Issue-by-Issue Exhaustion and Social-Distinction Proof: Limits on “Loan Shark” Particular Social Groups

1. Introduction

In Sushilaben Patel v. Attorney General United States of America (3d Cir. June 17, 2026) (not precedential), the Third Circuit denied a family’s petition for review of a Board of Immigration Appeals (“BIA”) decision affirming an Immigration Judge’s (“IJ”) denial of asylum and withholding of removal (and treating CAT issues as forfeited).

The lead petitioner, Sanjaykumar Somabhai Patel, alleged that after borrowing from loan sharks in India and missing payments, he was assaulted and threatened (including a threat to kidnap his daughter). He sought protection in the United States based on membership in proposed “particular social groups” (“PSGs”) tied to loan-shark threats and alleged police non-protection due to the loan sharks’ political power.

The case turned on two recurring asylum-law gatekeeping questions:

  • Exhaustion: whether Patel preserved (before the BIA) challenges to dispositive IJ findings—especially nexus.
  • PSG cognizability: whether Patel’s remaining PSG was socially distinct in Indian society based on the record evidence.

2. Summary of the Opinion

The Third Circuit denied relief for two independent reasons:

  1. Failure to exhaust a dispositive “nexus” issue: Patel conceded he did not challenge the IJ’s finding that any PSG membership was not “at least one central reason” for the harm (i.e., the loan sharks’ motive was repayment). Because the Government invoked 8 U.S.C. § 1252(d)(1), the court enforced exhaustion and declined to disturb the agency’s conclusions.
  2. No cognizable PSG on the merits (even if exhausted): Patel’s narrower PSG—those seeking police protection from loan sharks but denied protection because loan sharks are politically powerful—lacked sufficient evidence of social distinction in India. A single reported instance of police inaction did not compel reversal under substantial-evidence review.

3. Analysis

3.1. Precedents Cited

Exhaustion and issue preservation

  • Inestroza-Tosta v. Att'y Gen., 105 F.4th 499 (3d Cir. 2024) (quoting Castro v. Att'y Gen., 671 F.3d 356 (3d Cir. 2012)): The court relied on this line for the proposition that exhaustion “attaches to each particular issue” raised on petition for review—meaning preserving one argument does not preserve all related arguments. The opinion also noted this authority was “abrogated in part on other grounds by Riley v. Bondi, 606 U.S. 259 (2025),” without suggesting any change to the issue-by-issue exhaustion principle applied here.
  • Santos- Zacaria v. Garland, 598 U.S. 411 (2023): The Third Circuit used this case to emphasize that § 1252(d)(1) exhaustion is not jurisdictional. This matters because courts possess adjudicatory power but may still be required to enforce exhaustion as a mandatory claim-processing rule.
  • Gomez-Gabriel v. Att'y Gen., 146 F.4th 327 (3d Cir. 2025) (quoting Joseph v. Att'y Gen., 465 F.3d 123 (3d Cir. 2006)): This provided the operative test: a petitioner must make “some effort” to put the BIA on notice of the issue; if the petitioner makes “no such effort,” the court will not disturb the agency’s conclusions. Critically, once the Government raises exhaustion, the court “must enforce it.” The panel treated Patel’s conceded failure to raise nexus as dispositive under this framework.

Nexus and protected-ground motive

  • Tipan Lopez v. Att'y Gen., 142 F.4th 162 (3d Cir. 2025): Patel invoked this case to excuse his failure to raise nexus to the BIA. The panel rejected that attempt, explaining that Tipan Lopez addressed and rejected an “animus-based test” (a requirement of hostility toward the protected ground), which was inconsistent with statutory text and BIA precedent. Here, the IJ applied the ordinary nexus framework, so Tipan Lopez did not create a new basis to overlook Patel’s lack of exhaustion.
  • In re Kasinga, 21 I.&N. Dec. 357 (B.I.A. 1996): Cited within the discussion of Tipan Lopez, Kasinga served to show the BIA had already rejected an animus requirement long before Patel’s case—undercutting the argument that a later circuit decision justified failing to preserve nexus arguments administratively.

PSG cognizability and “social distinction” proof

  • S.E.R.L. v. Att'y Gen., 894 F.3d 535 (3d Cir. 2018): The court used S.E.R.L. for two points: (1) PSG cognizability is a mixed question (de novo for the ultimate legal conclusion; substantial evidence for underlying facts), and (2) “social distinction” requires evidence society recognizes the group as distinct.
  • Radiowala v. Att'y Gen., 930 F.3d 577 (3d Cir. 2019): The court applied Radiowala’s three-part PSG test—immutability, particularity, and social distinction—and relied on its articulation of the “social distinction” evidentiary requirement. This framing drove the merits outcome: Patel’s evidence did not match the narrow PSG he advanced.
  • Lukwago v. Ashcroft, 329 F.3d 157 (3d Cir. 2003): Cited for the principle that withholding of removal carries a higher burden than asylum; thus failure on asylum generally defeats withholding as well. This underwrote the opinion’s practical consequence: the nexus and PSG defects sank both asylum and withholding claims.

3.2. Legal Reasoning

  1. Exhaustion as a threshold bar (when invoked): The panel treated the IJ’s nexus finding as dispositive and emphasized that exhaustion is issue-specific. Because Patel conceded he did not challenge the nexus finding to the BIA—and the Government raised § 1252(d)(1)—the court enforced the exhaustion rule and declined review of that issue.
  2. No “Tipan Lopez” safety valve: The court distinguished Tipan Lopez as addressing an improper “animus-based test,” not eliminating the need to preserve nexus disputes before the agency. The IJ here applied the correct standard; therefore, there was no intervening legal shift excusing non-exhaustion.
  3. Alternative merits holding on PSG “social distinction”: Even assuming exhaustion, the panel agreed with the BIA that Patel’s PSG was not shown to be “socially distinct” in India. The opinion focused on fit: Patel argued broadly about Indian borrowers paying exorbitant interest, but his PSG was narrower (borrowers who seek police protection and are denied it due to politically powerful loan sharks). The record evidence did not sufficiently document societal recognition of that narrower group; one anecdotal account did not compel reversal.

3.3. Impact

  • Procedural impact (exhaustion discipline): The decision reinforces that petitioners must directly challenge each dispositive IJ finding before the BIA—particularly nexus—because courts will enforce § 1252(d)(1) once the Government raises it. Practically, even strong factual narratives can fail if briefing omits a key element.
  • Substantive impact (PSG proof for loan-shark claims): The opinion underscores that “loan shark” harm framed as a PSG claim must be supported by evidence tailored to the precise PSG definition, especially on social distinction. General reporting about indebtedness or predatory lending may not establish that society recognizes a narrower “police-nonprotected victims of politically connected loan sharks” group as distinct.
  • Strategic impact (framing and record-building): Applicants advancing PSGs tied to criminal actors and police inaction should expect close scrutiny of (a) nexus (payment motive vs. protected-ground motive), and (b) country-conditions evidence showing societal recognition of the exact group, not a broader adjacent population.

4. Complex Concepts Simplified

  • Particular Social Group (PSG): A protected category in asylum law. The group must be defined clearly and be recognized as a distinct group in that society, not merely be a collection of people who have suffered similar harm.
  • Nexus (“on account of”): The applicant must show the persecution is connected to (and motivated by) a protected ground. If the persecutor’s motive is purely personal or economic (e.g., collecting a debt), nexus often fails.
  • Social distinction: Evidence must show the society (not just the persecutor) recognizes the group as a distinct class. This typically requires more than isolated anecdotes.
  • Exhaustion (8 U.S.C. § 1252(d)(1)): Before asking a federal court to review an issue, the applicant must first raise it with the BIA. If an issue was not presented, the court generally will not consider it when the Government invokes exhaustion.
  • Substantial evidence review: A deferential standard. The court does not reweigh evidence; it asks whether the agency’s conclusion is supported by enough evidence that it is not compelled to find otherwise.

5. Conclusion

The central lessons of Sushilaben Patel v. Attorney General United States of America are procedural and evidentiary. Procedurally, the Third Circuit enforced issue-by-issue exhaustion to bar review of an unpreserved nexus challenge once the Government invoked § 1252(d)(1). Substantively, the court signaled that PSG theories tied to loan sharks and alleged police inaction require tightly matched, society-specific evidence of social distinction; generalized evidence about indebtedness or predatory lending will not necessarily prove the cognizability of a narrower PSG.