the 1980s and bought votes for
    competing parties. Day explained that the Republican Adams and the Democrat Maricle
    reached across party lines, however, to double-cross Corky McKeehan.
    15 R. 835
    (02/04/2010 Trial Tr. at 30–31) (Page ID #5194–95). Day also testified that Adams gave
    him money to purchase votes and that Maricle supplied Day with a list of who should
    serve as election officers in each precinct. 
    Id. at 25
    , 35–36 (Page ID #5189, 5199–60).
    Lewis testified that he was given money to buy votes in Maricle’s presence. R. 869
    (02/04/2010 Trial Tr. at 58) (Page ID #8308). Lewis also testified that he gave Maricle
    $2,000 in cash to buy votes for Maricle’s first campaign for circuit judge. 
    Id.
     at 59–60
    (Page ID #8309–10). Lawson testified that he gave money to be used to buy votes for
    Maricle. R. 870 (02/05/2010 Trial Tr. at 53–54) (Page ID #8402–03).
    As explained by the district court, this evidence is a prelude to and “completes
    the story” of the charged conspiracy by showing how Maricle and Adams rose to
    become political bosses in Clay County, their knowledge of vote buying, and their
    15
    The double-cross worked by taking money from McKeehan to buy him votes but actually
    voting the voter for another candidate, Mike Hooker. Day explained that out of fear of getting caught (and
    killed) for their double-cross, Adams and Maricle announced different results at the precinct than what they
    actually submitted to the Board to tally.
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    personal relationship. Maricle’s and Adams’s rise to power and knowledge of vote
    buying was essential to the government’s case because the indictment alleged that they
    led and directed the operations of the conspiracy. Therefore, there is a causal connection
    between Maricle’s and Adams’s vote-buying activities in the 1980s and the charged
    conspiracy that they were alleged to have directed. Similarly, the fact that they had a
    relationship was essential because the indictment alleged a single conspiracy and
    defendants presented a multiple-conspiracy defense. United States v. Escobar-de Jesus,
    
    187 F.3d 148
    , 169 (1st Cir. 1999) (collecting cases to support the proposition that “[i]n
    a conspiracy case, evidence of other bad acts . . . can be admitted to explain the
    background, formation, and development of the illegal relationship, . . . and, more
    specifically, to help the jury understand the basis for the co-conspirators’ relationship
    of mutual trust”). This is a missing and distinguishing feature from Clay.
    Defendants’ final contention is that the evidence should have been excluded
    under Federal Rule of Evidence 403. Rule 403 provides: “The court may exclude
    relevant evidence if its probative value is substantially outweighed by a danger of . . .
    unfair prejudice.” The district court is afforded broad discretion in making this
    determination; therefore, we review for abuse of discretion and “must maximize the
    probative value of the challenged evidence and minimize its potential for unfair
    prejudice.” United States v. Lloyd, 
    462 F.3d 510
    , 516 (6th Cir. 2006).
    Defendants argue that the probative value of the vote-buying testimony from
    Day, Lewis, and Lawson was far outweighed by the danger of unfair
    prejudice—showing a propensity to commit vote buying. As discussed earlier, the vote-
    buying testimony was probative because it helped explain how Adams and Maricle
    obtained the knowledge to direct and control the conspiracy and to show their
    relationship. With regard to prejudice, the picture painted by the government was not
    pretty, but it was not unfairly ugly either. Furthermore, the district court gave adequate
    instructions:
    (1)    The United States introduced certain testimony and evidence
    which the Court has admitted as background evidence. This includes
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                 Page 24
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    some testimony presented by Kenneth Day, Eugene Lewis, and J.C.
    Lawson. Background evidence includes an act or acts other than the
    specific acts charged in the indictment which are intertwined with the
    offense or offenses charged. The introduction of background evidence
    is offered to complete the story of the charged offense or offenses. Here,
    the United States offered the evidence to show the origins of the
    enterprise (i.e., the inception of the conspiracy) that has been alleged and
    the roles of some of the members of the alleged enterprise.
    (2)     You are cautioned that the United States does not assert that the
    alleged conspiracy which is the subject of the indictment occurred in the
    1980s with one or more of the Defendants participating in vote-buying.
    Instead, the United States offered this testimony as evidence of activity
    that allegedly was the origin of defendants joining the enterprise and
    their respective roles in the enterprise.
    R. 826 (Jury Instructions at 86) (Page ID #5092); see United States v. Merriweather, 
    78 F.3d 1070
    , 1077 (6th Cir. 1996) (“The magnitude of that risk might well have been
    reduced by a clear and concise instruction identifying for the jurors the specific purpose
    for which the evidence was admissible and limiting their consideration of the evidence
    to that purpose.”). Therefore, we conclude that the district court did not abuse its
    discretion in admitting background evidence regarding vote buying in the 1980s and
    1990s.
    2. Kenny Day, Eugene Lewis, and J.C. Lawson Drug-Dealing Testimony
    Defendants also challenge the admission of testimony from Day, Lewis, and
    Lawson that detailed their (and others’) involvement in illicit-drug activities. The
    government responds that such evidence was admissible as proper background evidence,
    Rule 404(b) evidence, or under United States v. Thornton, 
    609 F.3d 373
    , 377 (6th Cir.
    2010). Before addressing the parties’ arguments, we recap just some of the abundant
    drug-dealing testimony given at trial.
    The government elicited the following testimony from Day:
    Q. What kind of drugs did you sell, Mr. Day?
    A. Cocaine and marijuana.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 25
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    Q. And how big of quantities did you sell at the height of your business
    over there in Clay County?
    A. I was selling tons of marijuana at the height of it. I would get a ton
    about every two to three weeks, I would get a ton of marijuana in.
    Q. Now, a ton, in my opinion—my recollection, is about 2,000 pounds?
    A. That is correct.
    Q. And is marijuana sold by the ton or by the pound when you sold it?
    A. I sold it by the pound.
    Q. And what was it bringing per pound?
    A. I sold mine for $1400 a pound.
    ...
    Q. And during the time period, Mr. Day, that you were operating there,
    did you also have some local customers?
    A. Well, I tried not to have none, but on the last, I did. I got greedy and
    took on some local customers, and that was the downfall of me.
    Q. Did you ever know a fellow by the name of Oscar Hubbard?
    A. Yes, I do.
    Q. And how do you know Oscar Hubbard?
    A. I sold him marijuana.
    Q. And did he get prosecuted in your case?
    A. Yes, he did.
    Q. And was he convicted?
    A. Yes, he was.
    Q. And is he related to Doug Adams in any way?
    A. Yes, he is.
    Q. How is he related to Doug Adams?
    A. Doug married his sister.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                            Page 26
    5336/ 5337/ 
    5366 R. 835
     (02/04/2010 Trial Tr. at 9–10, 12–13) (Page ID #5173–74, 5176–77).16
    After this line of questioning, defendants moved for a mistrial because a prior
    order by the district court ruled that “[g]eneric statements or testimony that Adams
    formed relationships with a number of drug dealers in Clay County, Kentucky,” R. 671
    (01/21/2010 D. Ct. Op. at 27) (Page ID #4283), would not be admissible as background
    or Rule 404(b) evidence without further justification from the government. R. 835
    (02/04/2010 Trial Tr. at 13–14) (Page ID #5177–78); see R. 671 (01/21/2010 D. Ct. Op.
    at 20–21) (Page ID #4276–77). The government responded that “[Adams is] associated
    with people who are in [the drug-dealing] business, and that is not, in my understanding
    of the Court’s ruling, impermissible.” R. 835 (02/04/2010 Trial Tr. at 14) (Page ID
    #5178). The district court denied defendants’ motion for mistrial, noting that “to the
    extent that my previous ruling was ambiguous and gave the impression that the United
    States could not seek to introduce such connections with Mr. Adams, I’ll correct that,
    the United States may do so.”17 
    Id. at 15
     (Page ID #5179).
    Day’s drug-dealing testimony continued after making the “connection” with
    Adams:
    Q. During this ‘90s period, what was the quantities of cocaine that you
    were buying and selling there in your business at the pawnshop?
    16
    We note that the focus of Day’s (proffered) testimony progressively shifted from vote buying
    to drug dealing through the district court proceedings. In earlier proceedings, the drug-dealing evidence
    was presented as being tangential to Day’s criminal history. At trial, however, the government opened its
    case with testimony from Day about how he sold tons (in the literal sense) of marijuana. Compare R. 581
    (Gov’t Notice of Admis.) (Page ID #3745–54), and R. 679 (01/19/2010 Hr’g Tr. at 7–29) (Page ID
    #4302–24), with R. 835 (02/04/2010 Trial Tr. at 5–51) (Page ID #5169–215).
    17
    We are unsure how the fact that Day sold marijuana to Adams’s brother-in-law shows that
    Adams and Day are “associated.” Even if it does show the two are associated, it was unnecessary given
    that a connection between Day and Adams was established permissibly through testimony detailing their
    vote buying in the 1980s. Day’s involvement in the drug business (which started in the mid-1990s) and
    the details surrounding it simply did not have any relevance to the government’s case. R. 835 (02/04/2010
    Trial Tr. at 8) (Page ID #5172). Furthermore, we find it troubling that the government’s presentation of
    defendants’ “association” with drug dealers (with the exception of Jones) appears to be based largely on
    innuendo. See Huddleston v. United States, 
    485 U.S. 681
    , 689 (1988) (“This is not to say, however, that
    the Government may parade past the jury a litany of potentially prejudicial similar acts that have been
    established or connected to the defendant only by unsubstantiated innuendo.”); see also Flagg v. City of
    Detroit, 
    715 F.3d 165
    , 176 (6th Cir. 2013) (“[A]ny connection between the excluded evidence and the
    Greene investigation is highly speculative.”).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.           Page 27
    5336/ 5337/ 5366
    A. I would get six, seven, eight kilos, just according to what kind of
    money I had when I went down there.
    Q. And what was cocaine, at that time, selling for?
    A. I sold mine for 1050.
    Q. Okay. Now, 1050, is that per ounce, per kilo, per pound?
    A. Ounce, $1,050 an ounce.
    Q. And approximately how many ounces is [sic] in a kilo of cocaine?
    A. 35.7.
    Q. So you got over 35 ounces out of a kilo of cocaine that you were
    selling for over a thousand dollars an ounce?
    A. That’s right.
    Q. And you were getting around how many kilos every other week?
    A. Five, six, seven . . . .
    
    Id.
     at 17–18 (Page ID #5181–82).
    Lewis’s testimony included these exchanges:
    Q. So what was the understanding that you all—what was the goal, I
    guess, for you and Mr. Baker and Mr. Jones? What were you planning
    to do?
    A. To grow marijuana, sir.
    Q. And did you make any effort to actually follow through with that
    plan?
    A. Yes, we did.
    Q. And what did you do?
    A. We growed several hundred marijuana plants.
    Q. And where did you actually place this marijuana in the ground out,
    in the field somewhere?
    A. Yes, sir. We dug in several little pot patches that were a good place
    to grow. A lot of cedar thickets and pine thickets that accounted pretty
    well for camouflage. And we put small patches in, 40, 50 in a patch. We
    put in somewhere around 500 plants.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.            Page 28
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    Q. And this was put on the farm in Henry County?
    A. Most of it was. Some of it was on another people’s farm, sir.
    Q. And what were your plans to do with the marijuana once it had grown
    to maturity?
    A. To sell it, profit.
    Q. And did you follow through on those plans?
    A. Yes, sir.
    Q. And what did you do with the marijuana you harvested?
    A. We sold it.
    Q. Okay. Did you divide it among yourselves, or did you divide the
    profits, or how did that work?
    A. Yes, we divided some of the marijuana in three different piles, and
    then sometimes I’d take it and hire some people to clean it for us and
    split the money.
    R. 869 (02/04/2010 Trial Tr. at 51–52) (Page ID #8301–02).
    Finally, the government elicited the following testimony from Lawson:
    Q. Mr. Lawson, I believe we’re now publishing the copy of the
    [newspaper] article. There’s a picture there on the center of the screen.
    Could you describe for us who that person is in there?
    A. Yes, sir, that’s me.
    Q. And what’s your background?           What have you got in your
    background?
    A. Marijuana.
    Q. And do you remember being interviewed for that article?
    A. Yes, I do.
    Q. Who did you give an interview to?
    A. Lexington Herald and Bill Estep.
    Q. And where did you all conduct that interview?
    A. Sugar Creek and Red Bird.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.            Page 29
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    Q. And did the reporters actually go out in the mountains with you?
    A. Yes.
    Q. And Bill Estep take that picture of you there?
    A. Yeah.
    Q. Now, at that time, Mr. Lawson, you hadn’t had any convictions for
    marijuana growing, had you?
    A. No.
    Q. And what kind of a drug business did you have? About how much
    marijuana were you growing at the height of your business?
    A. The most, the highest was—I think I made about 350,000 one year.
    Q. $350,000?
    A. Yeah.
    Q. You made that in one year?
    A. Um-hmm.
    Q. Growing marijuana, selling it?
    A. Yes, sir. Yeah.
    Q. And did you grow all that marijuana in Clay County?
    A. Yes.
    Q. And did you sell that marijuana there in Clay County?
    A. No. I sold it to up north.
    Q. Did they come from up north to Clay County to get it?
    A. Yes, they did.
    Q. And that’s one of your marijuana patches there that you took the
    reporters to?
    A. Yeah.
    ...
    Q. What would you average in a year? Would you try to put out so
    many plants each year?
    A. Well, the one year I was talking about, I think I got about 300 pound.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.               Page 30
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    Q. How many plants do you have to grow to harvest 300 pounds?
    A. Probably about 2 or 3 thousand.
    Q. And you grew all these thousands of plants there in Clay County?
    A. Yes, sir.
    R. 870 (02/05/2010 Trial Tr. at 45–47, 59) (Page ID #8394–96, 8408).
    The government contends that the drug-dealing testimony from Day, Lewis, and
    Lawson was admitted properly as background evidence because “defendants’ ties to drug
    dealing helped explain the possible origin of the large amounts of cash addressed at trial,
    even when the evidence showed . . . that defendants turned down money offered by a
    known drug dealer.” Gov’t Br. at 75. We disagree. Evidence of drug dealing from Day,
    Lewis, and Lawson does not qualify as background evidence because it is not
    inextricably intertwined with the charged offense. The evidence does not serve as “a
    prelude to the charged offense” or “complete the story” because there was no allegation
    that drug money from Day, Lewis, and Lawson was used to buy votes in the charged
    conspiracy. Hardy, 
    228 F.3d at 748
    . Therefore, there was no causal connection.
    In Clay, the district court permitted the government to introduce evidence
    relating to an uncharged theft of a handgun from the car of an uninvolved person, Moser.
    We found the admission was an error:
    Here, Clay was charged with carjacking and brandishing a
    firearm during and in relation to the carjacking. In order to convict on
    both counts, the government had to establish that Clay did in fact
    brandish a firearm. Eyewitness testimony established that the carjacker
    used a silver semi-automatic handgun during the incident. Another
    witness, Abernathy, testified that she saw Clay with a semi-automatic
    handgun either the day of or the day before the carjacking. The
    government argues that the evidence of the uncharged theft was
    necessary to complete the story of the offense and explain how Clay
    obtained the handgun.
    This argument is logically flawed. There is no evidence that
    firmly establishes a relationship between the carjacking and the theft.
    The gun stolen from Moser’s car was never recovered, and nothing
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                             Page 31
    5336/ 5337/ 5366
    confirms that stolen weapon was the gun Abernathy saw with Clay, or
    the gun used during the carjacking. Without confirmation that the gun
    is the same, the car theft is neither a prelude to the charged offense, nor
    probative of it. It does not arise from the same events as the carjacking;
    in fact, it is a completely separate and distinct offense that is not essential
    for providing a “coherent and intelligible description of the charged
    offense.” McCormick on Evidence § 190 (6th ed. 2006).
    Clay, 
    667 F.3d. at 698
    .
    In the present case, the connection was even weaker. There was no evidence to
    establish—nor was there even an allegation of—any relationship between drug money
    from Day, Lewis, and Lawson and the charged conspiracy. Therefore, the evidence was
    neither a prelude to the charged offense nor was it probative of the charged offense.
    Furthermore, in Clay, we found an error where the government “had to establish that
    Clay did in fact brandish a firearm.” 
    Id.
     Here, the government did not need to establish
    the source of the funds because it was neither an element of any charged offense nor
    alleged in the indictment. In contrast, the evidence of vote buying in the 1980s was
    proper background evidence because it showed how Maricle and Adams rose to become
    political bosses in Clay County, their knowledge of vote buying, and their personal
    relationship. Such evidence was causally connected to the charged conspiracy because
    the government alleged that, from 2002 to 2007, Maricle and Adams were political
    bosses, directed others to buy votes, and were involved in a single conspiracy. Unlike
    the use of evidence of vote buying in the 1980s and 1990s, there was no causal
    connection between the evidence of drug dealing and the charged conspiracy. The
    government did not charge defendants with purchasing votes with drug proceeds in the
    2002, 2004, and 2006 election cycles.18 Thus, there was no link between the charged
    conspiracy and the admitted drug-dealing evidence.
    18
    In fact, the government’s opening statement acknowledges the lack of connection:
    Money laundering, you hear it used in a lot of different contexts. Maybe you’re
    thinking of money laundering in terms of big drug conspiracies. That’s not what we’re
    talking about. The evidence is going to show that essentially what happened is that
    money that came from those interested pooled it together to vote for candidates . . . .
    R. 892 (Gov’t Opening Statement at 11–12) (Page ID #10758–59).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                          Page 32
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    Additionally, the details surrounding their drug-dealing operations did not
    “form[] an integral part” of Day’s, Lewis’s, or Lawson’s testimony. Hardy, 
    228 F.3d at 748
    . The fact that witnesses Day, Lewis, and Lawson used drug money to buy votes
    in the 1980s and 1990s might have been an integral part of their testimony if there was
    an allegation that defendants used money from Day, Lewis, and Lawson to buy votes in
    the charged conspiracy. Furthermore, as highlighted above, the testimony from Day,
    Lewis, and Lawson focused on the details of their drug-dealing operations, not the
    details of using drug money to buy votes. The overwrought details of their marijuana
    operations were not integral to their testimony and appear to have served one function:
    to paint defendants in a bad light by “connecting” them to drug dealers. For these
    reasons, the evidence of drug dealing from Day, Lewis, and Lawson does not comport
    with this court’s strict limitations on the admission of background evidence.19
    For similar reasons, the evidence is not admissible under Rule 404(b) because
    the evidence of drug dealing is not “‘material’ to matters ‘in issue’ in the case [or]
    ‘probative’ of them.” United States v. Tasis, 
    696 F.3d 623
    , 627 (6th Cir. 2012); see
    United States v. Jenkins, 
    345 F.3d 928
    , 937 (6th Cir. 2003). That is, the government did
    not need to prove that defendants used drug proceeds to purchase votes during the
    charged conspiracy because this was not an element of the offense and was not alleged
    in the indictment. Likewise, defendants did not present a defense that questioned where
    the vote-buying money came from, which would have put the matter “in issue.” See
    Tasis, 696 F.3d at 627. Therefore, the drug-dealing testimony was not admissible under
    Rule 404(b).
    19
    Consequently, the district court’s jury instructions were flawed. Regarding this “background
    evidence,” the district court instructed the jury:
    [Y]ou are also cautioned again that the Defendants are not charged in this matter with
    drug crimes. However, the United States has offered testimony regarding marijuana
    activity as evidence of funds which allegedly could be used to purchase votes, the
    relationship between persons who are alleged to be members of the conspiracy, and the
    Defendants’ positions in the conspiracy.
    R. 826 (Jury Instructions at 86) (Page ID #5092).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 33
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    The government’s other arguments for admissibility under the background-
    evidence exception or Rule 404(b) are equally unavailing:
    When Jones sought someone to commit illegal vote buying in
    Thompson’s race, he turned to Lewis, an individual Jones could trust
    because of their previous relationship violating the drug laws. . . .
    Likewise, the fact that Lawson was a drug dealer whose exploits and
    status as a nonvoting felon were widely known refuted any suggestion
    that Bowling was simply seeking legitimate support when he gave
    Lawson money through an intermediary.
    Gov’t Br. at 74–75. These explanations show that portions of the above evidence were
    relevant to an individual’s testimony, but they do not explain how the details of Day’s,
    Lewis’s, and Lawson’s drug-dealing operations qualify as proper background or Rule
    404(b) evidence.
    The government’s last-ditch argument is that the admission of the drug-dealing
    evidence from Day, Lewis, and Lawson was permissible “to ‘blunt’ forthcoming attacks
    on [its witnesses’] credibility.” Gov’t Br. at 74 n.13 (citing United States v. Thornton,
    
    609 F.3d 373
    , 377 (6th Cir. 2010)). In Thornton, the prosecution preempted the
    defense’s efforts to impeach by questioning its own witness about “the charge to which
    he pled guilty, the statutory penalties and sentencing guideline range he confronted, the
    reason for his agreement to testify at trial, and the charges which the Government had
    agreed to dismiss as a result of his cooperation.” 
    609 F.3d at 377
    . In the present case,
    the government went well beyond the line of questioning in Thornton by eliciting
    testimony from Day regarding the amount of drugs he was selling and the amount of
    money he was making from such sales. This unnecessary, unfairly prejudicial line of
    questioning was not admissible to blunt defendants’ forthcoming credibility attack.
    Even if the evidence was properly admissible as background evidence, under
    Rule 404(b), or under Thornton, it should have been excluded under Rule 403. The
    probative value of the relationship between Jones and Lewis is minimal, given that the
    government’s evidence showed that defendants approached many individuals to buy
    votes for their slate, and the government did not find it necessary to explain a
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.              Page 34
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    relationship of trust with many of those individuals. With regard to the government’s
    explanation for Lawson’s testimony, the fact that money was given to Lawson to buy
    votes “refuted any suggestion that Bowling was simply seeking legitimate support”; the
    fact that Lawson was a former drug dealer does not change this. The government’s last
    argument is the least appealing because evidence of witnesses’ drug dealing in the 1980s
    and 1990s was not probative of an issue in the case at hand, given that there was no need
    for the government to explain the source of money used to purchase votes. The unfair
    prejudice is obvious:
    Q. And that first year[, late 1980s,] that you had this partnership with
    Mr. Jones and Mr. Baker, do you know how much you all made that year
    from your marijuana?
    A. No, sir. But in a couple years together, just a low estimate, we made
    at least 50,000 apiece.
    R. 869 (02/04/2010 Trial Tr. at 54–55) (Page ID #8304–05). Again, the present case
    involves a RICO conspiracy that revolves around vote buying from 2002 to 2007.
    Evidence of a defendant’s drug dealing from more than ten years before the start of a
    vote-buying conspiracy strikes us as unfairly prejudicial, and this unfair prejudice
    substantially outweighs the limited probative value of the evidence. Furthermore, the
    sheer amount of drug-dealing evidence that was presented is entirely disproportionate
    to its probative value, tipping the scales towards unfair prejudice. Therefore, it should
    have been excluded under Rule 403.
    In sum, evidence of widespread drug dealing in Clay County did not serve as a
    prelude to the present case or help complete the story of the offense. Likewise, the
    evidence was not admissible under Rule 404(b) because whether drug proceeds were
    used to buy votes in the charged conspiracy was not “in issue.” The evidence was also
    not admissible to weaken the blow that defendants might have levied on cross-
    examination of Day, Lewis, and Lawson because the line of questioning was outside of
    the bounds of Thornton. Furthermore, even if the evidence were admissible as
    background evidence, Rule 404(b) evidence, or under Thornton, it should have been
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                             Page 35
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    excluded under Rule 403 because the danger of unfair prejudice substantially
    outweighed its limited probative value.20 Therefore, the district court abused its
    discretion in admitting this evidence of drug dealing.
    We must analyze whether the erroneous admission of the drug-dealing evidence
    was nonetheless harmless. Although typically we perform this inquiry with regard to
    each piece of evidence that has been erroneously admitted, we reserve this analysis to
    Part IV.E of this opinion because this case presents several evidentiary errors, prompting
    cumulative error analysis. See Walker v. Engle, 
    703 F.2d 959
    , 968 (6th Cir.) (“We need
    not determine whether each of the alleged errors would, alone, require that we find a
    deprivation of due process. It is clear that the cumulative effect of the conduct of the
    state was to arouse prejudice against the defendant to such an extent that he was denied
    fundamental fairness.”), cert. denied, 
    464 U.S. 951
     (1983); see also Chambers v.
    Mississippi, 
    410 U.S. 284
    , 298 (1973) (“We need not decide, however, whether this error
    alone would occasion reversal since [defendant’s] claimed denial of due process rests
    on the ultimate impact of that error when viewed in conjunction with the trial court’s
    refusal to permit him to call other witnesses.”).
    3. Inside Edition Video
    Defendants challenge the district court’s admission of a video clip from a
    1989 episode of the television show “Inside Edition.” Prior to trial, Maricle filed a
    motion in limine to exclude the video as evidence of prior bad acts under Rule 404.
    R. 604 (Maricle Mot.) (Page ID #3942–45). The district court conducted a hearing on
    the matter and ultimately ruled that portions of the video were admissible under Rule
    404(b). R. 671 (01/21/2010 D. Ct. Op. at 27) (Page ID #4283). The district court
    reasoned that “the statements made by Maricle provide insight into his intent,
    preparation, and plan, regarding how control of the political process with the county can
    20
    We recognize that inevitably some evidence of drug dealing would surface at trial, given the
    pervasiveness of such conduct in Clay County; however, the government’s evidence goes far beyond the
    inevitable, rests largely on innuendo, and appears to be admitted “merely to show a defendant’s propensity
    to go down a once-trodden criminal path again.” Tasis, 696 F.3d at 627.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                            Page 36
    5336/ 5337/ 5366
    be accomplished.” Id. at 24 (Page ID #4280). Before engaging the parties’ arguments
    on appeal, a highlight reel is necessary.
    Inside Edition’s report begins with narration explaining that the “storybook
    setting” of Clay County has been destroyed by marijuana growing.21 Dramatic music
    plays as the camera closes-in on a marijuana leaf. Clay County Sheriff Harold Sizemore
    states that people tell him that they don’t want to move to Clay County because “that’s
    the county that raises all the pot.” A resident of Clay County remarks that “we’re told
    we are the number one producer in the United States, and I’m ashamed of that.” Another
    resident explains “everybody in the county grows it.” Marijuana smoke is blown into
    the camera. Defendant Maricle states that “it is the number one cash crop in this
    county.” He also explains that Clay County is dependent on marijuana. More dramatic
    music plays while law-enforcement officers cut and burn marijuana plants.
    Sheriff Sizemore states that there was a bounty placed on his life because of his
    aggressive cutting of marijuana plants. He also tells Inside Edition that he was “ousted”
    in a recent election by marijuana growers. Inside Edition’s reporter narrates:
    Perhaps not coincidentally, thirteen people were recently indicted on
    charges of election fraud and, in some cases, out and out vote buying.
    And while thus far no link to pot growers has been established, several
    County insiders tell Inside Edition that if it had been a straight election,
    the Sheriff would have won. And while no one is suggesting the
    marijuana growers had their own candidate, it is believed the growers
    played a strong part in the Sheriff’s defeat.
    Maricle states “a substantial percentage of voters can be bought on election day, and by
    substantial, I mean thirty percent or more.”
    Clay County Attorney Clay Bishop Jr. states that “there’s hardly a week that goes
    by that we do not receive a complaint where someone has pointed a gun at someone else
    or shot someone else . . . because they thought [someone] was stealing their marijuana.”
    21
    The episode also contained introductory and concluding remarks by commentator Bill O’Reilly.
    Those remarks were properly left on the district court’s editing room floor for lack of relevance and for
    their prejudicial nature. R. 671 (01/21/2010 D. Ct. Op. at 25–27) (Page ID #4281–83).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 37
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    Inside Edition’s reporter says he and the law enforcement officers are leaving “nothing
    to chance” and straps on a bullet-proof vest before venturing into the hills to find, cut,
    and burn marijuana plants. After cutting and burning a marijuana patch, the reporter
    explains: “During a ten-day sweep [law enforcement officers] say they pulled 15,000
    plants out of Clay County. They put the estimated street value at fifteen to twenty
    million bucks.” The reporter’s closing remarks begin: “The burning issues remain.
    Who’s behind the business. Law men say they don’t know.” He concludes: “most
    frustrating is after all the hard work in the blistering heat, [the law men] can make no
    arrests.”
    The government argues that the video was relevant and properly admitted to
    show Maricle’s intent, preparation, and plan because his statements in the video “made
    it more likely that Maricle knew—e.g., when he met with Jones, Stivers, and Wanda
    White, his hand-picked election officer—that he was part of a conspiracy that sought to
    control county affairs precisely by buying votes.” Gov’t Br. at 72 (citation to the record
    omitted). Defendants characterize this argument as saying that the video was admitted
    to show knowledge or awareness of vote buying. Maricle Reply Br. at 8–9. Because the
    issue of whether Maricle was aware of corruption in Clay County was not disputed or
    at issue, defendants contend that evidence related to Maricle’s knowledge was not
    relevant and, therefore, was admitted for the improper purpose of showing propensity.
    See Merriweather, 
    78 F.3d at
    1076–77 (“After requiring the proponent to identify the
    specific purpose for which the evidence is offered, the district court must determine
    whether the identified purpose, whether to prove motive or intent or identity [or] some
    other purpose, is ‘material’; that is, whether it is ‘in issue’ in the case.”). Defendants
    also assert that the admission violated Rule 403 and that the error in admitting the
    evidence was not harmless.
    As described earlier, we must first review for clear error the factual determination
    that other acts occurred. There is no dispute in the present case that the video is what
    it purports to be—a segment from Inside Edition containing an interview with Maricle.
    Next, we review de novo the legal determination that the acts were admissible for a
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                              Page 38
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    permissible Rule 404(b) purpose. Although we agree with the government that the
    segment does provide insight into Maricle’s intent, preparation, and plan, the contents
    of the video were not limited to such information. Much like the evidence of drug
    dealing from the testimony of Day, Lewis, and Lawson, the video was comprised mostly
    of information about marijuana growing in Clay County. Such information was not
    relevant to Maricle’s intent, preparation, and plan because the government did not allege
    that drug proceeds were used to buy votes in 2002 to 2007. Similarly, the government
    did not need to show possible sources of money used to purchase votes because
    defendants did not present a defense based on lack of funding. In other words, whether
    drug money was used to buy votes from 2002 to 2007 was not “in issue”; therefore,
    evidence going to that fact was not admissible under Rule 404(b).22 See Merriweather,
    
    78 F.3d at 1076
    . Because the evidence was not admissible for a proper purpose, we need
    not consider whether the probative value is substantially outweighed by the danger of
    unfair prejudice. We conclude that the district court improperly admitted the Inside
    Edition video.23
    B. MySpace Message and Mobile Home Burning
    Defendants challenge the admission of two pieces of evidence relating to alleged
    witness intimidation. First, Wanda White testified that she received a threatening
    MySpace message from Brian Hubbard after she testified before a grand jury regarding
    the instant case.
    24 R. 846
     (02/24/2010 Trial Tr. at 63) (Page ID #6132). Second, Wanda
    White also testified that a month after Terry Smith testified before the grand jury, the
    22
    The evidence was also not admissible as “background” evidence for the same reasons that the
    drug dealing testimony from Day, Lewis, and Lawson was not admissible.
    23
    We note that Maricle’s statement that “a substantial percentage of voters can be bought on
    election day, and by substantial, I mean thirty percent or more” is relevant and proper evidence under Rule
    404(b). The government alleged that Maricle directed the conspiracy. In order prove that theory, the
    government needed to show that Maricle possessed the knowledge and plan to control evidence. Thus,
    Maricle’s statement that thirty percent of voters could be bought is relevant because it shows Maricle’s
    intimate understanding of just how many votes can be bought in Clay County. If the video had been
    limited to this portion, it would have been admissible.
    24
    Wanda White testified that the message said something along the lines of “good job, look what
    you’ve done with your lies” and contained a picture of a man pointing a gun at the viewer. R. 846
    (02/24/2010 Trial Tr. at 63) (Page ID #6132).
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    mobile home that he rented from Wanda and Kennon White burned down.25 
    Id.
     at
    65–66 (Page ID #6134–35); see also R. 878 (03/04/2010 Trial Tr. at 112) (Page ID
    #9454). The district court admitted both as intrinsic evidence or, alternatively, under
    Rule 404(b). See R. 846 (02/24/2010 Trial Tr. at 4–24) (Page ID #6073–93).
    In United States v. Barnes, we explained:
    “Intrinsic” acts . . . are those that are part of a single criminal episode.
    Rule 404(b) is not implicated when the other crimes or wrongs evidence
    is part of a continuing pattern of illegal activity.
    
    49 F.3d 1144
    , 1149 (6th Cir. 1995). The contours of what constitutes “intrinsic”
    evidence are not exactly clear; however, we have recognized that intrinsic evidence
    requires a connection to the charged offense.26 
    Id.
     (“[T]here was a direct connection
    between the earlier ‘short’ drug shipment and the receipt of the one for which defendants
    were charged.”); United States v. Gonzalez, 
    501 F.3d 630
    , 640 (6th Cir. 2007) (“But here
    too there was a connection . . . between Rodriguez’s tutoring of Gonzalez in the drug
    trade as Gonzalez drove him to the earlier transactions and Gonzalez’s role as driver of
    the ‘drug car’ in the offense charged against Gonzalez and Rodriguez.”).                           The
    government concedes on appeal that “testimony later at trial did not directly bear out the
    government’s proffer that defendants or their co-conspirators . . . were behind the
    acts.”27 Gov’t Br. at 76. With no connection to the charged conspiracy, the evidence
    was not admissible as intrinsic evidence.
    Similarly, the evidence is not admissible under Rule 404(b). As we recognized
    in Clay, “the issue is not whether the [other act] occurred but whether there is sufficient
    25
    They also testified that the home was uninsured and did not have electricity (suggesting that
    arson was involved).
    26
    We acknowledge that the distinctions among res gestae, inextricably intertwined evidence,
    intrinsic evidence, and background evidence is far from clear. See David P. Leonard, The New Wigmore:
    Evidence of Other Misconduct and Similar Events, § 5. For this reason, our court has relied previously
    on cases involving background evidence when analyzing intrinsic evidence. See United States v. Gonzalez,
    
    501 F.3d 630
    , 639 (6th Cir. 2007) (discussing Hardy in the context of intrinsic evidence).
    27
    With regard to the MySpace message, Hubbard testified that he was not asked by defendants
    to send the message. R. 878 (03/04/2010 Trial Tr. at 92) (Page ID #9434).
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    evidence that [the defendant] committed the act.” 
    667 F.3d at 699
    . Defendants
    requested that the district court make this finding. The district court responded that “at
    this time, . . . there is sufficient evidence if, in fact, the United States offers proof, as
    indicated that they will offer in the case, that there would be a connection to one or more
    defendants in this matter.” R. 846 (02/24/2010 Trial Tr. at 24 (Page ID #6093). As
    noted before, the government concedes that it did not make that connection. Thus, the
    district court abused its discretion in admitting the evidence of witness intimidation.28
    C. Audio Recordings and Transcripts
    Over defendants’ objections, the district court permitted the government to play
    portions of audio recordings made by two cooperating witnesses, Wanda and Kennon
    White. The government was also allowed, over defendants’ objections, to provide the
    jury with transcripts of the recordings. On appeal, defendants argue that the district
    court erred by admitting the audio recordings, permitting the use of inaccurate
    transcripts, and excluding defendants’ exculpatory statements from the recordings and
    transcripts.
    1. Admission of Audio Recordings
    Defendants contend that the district court erred in admitting audio recordings of
    conversations between Wanda and Kennon White and defendants. In particular,
    defendants argue that the recordings were inadmissible because they were “replete with
    inaudible portions, barely intelligible portions, and unidentified speakers.” Jones Br. at
    21.
    “The admission at trial of tape recordings rests within the sound discretion of the
    trial court.” United States v. Wilkinson, 
    53 F.3d 757
    , 761 (6th Cir. 1995). “That
    discretion presumes, as a prerequisite to admission, that the tapes be authentic, accurate
    28
    The better practice, as the government points out, would have been conditionally to admit the
    evidence at that time or to wait until the government has proffered evidence to make the connection and
    admit the evidence then. See Huddleston v. United States, 
    485 U.S. 681
    , 690 (1988). Neither happened
    in the present case, however, so we have no reason to consider what might have occurred in assessing
    whether the district court erred.
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    and trustworthy.” United States v. Robinson, 
    707 F.2d 872
    , 876 (6th Cir. 1983).
    Recordings are not admissible “if the unintelligible portions are so substantial as to
    render the recording as a whole untrustworthy.” 
    Id.
     (quotation marks and citation
    omitted).
    On appeal, defendants do not challenge the authenticity, accuracy, or
    trustworthiness of the recordings. Instead, they claim that the unintelligible portions of
    the recordings rendered the entire recordings untrustworthy and, consequently,
    inadmissible. Having listened to the recordings, we agree with defendants that the
    recordings contain portions that are unintelligible. See United States v. Scarborough,
    
    43 F.3d 1021
    , 1024 (6th Cir. 1994) (reviewing recorded tapes on appeal). We cannot
    say, however, that the district court abused its discretion in admitting the audio
    recordings because the unintelligible portions do not “render the recording as a whole
    untrustworthy.” Robinson, 
    707 F.2d at 876
    .
    2. Use of Transcripts
    Defendants’ second argument regarding the audio recordings relates to the use
    of transcripts by the jury. Defendants contend that the district court abandoned this
    court’s precedent by, in essence, preparing its own transcripts. Defendants also claim
    that the district court erred in finding the government’s transcripts to be accurate because
    inaudible portions of the recordings were transcribed and other portions of the recordings
    were transcribed inaccurately.
    “We review a district court’s rulings as to a jury’s use of transcripts under an
    abuse of discretion standard.” United States v. Jacob, 
    377 F.3d 573
    , 581 (6th Cir. 2004).
    On appeal, defendants must show both error and prejudice. Id.; see Scarborough,
    
    43 F.3d at 1025
    . “The admission of written transcripts of recorded conversations is not
    prejudicial error unless an inaccuracy exists.” United States v. King, 
    272 F.3d 366
    , 372
    (6th Cir. 2001). As outlined in Robinson:
    The ideal procedure for testing accuracy is to have the prosecution and
    defense attorneys stipulate to a transcript. If there is a dispute concerning
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    the contents of the [audio recordings], the second best method is for the
    trial court to make a pretrial determination of accuracy by reading the
    transcript against the [recordings]. The third and least preferred method
    is to present two transcripts to the jury, one of which contains the
    government’s version and the other the defense’s version. Hence, the
    jury becomes the final arbiter of which version is most accurate.
    
    707 F.2d at 876
     (quotation marks and citations omitted).
    In the present case, defendants allege that the district court abandoned this
    procedure by taking “the extra step of itself interpreting and transcribing the recording,
    making edits to the transcript, writing comments, and making admissibility decisions on
    whole sections of the proffered transcripts deemed not pertinent or relevant absent any
    adversary process.” Jones Br. at 22–23. The government responds that the district court
    did not disregard the process described in Robinson but “employed a variation on the
    second method.” Gov’t Br. at 83. The government explains that “[a]fter reviewing the
    government’s transcripts against the audio recordings, the court marked off phrases that
    were unintelligible and also made ‘no[n] substantive changes or additions *** just to
    make the transcripts more complete.’” 
    Id.
     (quoting R. 721 (12/22/2009 Hr’g Tr. at 27)
    (Page ID #4798)). This explanation is quite misleading. Looking to the source of the
    government’s altered quotation, we observe that the district court stated “90 percent of
    the additions that I’ve made are not substantive changes or additions, it’s just to make
    the transcripts more complete.” R. 721 (12/22/2009 Hr’g Tr. at 27) (Page ID #4798).
    This leads us to a simple conclusion: the district court acknowledges that ten percent of
    its changes or additions are substantive.
    This court has not explored what types of changes a district court is permitted to
    make to proposed transcripts. In United States v. Scarborough, we noted that “[t]he
    District Court reviewed the transcript while listening to the tapes and found that the
    transcript was accurate with the exception of two words which the court added.” 
    43 F.3d at 1024
    . We failed to state, however, what words were added by the district court and
    what their effect was on the transcript. In United States v. Hogan, we noted that “the
    magistrate judge’s diligence in approving the transcripts for the jury’s use safeguarded
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                  Page 43
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    Defendant from being prejudiced by the jury’s use of the transcripts” where the
    magistrate judge had “underlined the portions of the transcript corresponding to audible
    parts of the recording, and ordered that the inaudible portions that were not underlined
    be excised from the transcript, and referred to as ‘unintelligible.’” 402 F. App’x 54, 61
    (6th Cir. 2010). Finally, in United States v. Segines, we cautioned that a district court
    abuses its discretion when it allows its “best guess as to [a recording’s] contents to be
    placed into the transcript.” 
    17 F.3d 847
    , 855 (6th Cir. 1994).
    These precedents provide the following guide for what changes a district court
    can make permissibly to a proposed transcript: A district court has the discretion to
    mark portions of the proposed transcript that it finds to be inaudible or unintelligible and
    order that those portions be removed from the transcript and marked accordingly. It also
    has the discretion to add words to enhance the completeness of the transcript. A district
    court cannot, however, make substantive changes—those that affect the meaning of the
    transcript—that are unprompted by either party.
    Here, the district court estimated that it made one-thousand changes to the
    government’s proposed transcripts. R. 721 (12/22/2009 Hr’g Tr. at 27) (Page ID #4798);
    see Appellants Appendix (“A.A.”) at 566–773. As noted earlier, the district court
    acknowledged that some of these changes were substantive. Defendants highlight one
    example of the district court’s substantive changes. The transcript provided to the jury
    included this statement by Thompson: “I think I’m in trouble.” The government did not
    include this inculpatory statement in its proposed transcript; rather, the district court
    added the statement to the government’s proposed transcript after the court reviewed the
    audio recordings. See R. 615 (Thompson Notice of Substantive Errors at 2) (Page ID
    #4037) (“In previous transcripts submitted by the Government, this passage was deemed
    unintelligible. . . . This statement is highly prejudicial, was not heard by either party
    during their original efforts to make a transcript, and is not sufficiently intelligible to be
    included in the transcript.”); see also R. 644 (01/14/2010 D. Ct. Op. at 3) (Page ID
    #4115). This is a substantive change by the district court because it adds an inculpatory
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                                    Page 44
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    statement that previously was not contained in the government’s proposed transcript.29
    This and other substantive changes made by the district court were an abuse of its
    discretion.
    Defendants also contend that portions of the government’s transcript approved
    by the district court were inaccurate. For example, defendants point to a statement
    allegedly made by Maricle that is included in the transcript: “I’ll take care of it.”
    Reviewing the recordings ourselves, we agree with defendants that this statement is
    inaudible and therefore the transcript is inaccurate. Also inaccurate is this exchange
    contained in the transcript:
    Maricle: Last year . . . not been around him. His big problem was a
    conspiracy charge . . . .
    Kennon: Right. Conspiracy charges, they could hit him on that, too?
    A.A. at 14. At trial, Maricle testified that this transcription was incorrect because the
    exchange was really:
    Maricle: Last year, I don’t remember ever being around him, his big
    problem was in the state.
    Kennon: Stephen Charles represented him on that one too.
    R. 883 (03/12/2010 Trial Tr. at 33) (Page ID #9983). In our review of the audio
    recordings, we agree with Maricle that the transcript is inaccurate; however, we cannot
    say with certainty that Maricle’s interpretation is exactly accurate.30 Thus, the district
    court erred in permitting the use of an inaccurate transcript.
    29
    We acknowledge that the district court, of course, did not have the benefit of this opinion at
    that time. We recognize also that the district court went to great lengths to ensure that the transcripts were
    accurate and commend it on that effort.
    30
    We realize that without hearing the recording, readers may wonder just how these two
    seemingly different interpretations stem from the same portion of the recording. With the benefit of the
    recording, we too are unsure as to how, but the fact remains that both appear to be accurate when read
    while listening to the recording. This highlights the district court’s error: when there are two very
    plausible interpretations, the portion is better left as “unintelligible” on the transcript, so that the jury will
    reach its own conclusion when listening to the recording.
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    The district court did instruct the jury throughout trial and in its final charge to
    the jury that the jury should rely on what they heard in the recordings, not what they read
    on the transcripts. Although this instruction helps to minimize the prejudice to
    defendants, “[w]here, as here, there are inaudible portions of the tape, the court should
    direct the deletion of the unreliable portion of the transcript.” King, 
    272 F.3d at 374
    .
    The reason is that “[w]hen tapes are unintelligible . . . a transcript intended as an aid to
    the jury inevitably becomes, in the minds of the jurors, the evidence itself.” Segines, 
    17 F.3d at 854
    . Therefore, we hold that district court erred in failing to delete portions of
    the transcript that were unintelligible or inaudible as well as in making substantive
    changes to the transcript.
    3. Exclusion of Exculpatory Statements
    Defendants’ final argument with regard to the audio recordings and related
    transcripts is that the district court erred in excluding defendants’ exculpatory
    statements. Defendants argue that such statements were admissible under Federal Rule
    of Evidence 106.
    “The ‘rule of completeness’ allows a party to correct a misleading impression
    created by the introduction of part of a writing or conversation by introducing additional
    parts of it necessary to put the admitted portions in proper context.” United States v.
    Holden, 
    557 F.3d 698
    , 705 (6th Cir. 2009). The common-law doctrine of completeness
    is partially codified in Rule 106: “If a party introduces all or part of a writing or
    recorded statement, an adverse party may require the introduction, at that time, of any
    other part—or any other writing or recorded statement—that in fairness ought to be
    considered at the same time.” FED. R. EVID. 106; see Beech Aircraft Corp. v. Rainey,
    
    488 U.S. 153
    , 171–72 (1988). We have determined previously that Rule 106 “covers an
    order of proof problem; it is not designed to make something admissible that should be
    excluded.” United States v. Costner, 
    684 F.2d 370
    , 373 (6th Cir. 1982).31 Right or
    31
    Recognizing “that one panel of this court cannot overturn a decision of another panel,” United
    States v. Lanier, 
    201 F.3d 842
    , 846 (6th Cir. 2000), we note that should this court sitting en banc address
    whether Rule 106 requires that the other evidence be otherwise admissible, it might consider: Stephen A.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                                    Page 46
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    wrong, this court has acknowledged that under Costner “[e]xculpatory hearsay may not
    come in solely on the basis of completeness.” United States v. Shaver, 89 F. App’x 529,
    533 (6th Cir. 2004); see Holden, 
    557 F.3d at 706
     (rejecting defendant’s Rule 106
    argument because “his statements are inadmissible hearsay and were properly
    excluded”).
    Defendants point to numerous instances where the purposes of Rule 106 would
    have been served by admitting their exculpatory statements. For example, cooperating
    witness Kennon White was directed by the government to tell Maricle about the
    questions that were asked when Kennon testified before the grand jury. In the present
    case, the jury heard:
    Kennon: [D]id you use Cletus Maricle’s influence as circuit judge to get
    people to vote for Phillip Mobley? . . .
    Maricle: Did you promise anybody I’d do anything for them?
    Kennon: Only one was that Downy boy; Bobby Downy’s brother . . . .
    A.A. at 769–70. The government was permitted to omit Maricle’s response: “That’s
    one thing I did very seldom, promised to do, I never promised anybody that I would help
    somebody in a Court case . . . UI . . . the simple reason is . . . UI . . . I don’t believe
    having cases held over head forever for some political thing.” 
    Id. at 770
    . In a later
    recording when Kennon brought up the “Downy boy” again, Maricle stated “I don’t
    Saltzburg et al., 1-106 Federal Rules of Evidence Manual § 106.02 (“We believe that these rulings are
    misguided and contrary to the completeness principle embodied in Rule 106. A party should not be able
    to admit an incomplete statement that gives an unfair impression, and then object on hearsay grounds to
    completing statements that would rectify the unfairness.”); Charles Alan Wright et al., 21A Federal
    Practice and Procedure § 5078.1 (2d ed. 2012) (“Even were Rule 106 ambiguous on this point, Rule 102
    requires that it ‘be construed to secure fairness in administration . . . to the end that the truth be ascertained
    and proceedings justly determined.’ No one has ever explained how these standards would be met by a
    construction that would allow a party to present evidence out of context so as to mislead the jury, then
    assert an exclusionary rule to keep the other side from exposing his deception.”); Dale A. Nance, A Theory
    of Verbal Completeness, 80 IOWA L. REV. 825 (1995); United States v. Sutton, 
    801 F.2d 1346
    , 1368 (D.C.
    Cir. 1986) (“The structure of the Federal Rules of Evidence indicates that Rule 106 is concerned with more
    than merely the order of proof. . . . Rule 106 can adequately fulfill its function only by permitting the
    admission of some otherwise inadmissible evidence when the court finds in fairness that the proffered
    evidence should be considered contemporaneously. A contrary construction raises the specter of distorted
    and misleading trials, and creates difficulties for both litigants and the trial court.”).
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    know a thing about that no Downy boy.” Id. at 730. The district court excluded this
    statement too.
    Wanda White, the government’s other cooperating witness, was given the same
    instructions as her husband, Kennon. In one instance, the jury heard:
    Wanda: He asked me, um, oh, how I become an election officer over
    again. Did you appoint me to election officer.
    Maricle: Did I appoint you? (Laugh)
    Wanda: Yeah.
    Id. at 291. The district court excluded Maricle’s response: “I don’t really have any
    authority to appoint anybody.” Id. at 660. Defendants claim that “by severely cropping
    the transcripts, the government significantly altered the meaning of what [defendants]
    actually said.” Maricle Br. at 35. Although we agree that these examples highlight the
    government’s unfair presentation of the evidence, this court’s bar against admitting
    hearsay under Rule 106 leaves defendants without redress.
    Maricle responds that if his exculpatory statements were not admissible under
    Rule 106 during the government’s case-in-chief, such statements became admissible
    when he testified during his defense. The district court rejected this argument because
    “[a]n exculpatory statement made outside the presence of the jury is still an exculpatory
    statement that’s inadmissible under [Rule] 801.” R. 883 (03/12/2010 Trial Tr. at 30)
    (Page ID #9980). On appeal, Maricle relies solely on United States v. Paladino,
    
    401 F.3d 471
     (7th Cir. 2005). Paladino does not, however, address the issue of whether
    hearsay is admissible under Rule 106, and Maricle fails to assert that his exculpatory
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    statements fall within a valid hearsay exception.32 Therefore, the district court did not
    abuse its discretion in excluding defendants’ exculpatory statements.
    D. State-Election Records
    Defendants challenge the district court’s admission of statements that defendants
    argue constitute testimonial hearsay. The statements came from state-election records
    that were introduced in two government exhibits: PR83 and PR84.
    PR83 contains “913 pages of documents documenting statewide complaints of
    election violations between 2002 and 2006, which included a number of complaints
    regarding Clay County that individually named Thompson’s alleged co-conspirators and
    co-defendants.”33 Thompson Br. at 44. The district court explained that PR83 was
    relevant for a non-hearsay purpose:
    32
    Maricle contends that “the excluded portions of the recordings were consistent with Maricle’s
    testimony, which would have rebut[t]ed the government’s express and implied charges of recent
    fabrication or improper influence or motive.” Maricle Br. at 37. Although this is a valid exception to
    hearsay, Maricle has not pointed to anything in the record that shows that his prior statement was offered
    for that purpose. In fact, the record shows that the statements were offered prior to Maricle’s cross-
    examination by the government, undermining the possibility of admitting the statements to rebut the
    government’s charge of fabrication. R. 883 (03/12/2010 Trial Tr. at 30) (Page ID #9980); see United
    States v. Wells, 
    623 F.3d 332
    , 344 (6th Cir. 2010).
    33
    For example:
    Anonymous complaint dated 05/28/2002: “Jennings White/Stanley Bowling/Kennon
    White $75.00 a vote—payed by Bart Morris behind Super America.” A.A. at 509.
    Anonymous complaint dated 11/04/2002: “Rumor that votes will be bought with
    marijuana and oxycotin [sic]. Reports that William Stivers is behind the wrongdoing.
    Id. at 518.
    Jennings White reported on 05/11/2004: “The Clay County School Superintendent will
    control the vote buying by offering jobs in the school system.” Id. at 519.
    Anonymous complaint dated 05/15/2006: “Doug Adams, Superintendent of Clay Co
    Schools, man[ipu]lates the county and tells people who to vote for, especially those who
    work for him.” Id. at 524.
    Anonymous complaint dated 11/07/2006: “Doug White is running for mayor and he is
    buying votes. Precinct officers, his daughter-in-law and her brother, are handing out
    pieces of paper and telling voters to go to Bart Morris’ house. Caller doesn’t know if
    this is in exchange for money or drugs.” Id. at 530.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.               Page 49
    5336/ 5337/ 5366
    [T]here has already been testimony that when the Attorney General’s
    office received complaints that those complaints would be relayed back
    to the [Clay County] clerk for investigation or for action to be taken.
    So knowledge of at least the clerk would certainly be relevant as
    to what was going on and then actions that were taken as a result of that,
    especially if, as has been offered here, there has been evidence that the
    clerk was intimately involved in the election irregularities that were
    taking place; and they would be taking some action to avoid detection.
    R. 934 (03/04/2010 Trial Tr. at 109–10) (Page ID #12311–12); see R. 853 (03/08/2010
    Trial Tr. at 7–8) (Page ID #6846–47); see also R. 876 (03/02/2010 Trial Tr. at 81–83)
    (Page ID #9157–59). The district court also ruled that the records “were not unduly
    prejudicial,” rejecting defendants’ objections based on Federal Rule of Evidence 403
    (“Rule 403”). R. 853 (03/08/2010 Trial Tr. at 8) (Page ID #6847). Finally, the district
    court instructed the jury:
    [T]o the extent that these documents contain complaints that are raised
    by third parties, parties calling to make complaints, those are not being
    admitted for the truthfulness of the statements that are being made in
    those materials.
    They are admitted to show the complaints were received from the
    office and that the office recorded those complaints, and you are so
    instructed.
    R. 934 (3/04/2010 Trial Tr. at 123) (Page ID #12325). Defendants did not object to this
    instruction.
    PR84 contains thirty-five pages of summaries of election-day complaints made
    to the State Board of Elections during the 2004 primary and 2006 primary and general
    elections in Clay County. Thompson Br. at 49. In a sidebar, the district court stated that
    it was admitting PR84 for the non-hearsay purpose of showing defendants’ awareness
    of election irregularities. R. 853 (03/08/2010 Trial Tr. at 93–95) (Page ID #6932–34).
    The district court ruled that the admission of PR84 did not violate Rule 403:
    With respect to 403, these are separate complaints other than those that
    were received by the Attorney General’s Office, but the complaints that
    were being received by both entities[, the State Board of Elections and
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                 Page 50
    5336/ 5337/ 5366
    the Attorney General’s Office,] is clearly relevant in the case. It’s not
    unduly prejudicial. The Court will give a limiting instruction, but, again,
    this goes to a very central issue that the United States is litigating in the
    case . . . .
    Id. at 95 (Page ID #6934). The district court’s limiting instruction was similar to that
    provided for PR83:
    I want to again advise the jury that with respect to any call-in complaints
    reflected in PR84, the exhibit that’s just been introduced, I’ve admitted
    that document as an exhibit, but you should not accept the complaints
    that are contained in that document for the truth of those matters that are
    asserted or that are reflected in the document.
    Id. at 106 (Page ID #6945). Defendants did not object to this instruction at trial; on
    appeal, defendants point out that the district court failed to instruct the jury as to the
    purpose for which it could consider PR84.
    Defendants argue that the admission of these exhibits violated their rights under
    the Confrontation Clause, that the district court abused its discretion in weighing the
    harm of unfair prejudice under Rule 403, and that the district court’s limiting instructions
    were insufficient under Bruton v. United States, 
    391 U.S. 123
     (1968).
    1. Confrontation Clause
    Defendants contend that the complaints contained with the state-election reports
    were testimonial hearsay that were admitted in violation of the Confrontation Clause of
    the Sixth Amendment. The government responds that defendants’ awareness of election
    irregularities was relevant for two non-hearsay purposes and, therefore, does not
    implicate the Confrontation Clause. First, the government contends that the evidence
    supports its theory that after complaints were received, defendants adjusted their scheme
    to avoid detection. Second, the government explains that the evidence shows that
    Thompson’s grand jury testimony was false because he was aware of vote-stealing
    complaints in the 2006 election (Count 9 - obstruction of justice). We agree with the
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.               Page 51
    5336/ 5337/ 5366
    government that the Confrontation Clause is not implicated because the records were
    admitted for valid non-hearsay purposes.
    “The applicable standard of review for an evidentiary ruling of the district court
    where the evidentiary issues relate to a claimed violation of the Sixth Amendment is the
    de novo standard.” United States v. Robinson, 
    389 F.3d 582
    , 592 (6th Cir. 2004).
    “Where testimonial evidence is at issue . . . , the Sixth Amendment demands what the
    common law required: unavailability and a prior opportunity for cross-examination.”
    Crawford v. Washington, 
    541 U.S. 36
    , 68 (2004). The Confrontation Clause does not,
    however, bar the admission of testimonial statements that are offered for non-hearsay
    purposes (i.e., not for the truth of the matter asserted). 
    Id.
     at 59 n.9; United States v.
    Davis, 
    577 F.3d 660
    , 670 (6th Cir. 2009).
    Defendants assert that PR83 and PR84 were not admitted for a non-hearsay
    purpose but were, instead, admitted for the substance of the complaints contained in the
    records; that is, evidence showing that defendants bought votes. With regard to PR84,
    defendants argue that the government’s closing argument acknowledges this improper
    purpose:
    Now, folks, evidence in this case, the attorney general’s office had over
    100 complaints in 2002, over 60 complaints in the 2006 election. You’ve
    got those complaints that are numbered. You’ve got those complaints
    that are in evidence. We have evidence that Wanda White was literally
    seen—and reported to Freddy Thompson himself in 2006—looking over
    changing people’s vote, and reported to him, and he didn’t even tell the
    grand jury that.
    R. 889 (03/22/2010 Trial Tr. at 13) (Page ID #10590). Contrary to defendants’ assertion,
    this statement shows that the government was using the election records for its stated
    non-hearsay purpose: Freddy Thompson lied to the grand jury when discussing
    complaints about the 2006 election because he had, in fact, received reports of outright
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                         Page 52
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    vote buying.34 This was, of course, highly relevant to Count 9 of the indictment, which
    charged Thompson with obstruction of justice.
    Defendants also argue that PR83 could not have been admissible for showing
    defendants’ knowledge of vote buying because Jennings White, not Freddy Thompson,
    was the Clay County Clerk in 2002. This argument overlooks one of the stated non-
    hearsay purposes for which the government admitted the evidence. As discussed by the
    district court, the 2002 election records were relevant to corroborate testimony that
    explained that defendants adjusted their scheme based on the complaints received by the
    County Clerk’s office from the State Board of Elections. R. 853 (03/08/2010 Trial Tr.
    at 8) (Page ID #6847). In particular, testimony showed that defendants moved their
    vote-buying operation after being warned by Jennings White that investigators from the
    Office of the Attorney General (“OAG”) were present in Clay County. R. 840
    (02/11/2010 Trial Tr. at 47) (Page ID #5613). The fact that Jennings, as Clay County
    Clerk, had contact with the State Board of Elections regarding complaints of vote
    buying—which were forwarded to the OAG by the State Board of Elections—has the
    tendency to make it more probable that Jennings was able to warn conspirators about the
    OAG’s investigation. Evidence of such contact from later elections, when Thompson
    served as County Clerk, served a similar purpose. For these reasons, we hold that the
    state-election records were admitted for a non-hearsay purpose; therefore, defendants’
    Confrontation Clause challenge fails.
    2. Rule 403
    Defendants argue that even if their right to confrontation was not violated, the
    district court should have excluded PR83 and PR84 under Rule 403. As noted in part
    IV.A.1 of this opinion, the district court is afforded broad discretion in making its
    balancing determination under Rule 403; however, such discretion is not unfettered.
    E.g., United States v. Haywood, 
    280 F.3d 715
    , 723 (6th Cir. 2002). Even maximizing
    34
    We acknowledge, however, that this relevance relies on other testimony that the complaints
    were in fact forwarded to Thompson.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                   Page 53
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    the probative value of the state-election records and minimizing their potential for unfair
    prejudice, we hold that the district court abused its discretion in admitting the state-
    election records.
    The probative value of the state-election records is minimal at best. As discussed
    earlier, the records were admitted to: (1) corroborate testimony that explained how
    defendants adjusted their scheme based on the complaints received by the Clay County
    Clerk’s office from the State Board of Elections and (2) show that Thompson knew that
    there were reports of vote buying, contrary to his grand jury testimony. Defendants aptly
    point out that both of these purposes rest not on the records themselves but on testimony
    that the records were actually forwarded to the County Clerk from the State Board of
    Elections. The government responds that evidence of knowledge “is hard to come by”
    and therefore has a high probative value.35 Gov’t Br. at 98 (quoting United States v.
    Ross, 
    502 F.3d 521
    , 530 (6th Cir. 2007)). But the records were not evidence of
    knowledge—that came from linking the records from the State Board of Elections to the
    County Clerk. Thus, the evidence was valuable only to the extent that it corroborated
    testimony that defendants adjusted their scheme when the County Clerk (i.e., Thompson)
    received complaints of vote buying. Therefore, the contents of the records did not add
    anything to the government’s case, if considered solely for the stated non-hearsay
    purpose.
    The state-election records are unfairly prejudicial. “Regardless of the reason for
    which the court and the prosecutor thought the evidence was being offered, the prejudice
    inquiry asks whether ‘the jury [was] likely to consider the statement for the truth of what
    was stated with significant resultant prejudice.’” United States v. Evans, 
    216 F.3d 80
    ,
    87 (D.C. Cir. 2000) (quoting United States v. Reyes, 
    18 F.3d 65
    , 70 (2d Cir. 1994)); see
    United States v. Johnson, 
    27 F.3d 1186
    , 1193 (6th Cir. 1994) (“When prior acts evidence
    is introduced, regardless of the stated purpose, the likelihood is very great that the jurors
    will use the evidence precisely for the purpose it may not be considered.”); see also FED.
    35
    The government’s Rule 403 analysis more or less begins and ends there.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.               Page 54
    5336/ 5337/ 5366
    R. EVID. 403 advisory committee’s note (“In reaching a decision whether to exclude on
    grounds of unfair prejudice, consideration should be given to the probable effectiveness
    or lack of effectiveness of a limiting instruction.”). In the present case, the answer is
    unequivocally yes, the jury was likely to consider the statements for their truth. The
    substance of the complaints contained within the state-election records do not simply
    paint defendants in a bad light. See, e.g., United States v. Sanders, 
    95 F.3d 449
    , 453 (6th
    Cir. 1996). In fact, the complaints go even further than propensity evidence, reaching
    one of the most important findings that the jury was required to make: whether
    defendants engaged in vote buying from 2002 to 2006. E.g., A.A. at 509 (Anonymous
    complaint dated 05/28/2002: “Jennings White/Stanley Bowling/Kennon White $75.00
    a vote—payed by Bart Morris behind Super America.”). In the words of Justice
    Cardozo, “[t]he reverberating clang of those accusatory words would drown all weaker
    sounds.” Shepard v. United States, 
    290 U.S. 96
    , 104 (1933); see United States v. Stout,
    
    509 F.3d 796
    , 801 (6th Cir. 2007).
    On balance, the danger of unfair prejudice substantially outweighs the probative
    value. In making this determination, we note there was other evidence available with
    the same probative value but without the unfair prejudice. See United States v.
    Merriweather, 
    78 F.3d 1070
    , 1077 (6th Cir. 1996) (“One factor in balancing unfair
    prejudice against probative value under Rule 403 is the availability of other means of
    proof.”); see also Old Chief v. United States, 
    519 U.S. 172
    , 182–83 (1997) (“If an
    alternative were found to have substantially the same or greater probative value but a
    lower danger of unfair prejudice, sound judicial discretion would discount the value of
    the item first offered and exclude it if its discounted probative value were substantially
    outweighed by unfairly prejudicial risk.”). To corroborate testimony that the County
    Clerk had received complaints of vote buying, the government might have proffered
    redacted versions of the records—removing the unfairly prejudicial accusations that
    defendants were engaging in vote buying. The names of the accused were not relevant
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                           Page 55
    5336/ 5337/ 5366
    to the clerk’s knowledge of vote buying.36 Furthermore, “the admission of this
    prejudicial evidence was not remedied by the district court’s instruction to the jury that”
    the evidence should not be considered for the truth of the complaints contained within.
    Haywood, 
    280 F.3d at 724
    . Making matters worse, the district court failed to instruct
    the jury of the purpose for which it could consider PR84. Although this failure was
    likely because the district court presumed that the jury would understand that it was to
    consider PR84 for the same purpose as PR83, “a clear and concise instruction identifying
    for the jurors the specific purpose for which the evidence was admissible” was especially
    necessary here where the evidence is unfairly prejudicial. Merriweather, 
    78 F.3d at 1077
    .
    We hold that the district court abused its discretion in determining that the danger
    of unfair prejudice from admitting the state-election records did not substantially
    outweigh their probative value.37 Simply put, the state-election records should have
    been excluded under Rule 403.
    E. Cumulative Error
    In sum, the district court erred by: (1) admitting testimony from Kenny Day,
    Eugene Lewis, and J.C. Lawson regarding their drug-dealing activities in the 1980s and
    1990s; (2) admitting the Inside Edition video; (3) admitting evidence of witness
    intimidation; (4) making unprompted, substantive changes to the government’s proposed
    transcripts; (5) permitting the use of inaccurate transcripts; and (6) admitting unredacted
    versions of the state-election records. Defendants argue that when combined, the
    prejudice from these errors necessitates a new trial. We agree.
    36
    The names might have been relevant and probative if the government had offered evidence that
    the scheme was adjusted based on whose name appeared in the complaints. No such evidence was offered,
    however, so we need not address this.
    37
    Given this holding, we need not address defendants’ final argument that under Bruton the
    district court’s limiting instructions did not “adequately shield[ defendants] from the readily apparent
    prejudice associated with introducing hundreds of pages of phone-in reports of wrongdoing from non-
    testifying ‘tipsters.’” Thompson Br. at 54.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 56
    5336/ 5337/ 5366
    “The cumulative effect of errors that are harmless by themselves can be so
    prejudicial as to warrant a new trial.” United States v. Sypher, 
    684 F.3d 622
    , 628 (6th
    Cir. 2012), cert. denied, 
    133 S. Ct. 1650
     (2013). “In order to obtain a new trial based
    upon cumulative error, . . . defendant[s] must show that the combined effect of
    individually harmless errors was so prejudicial as to render [their] trial fundamentally
    unfair.” United States v. Trujillo, 
    376 F.3d 593
    , 614 (6th Cir. 2004).
    Although no one of the six identified errors may warrant reversal on its own, the
    cumulative effect of these errors rendered defendants’ trial fundamentally unfair in
    violation of their rights to due process. Walker v. Engle, 
    703 F.2d 959
    , 968 (6th Cir.)
    (“We need not determine whether each of the alleged errors would, alone, require that
    we find a deprivation of due process. It is clear that the cumulative effect of the conduct
    of the state was to arouse prejudice against the defendant to such an extent that he was
    denied fundamental fairness.”), cert. denied, 
    464 U.S. 951
     (1983); see United States v.
    Parker, 
    997 F.2d 219
    , 221 (6th Cir. 1993) (“After examining [the errors] together,
    however, we are left with the distinct impression that . . . due process was not satisfied
    in this case.”). The government charged a RICO conspiracy lasting from 2002 to 2007.
    In its attempt to prove that defendants were part of an enterprise involved with vote
    buying, the government was permitted to present evidence of profuse drug dealing in the
    1980s and 1990s in Clay County, even though there was no evidence that drug money
    was used to buy votes in the charged conspiracy. The district court also admitted
    evidence that witnesses had been intimidated, even though the government offered no
    evidence that defendants were involved with the intimidation. The erroneous admission
    of this evidence caused great prejudice to defendants. With regard to direct evidence,
    the district court made its first error by injecting itself into the fact-finding process by
    making unprompted, substantive changes to the government’s transcripts. These
    transcripts also contained glaring inaccuracies that should have been left untranscribed.
    Finally, the admission of hearsay accusations should have been excluded under Rule 403
    because their probative value was exceptionally minimal in comparison to the danger of
    unfair prejudice. Given that the government was able to paint an unfair picture of
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                          Page 57
    5336/ 5337/ 5366
    defendants and offer direct prejudicial evidence that should have been excluded, we
    remand the case for a new trial.
    We note that this conclusion is bolstered by several other factors. First, Jones’s
    and Thompson’s convictions for honest-services mail fraud (Counts 3, 5, 6, and 7) have
    been vacated by the district court because they did not involve a bribery or kickback
    scheme. Second, the district court granted post-trial motions for judgment of acquittal
    from Jones and Stivers, finding insufficient evidence to support their convictions of
    attempted extortion (Count 4). Third, the government concedes that defendants’
    conspiracy to money launder (Count 2) and the related forfeiture count (Count 13) rest
    on an invalid theory and should be vacated, and we agree. Finally, the district court
    committed two additional errors: (1) the limitation of cross-examination of Mike Bishop
    and (2) the failure to instruct properly the jury regarding the testimony of Agents
    Sagrecy and Briggs. We address both errors below so that they may be corrected on
    remand; however, we need not determine whether either error constitutes plain error
    because remand is appropriate without these additional errors.38
    F. Cross-Examination of Mike Bishop
    In its opening statement, the government told jurors that Paul Bishop would
    testify about a meeting in his house prior to the 2002 primary election.
    39 R. 868
    (02/03/2010 Trial Tr. at 44) (Page ID #8109). The alleged meeting was called by
    Adams, and the purpose was to pool money for defendants’ vote-buying scheme. Paul
    Bishop did not testify at trial; instead, other witnesses verified that the meeting occurred,
    that some of the defendants were present, and that money was pooled. Relevant here,
    Mike Bishop gave testimony that his father, Paul, told Mike that between $150,000 to
    $200,000 was put on the table at that meeting. R. 849 (03/01/2010 Trial Tr. at 61) (Page
    38
    Furthermore, this court has not determined whether plain errors can be factored into
    cumulative-error analysis. See United States v. Warman, 
    578 F.3d 320
    , 349 n.4 (6th Cir. 2009).
    39
    Paul Bishop was named in the original indictment in this case, pleaded guilty, and agreed to
    cooperate with the government’s investigation.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 58
    5336/ 5337/ 5366
    ID #6469). Although Mike Bishop stated that he was present for some of the meeting,
    he was not present when money was placed on the table.
    On cross-examination of Mike Bishop, defendants attempted to question Mike
    about his father’s problems with his short-term memory, which were well documented
    in a 2002 report provided to defense counsel from the government. The government
    objected, and the district court sustained the objection. Id. at 95 (Page ID #6503).
    Defendants replied: “I understand that you allowed Mike Bishop to testify about what
    his father said over our objection because it’s a co-conspirator statement, but I think it’s
    fair game for him to testify if he has personal knowledge that his father has issues with
    his memory.” Id. at 95–96 (Page ID #6503–04). The district court adhered to its ruling,
    stating that “[i]t is a collateral matter” and that defendants are “attempting to attack the
    character of one witness through another witness.” Id. at 96, 98 (Page ID #6504, 6506).
    The district court, however, did permit Mike Bishop to be questioned about his father’s
    memory issues outside the presence of the jury. Id. at 98–100 (Page ID #6506–08).
    Mike Bishop acknowledged that his father did have serious issues with his short-term
    memory in 2002. Id. at 100 (Page ID #6508).
    “The Confrontation Clause of the Sixth Amendment guarantees the right of an
    accused in a criminal prosecution ‘to be confronted with the witnesses against him.’”
    Delaware v. Van Arsdall, 
    475 U.S. 673
    , 678 (1986). However, “trial judges retain wide
    latitude insofar as the Confrontation Clause is concerned to impose reasonable limits on
    such cross-examination based on concerns about, among other things, harassment,
    prejudice, confusion of the issues, the witness’ safety, or interrogation that is repetitive
    or only marginally relevant.” 
    Id. at 679
    .
    Although Paul Bishop did not testify at trial, defendants correctly note that
    Federal Rule of Evidence 806 enables them to challenge Paul Bishop’s credibility:
    “When a hearsay statement—or a statement described in Rule 801(d)(2) . . . (E)—has
    been admitted in evidence, the declarant’s credibility may be attacked, and then
    supported, by any evidence that would be admissible for those purposes if the declarant
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 59
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    had testified as a witness.” FED. R. EVID. 806. Mike Bishop’s statement that Paul
    Bishop told him that between $150,000 to $200,000 was put on the table at the vote-
    buying meeting qualifies as both hearsay and as a coconspirator statement made during
    and in furtherance of the conspiracy under Federal Rule of Evidence 801(d)(2)(E). As
    part of their attack on Paul Bishop’s credibility, defendants sought to introduce Mike
    Bishop’s understanding of his father’s memory problems. This is the exact type of
    inquiry that the Confrontation Clause guarantees. United States v. Owens, 
    484 U.S. 554
    ,
    559 (1988) (“It is sufficient that the defendant has the opportunity to bring out such
    matters as the witness’ bias, his lack of care and attentiveness, his poor eyesight, and
    even (what is often a prime objective of cross-examination . . . ) the very fact that he has
    a bad memory.”).
    The government responds that even if Paul Bishop had testified, evidence of his
    mental illness and memory problems would still not be admissible because “‘the
    decision of whether or not to allow in evidence of a witness’s mental illness falls within
    the broad discretion of trial courts as they balance possible prejudice versus probative
    value.’” Gov’t Br. at 102 (quoting Boggs v. Collins, 
    226 F.3d 728
    , 742 (6th Cir. 2000)).
    Although district courts do retain such broad discretion, for the reasons discussed in
    Vasquez v. Jones, 
    496 F.3d 564
    , 573–74 (6th Cir. 2007), Boggs is not dispositive in the
    present case. Furthermore, as defendants point out, this court determined in Boggs that
    there was no Confrontation Clause violation in part because there was “considerable
    cross-examination of [the victim’s] past mental condition and treatment.” Boggs, 
    226 F.3d at 743
    . Here, no cross-examination (in front of the jury) was permitted. Finally,
    it is unclear whether Paul Bishop’s memory problems are related to mental illness; thus,
    our cases restricting such a line of questioning are beside the point. Therefore, the
    district court erred by limiting defendants’ cross-examination of Mike Bishop regarding
    his father’s memory issues. Such a line of questioning is appropriate on remand.
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    G. Agents Sagrecy and Briggs Testimony
    Agent Sagrecy testified as an expert witness on behalf of the government. The
    government introduced his testimony as being relevant to the money-laundering counts
    because his testimony would revolve around “the manner and means employed by
    criminal organizations in money laundering.” Jones Br. at 28 (quotation marks omitted).
    Defendants correctly point out that Agent Sagrecy gave both fact testimony and expert
    opinion testimony and that the line between the two was often indiscernible.40 Agent
    Briggs testified as a summary witness on behalf of the government. Although the district
    court did not qualify Agent Briggs as an expert witness, defendants cite various portions
    of Agent Briggs’s testimony that would qualify as inadmissible lay opinion testimony
    under Federal Rule of Evidence 701.41 The government acknowledges that “Briggs
    went beyond pure factual recitation when he evaluated some of the evidence based on
    his training and experience” and that such testimony from a law-enforcement agent is
    40
    For example, the following exchange occurred between the prosecution and Agent Sagrecy:
    Q. And as you have been trained, in your experience in money laundering
    investigations, have you found in your experience and training that organizations often
    utilize financial transactions to conceal or promote their unlawful activities?
    A. Yes.
    Q. And in this case, did you see evidence that there were financial transactions that
    were involved which were used to promote or conceal the activity?
    A. Yes. The financial transactions through the salary and the contracts, they appear to
    be legitimate contracts and salaries. But this actually means a concealing the extortion
    and the bribery. If it were not for those two, the extortion and bribery, the chances of
    receiving salaries are very slim. And the same with the contracts. It appears to be
    legitimate. That’s why people launder money. You want to take dirty money and make
    it appear clean.
    R. 854 (03/09/2010 Trial Tr. at 30–31) (Page ID #6981–82); see id. at 32 (Page ID #6983).
    41
    For example, the following exchange occurred between the prosecution and Agent Briggs:
    Q. During your investigation, did you find that there were segments of the population
    of Clay County that were targeted by this enterprise?
    A. Yes. They tried to partner with large drug dealers, because large drug dealers have
    a lot of disposable income, number one. Number two, they’re not afraid to break the
    law. Number three, they want to get politicians in office so if they get arrested locally,
    they can get the charges taken care of by the sheriff or the judge.
    R. 880 (03/09/2010 Trial Tr. at 103–04) (Page ID #9687–88).
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.               Page 61
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    generally considered to be expert testimony, which requires a district court to instruct
    the jury on the dual nature of the testimony: fact testimony and expert opinion
    testimony. Gov’t Br. at 106. The district court did not instruct the jury as to the dual
    role of the agents’ testimony.
    On remand, witnesses giving expert opinion testimony should be qualified as
    experts by the district court before testifying. Similarly, the district court must
    specifically instruct the jury as to the dual nature of any witness who gives both fact
    testimony and expert opinion testimony. United States v. Lopez-Medina, 
    461 F.3d 724
    ,
    745 (6th Cir. 2006).
    V. SUFFICIENCY OF THE EVIDENCE
    Adams contends that the evidence at trial was insufficient to show that he was
    “‘associated with’” the alleged enterprise (the Board) or that he “‘reached an agreement
    or came to an understanding to conduct or participate in the affairs of [the] enterprise,
    directly or indirectly, through a pattern of racketeering activity.’” Adams Br. at 45
    (quoting R. 826 (Jury Instructions at 16) (Page ID #5022)). We disagree.
    “In reviewing the sufficiency of the evidence, the relevant inquiry is whether,
    after reviewing 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.” United States v. Sliwo, 
    620 F.3d 630
    , 633 (6th Cir. 2010) (citation and quotation
    marks omitted). “Although circumstantial evidence alone can support a conviction, there
    are times that it amounts to only a reasonable speculation and not to sufficient evidence.”
    Newman v. Metrish, 
    543 F.3d 793
    , 796 (6th Cir. 2008).
    The district court instructed the jury that to find that Adams was “associated
    with” the charged enterprise:
    [Adams] must be involved with the enterprise in a way that is related to
    its affairs, although the person need not have a stake in the goals of the
    enterprise and may even act in a way that subverts those goals. A person
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.             Page 62
    5336/ 5337/ 5366
    may be associated with an enterprise without being so throughout its
    existence.
    R. 826 (Jury Instructions at 20) (Page ID #5026). On appeal, Adams does not challenge
    these instructions; instead, he argues that he was not associated with the Board of
    Elections because (1) he was not a member of the Board, (2) he could not have
    controlled the Board in 2002 (given that White’s candidates held the majority then), and
    (3) the government did not present any evidence that Adams attempted to use
    Thompson’s vote on the Board (the candidate he supported) after Thompson became
    County Clerk (replacing Jennings White as the head of the Board).
    We reject these arguments. First, the government did not need to show that
    Adams was a member of the Board or that he exercised some direct control over it;
    instead, the government was required to prove that Adams was involved with the
    Board’s affairs.   Second, the evidence was sufficient to show that Adams was
    instrumental in the vote-buying scheme that led to Thompson’s election as County Clerk
    in 2002 (and therefore Thompson’s becoming head of the Board) and that Adams was
    involved with the Board’s affairs in subsequent elections.
    An example from each election cycle shows Adams’s involvement in the Board’s
    affairs. In 2002, Adams attended the vote-buying meeting at Paul Bishop’s house, where
    money was laid on the table to elect Thompson as County Clerk and therefore head of
    the Board. R. 850 (03/02/2010 Trial Tr. at 90) (Page ID #6635). In 2004, Adams
    induced a candidate to pay $1,000 into the vote-buying pool. R. 849 (03/01/2010 Trial
    Tr. at 16–17) (Page ID #6424–25). The jury could have inferred that Adams asked for
    money knowing that the Board—headed by Thompson—would sign off on the results.
    In 2006, Adams requested that Wanda White, as an election judge, support Kevin
    Johnson for Sheriff. R. 840 (02/11/2010 Trial Tr. at 80–85) (Page ID #5646–51). A
    rational jury could infer from this evidence that Adams agreed to participate in the
    affairs of the enterprise throughout the existence of the alleged conspiracy. Therefore,
    we hold that the evidence was sufficient to convict Adams.
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 63
    5336/ 5337/ 5366
    Maricle, Jones, W. Morris, D. Morris, and Bowling attempt to adopt Adams’s
    argument regarding the sufficiency of the evidence under Federal Rule of Appellate
    Procedure 28(i). “[T]ypically, an argument that a particular defendant did not join an
    alleged conspiracy is fact-specific and not readily transferable to a co-defendant.”
    United States v. Gibbs, 
    182 F.3d 408
    , 421 (6th Cir. 1999) (finding an exception because
    the argument was readily transferable). Defendants have not pointed to a reason to
    deviate from this rule in the case at hand. This is a fact-intensive issue and the evidence
    presented by the government regarding each defendant’s involvement with the
    conspiracy was not uniform. Maricle, Jones, W. Morris, D. Morris, and Bowling have
    not offered individual analyses on why the evidence was not sufficient to convict each
    of them. Therefore, we deny their requests to adopt Adams’s argument regarding the
    sufficiency of the evidence.
    VI. RECUSAL
    Defendants contend that the district court judge erred in failing to recuse himself
    pursuant to 
    28 U.S.C. § 455
     (a) and (b)(1). Maricle Br. at 37. The district court denied
    defendants’ motions to recuse because it found their arguments to be meritless and the
    motion to be an attempt at judge shopping. R. 435 (08/27/2009 D. Ct. Op.) (Page ID
    #2579–613). This court reviews the district court’s denial of defendants’ motions to
    disqualify for abuse of discretion. United States v. Dandy, 
    998 F.2d 1344
    , 1349 (6th Cir.
    1993).
    Federal judges “shall disqualify [themselves] in any proceeding in which [their]
    impartiality might reasonably be questioned” or “[w]here [they have] a personal bias or
    prejudice concerning a party, or personal knowledge of disputed evidentiary facts
    concerning the proceeding.” 
    28 U.S.C. § 455
    (a), (b)(1). “A district court judge must
    recuse himself where a reasonable person with knowledge of the all facts would
    conclude that the judge’s impartiality might reasonably be questioned.” Dandy, 
    998 F.2d at 1349
     (quotation marks omitted). This is an objective standard. 
    Id.
     As explained
    in Liteky v. United States:
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                Page 64
    5336/ 5337/ 5366
    It is wrong in theory, though it may not be too far off the mark as a
    practical matter, to suggest, as many opinions have, that “extrajudicial
    source” is the only basis for establishing disqualifying bias or prejudice.
    It is the only common basis, but not the exclusive one, since it is not the
    exclusive reason a predisposition can be wrongful or inappropriate. A
    favorable or unfavorable predisposition can also deserve to be
    characterized as “bias” or “prejudice” because, even though it springs
    from the facts adduced or the events occurring at trial, it is so extreme as
    to display clear inability to render fair judgment.
    ...
    [O]pinions formed by the judge on the basis of facts introduced or events
    occurring in the course of the current proceedings, or of prior
    proceedings, do not constitute a basis for a bias or partiality motion
    unless they display a deep-seated favoritism or antagonism that would
    make fair judgment impossible. Thus, judicial remarks during the course
    of a trial that are critical or disapproving of, or even hostile to, counsel,
    the parties, or their cases, ordinarily do not support a bias or partiality
    challenge.
    
    510 U.S. 540
    , 551, 555 (1994).
    Defendants argue that the district court was biased because of:
    1) comments made by the judge about the “culture of corruption” in Clay
    County at the sentencing hearing on a related case of Kenneth Day, who
    ultimately testified against Maricle at trial; 2) that in the judge’s
    Memorandum Opinion and Order on Maricle’s bond conditions, the court
    “found Mr. Day’s testimony to be credible” based on his appearance
    before the judge in other cases; and 3) comments made by the court
    during a bond revocation of one of Maricle’s codefendants that the court
    had a concern that “in many cases that have originated in Clay County,
    the defendants coming from Clay County don’t seem to understand that
    once they’re under bond conditions of this Court that those are pretty
    serious conditions.”
    Maricle Br. at 37–38 (citing R. 375 (Mot. to Disqualify) (Page ID #1560–68) and R. 381
    (Mot. to Disqualify) (Page ID #1752–53)). These assertions do not show that the district
    court relied on an extrajudicial source of bias, and defendants cannot otherwise meet the
    “extreme” bias or prejudice standard discussed in Liteky. Defendants have not pointed
    to an extrajudicial source because “all the information known by the judge came from
    Nos. 11-5291/ 5308/ 5311/ 5312/ 5313/ United States v. Adams et al.                            Page 65
    5336/ 5337/ 5366
    his jusicial involvement with related cases.” United States v. Jamieson, 
    427 F.3d 394
    ,
    405 (6th Cir. 2005); see United States v. Hartsel, 
    199 F.3d 812
    , 820–21 (6th Cir. 1999).
    Defendants have not met the “extreme” bias or prejudice standard under Liteky because
    the district court judge’s statements amount to criticism and disapproval of defendants
    and other coconspirators, not deep-seated favoritism or antagonism. See Liteky, 510 U.S
    at 555. Because we do not question the district court’s impartiality, we affirm the denial
    of defendants’ motions to recuse and hold that the district court judge did abuse his
    discretion in failing to recuse himself.42
    VII. CONCLUSION
    To be sure, this was an exceptionally difficult trial to manage, and we commend
    the district court on its close attention to all parties’ concerns and the court’s numerous
    thoughtful opinions. In light of the foregoing, however, we VACATE defendants’
    convictions on all counts and REMAND for a new trial in accordance with this opinion.
    In light of this holding, defendants’ remaining challenges do not warrant our attention
    on this appeal.43
    42
    Defendants also contend that the district court judge was hostile and held deep-seated
    antagonism towards defendants and their counsel. Defendants argue that this hostility and antagonism had
    a chilling effect on defendants’ case. See United States v. Segines, 
    17 F.3d 847
    , 853 (6th Cir. 1994). In
    our review of the record, we cannot say that the district court judge’s statements and actions rise to a
    violation of due process. See United States v. Hynes, 
    467 F.3d 951
    , 960–61 (6th Cir. 2006).
    43
    We note, however, that nothing in this opinion precludes defendants from raising those
    remaining challenges on remand. For example, defendants may file severance motions, and Bowling may
    argue that he was indicted in violation of his Fifth Amendment rights.