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OPINION OF THE COURT McKEE, Circuit Judge. Elvis Irizarry appeals his convictions for violating, and conspiring to violate, the Racketeer Influenced and Corrupt Organizations Act (“RICO”), 18 U.S.C. §§ 1962(c) and (d), a drug offense, and several other substantive offenses. His major complaint is that the government improperly joined and tried separate and unrelated crimes and conspiracies he allegedly committed with several individuals over the course of many years. We will affirm the convictions for the reasons set forth below. I. FACTUAL BACKGROUND Viewed in a light most favorable to the government, the trial evidence showed that Irizarry was a central member of a criminal group that operated out of Jersey City, New Jersey for more than seven years. Irizarry’s principal job was carrying out the group’s criminal activities, including inter alia, murder, arson, armed robbery, drug trafficking, and the extortionate collection of debts. Franco Durso was Irizar-ry’s boss. Durso told Irizarry what to do “if anything needed to be done so far as ... persuad[ing] people to do things, to get something done.” App. at 3163. As the boss, Durso had the final say over Irizarry’s and the group’s activities. For, example, when John McGuinness came to Irizarry with a proposal to rob a check-cashing supermarket in Paterson, New Jersey, Irizarry told McGuiness that he “had to clear it with Franco [Durso] before [McGuiness] could talk to [Irizarry].” App. at 3169. Irizarry carried out the group’s criminal activities through a group of associates that included, among others, Michael Soto, Raymond Looney, Joseph Sammartino, Lee Farrell and Samier Bakhoury (the “crew”). These five individuals formed the core membership of Irizarry’s crew although others were associated with it from time to time. Durso “ran the show” for Massimo Rani-eri in Jersey City, and Durso and Irizarry both answered to Ranieri. App. at 3168. Ranieri was next in line to take control of a group that was the Sicilian wing of the notorious Gambino crime family. Ranieri was based in Brooklyn, New York, but also spent time in Florida. Ranieri’s criminal activities included debt collection, extortion and murder. Durso paid a weekly “tribute to Ranieri in the amount of $500 to $600.” App. at 3198-99. McGuiness testified that a “tribute” is “[w]hen you pay somebody to look over you. Watch out for you” with regard to “disputes' and stuff.” Id. For example, McGuiness once approached Durso because “Timmy,” a man McGuinness knew, had been “stiffed” on a bet “with some bookmaker in New York.” App. at 3201-02. Durso brought McGuiness and Timmy to Brooklyn to meet Ranieri. Ranieri spoke to Timmy alone and “[a] few days later [Timmy] got his money.” App. at 3203. A. Loansharking. Loansharking was one of the principal ways the group generated income. Durso loaned his own money, as well as money belonging to others including McGuiness, Anthony Rotolo, (also known as “Tony the Guinea),” and Rocco Errieo. If Durso was not repaid, Irizarry was sent to collect. Between 1993 and 2000, Irizarry took various crew members - including, Farrell, Looney, Sammartino and Soto - with him on collection rounds in order to have “extra bodies” that would “intimidate people.” App. at 2766. When problems arose, Iri-zarry and the crew would resort to violence. For example, Looney testified about one occasion in early 1996, in which Irizarry confronted John Yengo at Carmine’s Bar. Yengo owed money to several people, including Durso, but he was not making payments. Irizarry went into the bathroom to “talk” to Yengo while Looney remained outside. Looney stated he “heard a commotion” coming from the bathroom. App. at 2989. When Looney went inside the bathroom to check, he saw Irizarry and Yengo “scuffling” and saw Irizarry hit Yengo over the head with a hammer. App. at 2989-90. According to Looney, Irizarry then proceeded to “beat[] [Yengo’s] ass.” Id. Yengo then “immediately [took some money] ... out of his pocket and handed” it to Irizarry. App. at 2990. According to Looney, Yen-go tried to explain that he came to Carmine’s “to talk to Franco [Durso] to tell him he needed time to pay.” Id. A similar incident involved someone known as “Farice,” or “The Fisherman.” Farice owed approximately $20,000 to Dur-so, approximately $30,000 to an individual named “Michael Scurti” and he owed an unknown amount to Rotolo. At some point, Farice received a settlement check and used some of the proceeds to pay Scurti, but not Durso. When Durso learned that Scurti had been favored he told Irizarry, “Let’s go down and straighten it the f[_] out.” App. at 2992. A week later, Irizarry entered the Italian American Club that was across the street from Durso’s pizzeria and returned with a “bloodied up” Scurti. App. at 2992093. Irizarry later told Looney that Scurti “got his ass beat” and he was “going to have to pay that money.” App. at 2993. On another occasion, Looney recalled accompanying Irizarry to a gas station in Fort Lee, New Jersey to make a collection. On the way, Irizarry asked Looney if he would have a problem killing the man who owed the money if he did not pay. Looney assured Irizarry he would do whatever it would “take to get this over with,” App. at 2993. However, this incident did not result in anyone being killed. On yet another occasion, Durso approached McGuiness for information about a pizzeria supplier who owed Durso money, and McGuiness informed Durso of the supplier’s schedule. Irizarry arrived at a local pizzeria on the date scheduled for that supplier’s deliveries and gave him “a little shot in the head.” App. at 3192-94. Although McGuiness did not see the attack, he saw Irizarry go into the pizzeria, and thereafter saw the supplier “running out ... holding his head and scared. He was bleeding.” App. at 3194. B. Cocaine Trafficking. The crew also generated income by trafficking in illegal drugs. From as early as 1991 or 1992, Durso sold cocaine out of his pizzeria and out of two bars in Jersey City - “Carmine’s” and “Martucci’s”. McCloskey assisted Durso’s drug trafficking by “cutting” cocaine for Durso, preparing it for resale, and occasionally selling it. Durso sometimes gave McCloskey funds to purchase drugs, and the two referred to themselves as “partners.” Irizarry’s role in the trafficking scheme consisted of traveling to New York to purchase cocaine and then transporting it back to Jersey City. Irizarry used crew members Sammartino, Soto, Bakhoury, Farrell and Looney to help transport drugs as early as 1993. The routine was generally the same. One or more crew members drove to New York City with Irizarry. There, Irizarry purchased drugs either at a “bodega” or a Cuban sandwich shop. They would, then return together to Jersey City and deliver the cocaine to Durso or McCloskey. On occasion, Irizar-ry made the crew member transport the cocaine back to New Jersey by train while he drove back alone by car. Although Irizarry controlled the actual transportation of the cocaine, Durso had ultimate control of the operation. A 1996 episode illustrates the relative authority of the two confederates. Sometime early that year, Irizarry wanted Bakhoury to take over his role in the drug operation while he, Irizarry, was in Italy. However, Durso refused to allow Bakhoury to do so because Bakhoury smoked marijuana, and Durso apparently thought that Bakhoury could not be trusted. C. Armed Robbery. In early 1994, Irizarry hand picked members of his crew for an armed robbery of an armored truck that delivered money to and from the Kingsbrook Jewish Medical Center in Brooklyn, New York. The robbery scheme apparently resulted from a “tip” Irizarry had received from associates in New York with an “inside connection.” App. at 2739, 2119. The robbery afforded Irizarry an opportunity “to build a reputation for himself,” and he stated that it would also be a good thing for the “old man,” i.e., Ranieri. App. at 1467. Irizarry, Sammartino, Farrell and Bean had several discussions about the details of the robbery, and Durso and Irizarry eventually arranged for a car that would provide the necessary transportation. However, after members of the crew “cased” the hospital, Farrell became concerned over “how dangerous [the scheme] was” and informed Durso of his concerns. App. at 2747-48. The robbery was called off, but Irizarry later told Farrell the robbery was important to him (Irizarry) and that the planners were fortunate they were still alive. Around the same time in early 1996, Irizarry discussed a number of robberies with other confederates including Soto and Looney. The discussions included robbing a supermarket that cashed checks in Paterson, New Jersey, and a check cashing business in Hoboken, New Jersey. McGuiness targeted both these businesses for the group, but he had to get Durso’s permission before discussing the robberies with Irizarry’s crew. On each occasion, Irizarry’s crew went as far as “casing” the businesses even though they did not actually commit the robberies. The Paterson robbery was called off because Irizarry and another crew member were arrested on the day the robbery was to occur after police officers stopped Irizarry’s car and discovered a bulletproof vest and a can of mace. D. Arson. In 1996, Russell Laviola informed Durso that he was having difficulty collecting rent from tenants at a building located at 214 Belvidere Avenue in Jersey Cjty, New Jersey, that Laviola owned. Durso responded by telling Irizarry to visit the tenants with Laviola. Irizarry did so, and informed the tenants that “he was involved with the house ... [and] wanted to get the rent.” App. at 2675. The tenants apparently got the message because they thereafter paid Laviola some of the delinquent rent. Laviola, in turn, gave Irizarry $100 at Durso’s request. However, the tenants moved out of the building about a week later, and Laviola thereafter informed Durso that he (Lavio-la) was having a difficult time selling the property. Ever ready to volunteer a solution for a friend in need; Durso responded by suggesting the problem could be solved by burning the building down. Laviola agreed and paid Durso between $2,000 and $5,000. Thereafter, on March 18, 1996, Durso sent Irizarry and Looney to the building where they used gasoline to incinerate the building. App. at 2707, 2973. Thereafter, they went to Carmine’s Restaurant where they informed Durso that they had “burned the place down.” App. at 2973. However, Laviola remained dissatisfied even though he collected $40,000 in insurance proceeds, because the house did not burn all the way to the ground. A couple of months later, someone known as “Red” contacted Durso because he needed to dispose of his house on Sherman Avenue in Jersey City. Durso had Irizarry, Looney and Garry Biase, a friend of Looney’s, visit Red to discuss the specifics. On June 17, 1996, Irizarry, Looney and Biase drove to the property, poured gasoline “into the bearing wall,” “let it soak in” and then set it on fire. App. at 2985. They then returned to Carmine’s Restaurant. However, Durso later expressed his displeasure to Looney because once again the house had not burned completely down. E. Several Murders. 1. Giancarlo Ravasi. In 1991, Giancarlo Ravasi owed money to Ranieri and several others. At one point, Ravasi borrowed money from a third person to pay Ranieri. Around this time, Ravasi went to Italy. He returned in the summer of 1993 and moved to New York where he eventually obtained employment as a butcher at a supermarket in Brooklyn. App. at 1030. In late summer of 1993, Irizarry told Soto that he had to “go do somebody because somebody was testifying in court against one of his friends.” App. at 1150. He further informed Soto that the target was a butcher in Brooklyn. He also explained that he needed Soto’s help because Soto was a known car thief “as well as a good driver,” app. at 1151, who could steal a ear and drive Irizarry to Brooklyn. In return for Soto’s participation, Irizarry offered Soto $6,000 from his “take” and explained that it would be paid “upon completion” by the people Irizarry was working for. App. at 1153. On September 24, 1993, at approximately 3:00 a.m., Soto picked up Irizarry in a stolen van and drove him to Brooklyn. When they arrived, they waited until they saw a man fitting Ravasi’s description walking down the street with a woman toward the supermarket where Ravasi worked. As Ravasi turned the corner, Irizarry got out of the van, walked up behind Ravasi and fired one fatal shot to the back of Ravasi’s head at close range. Irizarry then fled to Manhattan in the van. There, he and Soto abandoned the van, and took separate trains back to New Jersey. 2. Joseph Marmora and Antonio Pavone. In 1993, Durso’s cousin, Joseph Marmo-ra, was spending a lot of time with Ranieri and other crime figures from Brooklyn, including Anthony Persichetti, who was also known as “Big Tony.” Persichetti testified that Ranieri had introduced him to Marmora in 1992, and that Marmora wanted to get involved in criminal activities. On December 30, 1993, Sammartino drove Irizarry to Marmora’s apartment where Marmora let them in. Marmora’s roommate, Pavone, was in the apartment. While Sammartino and Pavone stayed in the apartment, Irizarry and Marmora stepped out into the hallway to talk. “[A] couple of minutes later,” Irizarry returned, holding Marmora “by the back of the collar or shirt.” App. at 1448-49. Irizarry made Marmora kneel by pointing a gun at him as he told Sammartino to “find stuff to tie Joseph up with.” App. at 1149-50. When Sammartino hesitated, Irizarry put the gun in his face and told him “to hold the gun and point it at Joe” while Irizarry retrieved “belts and ties” from the apartment. App. at 1450-51. Irizarry then tied Marmora’s hands behind his back and his ankles, “pulled a knife,” and stabbed Mar-mora numerous times. App. at 1452-53. Irizarry interrupted the stabbing long enough to walk over to the couch where Pavone was praying, and shoot Pavone in the head at close range. In the meantime, Marmora somehow managed to break free and “attack[ ] Elvis,” and they “began to wrestle around.” App. at 1454. Marmora eventually “got off of Elvis and staggered out of the room,” app. at 1454, only to be followed by Irizarry who shot him three times. Apparently not yet satisfied with the carnage he had thus far wreaked, Irizarry then slit Marmora’s throat, leaving a wound that was ten inches long and an inch deep that severed Marmora’s right jugular vein. The subsequent autopsy revealed a total of 48 stab and cutting wounds on Marmora’s body. Irizarry then returned to the apartment and told Sammartino to wait in the car. About “five minutes or so” later, Irizarry returned to the car “carrying an arm full of clothes,” app. at 1456, and instructed Sammartino to drive to an industrial area of Brooklyn where Irizarry threw the clothes into a dumpster. App. at 1457. Later that same night, Irizarry told Sammartino “that his people were connected, and that if [Sammartino] were to say anything” he “would end up dead no matter where” he went. App. at 1457-58. Irizarry also told Sammartino that if he did not say anything he could “make a lot of money,” and he referred to an “old man” named Massimo. App. at 1458,1459. Irizarry later told Sammartino that “the old man was very pleased with what had happened.” App. at 1461. Sammartino had borrowed the car he used to drive Irizarry to Marmora’s apartment from Edward Pierce. After the murders of Marmora and Pavone, Irizarry was “very concerned ... that Edward Pierce would say something to the police because ... a lot of people in the neighborhood knew about what had happened.” App. at 1461. Irizarry considered killing Pierce, but Sammartino rejected that idea. Sammartino did, however, agree to “get rid of the car ... [i]n case [it contained traces] of any blood, [or other] evidence.” App. at 1462. On January 24, 1994, Sammartino and Pierce took the car to an industrial area of Newark and set it on fire. However, police arrived while it was burning and arrested both of them. They eventually pled guilty to arson, but they said nothing about the murders of Marmora and Pa-vone “[o]ut of fear.” App. at 1465. Rather, Pierce told police that he burned his car for insurance proceeds. Durso became upset when he was told of Marmora’s death. McGuiness asked Dur-so: “How does it feel? You know, that Elvis supposedly is the one that took out Joey Marmora and that’s your cousin?” App. at 3200. Durso replied, “How do you think the door got opened?” App. at 3201. 3. Kyle Veale. In late 1993, Kyle Veale borrowed $3,000 from Irizarry, but failed to repay it. Irizarry told Bakhoury that the money had come from “[t]he guys he’s connected with down at [Carmine’s],” and asked him to talk to Veale about it. App. at 2088-90. Bakhoury knew that Durso was one of the “guys.” App. at 2089. Bakhoury did speak with Veale about the loan and warned him not to “mess with Elvis.” App. at 2090. Bakhoury subsequently told Irizarry that Veale had taken money out of a bank account that Bakhoury owned jointly with Veale. Irizarry responded by telling Bakhoury to “kick his ass.” App. at 2091. On January 1, 1994, Irizarry and Bak-houry picked up Veale at the latter’s apartment and drove to a local high school to test some firearms and silencers. Bak-houry fired a .22 caliber firearm and Iri-zarry fired a .9 mm. As they tested the firearms, Irizarry came up behind Bak-houry, pressed a gun to the back of Bak-houry’s neck and ordered him to shoot Veale. Bakhoury did as ordered, and continued shooting Veale until his bullets ran out - a total of five times. Irizarry then took the murder weapon and warned Bak-houry that his “prints [were] on it” so he better stay quiet. App. at 2105-06. Iri-zarry also told Bakhoury that he had to “learn to be tough because if Kyle gets over on [him], everybody is going to get over on [him].” App. at 2106-07. 4. Jose Ruiz. Irizarry was spending a lot of time with Jose Ruiz in early 1997. Ruiz apparently enjoyed the attention resulting from his association with Irizarry. During this period, Irizarry recruited Ruiz to participate in an armed robbery. Ruiz, in turn, attempted to recruit two of his friends to help out, but they refused. However, the relationship between Iri-zarry and Ruiz soured in February of 1997, after Irizarry told several people that he suspected that Ruiz had burglarized his apartment. This resulted in a change in Ruiz’ attitude toward Irizarry, and Ruiz began trying to avoid Irizarry. According to Riuz’ brother, Jose “didn’t want to be next to [Irizarry],” “he was very scared about something.” App. at 3481-82. Ruiz left his house with Irizarry on February 28, 1997, and was never seen alive again. Ruiz’ body was found the next day near a local high school, about two to three miles from where Veale had been shot. Ruiz had been fatally shot in the right ear at close range. Irizarry later admitted killing Ruiz to Angelina Francolino and Elizabeth Griesi. Griesi was then Irizarry’s girlfriend. Iri-zarry explained to Griesi: “No spic is going to rob me and I’m going to make an example.” App. at 3736. Irizarry’s crime spree ended when he was arrested on May 25, 2000. He told one of the arresting officers: “[y]ou could run, but you can’t hide.” App. at 3932. II. PROCEDURAL HISTORY Following Irizarry’s arrest, a grand jury returned a nine-count second superseding indictment against Durso, Irizarry and Bakhoury. Irizarry was charged in seven of the nine counts. Count One charged Durso, Irizarry and others with conspiring to participate in the affairs of an enterprise through a pattern of racketeering activity and the collection of an unlawful debt, in violation of 18 U.S.C. § 1962(d); Count Two charged Durso and Irizarry and others with participating in the affairs of an enterprise through a pattern of racketeering activity and the collection of an unlawful debt, in violation of 18 U.S.C. § 1962(c) (the “RICO counts”); Count Three charged Durso, Irizarry, Bakhoury and others with conspiring to distribute and possess with the intent to distribute 500 grams or more of cocaine, contrary to 21 U.S.C. §§ 841(a)(1) and 841(b)(l)(B)(ii), in violation of 21 U.S.C. § 846; Count Four charged Durso and Irizarry with conspiring to collect debts by extortionate means, in violation of 18 U.S.C. § 894; Count Five charged Durso and Irizarry with conspiring to commit arson and committing arson affecting interstate commerce, in violation of 18 U.S.C. §§ 844(i) and (2); Count Six charged Durso, Irizar-ry and others with the murder of Jose Ruiz in aid of racketeering in violation of 18 U.S.C. §§ 1959 and 2; and Count Seven charged Irizarry with the use of a firearm in a crime of violence, i.e., the murder of Jose Ruiz, in violation of 18 U.S.C. §§ 924(e)(l)(A)(iii) and 2. Following a trial on all of these charges, a jury returned a special verdict finding Irizarry guilty on all counts. The jury found that the government had proven twelve of the thirteen racketeering acts charged in the two RICO counts. Irizarry was thereafter sentenced to life imprisonment on Counts One, Two and Six, concurrent prison terms of 240 months were imposed on Counts Four and Five; and a prison term of 480 months was imposed on Count three. The court also imposed a consecutive sentence of 60 months on Count Seven. This appeal followed. III. DISCUSSION Irizarry asserts six claims of error. First, he argues that the government failed to prove the existence of a single ongoing enterprise and that it therefore improperly joined separate and unrelated crimes for trial. Second, that there was insufficient evidence to support the jury’s finding that four murders charged as predicate acts were related to the affairs of the enterprise. Third, that the district court committed plain error by failing to instruct the jury that motive was a necessary element of the offenses charged in the indictment. Fourth, that the district court abused its discretion in admitting evidence of uncharged crimes to prove the RICO enterprise alleged in the indictment. Fifth, that the district court abused its discretion in denying a requested continuance. Lastly, he argues that the district court’s failure to find prosecutorial misconduct was an abuse of discretion. We will address each assignment of error separately. A. Failure to Prove a Single Enterprise Resulting in Improper Joinder. The Racketeer Influenced and Corrupt Organizations Act makes it unlawful for any person employed by or associated with any enterprise engaged in, or the activities of which affect, interstate or foreign commerce, to conduct or participate, directly or indirectly, the conduct of such enterprise’s affairs through a pattern of racketeering activity or collection of unlawful debt. 18 U.S.C. § 1962(c). RICO also criminalizes a conspiracy to do any of these unlawful acts. 18 U.S.C. § 1962(d). To establish a § 1962(c) RICO violation, the government must prove the following four elements: “(1) the existence of an enterprise affecting interstate commerce; (2) that the defendant was employed by or associated with the enterprise; (3) that the defendant participated in, either directly or indirectly, in the conduct or the affairs of the enterprise; and (4) that he or she participated through a pattern of racketeering activity.” United States v. Console, 13 F.3d 641, 652-653 (3d Cir.1993). RICO defines an “enterprise” as “any individual, partnership, corporation, association, or other legal entity, and any union or group or individuals associated in fact although not a legal entity.” 18 U.S.C. § 1961(4). The Supreme Court has explained that an enterprise “is an entity separate and apart from the pattern of activity in which it engages,” and that its existence is proven “by evidence of an ongoing organization, formal or informal, and by evidence that the various associates function as a continuing unit.” United States v. Turkette, 452 U.S. 576, 583, 101 S.Ct. 2524, 69 L.Ed.2d 246 (1981). In United States v. Riccobene, 709 F.2d 214, 222 (3d Cir.1983), overruled on other grounds by Griffin v. United States, 502 U.S. 46, 112 S.Ct. 466, 116 L.Ed.2d 371 (1991) we construed Twrkette to require proof of each of the three sub-elements referred to by the Court in this passage, thus requiring the Government to prove: (1) that the enterprise is an ongoing organization with some sort of framework for making or carrying out decisions; (2) that the various associates function as a continuing unit; and (3) that the enterprise be separate and apart from the pattern of activity in which it engages. United States v. Pelullo, 964 F.2d 193, 211 (3d Cir.1992) (citing Riccobene, 709 F.2d at 221-224). “These three issues are questions of fact which, in the first instance, must be resolved by the jury.” Riccobene, at 222. “[Although the proof used to establish the existence of an enterprise and a pattern of racketeering may in particular cases coalesce, proof of a pattern of racketeering activity does not necessarily establish the existence of an enterprise.” United States v. Console, 13 F.3d at 650 (citation and internal quotations omitted). Nevertheless, “in the appropriate case, the enterprise can be inferred from proof of the pattern.” Id. at 650 n. 5 (citation omitted). Irizarry claims that the “government improperly joined for trial separate unrelated crimes since it failed to prove the existence of a single ongoing criminal enterprise.” Irizarry’s Br. at 31. He argues that the government “jointed] in one trial a number of separate crimes allegedly committed by [him] over the course of many years and involving many different unrelated individuals.” Id. at 43. He claims that, since the government failed to prove the existence of a single enterprise, “the joinder of separate crimes and coconspiracies into one criminal trial was inherently unfair,” and a new trial is required on all of the counts of conviction. Id. at 44. Irizarry’s argument conflates two related but distinct legal claims. He conflates the issue of joinder under Fed.R.Crim.P. 8 with the issue of whether the government proved the existence of a single RICO enterprise. Nevertheless, in an overabundance of caution, we will address the claim he is actually raising as two separate claims, one based on Fed.R.Crim.P. 8, and one based on whether the government proved the existence of a single RICO enterprise. (i). Improper Joinder. To the extent that Irizarry is arguing that there was an improper joinder, his argument is without merit. Federal Rule of Criminal Procedure 8 governs joinder of offenses and joinder of defendants. It states: (a) Joinder of Offenses. The indictment or information may charge a defendant in separate counts with 2 or more offenses if the offenses charged - whether felonies or misdemeanors or both - are of the same or similar character, or are based on the same act or transaction, or are connected with or constitute parts of a common scheme or plan. (b) Joinder of Defendants. The indictment or information may charge 2 or more defendants if they are alleged to have participated in the same act or transaction, or in the same series of acts or transactions, constituting an offense or offenses. The defendants may be charged in one or more counts together or separately. All defendants need not be charged in each count. Fed.R.Crim.P. 8(a), (b). We make an “independent determination” as to whether or not there was an improper joinder of counts under Rule 8. United States v. Somers, 496 F.2d 728, 729 (3d Cir.1974). If we determine that counts were improperly joined, we must undertake a harmless error analysis to see if prejudice resulted. United States v. McGill, 964 F.2d 222, 241 (3d Cir.1992). Our inquiry into whether offenses or defendants were properly joined focuses upon the indictment, not upon the proof that was subsequently produced at trial. Id. Irizarry’s focus on Rule 8(b) at first appears misguided because Rule 8(b) authorizes joinder of defendants and Irizarry is actually challenging the joinder of allegedly unrelated offenses. Therefore, the plain language of Rule 8 suggests that he must rest his claim of misjoinder on Rule 8(a). However, we have held that Rule 8(a) “dealing with the joinder of offenses, applies only to prosecutions involving a single defendant” and that in a multidefendant case such as this, “the tests for joinder of counts and defendants is merged in Rule 8(b).” United States v. Somers, 496 F.2d at 729 n. 8. Moreover, most courts have held that Rule 8(b) applies exclusively to issues of joinder of multiple defendants and that Rule 8(a) applies only in cases involving a single defendant charged with multiple offenses. See United States v. Eufrasio, 935 F.2d 553, 570 (3d Cir.1991) (citing United States v. Kopituk, 690 F.2d 1289, 1312 (11th Cir.1982)). Therefore, Irizarry’s reliance on Rule 8(b) is proper. Count One, the RICO conspiracy count, charged that Durso, Irizarry and others, known and unknown, including members and associates of an international criminal organization known as, “La Cosa Nostra,” constituted an enterprise whose principal purpose was to earn money through the commission of various crimes including murder, arson, robbery, cocaine distribution and the extortionate collection of “debts.” Count One also charged that Durso, Irizarry and others conspired to commit at least two of thirteen racketeering predicates described in Count Two. Count One also described a cocaine distribution trade headed by Durso in which Irizarry was responsible for purchasing cocaine and delivering it to Durso and in which Irizarry conspired with Bakhoury to sell a quantity of cocaine. Count Two, the RICO substantive count, charged that Irizarry, being employed by and associated with the enterprise, participated in the affairs of the enterprise through a pattern of racketeering activity which consisted of: the conspiracy, attempt and murder of Giancarlo Ravasi (racketeering act one); the murder of Joseph Marmora (racketeering act two); the murder of Antonio Pavone (racketeering act three); the murder of Kyle Veale (racketeering act four); conspiracy to commit arson and the arson of a vehicle (racketeering act five); conspiracy to commit armed robbery of an armored car (racketeering act six); extortionate debt collection (racketeering act seven); attempted robbery and robbery of a delicatessen (racketeering act eight); cocaine distribution conspiracy (racketeering act nine); conspiracy to collect debts by means of extortion (racketeering act ten); conspiracy to commit arson and arson of a residence located at 214 Belvidere Avenue, Jersey City (racketeering act eleven); conspiracy to commit arson and arson of a residence located at 293 Sherman Avenue, Jersey City (racketeering act twelve); and the murder of Jose Ruiz (racketeering act thirteen). Count Three charged Durso, Irizarry and Bakhoury with conspiracy to distribute and possess with intent to distribute 500 grams or more of cocaine. Count Four charged Durso and Irizarry with conspiracy to collect debts by extortionate means. Count Five charged Durso and Irizarry with conspiracy to commit arson and arson affecting interstate commerce. Count Six charged Durso and Irizarry with the murder of Jose Ruiz in aid of racketeering. Count Seven charged Iri-zarry with the use of a firearm in a crime of violence, i.e., the murder of Ruiz. This case is unique in that Irizarry, a defendant in a multiple defendant RICO prosecution, is challenging the joinder of offenses and not his joinder with other RICO defendants. Nevertheless, we believe that the analysis in cases where we have upheld the joinder of RICO defendants is helpful to our inquiry. For example, in Eufrasio, three defendants, Santo Idone, Mario Eufrasio and Gary Iacona were found guilty of RICO violations (both substantive and conspiracy), attempted extortion, and illegal gambling. 935 F.2d at 557. Eufrasio’s and Iacona’s RICO liability was predicated on attempted extortion, illegal video poker machine gambling and collecting unlawful debts. However, Idone’s RICO liability was predicated on attempted extortion and on a separate murder conspiracy that did not involve Eufrasio or Iacona. Id. at 558. Eufrasio and Iacona argued that their joinder as defendants with Idone violated Rule 8(b) because they were not connected with, or even aware of, the murder conspiracy predicate charged against Idone. Their joinder with him allegedly prejudiced them because the murder charged against Idone “infected the entire trial with evidence of uncharged Mafia crimes and the murder conspiracy itself.” Id. at 566. They also alleged that the joinder “exposed the jury to evidence of numerous mob murders and attempted murders related to [Idone’s] murder conspiracy and [a] ... mob war” that had nothing to do •with them. Id. at 567. In rejecting this claim, we noted: Rule 8(b) provides substantial leeway to prosecutors who would join racketeering defendants in a single trial. The rule permits joinder of defendants charged with participating in the same racketeering enterprise or conspiracy, even when different defendants are charged with different acts, so long as indictments indicate all the acts charged against each joined defendant (even separately charged substantive counts) are charged as racketeering predicates or as acts undertaken in furtherance of, or in association with a commonly charged RICO enterprise or conspiracy. United States v. Dickens, 695 F.2d 765, 778-79 (3d Cir.1982), cert. denied, 460 U.S. 1092, 103 S.Ct. 1792 (1983). “[JJoinder ... of a conspiracy count and substantive counts arising out of the conspiracy [is permitted], since the claim of conspiracy provides a common link, and demonstrates the existence of a common scheme or plan.” United States v. Somers, 496 F.2d 723, 729-730 (3d Cir.) (emphasis in Somers, quoting Wright and Miller, Federal Practice and Procedure § 144), cert. denied, 419 U.S. 832, 95 S.Ct. 56 (1974). 935 F.2d at 567. Moreover, we agreed with the view of the Court of Appeals for the Second Circuit announced in United States v. Friedman, 854 F.2d 535 (2nd Cir.1988). There, the court held that a RICO conspiracy charge provides the required link to which we referred in United States v. Somers. Eufrasio, 935 F.2d at 567. After reviewing the indictment in that context, we concluded that the strictures of joinder set forth in Rule 8(b) had not been violated by charging Idone with the murder conspiracy predicate, but not charging Eufrasio and Iacone “because, consistent with the law of joinder in RICO cases, all the criminal acts charged against each defendant, including the murder conspiracy implicating Idone, were undertaken in furtherance of a single, commonly charged racketeering enterprise and conspiracy.” Id. Applying the Eufrasio rationale here, we conclude that the superceding indictment did not improperly join separate, unrelated crimes allegedly committed by Irizarry. Rather, he was charged with a RICO substantive violation and a RICO conspiracy violation, and all of the criminal acts charged against him in the superceding indictment were charged either as predicates for the racketeering charge, or as acts undertaken in furtherance of a commonly charged RICO enterprise. Therefore, the second superseding indictment satisfies the “same act or transaction” requirement of Rule 8(b). Moreover, Rule 8(b) permits the joinder of RICO and non-RICO counts in one indictment where the offenses charged in the non-RICO counts are “also charged as racketeering predicates in the RICO counts.” Eufrasio, 935 F.2d at 570. That is precisely what the second superseding indictment does. The non-RICO counts, i.e., Counts Three, Four, Five, Six and Seven, charged Irizarry with violations of the same criminal acts charged as racketeering predicates in the RICO counts, Counts One and Two. The same evidence needed to prove the racketeering predicates in the RICO counts also prove the charges in the non-RICO counts. Consequently, all of the criminal conduct charged against Irizarry constituted a series of related acts in furtherance of the commonly charged RICO enterprise and conspiracy, and there was no misjoinder of separate, unrelated offenses. (ii). Government’s Failure to Prove the Existence of a Single, Ongoing Criminal Enterprise. Irizarry claims that the government initially posited a larger RICO enterprise whose leader and chief lieutenants were organized crime figures. However, according to Irizarry, the government abandoned the original enterprise theory during the trial and argued that the enterprise consisted of Durso, Irizarry and underling crew members when the government realized it could not prove the enterprise it had charged in the indictment. In pre-trial proceedings, Irizarry moved to dismiss the indictment or, in the alternative, to sever the counts of the indictment. The motion was based upon Irizarry’s claim that the government was alleging a number of separate, unrelated crimes and conspiracies that were not a single enterprise. He also requested that the government proffer the structure and hierarchy of the alleged enterprise. Although the district court denied Irizarry’s motions, during oral argument the government agreed to supply Irizarry’s defense counsel with a list of co-conspirators. Accordingly, several days before the trial, the government gave counsel a list of forty-four co-conspirators. Irizarry claims that the forty-four co-conspirators were individuals the government intended to prove were members of the RICO enterprise. The government’s list included co-conspirators Massimo Ranieri, Anthony Rotolo and Rocco Errico. Ranieri, Rotolo and Errico are allegedly involved with organized crime. Looney testified Durso told him that Ranieri was a “made member” of the Mafia. App. at 3000-01. Another of the government’s witnesses, Anthony Persichetti, testified that Ranieri was a high ranking member of the Lue-chese crime family and an associate of the Gambino crime family. App. at 3330, 3337. However, McGuiness testified that Durso told him that Ranieri was a high ranking member of the Gambino crime family and was heir apparent to the Sicilian wing of the Gambino crime family. App. at 3166, 3167. Irizarry claims that Rotolo and Errico work for Joseph “Pepe” LaScala, who is allegedly a member of the Genovese crime family. Irizar-ry’s Br. at 36. LaScala appears on the list of co-conspirators the government tendered to Irizarry. Irizarry argues that the government went to trial under the theory that Ranieri was the head of the enterprise and that Rotolo and Errico were high ranking members. As proof of that claim, Irizarry points to the government’s opening statement: Many witnesses will get up here and say Durso was Elvis’ boss. Elvis worked for Durso and the evidence is going to show past criminal jobs came down often through Durso to Elvis Iri-zarry. ‡ ifc íJí % % You’re going to hear the name Massi-mo Ranieri. Massimo Ranieri is someone Durso answered to. You have Massimo Ranieri and you have Durso and you have Irizarry and people with whom they worked. Obviously you’ll hear about the overall situation in which these crimes were committed, but you’ll hear at great length the individual crimes that were committed. App. at 950-952. Irizarry also notes that Durso had to pay a weekly “tribute” of $500 to $600 to Ranieri, App. at 3198-99, and that Durso admitted to McGuiness that Ranieri was his boss. App. at 3166-68. Irizarry even testified that Ranieri was “the boss ... he was the man.” However, Irizarry argues that the government could not establish that Ranieri was behind all of the criminal activity charged in the indictment and that the evidence failed to tie Ranieri to Irizarry on the one hand, and to Rotolo and Errico on the other. According to Irizarry, the government therefore pulled a prosecutorial “bait and switch” well into the trial. Iri-zarry claims that the prosecution began alleging that the enterprise actually consisted of Durso, Irizarry and the crew and that the Durso-Irizarry enterprise, at various times, engaged in criminal activities for Ranieri on the one hand and for Rotolo and Errico on the other hand. In Irizar-ry’s telling, the fact that the government changed its position as to the composition of the enterprise and then claimed that the Durso-Irizarry enterprise engaged in criminal activities for Ranieri, Rotolo and Errico shows that the government was joining in one trial a number of separate, unrelated crimes involving many different individuals that Irizarry allegedly committed over the course of many years. Thus, he claims that the government failed to establish one RICO enterprise that was responsible for all of the acts charged to Irizarry. Irizarry further argues that because the government joined in one trial a number of separate, unrelated crimes that he allegedly committed with other individuals over the course of many years, the testimony the government elicited about Ranieri’s, Rotolo’s and Errico’s criminal activities was both highly prejudicial and inadmissible. The government of course denies that it changed horses midstream by redefining the enterprise during trial. It argues that it never alleged that Ranieri was the head of the charged RICO enterprise. The government notes that the second superseding indictment charged a criminal enterprise consisting of “defendants Franco Durso, Elvis Irizarry and others.” App. at 50. Neither Ranieri nor Rotolo nor Errico are named in the second superseding indictment. The government argues that it properly charged, and proved beyond a reasonable doubt, that at various times throughout its existence, the Durso-Irizarry enterprise worked for and with other individuals, including various associates of organized crime. Specifically, the indictment alleged that “members or associates of an international criminal organization known to its members as La Cosa Nostra (this thing of ours) ... at various times, directed, approved, conspired in, and profited from the criminal activities ... committed by members of the enterprise.” App. at 51. The government claims that Ranieri, Rotolo and Erri-co are the members of La Cosa Nostra who conspired with the enterprise to commit several of the charged racketeering predicates. However, argues the government, the fact that Ranieri, Rotolo and Errico conspired with the enterprise to commit several of the racketeering predicates does not make them members of the enterprise they conspired with. On the contrary, claims the government, the enterprise, as charged and proven, had a defined framework, headed by Durso and composed of Irizarry and the underling members of the crew. This enterprise was shown to function as a continuing unit which committed crimes on its own and which conspired with others, including members of organized crime, to commit crimes on their behalf. As the government puts it, “[T]he enterprise functioned as an independent contractor that was willing, ready and able to perform criminal tasks for other criminals.” Government’s Letter Br. at 2-3. In order to resolve these conflicting theories on the roles allegedly played by Ra-nieri, Rotolo and Errico, we must examine the testimony about key individuals involved in Irizarry’s criminal activities in some detail. (1). Massimo Ranieri. There were thirty-one references to Ra-nieri during the government’s case-in-chief. Each is listed separately below. 1. Fabio Ravasi testified that he visited a man named “Massimo” to deliver money on behalf of his father, Gianearlo Ravasi. App. at 1093. Gianearlo Rava-si’s murder was charged as racketeering act one; 2. Sammartino testified that after the Marmora murder (racketeering act two) Irizarry threatened Sammartino by telling him that if he said anything about the murder, he would end up dead. Sammartino also testified that Irizarry “made references to an old man.” App. at 1458-59. Sammartino later testified that “the old man” is a reference to Ranieri. App. at 1578; 3. Sammartino testified that Irizarry told him “[t]hat the old man was highly connected, and that he was powerful and working with him, we could make a lot of money.” App. at 1461; 4. Sammartino testified that when Iri-zarry recruited him for the armored car robbery at the Jewish Medical Center in Brooklyn (racketeering act six) Irizarry stated that the “old man” thought “this is a good thing.” App. at 1467; 5. Sammartino testified that Ranieri was present during a discussion about the armored car robbery at the Jewish Medical Center. App. at 1578; 6. Sammartino testified that he saw Ranieri at Durso’s pizzeria around 1993. App. at 1578-79; 7. Pierce testified that Durso once told him that Ranieri was Durso’s godfather - in a “religious” context - and that he noticed that Durso “was very respectful toward[] him.” App. 1597-98; 8. Pierce testified that Irizarry referred to Ranieri as “the boss; that he was the man.” App. at 1600; 9. Pierce testified that when Ranieri was going to visit Durso’s pizzeria, the employees “had to clean up the pizzeria ... [and] were told to leave.” App. at 1601; 10. Pierce testified that he once drove Durso to Brooklyn to meet with Ranieri, but that he did not know what the meeting was about. App. at 1603-05; 11. Farrell testified that he once saw Ranieri at Durso’s pizzeria. App. at 2750-51, 2891; 12. Farrell testified that he once accompanied Irizarry to Brooklyn to meet with Ranieri. App. at 2752-53; 13. Looney testified that Durso told him that he borrowed money from Rani-eri to open a club in Manhattan. App. at 3000; 14. Looney testified that he once saw Ranieri at Durso’s pizzeria. He also testified that Durso told Looney that Ranieri “was never to know that Franco [Durso] or anybody, even Elvis, was involved in drugs ever.” App. at 3001-02, 3128; 15. Looney testified that numerous phone calls were made to and from Dur-so’s bar between Durso and Ranieri. App. at 3003; 16. McGuinness testified that Durso told him that Ranieri “was his boss and he was next in line to take over the group” - “the Sicilian wing of this family, the Gambino family.” App. at 3167; 17. McGuinness testified that Durso told him that “Franco [Durso] ran the show here [New Jersey] for him [Rani-eri]”; “[t]hat he [Durso] worked for Massimo [Ranieri].” App. at 3168; 18. McGuinness testified that Durso sent a “tribute” of $500-$600 to Ranieri each week; a tribute is “[w]hen you pay somebody to look over you ... [o]n disputes and stuff.” App. at 3197-98; 19. McGuinness testified that he once approached Durso because a man he knew, as “Timmy,” had gotten “stiffed” on a bet he made “with some bookmaker in New York.” In response, Durso brought McGuinness and Timmy to meet Ranieri in Brooklyn. Ranieri spoke with Timmy alone and “[a] few days later [Timmy] got his money.” App. at 3201-03; 20. Persichetti testified that he met Ranieri when he was 16 years old and that the two developed a “very close” criminal relationship. App. at 3324; 21. Persichetti testified that the first crime Ranieri ever asked him to do was “to go to Syracuse and kill somebody” in 1982; he did it. He explained that it had to do with “something about money.” App. at 3325-29; 22. Persichetti testified that he believed Ranieri was in the Lucchese crime family. App. at 3330; 23. Persichetti testified to making a bomb with Ranieri to blow up a laundromat. App. at 3331-34; 24. Persichetti testified to visiting a pizzeria owner with Ranieri to collect money through extortionate means. App. at 3332; 25. Persichetti testified that Ranieri was friends with John and Joe Gambino of the Gambino crime family. App. at 3337; 26. Persichetti testified that Ranieri once asked him to burn down a pizzeria in Brooklyn, but they never followed through with it. App. at 3339; 27. Persichetti testified that he extorted money on behalf of Ranieri. App. at 3339-40; 28. Persichetti testified that Ranieri was a regular patron of Café Venezia in Brooklyn, Café Sicilia in Queens, Café Italia in Queens and Vinnie’s Café in Ridgfield. App. at 3345-47; 29. Persichetti testified that in 1992, Ranieri introduced him to a friend, Joseph Marmora. Persichetti recalled that Marmora was interested in buying a gun and over time it seemed as if Marmora was getting to know more and more people in Brooklyn. App. at 3349-52; 30. Persichetti testified that in the late 1980s, Ranieri and he stopped being as close as they had been because Persi-chetti joined the Gambino crime family and that Persichetti was not interested in joining that family. As a result of Persichetti’s association with the. Gambi-no crime family, he was doing less work with Ranieri. App. at 3353-55; and 31. Persichetti testified that he often saw Durso with Ranieri. App. at 3358. (2). Anthony Rotolo. There were four references to Rotolo during the government’s case-in-chief. First, Farrell testified that Irizarry said that he collected money for Rotolo. App. at 2761. Second, Looney testified that he also collected money for Rotolo. App. at 2965-66. Third, Looney testified that John Yengo “[o]wed money to Franco [Durso], ... The Guinea [i.e., Rotolo], ... [and] Mike Seurti.” App. at 2989-90. Looney explained that when Yengo received a settlement check and paid only Seurti, Irizarry “beat[ ] his ass.” App. at 2989-90. Fourth, while explaining that Durso lent money on his behalf, McGuiness testified that Durso told him he also “got money from Tony [Rotolo].” App. at 3195-96. Although McGuiness could not say “for sure” that Rotolo lent money through Durso, he did testify that Durso told him, “Yeah, I got money from Tony.” App. at 3195-96. (3). Rocco Errico. There were three references to Errico during the government’s ease-in-chief. A man named “William Garretson” testified that Errico was involved in illegal gambling. App. at 2900. Garretson testified that in late 1998, he owed approximately $36,000 to Errico but was unable to pay. App. at 2905-06. Consequently, Errico and Irizarry paid Garretson a visit. App. at 2906. During that encounter, Errico told Garretson that, from now on, Garret-son should make his weekly payments to Irizarry. App. at 2906-07. From late 1998 until approximately May 2000, Irizar-ry collected the debt. App. at 2907-08. Second, Garretson’s cousin, Vito Gogluc-ci, testified that he borrowed $6,000 from Errico in 1996 to help Garretson pay his debt to Errico. App. at 2932-36. For about one year, Goglucci made the payments on the loan, but then transferred responsibility for repayment to Garretson. App. at 2936-37. In late 1998, Errico contacted Goglucci because Garretson was not making the payments. App. at 2937-38. Errico told Goglucci that he would have to start making payments on the $8,000 balance and that “someone new” would be collecting the money. App. at 2938-39. Irizarry then contacted Goglucci and began collecting the payments. App. at 2940. Third, while explaining that he gave money to Durso for Durso to lend out on his behalf, McGuinness testified that Dur-so told him “he borrowed money from Rocky [Errico].” App. at 3195-96. As noted, Irizarry’s claim is that the government initially began this prosecution under the theory that Ranieri headed the RICO enterprise and that Rotolo and Errieo were high-ranking members. Iri-zarry contends that after all of the testimony about Ranieri, Rotolo and Errieo was elicited, it became apparent to the government that it could not prove any connection between Ranieri on the one hand, and Rotolo and Errieo on the other. Consequently, according to Irizarry, the government switched its enterprise theory and posited a smaller enterprise that was composed of Durso, Irizarry and the crew. However, our examination of the record does not support Irizarry’s claim. As the government has pointed out, Ranieri, Ro-tolo and Errieo are not even named in the second superseding indictment. Irizar-ry’s contention that the government alleged that Ranieri was the head of the enterprise and that Rotolo and Errieo were high-ranking members is, we believe, based on his misunderstanding of the government’s overarching theory of the case. Admittedly, Ranieri, Rotolo and Errieo were on the list of co-conspirators the government provided before trial. However, the fact that the government regarded them as co-conspirators in a RICO prosecution does not mean that the government alleged that Ranieri was the head of an enterprise or that Rotolo and Errieo were his lieutenants. On the contrary, the government’s theory was that the Durso-Iri-zarry enterprise conspired separately and at different times with Ranieri, Rotolo and Errieo to commit crimes on behalf of Rani-eri, Rotolo and Errieo. In other words, the government alleged that the Durso-Irizarry enterprise conspired separately with Ranieri, Rotolo and Errieo to commit several of the charged racketeering predicates. Irizarry’s claim that the government changed its enterprise theory in media res is simply a reflection of his failure to realize that the government can prosecute a series of different predicate conspiracies in a single RICO count. This can include persons who are not members of the enterprise, but who conspire with the enterprise to commit predicate offenses as long as the predicate conspiracies relate to the affairs of a single RICO enterprise. See n.6, supra. Thus, if the predicate conspiracy relates to the affairs of a RICO enterprise, it can be charged as part of that enterprise’s pattern of racketeering activity in a RICO prosecution even though not all co-conspirators are actually members of the charged RICO enterprise. See Pungitore, 910 F.2d at 1134-35. Since proof of a pattern of racketeering activity (i.e., proving two or more racketeering acts, 18 U.S.C. § 1961(5)), is necessary to establish a RICO violation, see Console, 13 F.3d at 652-653, evidence of co-conspirators in a predicate conspiracy constitutes direct evidence of the charged offense and it is therefore admissible to prove the charged RICO violation. See United States v. Cross, 308 F.3d 308, 320 & n. 19 (3d Cir. 2002) (evidence of acts that directly prove the charged offense is “intrinsic” and admissible). Here, the majority of the thirty-one references to Ranieri and all of the references to Rotolo and Errieo related to their involvement with the charged RICO enterprise. Accordingly, to the extent that Irizarry is arguing that testimony about interactions with the Durso-Irizarry enterprise was inadmissible, that argument is without merit. The government concedes that Ranieri was Durso’s boss. However, that does not mean that the government originally attempted to prove that Ranieri was the boss of the charged enterprise. Although Durso may have been beholden to Raineri, the command structure and organization of the charged and proven enterprise consisted of Durso, as the head, Irizarry, as his lieutenant, and the rank and file members of the crew. Ranieri was apparently a powerful and highly-placed organized crime figure whose interests had to be protected and serviced by the Durso-Iri-zarry enterprise whenever Ranieri called upon it. It is in that sense that Ranieri was Durso’s “boss.” As is evident from the summary we have set forth above, the majority of references to Ranieri during the government’s casein-chief directly related to his dealings with the Durso-Irizarry enterprise and are relevant to his relationship to Durso. This is exemplified by Fabio Ravasi’s testimony that his father, Giancarlo Ravasi, owed money to Ranieri as set forth above. In the government’s view, Fabio’s testimony established a motive for Ranieri to hire the charged enterprise to murder Giancarlo Ravasi. Ranieri was also mentioned as encouraging the enterprise’s planned armored ear robbery at the Jewish Medical Center in Brooklyn, and other testimony tied him to the Marmora murder. As noted above, Sammartino testified that, after that murder, Irizarry made references to “the old man,” i.e., Ranieri, and warned that Sammartino would wind up dead if he said anything about the Marmora slaying. In addition, Persichetti testified that Ra-nieri introduced him to Marmora and he recalled that Marmora wanted to do work for individuals in Brooklyn and that he was getting to know more people there. The government’s theory is that Irizarry killed Marmora to eliminate the possibility that Marmora might compete with Ranieri and hurt Ranieri’s business. These references to Ranieri were, therefore, also relevant to proving that he engaged in predicate conspiracies with the enterprise. Accordingly, the district court did not err in admitting that testimony. Although Irizarry broadly argues that all references to Ranieri were inadmissible because the government changed its theory of the composition of the enterprise, his major complaint appears to center on those references to Ranieri that had nothing to do with Ranieri’s direct dealings with the enterprise. He argues that such references were unduly prejudicial and that they denied him of a fair trial. Specifically, he now objects to the testimony the government elicited from various witnesses about Ranieri’s ties to organized crime and the testimony from Anthony “Big Tony” Persichetti about Persichetti’s own criminal activities with Ranieri. We are also troubled by the admission of evidence that was unrelated to any of Ranieri’s dealings with the charged Durso-Irizarry enterprise. Persichetti testified that he engaged in a number of criminal activities with Ranieri beginning in 1980 and ending sometime in the late 1980s, including murder, debt collection and arson. Persichetti also testified that Ranieri was a high-ranking member of the Lucehese crime family and an associate of the Gambino crime family. Persichetti explained the structure and protocol of an organized crime family and testified that because of Ranieri’s position in organized crime, Ranieri had meetings with other leaders and high-ranking members of organized crime families. Persichetti said that he began doing less work for Ranieri in the late 1980s after joining the Gambino crime family. According to Persichetta, Ranieri approached him and said that he wanted to get involved with the notorious John Gotti. Finally, Persichetti testified that he had only “heard of’ Irizarry and did not know him personally. App. at 3320. McGuiness testified that Durso told him that Ranieri was a high-ranking member of the Gambino crime family and the heir apparent to the Sicilian wing of that family. Looney testified that Ranieri was a “made” member of the Mafia. None of this testimony had anything to do with Ranieri’s interactions with the charged enterprise. This evidence about Ranieri’s criminal acts that are unrelated to the enterprise and to his connections to organized crime families could only serve to demonstrate that Irizarry was connected to criminals, and that, by inference, Irizarry was a criminal and an evil one at that. Such references are not only improper, they are prejudicial. However, Irizarry never objected to this evidence during trial. He did object to Persichetti being called as a witness, but that objection was based upon the fact that Irizarry did not know Persi-chetti. The challenge Irizarry makes here, is being raised for the first time on appeal. Accordingly, we review only for plain error. See Fed.R.Crim.P. 52(b); United States v. Oser, 107 F.3d 1080, 1088 (3d Cir.1997). In order to find plain error, we must find (1) an error (2) that is plain and (3) affects substantial rights. United States v. Knobloch, 131 F.3d 366, 370 (3d Cir.1997) (citing United States v. Olano, 507 U.S. 725, 732, 113 S.Ct. 1770, 123 L.Ed.2d 508 (1993)). In most cases, an error affects substantial rights if it is prejudicial, i.e., if it affected the outcome of the district court pr