CYR, Circuit Judge.

Defendant Fidel R. Tutiven alleges error in various trial court rulings, and appeals from the district court judgment entered following his conviction and sentence on fourteen felony charges. As our review discloses no error, we affirm the district court judgment.

I BACKGROUND

During the relevant eleven-month period — between April 1992 and February 1993 — while employed as a waiter at a Marriott Hotel, Tutiven conducted a part-time criminal enterprise selling stolen motor vehicles to a Massachusetts automobile dealership at bargain prices ranging from $7,900 for a 1991 Toyota Corolla to $21,500 for a 1991 Mercedes Benz. Tutiven represented to the buyer, Clair Motors, that the first car, a 1991 Nissan 240 SX, belonged to a cousin, and that subsequent vehicles had been obtained from unidentified dealers in the New York New Jersey area who specialized in the late-model cars purchased from financially distressed owners who responded to newspaper ads.

Tutiven presented Clair Motors with what appeared to be valid title certificates correctly describing the vehicles and bearing the same vehicle identification numbers ("VINs") appearing on the vehicles Tutiven delivered to Clair Motors. It was stipulated that the fourteen vehicles identified in the indictment had been stolen before Tutiven came into possession.

Tutiven's defense was that he had been duped by an expert VIN-switching scheme and did not know the vehicles had been stolen. At trial the defense emphasized that the apparent comportment among VINs, vehicles and title certificates had been adequate to allay any suspicions on the part of Clair Motors. Indeed, an automobile-theft expert testified that although the vehicles Tutiven sold to Clair Motors did not bear the VINs originally assigned by their manufacturers, it had taken a sophisticated heat and chemical restoration process to remove the false confidential VINs which had been superimposed on the originals. The disclosure of the original VINs enabled the authorities to determine that all fourteen vehicles had been stolen. Further investigation established that "switches" had been performed on all the vehicles, sometime before their sale to Clair Motors.

Tutiven was arrested shortly after law enforcement authorities learned that all fourteen vehicles he sold to Clair Motors had been stolen. Within hours of the arrest, the police executed a search warrant at Tutiven's residence which disclosed a large cardboard box containing only implements and materials suitable for obliterating, altering, and replacing VINs, together with a small collection of Massachusetts, New Jersey and New York license plates.

A federal grand jury returned a twenty-seven-count indictment on April 20, 1993, charging Tutiven with possessing or selling stolen motor vehicles which had crossed state lines, in violation of 18 U.S.C. § 2313, and with possessing for sale, motor vehicles whose original VINs had been altered, in violation of 18 U.S.C. § 2321. The government later dismissed thirteen counts, leaving fourteen for trial: unlawful possession of thirteen separate stolen motor vehicles, in violation of 18 U.S.C. § 2313, and Count XIV, unlawful possession of a fourteenth vehicle bearing an altered VIN, in violation of 18 U.S.C. § 2321. The district court denied Tutiven's motion in limine to exclude the tools, materials and license plates.

For the most part, the evidence presented at trial established that the VIN alterations on the Tutiven vehicles were detectable only by experts, through a process of grinding, applying chemicals, and heating the metal surfaces on which the VINs were stamped. A VIN expert and a Massachusetts state trooper testified that the VIN alterations on the two vehicles involved in Counts I and XII were discernible by the trained eye, without resort to special processes. The testimony further established that letters in the VIN on the vehicle involved in Count XIV described a vehicle model different from the stolen vehicle to which it was attached, a virtual impossibility were the VIN valid. The jury returned guilty verdicts on all fourteen counts and the district court subsequently sentenced Tutiven to twenty-seven months' imprisonment.

Tutiven mounts three challenges on appeal. First, he claims that the district court committed reversible error by admitting in evidence the seized tools, materials and license plates, which invited the jury to draw only impermissible inferences. See Fed.R.Evid. 404(b). Second, Tutiven contends that the jury instruction relating to the element of "knowledge" was deficient because the court refused to define "negligence." Third, he argues that a sentencing enhancement under U.S.S.G. § 2B1.1(b)(5)(B) (the so-called "in-the-business" enhancement) was improper, in that there was no evidence that Tutiven knowingly received stolen property.

II DISCUSSION

A. The Tools, Materials and License Plates

Tutiven first claims that no relevant inference could be drawn from his possession of the tools, materials and license plates seized from his home except by indulging impermissible predicate inferences based on bad character and criminal propensity. See Fed.R.Evid. 404(b). Alternatively, he contends that any relevance the seized evidence may have had was substantially outweighed by the danger of unfair prejudice. See id. 403.

1. Fed.R.Evid. 404(b): "Other Acts" Evidence

The district court admitted the tools, materials and license plates for the exclusive purpose of evidencing Tutiven's knowledge that the fourteen vehicles had been stolen and that the VIN on the fourteenth vehicle had been altered. The court repeatedly cautioned the jury accordingly. Tutiven nonetheless insists on appeal that Rule 404(b) absolutely barred the seized evidence because his possession of the tools, materials and license plates enabled no permissible inference relevant to his knowledge that the vehicles had been stolen or their VINs altered.

Evidence Rule 404(b) absolutely bars "other acts" evidence relevant only to prove criminal propensity or bad character. United States v. Tuesta-Toro, 29 F.3d 771, 775 (1st Cir. 1994). Its absolute bar is implicated, however, only if the challenged "other crimes, wrongs, or acts" are relevant exclusively to instigate an inference that the defendant is more likely to have acted in similar fashion by committing the offense for which he is on trial. See, e.g., United States v. Moccia, 681 F.2d 61, 63 (1st Cir. 1982) (citing Jack B. Weinstein Margaret A. Berger, Weinstein's Evidence, ¶ 404-26 (1980); see also United States v. Ferrer-Cruz, 899 F.2d 135, 137 (1st Cir. 1990). Plainly, by its very terms, see note 5 supra, Rule 404(b) interposes no absolute bar to circumstantial evidence intrinsic to the crime for which the defendant is on trial, but only to evidence of " other crimes, wrongs, or acts" whose probative value exclusively depends upon a forbidden inference of criminal propensity. We recently dealt with a prototypical Rule 404(b) challenge which illustrates the point.

In United States v. Arias-Montoya, 967 F.2d 708 (1st Cir. 1992), we held that the defendant's prior conviction for cocaine possession was barred by Rule 404(b) since it was relevant only to establish an evidentiary predicate for a forbidden "criminal propensity" inference: that defendant must have known the trunk of the vehicle he was driving contained cocaine because he had possessed cocaine on a prior occasion altogether unrelated to the conduct for which he was on trial. Id. at 709-14. By contrast, the probative value of the intrinsic evidence that Tutiven possessed VIN-altering tools and materials, at or about the time and place these offenses allegedly took place, in no respect depended upon an impermissible "criminal propensity" inference. Instead, Tutiven's possession of VIN-altering tools and materials, like an alleged burglar's contemporaneous possession of burglary tools, see, e.g., State v. Romano, 456 A.2d 746, 760 (R.I. 1983) (upholding admission of burglary tools, seized from defendant's garage, as circumstantial evidence of defendant's role in alleged conspiracy to break and enter), constituted intrinsic circumstantial evidence directly probative of, inter alia, see infra note 12, Tutiven's knowledge that the vehicles he sold to Clair Motors had been stolen. The cases are legion in which similar intrinsic circumstantial evidence has been admitted without occasioning either challenge or analysis under Rule 404(b). See, e.g., United States v. Ford, 22 F.3d 374, 381 (1st Cir. 1994) (upholding admission of evidence that defendant in drug case possessed instructional materials on methamphetamine manufacture); United States v. Nason, 9 F.3d 155, 162 (1st Cir. 1993) (upholding admission of scales, bags, and baggies seized from motel room registered to defendant's girlfriend at time of defendant's arrest on the marijuana charges for which he was on trial); United States v. Cresta, 825 F.2d 538, 554 (1st Cir. 1987) (upholding admission of weapons possessed by defendant during the drug smuggling crime for which he was on trial).

Tutiven relies on United States v. DeVillio, 983 F.2d 1185 (2d Cir. 1993), as support for the claim that the VIN-altering tools and materials were barred by Rule 404(b). But the Devillio court merely ruled that the trial court erred in admitting burglary tools as evidence of the modus operandi of the two appellants who were charged only with transporting stolen vehicles and stolen goods. Id. at 1188. The Second Circuit simply held that the burglary tools bore no special relevance to appellants' modus operandi in transporting stolen vehicles and goods. Id. at 1194. The court left no doubt, however, that the burglary tools were highly probative evidence against appellants' codefendants, who were on trial for burglary. See id.

The absolute bar to admission under Rule 404(b) was not implicated in the present case since it was unnecessary for the jury to resort to an impermissible propensity-based inference. Rather, the seized evidence would enable a rational jury — relying on its common sense and collective experience — to draw the relevant foundation inference that a defendant who possessed VIN-altering tools and materials (and license plates), at or about the time he sold fourteen stolen vehicles bearing altered VINs, was somewhat less likely to have been the innocent victim of a VIN-altering scheme than would a seller of stolen vehicles who did not possess such paraphernalia.

2. Fed.R.Evid. 403: Unfair Prejudice

Although the seized evidence did not implicate the absolute bar imposed by Rule 404(b), we must consider Tutiven's companion claim that its admission in evidence on the issue of Tutiven's knowledge that the vehicles were stolen could not survive the relevancy-prejudice balancing required under Rule 403. Tuesta-Toro, 29 F.3d at 775.

"[T]he threshold for relevance is very low under Federal Rule of Evidence 401. Evidence is relevant under Rule 401 if it has 'any tendency to make the existence of any fact that is of consequence to the determination of the action more or less probable than it would be without the evidence.'" United States v. Cotto-Aponte, 30 F.3d 4, 6 (1st Cir. 1994) (citing United States v. Nason, 9 F.3d 155, 162 (1st Cir. 1993)), cert. denied, ___ U.S. ___, 114 S.Ct. 1331, 127 L.Ed.2d 678 (1994). These tools, materials and license plates readily met the "any tendency" test under Rule 401. See supra pp. 5-6; infra pp. 6-7; note 11 infra.

We are reminded, nonetheless, that Rule 403 "excludes even evidence that is relevant through allowable chains of inference where the probative value of that evidence is 'substantially outweighed,' [ inter alia,] by the risks of [unfair] prejudice. . . ." Ferrer-Cruz, 899 F.2d at 138; see also United States v. Nickens, 955 F.2d 112, 125 (1st Cir. 1992). However, "[o]nly rarely — and in extraordinarily compelling circumstances — will we, from the vista of a cold appellate record, reverse a district court's on-the-spot judgment concerning the relative weighing of probative value and unfair effect." Freeman v. Package Mach. Co., 865 F.2d 1331, 1340 (1st Cir. 1988), quoted in United States v. Desmarais, 938 F.2d 347, 351 (1st Cir. 1991).

A recent case illuminates the pertinent relationship between the Rule 404(b) analysis undertaken above, see supra pp. 4-6, and the relevancy-prejudice balancing required under Rule 403. In United States v. Hahn, 17 F.3d 502 (1st Cir. 1994), a search of defendant's automobile — abandoned during the course of the alleged drug conspiracy for which he was on trial — netted a handgun, ammunition, and a round-trip airline ticket between destinations material to the scope of the conspiracy. As the seized evidence constituted classic circumstantial evidence intrinsic to the alleged offense for which the defendant was on trial, it was challenged and evaluated only under Rules 401 and 403. Id. at 509-10. Evidence that the same defendant had been found in possession of a licensed firearm on another occasion in the course of the alleged conspiracy was challenged as "other acts" evidence under Rule 404(b). Id. at 508-09. We held that Rule 404(b) posed no absolute bar because (i) "possession of a licensed firearm is neither a bad act nor indicative of bad character" and (ii) the evidence was directly relevant, inter alia, to the geographic scope of the alleged conspiracy and the defendant's role in it. Id. at 509. In the ensuing Rule 403 balancing, we went on to make clear that any risk of "prejudice" from the evidence that Hahn possessed a licensed firearm "did not derive unfairly from the challenged evidence itself." Id. (emphasis added).

And so it is with the evidence admitted in the present case, which permitted the jury rationally and fairly to infer that Tutiven's contemporaneous possession of tools and materials well-suited to VIN altering made it less likely that he had been duped by an expert VIN-altering scheme. See, e.g., State v. Meeks, 65 N.W.2d 76, 78-79, 82 (Iowa 1954) (upholding admission of evidence of "various instruments used by a typical check artist," possessed by defendant at time of arrest, to rebut defense that he had not known that the forged check he allegedly uttered had been forged). The tools, materials and license plates seized from Tutiven's residence provided cogent evidence tending to preempt an essential premise implicit in Tutiven's defense: that the only way Tutiven could have known of the sophisticated VIN alterations on the stolen vehicles would have been by visual examination, but since he was not a VIN expert he could not have known the vehicles were stolen. The jury fairly could infer from the challenged evidence, however, that a person — expert or not — who possessed VIN-altering equipment during the time frame in which he sold numerous stolen vehicles with altered VINs was somewhat more likely to have known the equipment was amenable to use in altering VINs and therefore that the vehicles were stolen, there being no other apparent purpose for VIN alterations.

An inference that Tutiven knew the tools and materials seized from his home were suited to VIN altering would tend rather strongly to dispel the no-knowledge premise in his defense. Moreover, in evincing Tutiven's knowledge that the vehicles were stolen, the challenged evidence entailed no significant risk of unfair prejudice since simple possession of the tools and materials was neither a bad act nor indicative of bad character. See Hahn, 17 F.3d at 509. Finally, the jury instructions given by the district court, see, e.g., supra note 7, provided further insulation against unfair propensity-based inferences by the jury. See Yates v. Evatt, 500 U.S. 391, 403-04, 111 S.Ct. 1884, 1892-93, 114 L.Ed.2d 432 (1991) (reviewing court normally presumes jury followed instructions); United States v. Daigle, 14 F.3d 684, 690 (1st Cir. 1994) (holding that cautionary jury instruction minimized possible prejudicial impact from documentary exhibit) (Rule 403).

B. U.S.S.G. § 2B1.1(b)(5)(B): The "In-the-Business" Enhancement

As Tutiven failed to preserve the issue below, the sentencing enhancement under U.S.S.G. § 2B1.1(b)(5)(B) is reviewed for "plain error." Fed.R.Crim.P. 52(b). Thus, the defendant must show that the sentencing court committed "clear" or "obvious" error affecting a "substantial right." United States v. Olano, ___ U.S. ___, ___-___, 113 S.Ct. 1770, 1776-77, 123 L.Ed.2d 508 (1993); United States v. Colon-Pagan, 1 F.3d 80, 81 (1st Cir. 1993). "[E]rror rises to this level only when it is so shocking that [it] seriously affect[ed] the fundamental fairness and basic integrity of the proceedings conducted below." United States v. Ortiz, 23 F.3d 21, 26 (1st Cir. 1994) (citing United States v. Hodge-Balwing, 952 F.2d 607, 611 (1st Cir. 1991); United States v. Olivo-Infante, 938 F.2d 1406, 1412 (1st Cir. 1991) (internal quotation marks omitted)). We find no error.

Tutiven complains that the sentencing court made no explicit finding that the offenses of conviction, viz., knowingly possessing stolen motor vehicles ( 18 U.S.C. § 2313) and knowingly possessing a motor vehicle with altered VINs ( 18 U.S.C. § 2321), involved knowingly receiving stolen property and that the indictment neither included such a charge nor would the trial record support it. The claim that the evidence before the sentencing court would not support a finding that Tutiven knowingly received stolen property is groundless.

As it was stipulated that Tutiven did not steal the motor vehicles, yet the jury supportably found beyond a reasonable doubt that he knew the vehicles were stolen, logic pretty much compels the conclusion that Tutiven knowingly "received stolen property." We disposed of an analogous claim in United States v. Carty, 993 F.2d 1005 (1st Cir. 1993) (prosecution for drug possession and distribution), by reiterating the conclusive observation made by the sentencing judge in that case: "[Y]ou have to buy it to sell it." Id. at 1011. The strikingly similar collocation of circumstances substantiating the jury verdicts against Tutiven, see note 11 supra, provided ample support for finding that he knew these vehicles were stolen, and thus that he was "in the business of receiving and selling stolen property" within the meaning of U.S.S.G. § 2B1.1(b)(5)(B).

C. Jury Instruction on Actual Knowledge

Tutiven concedes that the district court correctly instructed the jury that Counts I through XIII required proof beyond a reasonable doubt that Tutiven had "actual knowledge" that the thirteen vehicles were stolen and, further, that proof of mistake, accident or negligence was insufficient to convict. But he insists that the court erred in refusing to define "negligence" for the jury.

We review the challenged jury instruction against the backdrop of the entire trial. See United States v. Serino, 835 F.2d 924, 930 (1st Cir. 1987) ("[We do] not judge a single instruction to the jury in isolation, but rather in the context of the overall charge."); see also United States v. Park, 421 U.S. 658, 674, 95 S.Ct. 1903, 1912, 44 L.Ed.2d 489 (1975). And, of course, "[i]t is well settled that the court 'need not give instructions in the precise form or language requested by the defendant.'" United States v. Noone, 913 F.2d 20, 30 (1st Cir. 1990), cert. denied, 500 U.S. 906, 111 S.Ct. 1686, 114 L.Ed.2d 81 (1991) (quoting United States v. Beltran, 761 F.2d 1, 11 (1st Cir. 1985)).

In its preliminary instructions outlining the essential elements of the crimes charged in the indictment, the district court told the jury that it could convict only if it found "that at the time Fidel Tutiven possessed [the car] or sold it, he knew, he had knowledge, that the car that he possessed or was selling was stolen." Following closing arguments, the court reinforced its instruction on knowledge:

To sustain its burden of proof for each of Counts 1 through 13, the government must prove beyond a reasonable doubt. . . . [that] this defendant kn[e]w that motor vehicle was stolen at the time he possessed it?

So you should ask yourselves. . . . has the government proved beyond a reasonable doubt that this defendant knew that the car was stolen at the time he possessed it?

Thus, viewed in the context of the entire charge and particularly the trial judge's repeated admonitions that evidence of negligence was insufficient to convict, there is no question that the jury instructions on the necessity for proof of actual knowledge were both clear and correct.

Finding no error, we affirm the district court judgment.

Affirmed.