Withholding of Removal Requires a Protected-Ground Nexus, and Pro Se Litigants Must Verify Legal Citations

Case: Contreras Ramirez v. Blanche, No. 25-9577
Court: United States Court of Appeals for the Tenth Circuit
Decision date: October 28, 2026
Disposition: Petition for review denied.

Precedential status: This order and judgment expressly disclaims binding precedential effect, except under law of the case, res judicata, and collateral estoppel. It therefore applies existing principles rather than establishes a new binding rule, although it may be cited for its persuasive value.

1. Introduction

This case concerns a Colombian family’s unsuccessful challenge to the denial of withholding of removal. Rodrigo Andres Gonzalez Mosquera, Maria Alejandra Contreras Ramirez, and their minor child sought protection after reporting threats, harassment, sexual violence, and an apparent attempted shooting associated with members of the Tren de Aragua gang. Todd Blanche, substituted as United States Attorney General, was the respondent.

The central legal issue was not whether the family had experienced serious harm. The immigration judge found the petitioners generally credible and concluded that the harm suffered by Gonzalez Mosquera cumulatively reached the level of persecution. The decisive question was whether that persecution occurred because of a legally protected characteristic. The court also addressed procedural fairness, administrative exhaustion, and the responsibility of self-represented litigants to verify legal authorities, including authorities potentially generated by artificial intelligence.

The decision illustrates a fundamental distinction in protection law: credible evidence of severe violence does not, by itself, establish eligibility for withholding of removal. The applicant must also prove the required connection between the harm and a protected ground.

2. Background and Procedural History

The family’s experiences in Colombia

The petitioners entered the United States without inspection in May 2023 and were placed in removal proceedings. Gonzalez Mosquera testified about childhood sexual assault and, later, his work as a chef and community volunteer in Bogotá. Through his Catholic church, he helped provide cooking workshops and social activities for vulnerable youth.

Beginning in April 2022, gang members threatened him over his community activities, used racial slurs concerning his dark complexion, and made derogatory remarks about his relationship with his wife and child. He reported threats to police but was told that officers could not act without the perpetrators’ names.

His wife described an October 2022 sexual assault by four gang members. Neighbors activated an alarm after hearing her screams, causing the attackers to flee. She did not report the assault because she could not identify the men, and she subsequently avoided leaving home alone.

In late April 2023, an unidentified motorcyclist pointed a gun at Gonzalez Mosquera’s chest and pulled the trigger, but the weapon did not fire. Police again could not assist because he could not identify the attacker. The family fled Colombia slightly more than a week later.

The agency’s decisions

The family applied for asylum, withholding of removal, and protection under the Convention Against Torture. The immigration judge denied all three forms of relief:

  • Asylum: The judge found the petitioners ineligible under the Circumvention of Lawful Pathways Rule because of the timing, place, and manner of their entry.
  • Withholding of removal: Although Gonzalez Mosquera’s cumulative harm amounted to persecution, the judge found no sufficient connection to a protected ground. The judge also found that he had not established the Colombian government’s inability or unwillingness to protect him from future persecution.
  • Convention Against Torture protection: The judge found insufficient proof that Colombian officials would acquiesce in the petitioners’ torture.

The judge applied the same withholding analysis to the wife and child because their applications relied on the same underlying circumstances. The Board of Immigration Appeals affirmed the withholding denial on the protected-ground nexus issue and rejected the petitioners’ procedural objections for lack of prejudice.

The asylum and Convention Against Torture rulings were not challenged before the Board, which deemed those claims waived. The petitioners did not seek appellate review of that waiver determination. Consequently, the Tenth Circuit did not review the merits of either form of relief.

3. Summary of the Court’s Decision

Exercising jurisdiction under 8 U.S.C. § 1252(a)(1), the Tenth Circuit denied the petition for review. Its principal conclusions were:

  1. The nexus finding survived deferential review. The evidence did not compel a finding that the gang harmed or would harm the family because of race, religion, nationality, membership in a particular social group, or political opinion.
  2. The due process claim lacked a demonstrated factual and prejudicial basis. The petitioners did not establish that the immigration judge inadequately developed the wife’s independent claim or that any alleged inadequacy potentially affected the outcome.
  3. Unexhausted arguments would not be considered. The family had not presented its specific ineffective-assistance, psychological-trauma, and pregnancy-related arguments to the Board.
  4. The opening brief violated citation obligations. It cited four nonexistent cases and attributed unsupported propositions to two real cases. The court imposed no sanctions but warned that self-representation and possible use of generative artificial intelligence did not excuse inaccurate legal submissions.

4. Legal Reasoning

A. The standard of review shaped the result

Because a single Board member issued a brief affirmance, the court reviewed both that order and the portions of the immigration judge’s reasoning on which it relied. Legal conclusions received independent, or de novo, review. Factual findings received substantial-evidence review.

Under 8 U.S.C. § 1252(b)(4)(B), administrative factual findings remain conclusive unless any reasonable adjudicator would be compelled to decide otherwise. This is materially different from asking whether another factfinder could reasonably have reached a different result. The court treated persecutor motive and the required nexus as factual matters, making that deferential standard central to the outcome.

B. Severe persecution and a protected-ground nexus are separate requirements

Withholding of removal requires a clear probability of persecution on account of one of five protected grounds identified in 8 U.S.C. § 1231(b)(3)(A): race, religion, nationality, membership in a particular social group, or political opinion.

The immigration judge’s finding of persecution therefore resolved only part of the eligibility inquiry. It did not establish why the perpetrators acted. Similarly, finding testimony credible did not require the agency to accept a particular legal characterization of the perpetrators’ motives.

The petitioners checked the particular-social-group box on their applications but did not identify a specific group or otherwise clearly articulate a protected ground. The agency also found insufficient evidence that gang members had attributed a political opinion to Gonzalez Mosquera or sought to punish his beliefs. Instead, it understood the gang’s conduct as motivated by general criminal objectives, including preserving territorial influence and control.

The Tenth Circuit held that the record did not compel rejection of that account. Its reasoning does not establish that community work can never generate a political-opinion claim, or that gang violence can never qualify as persecution on a protected ground. It establishes only that the required connection was not compelled by this record.

C. The racial slurs warrant careful treatment

The factual narrative includes explicit racial insults. Those facts are potentially relevant because race is a statutory protected ground. Nevertheless, the opinion offers no separate, detailed analysis of their evidentiary significance. It recounts the agency’s broader conclusion that the threats and harassment did not establish the required nexus and then upholds that conclusion under substantial-evidence review.

This limits the decision’s broader significance. It should not be read as announcing that racial slurs are legally irrelevant or categorically insufficient to establish racial motivation. The holding is record-specific, and the opinion does not articulate a general rule for weighing such evidence.

D. The government-protection finding was not the appellate court’s dispositive rationale

The immigration judge also found inadequate proof that Colombian authorities were unable or unwilling to protect Gonzalez Mosquera from future persecution. The Board’s affirmance and the court’s withholding analysis, however, centered on nexus.

Accordingly, this decision should not be treated as establishing that police refusals to act without an attacker’s identity necessarily demonstrate adequate state protection. Nor does it equate the government-protection inquiry for withholding with the separate official-acquiescence inquiry under the Convention Against Torture.

E. The court left the scope of an immigration judge’s record-development duty unresolved

The petitioners argued that the immigration judge failed to develop a separate basis for relief for Gonzalez Mosquera’s wife. The court acknowledged that circuit precedent had not expressly recognized an affirmative duty to develop the record for an unrepresented applicant.

Rather than decide whether such a duty exists, the court assumed it for purposes of analysis. Even on that assumption, the petitioners had to show prejudicial inadequacy: a deficiency capable of affecting the outcome.

The Board had concluded that the judge considered both spouses’ experiences and still correctly found no nexus. On judicial review, the petitioners offered general assertions that the wife’s claim was not separately evaluated and that the resulting prejudice was extreme. They did not identify a demonstrated failure to develop the record or explain how additional development could have changed the dispositive nexus analysis.

The decision therefore does not authorize automatic consolidation of every family member’s distinct claim. Its narrower point is that a procedural challenge requires an identified deficiency and a meaningful explanation of potential prejudice.

F. Administrative exhaustion and appellate waiver performed different functions

The court declined to consider claims that prior counsel failed to submit police reports and other evidence, and that the judge ignored psychological trauma and risks associated with the wife’s pregnancy. Those specific theories had not been presented to the Board, and the government invoked the exhaustion requirement in 8 U.S.C. § 1252(d)(1).

Separately, the court treated objections concerning the statutory right to counsel and service of notices to appear as abandoned because the opening appellate brief did not address them, even though the Board had considered them.

These are distinct procedural failures: exhaustion concerns giving the agency an opportunity to address a specific legal theory; appellate waiver concerns adequately presenting an issue to the reviewing court. Neither disposition resolved the underlying merits of the omitted claims.

G. Citation accuracy remains the litigant’s responsibility

Under Tenth Circuit Rule 46.5(B)(2), attorneys and unrepresented parties certify that a reasonable inquiry supports the legal contentions in their submissions. The four nonexistent citations and two inaccurate descriptions of real cases violated that obligation.

The panel suspected generative artificial intelligence was responsible, but did not make a definitive finding about how the errors originated. It imposed no sanctions and instead warned that responsibility for accuracy remains with the person submitting the brief, regardless of the technology used.

The opinion thus addresses verification, not a categorical prohibition on artificial-intelligence assistance. Nor does its decision to forgo sanctions create an exemption for self-represented litigants.

5. Precedents Cited and Their Influence

Review standards and substantive protection requirements

Yang v. Archuleta, 525 F.3d 925, 927 n.1 (10th Cir. 2008)

This case supplied the rule that courts liberally construe self-represented litigants’ arguments without acting as their advocates. It framed the panel’s treatment of the family’s submissions: leniency in interpretation did not require the court to formulate missing arguments or cure evidentiary and procedural deficiencies.

Dallakoti v. Holder, 619 F.3d 1264, 1267 (10th Cir. 2010)

The court relied on this decision to identify the agency materials subject to review after a brief, single-member Board affirmance and to distinguish independent review of legal questions from substantial-evidence review of facts. It also appears within the cited authority defining the nexus requirement. These principles structured the court’s deferential examination of the agency’s motive findings.

Rodas-Orellana v. Holder, 780 F.3d 982, 987 (10th Cir. 2015)

This decision supplied the withholding standard: a clear probability of persecution on account of a protected ground. Its role was foundational, explaining why the seriousness of the family’s experiences alone could not establish eligibility.

Miguel-Pena v. Garland, 94 F.4th 1145, 1159 (10th Cir. 2024)

The panel used this case to define nexus and classify the nexus determination as factual, subject to substantial-evidence review. It also cited the decision at page 1158 when declining to address unexhausted arguments. The precedent therefore supported both the substantive review framework and the limit on issues available for judicial consideration.

Vatulev v. Ashcroft, 354 F.3d 1207, 1209 (10th Cir. 2003)

This decision distinguishes common criminality or personal hostility from persecution connected to a protected ground. It supported the panel’s acceptance of the agency’s criminal-control explanation. Its use did not mean that criminal conduct and protected-ground persecution are mutually exclusive; the relevant question remained the perpetrators’ motive.

Procedural fairness and issue preservation

Sawyers v. Norton, 962 F.3d 1270, 1286 (10th Cir. 2020)

This authority supplied the rule that issues omitted from an opening brief are abandoned or waived. It explained why the court did not consider the right-to-counsel and notice-service objections previously rejected by the Board.

Schroeck v. Gonzales, 429 F.3d 947, 952 (10th Cir. 2005)

The court cited this case for procedural due process in removal proceedings: an opportunity to be heard at a meaningful time and in a meaningful manner. It provided the constitutional framework for assessing the alleged failure to develop the wife’s claim.

Matumona v. Barr, 945 F.3d 1294, 1303–04, 1308 (10th Cir. 2019)

This was the principal authority governing the record-development challenge. It established the need to show prejudicial error, recognized that the circuit had not expressly adopted the asserted affirmative duty, and required a showing of prejudicially inadequate development even if such a duty were assumed. It allowed the panel to reject the challenge without resolving the duty’s existence.

Lucio-Rayos v. Sessions, 875 F.3d 573, 577 (10th Cir. 2017)

This case clarified prejudice: the alleged rights violation must potentially affect the outcome. The standard concerns a plausible effect on the proceedings, not merely dissatisfaction with their result.

Arostegui-Maldonado v. Garland, 75 F.4th 1132, 1147 (10th Cir. 2023)

The court cited this decision as additional support for its discussion of the unresolved record-development duty. It expressly noted that the decision had been abrogated on other grounds, limiting the significance of that qualification to matters outside the proposition being invoked.

Riley v. Bondi, 145 S. Ct. 2190 (2025)

This Supreme Court decision appeared only in the qualification identifying the partial abrogation of Arostegui-Maldonado. The panel did not use it as an independent basis for resolving nexus, prejudice, or citation misconduct.

Garcia-Carbajal v. Holder, 625 F.3d 1233, 1237 (10th Cir. 2010)

The court relied on its requirement that an applicant present the same specific legal theory to the Board before seeking judicial review. A general challenge to removal therefore did not preserve the distinct ineffective-assistance, trauma, and pregnancy arguments.

Santos-Zacaria v. Garland, 598 U.S. 411 (2023)

The opinion identified this decision as abrogating Garcia-Carbajal on other grounds. Its relevant background is that statutory exhaustion is nonjurisdictional rather than a limitation on the court’s adjudicatory power. Here, the government invoked exhaustion, and the panel enforced it without treating the omitted arguments as properly before the court.

Fabricated citations and sanctions

Amarsingh v. Frontier Airlines, Inc., No. 24-1391, 2026 WL 352016, at *5 (10th Cir. Feb. 9, 2026) (unpublished)

This unpublished decision involved an attorney representing herself who submitted a generative-AI-drafted brief containing seven nonexistent cases and inaccurate quotations attributed to two real cases. The court there imposed sanctions under Federal Rule of Appellate Procedure 38, while acknowledging its inherent sanctioning power. The present panel used it as a persuasive warning that fabricated authorities can produce financial consequences, not as a mandate to sanction every defective brief.

Lichfield v. Kubler, 183 F.4th 1248, 1270–71 (10th Cir. 2026)

This decision declined sanctions for likely AI-related misrepresentations where the errors were significantly fewer than those in Amarsingh. It supported a discretionary response and supplied the present panel’s central warning: litigants remain responsible for ensuring that submissions are legally warranted and supported by the record, regardless of the technology used.

6. Potential Impact and Limits

  • Gang-related protection claims: The opinion underscores the importance of evidence connecting threats or attacks to a statutory ground, rather than establishing only serious danger or criminal coercion.
  • Individual family claims: Applicants challenging inadequate consideration of a family member’s claim should identify the distinct factual basis, the omitted development, and its potential effect on eligibility.
  • Procedural preservation: Specific theories should be presented to the Board and then adequately raised in the opening appellate brief. General allegations do not necessarily preserve narrower claims.
  • Technology-assisted submissions: The opinion reinforces that citation verification is mandatory for represented and self-represented litigants alike. Its warning may inform future exercises of sanctioning discretion.
  • Limited precedential reach: Because the decision is nonprecedential, it does not settle the unresolved record-development duty, establish a categorical rule about racial insults, or decide the merits of the abandoned and unexhausted claims.

The exception for law of the case, res judicata, and collateral estoppel concerns the decision’s effect within the same litigation or its potential preclusive effect in later proceedings. It does not convert the opinion into generally binding circuit precedent.

7. Complex Concepts Simplified

Withholding of removal
A protection against removal to a country where the applicant faces the required likelihood of persecution for a legally protected reason. It is distinct from asylum and Convention Against Torture protection.
Nexus
The connection between the harm and the reason for it. The legal inquiry asks not only “What happened?” but also “Why was this person targeted?”
Particular social group
A statutory category that requires identification of a legally cognizable group. Checking a box without defining the group does not meaningfully establish the claim.
Imputed political opinion
A political belief attributed to someone by a persecutor, whether or not that person actually holds it.
Substantial-evidence review
A deferential review standard. A court does not overturn an agency’s factual finding merely because a different conclusion is possible; the evidence must compel the contrary conclusion.
Prejudice
A procedural error’s potential to affect the outcome. Identifying an alleged mistake without explaining its possible consequence is insufficient.
Administrative exhaustion
Giving the agency the required opportunity to address a specific argument before asking a court to decide it.
AI “hallucinated” citations
References that look authentic but identify nonexistent decisions or misstate what real decisions say. Their appearance of precision does not replace verification.

8. Conclusion

Contreras Ramirez v. Blanche demonstrates that credible, severe mistreatment and eligibility for withholding of removal are separate questions. The family’s petition failed because the record did not compel a protected-ground nexus, the procedural challenge lacked demonstrated prejudice, and additional theories were not properly preserved.

Its broader persuasive significance lies in combining substantive rigor with procedural accountability: applicants must explain the legally protected reason for persecution, preserve specific arguments, and verify every authority submitted to the court. The decision applies those principles without creating new binding precedent or resolving the broader questions it expressly leaves open.