Notice-and-Opportunity Permits Sua Sponte Guidelines Enhancements; False Submissions to Pretrial/Probation Constitute Obstruction and Support Restitution When PSR Is Undisputed

1. Introduction

United States v. Lekesha Hill (3d Cir. Mar. 5, 2026) addresses three recurring sentencing disputes in federal fraud cases: (i) when false information given to Pretrial Services/Probation supports the obstruction of justice enhancement under U.S.S.G. § 3C1.1; (ii) whether a district court may sua sponte raise a Guidelines enhancement—here, sophisticated means under U.S.S.G. § 2B1.1(b)(10)(C)—without violating party-presentation or separation-of-powers principles; and (iii) how restitution is properly set under the Mandatory Victims Restitution Act when the presentence report’s loss figure is not disputed.

Hill, a bookkeeper, pleaded guilty to six counts of wire fraud (18 U.S.C. § 1343) for embezzling from her employer by using business credit cards for personal purchases and diverting funds through a PayPal account opened in the name of a fake business. After the plea—but before sentencing—she violated release conditions prohibiting bookkeeping work, allegedly concealed that employment with false documents, and misrepresented travel. The district court applied (1) an obstruction enhancement and (2) a sophisticated-means enhancement, imposed 63 months’ imprisonment, and ordered $359,383.65 in restitution (including $50,000 to Liberty Mutual Insurance Company).

On appeal, Hill challenged both enhancements and the restitution amount. Because she had not preserved these objections, the Third Circuit reviewed for plain error and affirmed.

2. Summary of the Opinion

  • Obstruction (U.S.S.G. § 3C1.1): Affirmed. Submitting materially false employment and bank records to Pretrial Services/Probation to conceal income was obstructive and willful, and it related to sentencing issues such as ability to pay restitution.
  • Sophisticated means (U.S.S.G. § 2B1.1(b)(10)(C)) raised sua sponte: Affirmed. The district court gave advance notice (two months) and heard argument; thus, considering the enhancement did not violate party-presentation or separation-of-powers principles.
  • Restitution (MVRA): Affirmed. The court could rely on the undisputed presentence report and Hill’s plea colloquy acknowledgment of the restitution figure; the inclusion of Liberty Mutual as a payor was upheld on this record.

3. Analysis

3.1 Precedents Cited

Plain-error framework and appellate posture

  • United States v. Dorsey, 105 F.4th 526, 528 (3d Cir.), cert. denied, 145 S. Ct. 457 (2024): The court used Dorsey to set the controlling standard because Hill failed to preserve her objections. Dorsey supplied the Third Circuit’s articulation of the four-part plain-error inquiry (error, plainness, effect on substantial rights, and discretionary correction).
  • United States v. Olano, 507 U.S. 725, 732-33 (1993): Cited via Dorsey as the Supreme Court source for the modern plain-error test, shaping the opinion’s insistence that Hill must show more than arguable mistake—she must show a clear, outcome-relevant error.

Obstruction enhancement, proof, and reliance on undisputed PSR facts

  • United States v. Soto, 122 F.4th 503, 508-10 (3d Cir. 2024), cert. denied, 145 S. Ct. 1456 (2025): Soto did double work. First, it confirmed that the Government must prove § 3C1.1 elements by a preponderance and that a sentencing court may accept undisputed PSR portions as fact. Second, its reasoning supported the finding of willfulness: purposeful deception of probation functions as obstruction even if the defendant claims personal hardship.
  • United States v. Cusumano, 943 F.2d 305, 316 (3d Cir. 1991): Cusumano grounded the “materiality” link between financial misstatements and sentencing outcomes: false statements about finances can influence determinations tied to fines and restitution, making the deception “material” for obstruction purposes.

Guidelines commentary and interpretive backdrop

  • United States v. Nasir, 17 F.4th 459, 470-71 (3d Cir. 2021) (en banc): The panel referenced Nasir to note a potential limitation on deference to Guidelines commentary, but declined to engage it because the parties did not object to reliance on the commentary here.
  • United States v. Wise, 134 F.4th 745, 748 (3d Cir. 2025): Wise was used to justify bypassing a Nasir analysis when the parties do not contest the use of commentary, allowing the court to rely on Application Note 4(H) describing false information to probation as obstructive conduct.

Sua sponte consideration of enhancements and notice

  • United States v. Payo, 135 F.4th 99, 106-08 (3d Cir. 2025): Payo served as the contrast case. In Payo, the district court effectively built the Government’s forfeited argument without notice, raising party-presentation and separation-of-powers concerns. Here, the panel distinguished Payo because the district court gave advance notice and heard adversarial argument before applying the enhancement.
  • United States v. Mackins, 218 F.3d 263, 269 (3d Cir. 2000): Mackins provided affirmative support that raising an enhancement sua sponte is permissible when parties are notified and given an opportunity to brief/argue it—precisely the procedural protection the district court provided in Hill.

Restitution under the MVRA and reliance on undisputed PSR

  • United States v. Cammarata, 145 F.4th 345, 377 (3d Cir. 2025): Cammarata reinforced the MVRA’s command: restitution must be ordered “in the full amount” of each victim’s losses as determined by the court, limiting a defendant’s ability to re-litigate restitution without a developed objection record.
  • United States v. Lessner, 498 F.3d 185, 202-03 (3d Cir. 2007): Lessner supported the principle that, absent a dispute, the sentencing court need not make extensive on-the-record findings beyond adopting PSR findings—here used to uphold restitution where Hill had not contested the PSR’s figure or basis.

3.2 Legal Reasoning

(a) Obstruction of justice: false documents to Pretrial Services/Probation

The court applied the two-part test in U.S.S.G. § 3C1.1: (1) willful obstruction of the administration of justice with respect to the investigation, prosecution, or sentencing, and (2) a relationship between the obstructive act and the offense of conviction or relevant conduct. The panel treated Hill’s conduct—submitting false employment and bank records—as squarely within Application Note 4(H) (“providing materially false information to a probation officer”).

Materiality was established because the deception concerned income and financial resources, which bear directly on sentencing determinations like ability to pay restitution. Cusumano provided the key link: financial lies “obviously affect” probation’s assessment of ability to pay. The willfulness finding was supported by Hill’s intentional concealment and use of false documents; claimed difficulty finding work did not negate purposeful deception (Soto).

The panel also endorsed the district court’s reliance on undisputed PSR facts (Soto; Fed. R. Crim. P. 32(i)(3)(A)), emphasizing that Hill had not objected to the PSR.

(b) Sua sponte sophisticated-means enhancement: procedural safeguards

Hill’s appellate challenge focused not on whether her scheme was sophisticated, but on whether the district court could raise the issue itself. The court framed the relevant constraint as procedural and constitutional in flavor—party presentation and separation of powers—and resolved it through notice and adversarial testing.

The district court advised the parties two months before sentencing to be prepared to address U.S.S.G. § 2B1.1(b)(10)(C), then heard both sides at sentencing. That process aligned with Mackins and avoided the key failure identified in Payo (a court essentially supplying arguments without notice and without giving the parties a fair chance to litigate the issue).

(c) Restitution: MVRA full-loss principle and PSR adoption

Under 18 U.S.C. § 3664(f)(1)(A), restitution is mandatory and must reflect the “full amount” of the victim’s losses. The district court relied on the PSR’s $359,383.65 calculation and the Government’s list of illegal payments benefiting Hill—none of which Hill contested at sentencing. Hill also acknowledged the same restitution amount during her guilty plea colloquy.

Given the absence of any developed objection, the panel held there was no error—let alone plain error—in adopting the PSR figure (Soto; Lessner). The inclusion of $50,000 payable to Liberty Mutual was upheld in this posture as part of the loss amounts tied to Hill’s conduct and reflected in the undisputed restitution calculation.

3.3 Impact

  • Strengthens the practical reach of § 3C1.1 in post-plea conduct: Defendants who submit false financial or employment documentation to Pretrial Services/Probation should expect obstruction exposure even when the underlying offense is unrelated to the new misstatements, so long as the deception bears on sentencing administration (e.g., restitution/ability to pay).
  • Clarifies the “safe path” for sua sponte enhancements: District judges in the Third Circuit may raise enhancements on their own initiative if they provide meaningful advance notice and an opportunity to be heard—reducing the risk of reversal under party-presentation/separation-of-powers concerns highlighted in Payo.
  • Reinforces the cost of failing to object to PSR restitution figures: When restitution calculations are not challenged in the district court, appellate review is highly constrained; reliance on the PSR and plea-colloquy acknowledgments will usually defeat later challenges.

4. Complex Concepts Simplified

Plain error
A demanding appellate standard applied when an issue was not properly raised below. The appellant must show a clear legal mistake that likely affected the outcome, and even then the appellate court may decline to correct it.
Presentence report (PSR) and Rule 32(i)(3)(A)
The PSR summarizes offense facts, Guidelines calculations, and restitution/loss information. If a defendant does not object, the court may treat the PSR’s statements as factual findings.
Obstruction of justice enhancement (U.S.S.G. § 3C1.1)
A two-level increase for willfully interfering with the justice process (including sentencing). Lying to probation can qualify if the lie is “material”—i.e., capable of influencing what the court is deciding.
Materially false information
Information that, if believed, could influence the issue being decided. Here, false income/employment information was material because it could affect restitution/financial assessments in sentencing.
Sua sponte enhancement
An enhancement raised by the judge rather than requested by a party. It is generally permissible when the court provides notice and a chance for both sides to present arguments and evidence.
Party-presentation and separation-of-powers concerns
The adversarial system generally expects parties to frame disputes, and courts should not act as advocates. Payo warns against courts constructing forfeited arguments without notice; Hill indicates notice and an opportunity to contest can cure the concern.
Mandatory Victims Restitution Act (MVRA)
A statute requiring restitution for certain crimes, including fraud, in the full amount of victims’ losses, regardless of the defendant’s preferences; disputes must be timely raised and supported.

5. Conclusion

United States v. Lekesha Hill (non-precedential) is a procedural-and-practical sentencing decision with three key lessons: (1) submitting false financial/employment documentation to Pretrial Services/Probation can constitute willful, material obstruction under U.S.S.G. § 3C1.1 because it interferes with accurate sentencing administration; (2) a district court may raise a Guidelines enhancement on its own initiative when it provides advance notice and permits adversarial argument, distinguishing the due-process and structural concerns emphasized in United States v. Payo; and (3) restitution ordered under the MVRA will be upheld on appeal when it rests on undisputed PSR findings and plea-colloquy acknowledgments, leaving defendants little room to challenge amounts for the first time on appeal.