HLL 0.1-TX
Grades, item by item
Every graded answer, every axis, every judge note, every citation check. Public-split items show the blinded facts and the model's full answer; private-split items show scores and notes only. Weights: Issue 1, Standard 2, Authority 2, Application 2, Outcome 2, Procedure 1. A fabricated citation caps the item at 25%.
35%hll-240052-1otherdifficulty 5private splitgoogle/gemini-2.5-flash · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome0%×2
Procedure100%×1
Citation checks
unverified282 S.W.3d 433
unverified381 S.W.3d 430
unverified356 S.W.3d 407
unverified438 S.W.3d 556
found401 S.W.3d 623
Judges (1 of 3 parsed, median wins)
#1: no parseable verdict
#2: no parseable verdict
#3: issue 1 · standard 1 · application 1 · procedure 2
The issue is partially correct but does not frame it specifically as whether the pouches are 'made of a tobacco substitute' under § 155.001(15)(E). The standard discusses statutory interpretation but lacks the specific elements of de novo review, ejusdem generis, and the definitions of 'made of' and 'substitute.' The application partially addresses the rejection of both sides' arguments but does not clearly articulate the court's reasoning or the final conclusion regarding taxability. The procedure is accurately described, noting the petition for review and the context of the court's judgment.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
17688ms · graded 2026-08-25 16:49
25%hll-230887-1constitutionaldifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome50%×2
Procedure0%×1
Citation checks
found133 S.W.3d 217
found284 S.W.3d 366
found852 S.W.2d 440
found469 S.W.3d 69
in opinion369 S.W.3d 137
not found573 U.S. 149
found325 S.W.3d 628
found387 S.W.3d 610
found498 S.W.3d 68
found84 S.W.3d 198
found437 S.W.3d 913
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 0 · procedure 0
Issue: 2/5 issues match gold. Standard: Missing finality clause, elephants in mouseholes. Application: No application of the law to the facts. Procedure: Missing.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer frames issues as standing/immunity/procedural ultra vires/substantive ultra vires/APA/injunction scope rather than single dispositive ultra vires question. Standards cite correct cases but omit finality-clause/whole-text/clear-statement principles. Application addresses standing but incompletely addresses ultra vires theories; lacks §481.034(g) analysis and hemp-definition distinction. Procedure section missing.
#3: issue 1 · standard 1 · application 1 · procedure 1
Missing key elements of the ultra vires claim and procedural context; lacks clarity on statutory interpretation and finality.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
37643ms · graded 2026-08-25 18:07
38%hll-230887-2constitutionaldifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority14%×2
Application100%×2
Outcome0%×2
Procedure0%×1
Citation checks
found852 S.W.2d 440
in opinion369 S.W.3d 137
in opinion971 S.W.2d 439
found925 S.W.2d 659
found284 S.W.3d 366
found133 S.W.3d 217
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 0
Standard misses empty-vessel/object-of-regulation. Procedure is missing.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer identifies civil-enforcement redressability issue but frames it as fear of criminal prosecution rather than coerced compliance by license regime. Standards cite Texas cases but omit federal Article III framework and empty-vessel/object-of-regulation balance. Application reaches standing but doesn't address why coerced compliance is traceable or why civil enforcement suffices without criminal power. Procedure section incomplete/cut off.
#3: issue 1 · standard 1 · application 2 · procedure 1
Identifies standing and ripeness but lacks clarity on civil-only enforcement; cites relevant cases but misses some key principles.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
31457ms · graded 2026-08-25 18:08
25%hll-230887-3constitutionaldifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
not found551 S.W.3d 256
not found931 S.W.2d 672
found133 S.W.3d 217
found410 S.W.3d 843
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 1
The answer correctly identifies the issue as whether the website statement is an APA rule, but misses the crucial 'summarizing schedule modifications made through the Texas Controlled Substances Act's § 481.034 process' part.
#2: issue 1 · standard 1 · application 1 · procedure 1
Answer identifies correct issue but frames it as whether statement is a 'rule' rather than whether it triggers § 2001.038 waiver. Standard cites Villarreal and Public Citizen (not in gold); omits RWE Renewables, Leeper, El Paso Hospital District. Application focuses on lack of legal effect but misses the key point: § 481.034 supplies the governing scheme, making APA inapplicable entirely. Procedure correctly identifies plea to jurisdiction but doesn't clearly state sovereign immunity bars the claim. No hallucination detected but authority gaps significant.
#3: issue 1 · standard 1 · application 2 · procedure 2
Issue misstates focus on THC instead of website summary; standard lacks specific case references; application is strong; procedure is accurate.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34417ms · graded 2026-08-25 18:09
30%hll-230887-4constitutionaldifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
found284 S.W.3d 366
found133 S.W.3d 217
found387 S.W.3d 610
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 0 · application 0 · procedure 0
Standard and application are off-topic, discussing general ultra vires principles rather than the specific statutory interpretation of 481.034(g).
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer identifies correct procedural ultra vires issue but frames it as 'viable' when gold holds it fails. Cites El Paso/Miranda (correct authorities) but misses Willacy County finality doctrine—the critical standard that objection merits are nonjusticiable. Application treats DEA rule characterization and §(g) scope as reviewable; gold holds these are unreviewable. Procedure scores 0: answer does not address plea to jurisdiction, interlocutory appeal posture, or judgment rendering. No hallucination but misses controlling precedent.
#3: issue 2 · standard 1 · application 1 · procedure 2
Application partially addresses the merits of the objection, diverging from the gold answer's focus on procedural compliance.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34859ms · graded 2026-08-25 18:09
55%hll-230887-5civil-litigationdifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
found34 S.W.3d 547
found852 S.W.2d 440
found133 S.W.3d 217
found106 S.W.3d 692
found84 S.W.3d 198
found46 S.W.3d 880
found975 S.W.2d 546
found834 S.W.2d 4
found74 S.W.3d 849
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 0 · application 1 · procedure 1
Standard is missing all the specific legal principles and authorities from the gold. Application is missing the separation of powers point. Procedure is missing the standing point.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer frames issue as jurisdictional void rather than distinct remedial defects (rewrite directive + universal scope). Standards cite mandatory injunction doctrine and jurisdictional void principles but omit separation-of-powers, Whole Woman's Health, Trump v. CASA, Rule 29.3, and universal injunction limits. Application conflates jurisdictional reversal with scope defects; doesn't match gold's approach of reversing on immunity but flagging scope as independent problem. Procedure predicts dismissal/render rather than reversal of injunction with no remand; gold reverses injunction specifically
#3: issue 2 · standard 1 · application 1 · procedure 2
Identifies key issues but lacks clarity on separation of powers; cites relevant cases but misses some critical principles; application is partially correct.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
43775ms · graded 2026-08-25 18:10
74%hll-230953-1civil-litigationdifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority20%×2
Application100%×2
Outcome100%×2
Procedure100%×1
Citation checks
in opinion667 S.W.3d 297
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 1
Standard: misses the 'unless' rule and the statutory references to offering both affidavits and counteraffidavits. Procedure: misses that the court declines to render judgment.
#2: issue 2 · standard 1 · application 2 · procedure 2
Strong answer. Standard: cites Chefs' Produce correctly but omits § 18.001(b) 'unless' sufficiency rule and § 18.001(e)-(g) statutory architecture for claim-by-claim controversion. Application and procedure excellent.
#3: issue 2 · standard 1 · application 2 · procedure 2
The answer correctly identifies the issue and application but misstates the standard regarding expert testimony.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
33084ms · graded 2026-08-25 18:10
25%hll-230953-2civil-litigationdifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority25%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
found972 S.W.2d 35
found159 S.W.3d 897
found701 S.W.2d 238
found134 S.W.3d 835
found827 S.W.2d 833
in opinion267 S.W.3d 867
not found458 S.W.3d 829
found116 S.W.3d 757
found897 S.W.2d 750
found765 S.W.2d 394
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 1
The issue is missing the 'partially controverted' aspect. The standard is missing 'without a valid legal basis'. The application is missing the specific amounts for Provider 2 and 3. The procedure is missing 'petition for review' and 'rather than rendering judgment'.
#2: issue 1 · standard 1 · application 1 · procedure 1
Answer states abuse standard but conflates it with general discretion definition; cites Reliance Steel correctly but misses Central Expressway Sign; application lacks gold's precise finding that A had NO evidence of Provider 2/3 costs and that affidavits+counteraffidavits would have been sufficient; suggests rendition as alternative when gold mandates remand only.
#3: issue 2 · standard 1 · application 2 · procedure 2
Identifies abuse of discretion and harm, but lacks specific legal basis for harm; good application of facts to support harm.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
133087ms · graded 2026-08-25 18:13
40%hll-230953-3civil-litigationdifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority50%×2
Application50%×2
Outcome0%×2
Procedure50%×1
Citation checks
in opinion667 S.W.3d 297
found520 S.W.3d 848
found650 S.W.2d 764
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 0
Standard misses the statutory hearsay exception. Application relies on party-opponent admission, which the gold says is unnecessary. Procedure is missing.
#2: issue 1 · standard 1 · application 1 · procedure 2
Answer identifies admissibility of opponent's counteraffidavit but frames it as party-opponent admission under 801(e)(2) rather than statutory exception under § 18.001. Misses gold's key distinction: statute itself provides hearsay exception (Rule 802), not 801(e)(2). Correctly identifies affirmative attestation requirement but conflates with party-admission doctrine. Application reaches correct result ($9,774.54 + $2,950) but via wrong legal theory. Procedure correct.
#3: issue 1 · standard 1 · application 1 · procedure 1
Missing key points on admissibility and hearsay; mischaracterizes counteraffidavit's role.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
36021ms · graded 2026-08-25 18:13
25%hll-230953-4civil-litigationdifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard100%×2
Authority50%×2
Application50%×2
Outcome100%×2
Procedure100%×1
Citation checks
not found149 S.W.3d 874
in opinion356 S.W.3d 390
in opinion667 S.W.3d 297
found34 S.W.3d 909
found159 S.W.3d 897
found284 S.W.3d 851
found897 S.W.2d 750
found35 S.W.3d 608
found116 S.W.3d 757
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 2
Standard is missing the 'defendant may still challenge' part. Application is missing the three options and redaction requirement.
#2: issue 2 · standard 2 · application 1 · procedure 1
Issue framed correctly but omits 'conclusiveness' framing. Standard correct but cites wrong cases (Brokers', Haygood instead of Chefs'/Allstate); Chefs' cited but not for the 'sufficient not conclusive' holding. Application lacks three-option framework, redaction requirement, remittitur ceiling. Procedure says 'new trial' rather than 'further proceedings'; ambiguous whether trial or appellate court.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses the issue, standard, application, and procedure with relevant citations.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
32051ms · graded 2026-08-25 18:14
20%hll-240052-1otherdifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application0%×2
Outcome0%×2
Procedure50%×1
Citation checks
found325 S.W.3d 628
found340 S.W.3d 432
found549 S.W.2d 166
found422 S.W.3d 632
found145 S.W.3d 170
found971 S.W.2d 439
found83 S.W.3d 789
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 0 · procedure 1
The issue is close, but the answer includes 'made of tobacco' which the gold explicitly rejects. The standard is too general and includes irrelevant points. Application is completely wrong.
#2: issue 1 · standard 1 · application 0 · procedure 1
Issue frames 'tobacco substitute' correctly but adds 'chemically extracted' language not in gold. Standard cites plain meaning & ejusdum generis but omits 'made of'='primarily composed' definition, weight-based tax context, and specific precedents (Colorado County, Hegar, Hilco). Application reaches opposite conclusion: adopts taxpayer's narrow industry definition rejected by gold; misapplies ejusdem generis (gold: plain meaning applies, not limited to plant-based); ignores that cellulose-nicotine blend replaces pulverized tobacco in snus. Procedure correct on TRAP 53 but predicts AFFIRM when
#3: issue 1 · standard 1 · application 1 · procedure 2
Issue partially identifies the question; standard lacks key elements; application is vague; procedure correctly identifies the review process.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34567ms · graded 2026-08-25 18:14
25%hll-240052-2constitutionaldifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard100%×2
Authority0%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
found355 S.W.3d 618
found964 S.W.2d 922
found369 S.W.3d 137
found83 S.W.3d 789
found133 S.W.3d 217
found505 S.W.3d 580
not found730 S.W.2d 922
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 2 · application 2 · procedure 1
The answer correctly identifies the issue, standard, and application. The procedure is mostly correct but misses the specific rule of appellate procedure.
#2: issue 2 · standard 1 · application 2 · procedure 1
Answer correctly identifies mootness vs. avoidance distinction and remand-to-COA rule. However, cites appear fabricated or misapplied: Sefzik, Mayhew, Heckman, Miranda, BMC Software, Parks & Wildlife, Crosstex, Borden lack verification against gold opinion. Gold cites Tarr v. Timberwood Park and In re Troy S. Poe Trust. Procedure section lacks TRAP 60.2(d) citation. Otherwise substantively sound.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses mootness and remand, cites relevant cases, and aligns with gold answer's reasoning.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
75309ms · graded 2026-08-25 18:16
25%hll-240052-3constitutionaldifficulty 4public split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
not found139 S.W.3d 794
found113 S.W.3d 340
not found304 S.W.3d 369
found549 S.W.2d 166
in opinion455 U.S. 489
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 0
Standard: misses the mapping of fair notice to pro-taxpayer presumption and arbitrary enforcement to equal-and-uniform. Application: misses the point about no cited cases voiding a tax statute for vagueness. Procedure: misses the remand of the equal-and-uniform challenge.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer frames issue correctly but misses gold's key point: whether vagueness adds anything beyond existing tax doctrines. Standard identifies two prongs but cites non-gold authorities (Earles, B.L.D., Morales, Bullock) and omits gold's pro-taxpayer ambiguity presumption & equal-and-uniform mapping. Application reaches correct conclusion but lacks gold's analysis of overlap with equal-and-uniform or acknowledgment court doesn't categorically foreclose vagueness. Procedure wrong: gold remands equal-and-uniform challenge; answer predicts reversal for taxing authority.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses all aspects of the gold answer, including the relationship between vagueness and existing tax doctrines.
Blinded facts (public split)
[B] sells oral nicotine pouches in Texas under the brand [Product]. Each pouch is a porous fleece sachet, somewhat like a tea bag, filled with a dry powder whose primary ingredient is microcrystalline cellulose (processed non-tobacco plant matter) infused with nicotine isolate (99% pure nicotine chemically extracted from tobacco leaves), plus water, flavorings, and preservatives; the nicotine isolate is typically about five percent of the pouch by weight. The user places the pouch between the cheek and gum, the same place as chewing tobacco, moist snuff, or snus. Before launching the product, [B] asked the state comptroller ([A]) for a general information letter on whether the pouches are taxable "tobacco products" under the Cigars and Tobacco Products Tax, Tex. Tax Code ch. 155, which imposes a weight-based tax on "tobacco products" and defines that term in section 155.001(15) as (A) a cigar; (B) smoking tobacco; (C) chewing tobacco; (D) snuff or other preparations of pulverized tobacco; or (E) "an article or product that is made of tobacco or a tobacco substitute and that is not a cigarette or an e-cigarette." [A] concluded the pouches are taxable because they contain nicotine extracted from tobacco leaves. [B] paid the tax under protest and sued for a refund and a declaratory judgment that the pouches are not taxable tobacco products; it also raised constitutional challenges to the tax (void-for-vagueness, equal-and-uniform taxation under Tex. Const. art. VIII, § 1(a), and others). On cross-motions for summary judgment, the trial court held the pouches are not tobacco products, and after a bench trial granted a refund and declared the phrase "made of tobacco or a tobacco substitute" unconstitutional facially and as applied. The court of appeals affirmed in part, holding the pouches are neither "made of tobacco" (because no part of the tobacco plant remains in nicotine isolate) nor "made of a tobacco substitute" (because nicotine isolate alone cannot take the place or function of tobacco leaves); it declined to reach the constitutional challenges, labeling them "moot." [A] petitioned the Supreme Court of Texas for review, which was granted. In the Supreme Court, [A] argues that nicotine consumed recreationally is a tobacco substitute; [B] argues nicotine alone cannot replace tobacco under the plain meaning of the words and that "tobacco substitute" has a narrow industry meaning limited to reconstituted tobacco sheets or plant material that replaces tobacco leaf in certain products. Assume the Supreme Court of Texas has concluded that the statute unambiguously applies to the pouches. [B] nonetheless argues in the Supreme Court that the tax, as [A] interprets and applies it, is unconstitutionally vague, citing federal criminal-sentencing and immigration vagueness cases and Texas tax cases. [B] separately presses an equal-and-uniform challenge based on [A] taxing the pouches but not nicotine replacement therapies.
Must the Supreme Court of Texas conduct a separate void-for-vagueness analysis of the tax statute? Identify the two due-process concerns vagueness doctrine addresses, explain how the court treats each in the tax context, and state the court's disposition of the vagueness argument.
Gold (what the court did)
outcome: other · standard: A vague statute can offend due process by failing to give fair notice, forcing ordinary people to guess at its meaning, or by being so unclear that it invites arbitrary or discriminatory enforcement. … · authorities: 696 S.W.3d 646; 397 S.W.3d 173; 387 S.W.3d 610
Model answer
MEMORANDUM TO FILE
RE: Void-for-Vagueness Challenge to Texas Tobacco Products Tax
**I. DISPOSITIVE ISSUE**
Whether the Supreme Court of Texas must conduct a separate void-for-vagueness analysis when it has already concluded that the tax statute unambiguously applies to the product at issue.
**II. CONTROLLING LEGAL STANDARD**
Under Texas law, void-for-vagueness doctrine addresses two due process concerns: (1) fair notice to regulated parties of what conduct is prohibited or taxed, and (2) prevention of arbitrary and discriminatory enforcement by officials. *Earles v. State Bd. of Certified Pub. Accountants*, 139 S.W.3d 794, 799 (Tex. 2004).
However, **when a court has determined that a statute unambiguously applies to the conduct or product at issue, there is no separate vagueness analysis to conduct**. The Texas Supreme Court has held that "a statute that is unambiguous as applied to a particular case cannot be unconstitutionally vague as applied in that case." *Earles*, 139 S.W.3d at 799-800; *see also In re B.L.D.*, 113 S.W.3d 340, 349 (Tex. 2003) ("If a statute is not vague as applied to the particular facts, we need not address whether it is vague in other applications.").
The fair-notice prong is satisfied when the statute's language clearly encompasses the regulated conduct or product. *City of Dallas v. Morales*, 304 S.W.3d 369, 378 (Tex. 2010). The arbitrary-enforcement prong is likewise satisfied when the statute provides clear standards limiting official discretion. *Earles*, 139 S.W.3d at 799.
In the tax context specifically, Texas courts apply vagueness doctrine with particular deference because tax statutes need not achieve the same level of precision as criminal statutes. *Bullock v. Statistical Tabulating Corp.*, 549 S.W.2d 166, 168 (Tex. 1977) (noting that "absolute precision" is not required in tax statutes).
**III. APPLICATION**
Here, the Supreme Court has already concluded that the statute **unambiguously** applies to [B]'s nicotine pouches. This threshold determination is fatal to [B]'s vagueness challenge for both prongs:
*Fair Notice*: If the statute unambiguously covers the pouches, [B] had fair notice that its product would be taxed. The company cannot credibly claim surprise or lack of notice when the Court has found the statutory language clearly encompasses its product. Indeed, [B] sought advance guidance from the Comptroller before launching, demonstrating it understood the statute might apply—the opposite of inadequate notice.
*Arbitrary Enforcement*: When statutory language unambiguously applies, officials have no discretion to enforce arbitrarily. The Comptroller applied clear statutory terms to reach a conclusion the Supreme Court has now validated as unambiguous. There is no standardless discretion when the standard is clear.
[B]'s reliance on federal criminal and immigration vagueness cases is misplaced. Those cases involve criminal penalties and deportation—contexts demanding heightened clarity. *See Village of Hoffman Estates v. Flipside, Hoffman Estates, Inc.*, 455 U.S. 489, 498-99 (1982) (applying less demanding vagueness test to civil regulations). Texas tax statutes receive even greater deference.
The equal-and-uniform challenge is a separate constitutional claim not governed by vagueness principles and would be analyzed under Article VIII, § 1 standards for tax classification.
**IV. PROCEDURAL POSTURE**
This case is before the Supreme Court of Texas on petition for review following a court of appeals judgment affirming the trial court's grant of summary judgment and declaratory relief to [B]. The Supreme Court granted review and is now considering whether to reverse the lower courts' holdings.
**V. PREDICTED DISPOSITION**
**The Supreme Court will hold that no separate vagueness analysis is required and will reject [B]'s vagueness challenge.**
The Court will likely state: "Having concluded that the statute unambiguously applies to [B]'s nicotine pouches, we hold that the statute is not unconstitutionally vague as applied to this product. A statute that clearly encompasses the regulated product provides fair notice and prevents arbitrary enforcement. [B]'s vagueness challenge therefore fails." *See Earles*, 139 S.W.3d at 799-800.
The Court will **reverse** the lower courts' holdings that the pouches are not taxable tobacco products and will likely **reverse and remand** with instructions to enter judgment for [A]. The constitutional challenges, including vagueness, will be rejected. The equal-and-uniform challenge may receive separate analysis but is beyond the scope of this vagueness question.35979ms · graded 2026-08-25 18:16
25%hll-240052-4otherdifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
found111 S.W.3d 22
found325 S.W.3d 628
found549 S.W.2d 166
not found45 S.W.3d 431
found401 S.W.3d 623
found282 S.W.3d 433
in opinion387 S.W.3d 610
found145 S.W.3d 170
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 0
Standard misses 'made of' shifts focus to ingredients and purpose must appear in text. Application misses reconstituted sheets are tobacco, not a substitute, and cigarette-filler usage was a product of the plain meaning, not a limit.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer identifies three constructions but frames them differently (recreational vs. industry vs. unspecified); misses that court adopts plain meaning. Standard cites correct authorities but omits § 311.011(b) inapplicability analysis. Application argues for [B]'s industry definition rather than plain meaning; misses cellulose+nicotine analysis and snus functional replacement. Procedure missing entirely (petition for review, reverse and render, remand). Answer incomplete (cuts off mid-sentence).
#3: issue 2 · standard 1 · application 2 · procedure 1
Identifies three constructions but lacks clarity on the court's adoption; standard partially right; application matches well; procedure lacks specifics on judgment.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34240ms · graded 2026-08-25 18:17
25%hll-240102-1constitutionaldifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority25%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion74 S.W.3d 377
not found308 S.W.3d 593
found289 S.W.3d 844
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 1
Standard misses that 52-a only settles the public-purpose element. Application misses that the deal was conventional revenue-backed financing. Procedure misses that remand was requested.
#2: issue 2 · standard 1 · application 2 · procedure 1
Issue: identifies both threshold and application questions correctly. Standard: cites wrong Borgelt cite (308 S.W.3d 593 vs. 692 S.W.3d 288); states three-part test but misframes it (omits 'predominant public purpose' element; adds 'reasonable expectation' as separate prong rather than part of control inquiry); fails to clarify that § 52-a only settles public-purpose element. Application: strong analysis matching gold on economic development purpose, controls, and closure timing. Procedure: incomplete (answer cuts off mid-sentence); identifies summary judgment and petition for review but lacks
#3: issue 2 · standard 1 · application 2 · procedure 2
Identifies both issues but misstates the standard; applies Gift Clause correctly but lacks clarity on controls.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35395ms · graded 2026-08-25 18:17
33%hll-240102-2constitutionaldifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority17%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
found325 S.W.3d 628
found925 S.W.2d 618
found917 S.W.2d 717
found648 S.W.2d 661
in opinion74 S.W.3d 377
found773 S.W.2d 184
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 0
Standard is missing the holding that only the public-purpose element is settled by § 52-a. Application is missing the historical context. Procedure is missing.
#2: issue 1 · standard 1 · application 0 · procedure 0
Issue framing adequate but misses the binary's nuance. Standard cites real cases but conflates textualism with originalism; omits Barrington rule and contemporaneous-exposition method. Application predicts partial displacement (wrong); ignores oil-bust history, legislative record, voter materials showing clarification-not-exemption. Procedure missing: de novo review, alternative argument, reversal despite threshold loss.
#3: issue 2 · standard 1 · application 1 · procedure 2
Standard lacks full historical context; application is vague on controls; otherwise solid.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34573ms · graded 2026-08-25 18:18
55%hll-240102-3constitutionaldifficulty 4public splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority25%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion74 S.W.3d 377
found773 S.W.2d 815
found282 S.W.3d 885
found128 S.W.3d 211
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 1
Issue: misses 'economic development' vs 'single store'. Standard: misses 'protect public's investment'. Application: misses 2 of 3 features. Procedure: misses 'likely' and 'remand'
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer frames issue as whether controls ensure public purpose generally (good), but doesn't clearly identify that the proper frame is economic development broadly, not the single store. Standard cites TML and Borgelt correctly but adds extraneous three-part test language and a Sears cite not in gold. Application names only 3 of 3 required features (segregated fund, debt cap, conditional trigger) but misses the critical 'pegged to percentage of sales-tax revenue' mechanism—instead emphasizing lease structure and 11-year performance, which gold doesn't. Procedure is wrong: answer argues summary
#3: issue 1 · standard 2 · application 1 · procedure 2
Identifies controls issue but lacks focus on economic development; cites correct standard; partially addresses controls; correctly notes summary judgment standard.
Blinded facts (public split)
A municipality ([B]) and a county ([C]) in Texas sought to spur development of a large new shopping center ([Shopping Center]) by attracting a flagship outdoor-retail store ([E]) and a big-box hardware store ([G]) as anchors. [B] and [C] entered agreements with a nonprofit corporation ([D]) that owned the project site, under which each government granted [D] a specified percentage of the sales tax generated by the two anchor stores and a smaller percentage of sales tax generated by other businesses in the center. [D] agreed to use the dedicated funds solely to repay a $10 million construction loan (secured by the pledged tax payments) taken out to build the [E] facility; the governments were required to deposit the pledged proceeds into a segregated "Grant Fund" from which money could be withdrawn only to service the construction debt. A further agreement among [B], [C], [D], and [E] recited that it was "in the public interest to promote the economic development of the [E] Facility" and provided that payments would begin only "following the completion and opening of" the store. [D] leased the site to [E] at a base rent equal to the quarterly loan payment minus the sales-tax grants, with a $1 purchase option once the loan was paid off. The store opened and operated continuously for eleven years; the governments together paid about $150,000 per quarter to [D], which serviced the loan. An uncontroverted affidavit states that the anchor store contributed to the success of the center for more than a decade and that the center may not have materialized without it. After eleven years, [E] closed the store, apparently after discovering structural defects in the building. The shopping center continued to operate and generate substantial tax revenue, and the former anchor space is now occupied by another large retailer ([F]). The governments then took the position that the store's closure ended the public purposes justifying the grants and sued [D] and [E] for declarations that (1) the closure extinguished the public purposes authorizing the grants, (2) the agreements lacked sufficient controls to ensure those purposes were met, (3) the agreements were unconstitutional for permitting public funds to be spent without adequate safeguards, (4) continued payments after the closure would be unconstitutional, and (5) the agreements were unconstitutional to the extent they required such payments. The project's lender ([A]) intervened, and [D] later assigned its rights in the lawsuit to [A]. [E] filed for Chapter 11 bankruptcy. The trial court granted the governments' motion for partial summary judgment and rendered final judgment declaring that the closure "extinguished the public purposes" that authorized the grants, that the agreements "failed to place sufficient controls on the transaction," and that the agreements were "unconstitutional, void[,] and illegal." A divided intermediate court of appeals affirmed, holding that Texas Constitution article III, section 52-a (the 1987 economic-development amendment) does not displace the Gift Clauses and then applying the three-part framework from Texas Municipal League Intergovernmental Risk Pool v. Texas Workers' Compensation Commission and Borgelt v. Austin Firefighters Ass'n; the dissenting justice would have held the summary-judgment evidence insufficient to establish that the agreements failed the constitutional test. [A] petitioned the Supreme Court of Texas for review, arguing (1) that the Gift Clause framework does not apply at all to economic-development grants authorized by section 52-a, which begins "Notwithstanding any other provision of this constitution," or (2) alternatively that the lower courts misapplied that framework. The petition was granted and the case argued.
The lower courts held the agreements unconstitutional in part because they lacked sufficient controls to ensure the public purpose would be accomplished, reasoning that nothing in the contracts ensured the anchor store would keep operating. Assume the Supreme Court of Texas holds that Gift Clause scrutiny (including the control requirement) still applies to section 52-a economic-development grants. State the controlling formulation of the control requirement, identify the specific features of this arrangement that the Court would treat as relevant controls, and predict whether summary judgment on the adequate-controls ground survives.
Gold (what the court did)
outcome: reversed_and_remanded · standard: The government must retain public control over the funds to ensure that the public purpose (of economic development) is accomplished and to protect the public's investment (TML, 74 S.W.3d at 384); res… · authorities: 74 S.W.3d 377; 692 S.W.3d 288; 711 S.W.3d 641; 182 S.W.2d 908
Model answer
MEMORANDUM TO: File FROM: Appellate Counsel RE: Adequacy of Controls Under Gift Clause Analysis DATE: [Current Date] **I. DISPOSITIVE ISSUE** Assuming Gift Clause scrutiny applies to Article III, Section 52-a economic-development grants, whether the agreements contained sufficient controls to ensure accomplishment of the public purpose such that summary judgment declaring them unconstitutional for lack of adequate controls should be reversed. **II. CONTROLLING LEGAL STANDARD** The Gift Clause analysis derives from Article III, Section 52 of the Texas Constitution, which prohibits gratuitous grants of public funds. The three-part test requires: (1) the government receive consideration with a value roughly equal to the public funds expended; (2) the expenditure accomplish a public purpose; and (3) the government retain sufficient control to ensure the public purpose is accomplished. *Tex. Mun. League Intergovernmental Risk Pool v. Tex. Workers' Comp. Comm'n*, 74 S.W.3d 377, 384 (Tex. 2002); *Borgelt v. Austin Firefighters Ass'n*, 773 S.W.2d 815, 817-18 (Tex. App.—Austin 1989, writ denied). The control requirement does not demand that the government guarantee success or retain operational control. Rather, the government must have "sufficient control to ensure that the public purpose is carried out." *Texas Mun. League*, 74 S.W.3d at 386. Controls may include contractual provisions specifying how funds must be used, restrictions on expenditures, reporting requirements, audit rights, and mechanisms to recapture funds if the public purpose fails. The controls must be evaluated as of the time the agreement was executed, not with hindsight. *See Sears v. Austin*, 282 S.W.3d 885, 893 (Tex. App.—Austin 2009, no pet.) (evaluating adequacy of controls at inception). Summary judgment is appropriate only when there is no genuine issue of material fact and the movant is entitled to judgment as a matter of law. *Tex. R. Civ. P.* 166a(c). The court must view evidence in the light most favorable to the non-movant and resolve all doubts against the summary judgment. *Provident Life & Accident Ins. Co. v. Knott*, 128 S.W.3d 211, 215 (Tex. 2003). **III. APPLICATION TO THESE FACTS** The following features constitute relevant controls: **A. Structural Controls Present:** 1. **Dedicated Revenue Stream**: The agreements required sales tax proceeds to be deposited into a segregated "Grant Fund" from which withdrawals were permitted solely to service the construction debt. This is a classic control mechanism ensuring funds serve only the specified public purpose. 2. **Debt Service Limitation**: Payments were capped at amounts necessary to repay the $10 million construction loan. The governments' obligation was finite and tied directly to the capital improvement that created the anchor facility. 3. **Conditional Payment Trigger**: Payments commenced only "following the completion and opening of" the store, ensuring the public received the bargained-for consideration (an operating anchor store) before any funds were disbursed. 4. **Security Interest**: The construction lender held a security interest in the pledged tax payments, creating a third-party enforcement mechanism and ensuring funds would be used for debt service rather than diverted. 5. **Lease Structure with Purchase Option**: [D]'s lease to [E] at base rent equal to the loan payment minus grants, with a $1 purchase option upon loan satisfaction, created economic incentives for continued operation and ensured the facility would ultimately be owned by the operator with minimal additional cost—incentivizing long-term commitment. 6. **Performance Period**: The store operated continuously for eleven years, demonstrating that the controls functioned effectively for the substantial majority of the loan term. Uncontroverted evidence establishes the anchor contributed to the center's success for over a decade. **B. Analysis of Adequacy:** The lower courts appear to have required a guarantee of perpetual operation—a standard no Texas authority imposes. The Gift Clause does not require governments to eliminate all risk or ensure permanent success. *See Texas Mun. League*, 74 S.W.3d at 386 (controls must be "sufficient," not absolute). The critical question is whether controls existed *at inception* to ensure the public purpose would be accomplished. Here, multiple contractual mechanisms ensured: (1) funds would be used only for debt service on the public improvement; (2) payments would not commence until the store opened; (3) the amount was capped and finite; and (4) the structure incentivized operation through the lease terms. That [E] eventually closed due to structural defects after eleven years of successful operation does not retroactively render the initial controls inadequate. The uncontroverted affidavit evidence that the anchor store contributed to the center's success for over a decade and that the center might not have materialized without it demonstrates the public purpose was substantially accomplished. Moreover, genuine fact issues exist regarding: (1) whether eleven years of operation satisfied the public purpose even if the store later closed; (2) whether the closure was due to building defects (potentially [D]'s responsibility) rather than voluntary abandonment; (3) whether continued operation of the shopping center and substantial ongoing tax revenue demonstrate continued public benefit; and (4) whether replacement of the anchor space with another large retailer ([F]) means the public purpose continues to be served. **C. Summary Judgment Standard:** Viewing the evidence in the light most favorable to [A], reasonable fact-finders could conclude: (1) the agreements contained multiple, meaningful controls; (2) those controls functioned as intended for eleven years; (3) the public purpose was substantially or fully accomplished; and (4) the closure resulted from building defects rather than inadequate contractual controls. These fact issues preclude summary judgment. **IV. PROCEDURAL POSTURE** This case comes to the Supreme Court of Texas on petition for review following affirmance by the court of appeals of a trial court's final summary judgment. The appropriate vehicle is a petition for review under *Tex. R. App. P.* 53. The Court granted review and heard oral argument. The Court should reverse the summary judgment and remand for trial, or alternatively render judgment for [A] if the Court concludes no reasonable fact-finder could find the controls inadequate as a matter of law. **V. PREDICTED DISPOSITION** **REVERSE AND
36830ms · graded 2026-08-25 18:19
25%hll-240102-4constitutionaldifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority33%×2
Application100%×2
Outcome100%×2
Procedure100%×1
Citation checks
in opinion74 S.W.3d 377
not found431 S.W.3d 441
not found99 S.W.3d 695
found690 S.W.2d 546
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 2
Standard is missing the contractual purpose vs. constitutional purpose distinction. Otherwise, very good.
#2: issue 2 · standard 1 · application 2 · procedure 1
Strong issue framing and application with cronyism logic. Standard partially vague on 'contractual purpose not coterminous' distinction; cites Borgelt but doesn't clearly articulate the contract-vs-constitution boundary. Procedure lacks explicit discussion of distinguishing contractual from constitutional questions or the specific remand rationale.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses all aspects of the gold answer, including the distinction between contractual and constitutional purposes.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35160ms · graded 2026-08-25 18:19
57%hll-240102-5constitutionaldifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority33%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion74 S.W.3d 377
found773 S.W.2d 815
found767 S.W.2d 686
found83 S.W.3d 789
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 1
Issue: misses the anchor store closure. Standard: misses the "not so broadly" admonition. Application: misses the $150k/quarter figure. Procedure: misses that A requested remand.
#2: issue 1 · standard 1 · application 1 · procedure 1
Answer identifies rendition-vs-remand but misses the core Gift Clause issue (gratuity vs. privilege). Standard cites TML and Borgelt but misquotes Borgelt cite (773 S.W.2d 815 vs. gold's 692 S.W.3d 288—hallucination risk). Application develops facts but lacks gold's emphasis on closure NOT erasing consideration + successor retailer. Procedure correctly identifies remand but reasoning diverges: answer emphasizes underdeveloped record on loan balance; gold emphasizes petitioner's remand request + unclear later development/defects.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thorough analysis of issues, standards, application, and procedure; accurately reflects gold answer.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
37621ms · graded 2026-08-25 18:20
23%hll-240339-1civil-litigationdifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority14%×2
Application0%×2
Outcome0%×2
Procedure50%×1
Citation checks
in opinion212 S.W.3d 299
found461 U.S. 424
found469 S.W.3d 160
found971 S.W.2d 439
found84 S.W.3d 198
found863 S.W.2d 56
in opinion532 U.S. 598
not found596 U.S. 390
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 0 · procedure 1
The answer correctly identifies the issue and standard but misapplies them, failing to recognize the nuance in the gold answer's application. It also misses the specific procedural vehicle.
#2: issue 1 · standard 1 · application 0 · procedure 1
Answer argues for reversal under Lackey/Buckhannon/Feinberg framework, but gold holds affirmance with narrow exception. Misses that court distinguished temporary injunction as granting complete statutory relief, not merely provisional. No record presumption argument absent. Cites Feinberg but misapplies it.
#3: issue 2 · standard 2 · application 1 · procedure 2
Thorough analysis of prevailing party status; application lacks distinction of case specifics and fails to address mootness implications clearly.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35335ms · graded 2026-08-25 18:20
25%hll-240339-2civil-litigationdifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
found84 S.W.3d 212
found917 S.W.2d 717
not found83 S.W.3d 485
found852 S.W.2d 440
found133 S.W.3d 217
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 1
Standard misses the 'exclusive jurisdiction' and 'plain meaning in context' points. Application misses the Commissioner's inability to grant injunctive relief and the short deadlines. Procedure is vague on the specific subsection.
#2: issue 2 · standard 1 · application 1 · procedure 1
Strong issue statement. Standard cites wrong cases (Subaru, Edgewood, El Paso, Miranda, TAB v. TACB) instead of Clint ISD v. Marquez framework; misses Houston Federation of Teachers on Commissioner's injunctive limits. Application uses 'suit' vs. 'appeal' contrast but lacks statutory timeline analysis (20/50 vs. 240 days). Procedure correct on § 51.014(a)(8) but hedges subsection. Missing explicit discussion of delay-alone caveat.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses the issue, legal standards, application to facts, and procedural posture with relevant citations.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
34995ms · graded 2026-08-25 18:21
82%hll-240339-3civil-litigationdifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard100%×2
Authority33%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion212 S.W.3d 299
found443 S.W.3d 101
found247 S.W.3d 662
found84 S.W.3d 198
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 2 · application 2 · procedure 1
The answer's procedure is a bit off, saying "reverse in part and remand" instead of "affirm the court of appeals' judgment and remand to the trial court for a determination of reasonable and recoverable attorney's fees, segregated to the claim covered by the temporary injunction."
#2: issue 2 · standard 2 · application 1 · procedure 1
Answer correctly identifies segregation and record-presumption issues but mischaracterizes the disposition. Gold says AFFIRM court of appeals + remand; answer says REVERSE IN PART AND REMAND, suggesting reversal of fee award itself rather than affirmance with remand for proper segregation calculation.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses all aspects of the gold answer, including fee segregation and presumption of evidence sufficiency.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
29559ms · graded 2026-08-25 18:21
25%hll-240339-4civil-litigationdifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application50%×2
Outcome100%×2
Procedure50%×1
Citation checks
found869 S.W.2d 941
found84 S.W.3d 198
found146 S.W.3d 648
found754 S.W.2d 149
found972 S.W.2d 19
not found490 S.W.3d 518
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 0 · application 1 · procedure 1
The answer mischaracterizes the injunction as permanent and misidentifies the appeal type. It also misses key elements of the standard for temporary injunctions and mootness.
#2: issue 0 · standard 1 · application 0 · procedure 1
Answer mischaracterizes order as permanent injunction (gold: temporary); invents authorities (Morales, Newton, Bocquet); misses narrow conditional holding; conflates prevailing-party status with mootness exception; procedure partially correct but lacks § 51.014(a)(8) and (a)(4) specificity.
#3: issue 1 · standard 1 · application 1 · procedure 2
Identifies some issues but mischaracterizes injunction; partially explains mootness and fee claim; cites relevant procedure but lacks clarity on standards.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
37596ms · graded 2026-08-25 18:22
60%hll-240385-1constitutionaldifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion369 S.W.3d 137
in opinion852 S.W.2d 440
found863 S.W.2d 56
found754 S.W.2d 149
found455 U.S. 283
found925 S.W.2d 659
found113 S.W.3d 340
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 2 · procedure 1
The answer correctly identifies mootness as the issue but frames it as standing. The standard is mostly correct but includes extraneous details. The application is strong. The procedure is mostly correct but misses some details.
#2: issue 1 · standard 1 · application 2 · procedure 1
Issue framed as standing rather than mootness threshold; standard cites standing cases instead of mootness-as-constitutional-limit framework; application sound but lacks 'absolutely clear' language; procedure omits TRAP 56.2/59.1 and oral-argument waiver; cites real cases but misses Grassroots Leadership.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses mootness, standing, and jurisdiction; accurately applies legal standards and procedural rules.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
47292ms · graded 2026-08-25 18:23
40%hll-240385-2civil-litigationdifficulty 4public splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority0%×2
Application0%×2
Outcome100%×2
Procedure50%×1
Citation checks
found754 S.W.2d 149
found22 S.W.3d 849
found345 U.S. 629
found455 U.S. 283
in opinion369 S.W.3d 137
found528 U.S. 167
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 0 · procedure 1
The issue is partially correct, but it misses the nuance of the plaintiffs' argument. The standard is vague and misses key phrases. The application is completely wrong.
#2: issue 1 · standard 1 · application 0 · procedure 1
Answer argues against mootness (opposite of gold); cites real cases but misapplies standard; ignores Grassroots Leadership; predicts plaintiffs win when gold holds agency wins; procedure partially correct but outcome inverted.
#3: issue 1 · standard 1 · application 1 · procedure 2
Issue framed vaguely; standard misapplied; application lacks clarity on agency's burden; procedure correctly identifies jurisdictional dismissal.
Blinded facts (public split)
Several families of minors diagnosed with gender dysphoria obtained temporary injunctions in a Texas district court prohibiting the state's child-protective-services agency ([Agency]) and its commissioner from investigating reports that a minor received puberty blockers or hormone therapy for gender transitioning, after the [Governor] directed [Agency] to investigate such treatment as abuse and [Agency] announced it would do so. The plaintiffs' underlying claims are that [Agency]'s announcement was an ultra vires, unconstitutional rule adopted without the notice and comment required by the Administrative Procedure Act. Defendants took interlocutory appeals; the court of appeals affirmed the injunctions (except as to the [Governor] in part), and defendants petitioned the Supreme Court of Texas for review. While the appeals were pending, [Agency] closed its investigations of three of the four families with a finding that no further action will be taken. [Agency]'s Associate Commissioner for Statewide Intake testified that when an investigation is closed, [Agency] will not investigate new reports involving the same allegation that has already been investigated, and that subsequent reports regarding the same allegation will be closed without investigation. Plaintiffs do not dispute these facts. They respond that a defendant's voluntary cessation of challenged conduct is a disfavored basis for mootness, that [Agency] could simply choose to reopen investigations once the injunctions are gone, and that [Agency]'s promise regarding 'the same allegation' cannot be taken at face value because [Agency] might treat a fresh report of ongoing treatment, or a report from a new source, as a different allegation warranting a new investigation.
Evaluate the plaintiffs' voluntary-cessation argument. State the standard the Supreme Court of Texas applies to a defendant's voluntary cessation of challenged conduct in the mootness analysis, explain whether the agency's closure of the investigations and its testimony satisfy that standard despite the plaintiffs' concerns about reopening or re-characterized allegations, and state the resulting disposition of the injunctive claims.
Gold (what the court did)
outcome: vacated · standard: Voluntary cessation can lead to mootness when subsequent events make absolutely clear that the challenged conduct could not reasonably be expected to recur. The court's approach to mootness insists on… · authorities: 717 S.W.3d 854; 484 S.W.3d 416; 412 U.S. 669
Model answer
MEMORANDUM TO: File FROM: Appellate Counsel RE: Voluntary Cessation and Mootness Analysis DATE: [Current Date] **I. DISPOSITIVE ISSUE** Whether [Agency]'s closure of investigations into three of the four plaintiff families, coupled with testimony that closed investigations will not be reopened for the same allegation, satisfies Texas's voluntary cessation standard such that those families' claims for injunctive relief are moot. **II. CONTROLLING LEGAL STANDARD** Under Texas law, a case becomes moot when "the parties lack a legally cognizable interest in the outcome" or when "the court's declaration will have no practical effect on the existing controversy." *Camarena v. Tex. Emp't Comm'n*, 754 S.W.2d 149, 151 (Tex. 1988). The voluntary cessation doctrine provides that "a defendant's voluntary cessation of a challenged practice does not deprive a tribunal of power to hear and determine the case, i.e., does not make the case moot." *Waco Indep. Sch. Dist. v. Gibson*, 22 S.W.3d 849, 851 (Tex. 2000) (citing *United States v. W.T. Grant Co.*, 345 U.S. 629, 632 (1953)). However, voluntary cessation can moot a case if the defendant demonstrates that "there is no reasonable expectation that the alleged violation will recur" and that "interim relief or events have completely and irrevocably eradicated the effects of the alleged violation." *Id.* at 851-52. The party asserting mootness bears the burden of demonstrating that the challenged conduct cannot reasonably be expected to recur. *City of Mesquite v. Aladdin's Castle, Inc.*, 455 U.S. 283, 289 (1982) (frequently cited by Texas courts); see also *Heckman v. Williamson Cty.*, 369 S.W.3d 137, 150 (Tex. 2012). The standard is demanding: "The 'heavy burden of persua[ding]' the court that the challenged conduct cannot reasonably be expected to start up again lies with the party asserting mootness." *Friends of the Earth, Inc. v. Laidlaw Envtl. Servs. (TOC), Inc.*, 528 U.S. 167, 189 (2000) (cited approvingly in Texas jurisprudence). **III. APPLICATION TO THESE FACTS** [Agency] likely cannot satisfy its heavy burden under the voluntary cessation standard for several reasons: **A. Unilateral Agency Action Without Legal Constraint** [Agency]'s closure of investigations and the Associate Commissioner's testimony represent purely voluntary, unilateral actions. There is no indication that [Agency] has: - Adopted formal rules or policies binding itself not to reopen investigations; - Entered into a consent decree or settlement agreement; - Been stripped of statutory authority to investigate; or - Faced any legal impediment to resuming the challenged conduct. Texas courts are skeptical of mootness claims based on unilateral agency representations. The agency retains full discretion to change course. **B. Plaintiffs' Specific Concerns Are Well-Founded** The plaintiffs raise legitimate concerns that undermine any assurance that investigations "cannot reasonably be expected to recur": 1. **Reopening Discretion**: Nothing prevents [Agency] from simply reopening closed investigations once injunctive relief is dissolved. The Associate Commissioner's testimony does not constitute a binding legal commitment. 2. **"Same Allegation" Ambiguity**: [Agency]'s promise applies only to "the same allegation that has already been investigated." This creates significant loopholes: - Ongoing medical treatment could be characterized as a "new" allegation rather than the same one; - Reports from different sources might be treated as distinct allegations; - Reports at different time periods could be deemed separate; - [Agency] retains interpretive discretion to define what constitutes "the same allegation." 3. **Policy Remains in Effect**: The underlying [Governor]'s directive and [Agency]'s announced policy treating gender-affirming care as potential abuse apparently remain in effect. The agency has merely closed specific investigations, not abandoned the policy that generated them. **C. Fourth Family** Notably, one of the four families apparently still has an open investigation, demonstrating that the challenged conduct has not ceased entirely. **D. Precedential Concerns** Texas courts recognize that defendants might cease challenged conduct during litigation only to resume it once judicial oversight ends. *Gibson*, 22 S.W.3d at 851. This concern is particularly acute where, as here: - The underlying policy directive remains operative; - The agency faces political pressure to investigate; - Other families not party to this litigation remain subject to investigation; and - The agency's "assurance" is narrow and subject to interpretation. **IV. CORRECT PROCEDURAL VEHICLE/POSTURE** The Supreme Court of Texas is reviewing the court of appeals' decision affirming temporary injunctions on interlocutory appeal. The mootness issue affects whether the plaintiffs retain standing to pursue their claims for injunctive relief. If claims are moot, the proper remedy is to vacate the injunctions and dismiss those claims. However, mootness must be determined on a plaintiff-by-plaintiff basis. The three families whose investigations were closed present the mootness question; the fourth family with an ongoing investigation clearly retains a live controversy. **V. PREDICTED DISPOSITION** **As to the three families whose investigations were closed**: The Supreme Court of Texas will likely hold that [Agency] has not satisfied its heavy burden under the voluntary cessation doctrine. The closure of investigations, standing alone with only testimonial assurances subject to agency interpretation and discretion, does not demonstrate that there is "no reasonable expectation" of recurrence. The claims remain justiciable. **Alternative holding**: Even if individual families' claims were moot, the Court might find that the case presents issues "capable of repetition, yet evading review" given the nature of temporary injunctions and the speed with which [Agency] could act. See *Heckman*, 369 S.W.3d at 150 (recognizing exception to mootness doctrine). **Overall disposition**: **AFFIRM** the court of appeals' decision upholding the temporary injunctions. The voluntary cessation doctrine does not render the claims moot,
39469ms · graded 2026-08-25 18:23
72%hll-240385-3constitutionaldifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority33%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion852 S.W.2d 440
in opinion369 S.W.3d 137
found252 S.W.3d 299
found84 S.W.3d 198
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 1
Standard misses plaintiff-by-plaintiff, claim-by-claim. Procedure misses dismissal of appeal.
#2: issue 2 · standard 1 · application 1 · procedure 1
Issue correctly identified. Standard cites Heckman and Texas Ass'n of Bus but fabricates Noonan citation (not in opinion); caps authority at 25%. Application addresses both theories but lacks Zurawski analogy and doesn't explain why compliance theory fails on traceability grounds. Procedure correct but vague on Tex. R. App. P. 56.2, 59.1.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thorough analysis of standing, legal standards, and application to facts; correctly identifies jurisdictional issues.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
32506ms · graded 2026-08-25 18:24
85%hll-240385-4civil-litigationdifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard100%×2
Authority50%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
in opinion852 S.W.2d 440
in opinion432 U.S. 333
found555 U.S. 488
found754 S.W.2d 149
in opinion369 S.W.3d 137
found252 S.W.3d 299
found455 U.S. 283
found513 U.S. 18
found230 S.W.3d 755
found907 S.W.2d 465
found133 S.W.3d 217
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 2 · application 2 · procedure 1
The answer correctly identifies the issues and standards. The application is spot on. The procedure is mostly correct, but misses the specific rule citations for the Supreme Court's actions.
#2: issue 2 · standard 1 · application 2 · procedure 1
Issue: Correctly identifies derivative standing and partial mootness but vague on whether declaratory claims remain justiciable. Standard: Cites TAB and Hunt correctly; Summers is federal authority (not Munsell); misses Grassroots Leadership rule on continuing adjudication of justiciable parts. Application: Solid on injunctive mootness; appropriately limits holding; but speculates on declaratory viability rather than deferring to trial court. Procedure: Correctly identifies vacatur/dismissal but lacks clarity on trial court's continuing jurisdiction over non-moot claims.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thorough analysis of associational standing and mootness; correctly identifies scope of injunctive vs. declaratory claims.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
33626ms · graded 2026-08-25 18:25
65%hll-240385-5civil-litigationdifficulty 5private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application100%×2
Outcome100%×2
Procedure50%×1
Citation checks
found754 S.W.2d 149
found1 S.W.3d 83
in opinion852 S.W.2d 440
found84 S.W.3d 198
found304 S.W.3d 380
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 2 · procedure 1
Issue: misses "credible, nonspeculative threat." Standard: misses constitutional limit, advisory opinion. Procedure: misses no oral argument, TRAP 56.2, 59.1.
#2: issue 2 · standard 1 · application 2 · procedure 1
Issue framing excellent. Standard cites real cases but omits constitutional mootness foundation and credible/nonspeculative threat language from gold. Application identifies both grounds (injunction artifact + no authority) correctly. Procedure lacks TRAP 56.2/59.1 cite and oral argument detail; remand language differs from gold's 'no opinion on declaratory claims.'
#3: issue 2 · standard 1 · application 2 · procedure 2
Identifies mootness issue and independent grounds; cites relevant cases but lacks full clarity on constitutional limits.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
42294ms · graded 2026-08-25 18:25
25%hll-240782-1constitutionaldifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority25%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
in opinion852 S.W.2d 440
in opinion34 S.W.3d 547
found307 S.W.3d 505
found111 S.W.3d 22
found803 S.W.2d 711
not found467 S.W.2d 333
in opinion133 S.W.3d 217
found284 S.W.3d 366
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 0
Issue: misses the 'taxpayer standing' doctrine point. Standard: misses the three-part test. Application: misses traceability/redressability for individuals, and the superintendent's admissions for the district.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer frames issue narrowly around taxpayer standing doctrine rather than constitutional standing for two distinct plaintiffs. Standard conflates Bland taxpayer doctrine with Article III test; omits Heckman/Lujan three-part framework. Application misapplies Bland disruption factor; fails to distinguish when ordinary standing suffices. Procedure missing: no mention of interlocutory appeal posture or remand to COA for political question/immunity.
#3: issue 1 · standard 1 · application 1 · procedure 1
Issues partially addressed; standing analysis lacks clarity on taxpayer standing doctrine; application of law is vague; procedure is incomplete.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35303ms · graded 2026-08-25 18:26
54%hll-240782-2constitutionaldifficulty 4public splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority43%×2
Application100%×2
Outcome0%×2
Procedure50%×1
Citation checks
in opinion133 S.W.3d 217
in opinion852 S.W.2d 440
in opinion34 S.W.3d 547
in opinion777 S.W.2d 391
in opinion176 S.W.3d 746
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 1
Standard misses the 'plea must be granted' part. Procedure misses interlocutory appeal and petition for review.
#2: issue 2 · standard 1 · application 2 · procedure 0
Issue fully framed. Standard cites Miranda correctly but omits Alamo Heights and Heckman's injunction-redressability rule; taxpayer standing discussion (Bland) is tangential. Application strong on concreteness/traceability using superintendent admissions; redressability analysis solid. Procedure section incomplete/missing—no interlocutory appeal framing, no court of appeals reference, no affirmance statement.
#3: issue 1 · standard 1 · application 2 · procedure 2
Issue lacks full clarity on all standing elements; standard is vague; application is strong; procedure is accurate.
Blinded facts (public split)
[C] is a special school district that was created in the 1960s under a since-repealed chapter of the Texas Education Code authorizing 'rehabilitation districts' to provide education, training, and special services for persons with disabilities. Counties joined the district by countywide election; one county's voters joined in the 1970s after a commissioners court order stating the vote would authorize the district to levy an ad valorem tax at a rate not exceeding five cents per $100 of assessed valuation. The enabling statute provided no procedure for leaving or disbanding a district. After Congress required public schools to educate students with disabilities, the Legislature amended the chapter to allow such districts to offer vocational training to both disabled and non-disabled students, and [C] changed its name and continues to operate under the old provisions. [C]'s board adopts a tax rate annually (below the statutory maximum). A group of individual taxpayers in the county ([A]) and a neighboring school district located within [C]'s boundaries ([B]) sued [C] and [County], alleging [C] now serves a purpose different from the one the county's voters approved, since disabled students make up a negligible share of its enrollment. They sought declarations that the tax is unlawful under the 'contract with the voters' doctrine (Tex. Const. art. I, § 16) and that levying a tax without voter approval violates Tex. Const. art. VII, § 3(e) and is ultra vires, plus a permanent injunction barring [C] from levying and [County] from collecting the tax. [C] filed a plea to the jurisdiction asserting lack of standing and governmental immunity. The trial court denied the plea and [C] took an interlocutory appeal under Tex. Civ. Prac. & Rem. Code § 51.014(a)(8). The court of appeals reversed and rendered judgment dismissing all claims for lack of standing: relying on Bland Independent School District v. Blue, it held [A] lacked taxpayer standing because their suit risked significant 'disruption of government operations' given [C]'s decades-long reliance on the tax, and it held [B] failed to allege a concrete, particularized, redressable injury. The court of appeals did not reach [C]'s alternative arguments that the claims present a nonjusticiable political question (raised for the first time on appeal) and are barred by governmental immunity. [A] and [B] jointly petitioned the Supreme Court of Texas for review, which was granted. Assume for this question that you are asked only about [B], the neighboring school district. At the hearing on the plea, [B]'s superintendent testified that disabled students make up about eleven percent of [B]'s enrollment (roughly the state average), that [B] could call an election to raise its own taxes at any time and [C] could not prevent it, and that the Legislature controls the funding of Texas public schools. [B] contends [C]'s tax harms it by increasing [B]'s burden of serving disabled students, by 'double taxing' [B]'s residents so that [B] cannot raise its own rate, and by giving [C] a competitive advantage in hiring; it argues an injunction would let it raise its rate, pay debt sooner, and offer competitive salaries. [B] also relies on prior Supreme Court of Texas decisions recognizing school districts' standing to challenge the constitutionality of the state school-finance system.
Does [B] have standing? Identify the governing test and the standard for reviewing an evidence-based plea to the jurisdiction, explain how each element applies to [B]'s alleged injuries and to its reliance on the school-finance cases, and state the disposition as to [B]'s claims.
Gold (what the court did)
outcome: affirmed · standard: When a plea to the jurisdiction challenges jurisdictional facts, the court considers the evidence to determine whether a genuine issue of material fact exists, applying a standard that mirrors traditi… · authorities: 544 S.W.3d 755; 133 S.W.3d 217; 369 S.W.3d 137; 490 S.W.3d 826; 176 S.W.3d 746; 777 S.W.2d 391; 696 S.W.3d 773
Model answer
MEMORANDUM TO: File FROM: Appellate Counsel RE: Standing of [B], Neighboring School District DATE: [Current Date] **I. DISPOSITIVE ISSUE** Whether [B], a neighboring school district, has standing to challenge [C]'s ad valorem tax levy where [B] alleges injuries from increased burden of serving disabled students, "double taxation" preventing [B] from raising its own rate, and competitive disadvantage in hiring. **II. CONTROLLING LEGAL STANDARD** **A. Standard of Review** When reviewing a trial court's ruling on a plea to the jurisdiction supported by evidence, appellate courts review the trial court's factual determinations for abuse of discretion and legal determinations de novo. *Texas Dep't of Parks & Wildlife v. Miranda*, 133 S.W.3d 217, 228 (Tex. 2004). The plaintiff bears the burden of establishing standing by a preponderance of the evidence when the plea is evidence-based. *Id.* **B. Standing Requirements** To establish standing, a plaintiff must demonstrate: (1) a concrete and particularized injury; (2) that is fairly traceable to the defendant's challenged conduct; and (3) that is likely to be redressed by the requested relief. *Texas Ass'n of Bus. v. Texas Air Control Bd.*, 852 S.W.2d 440, 446 (Tex. 1993). **C. Taxpayer Standing** Texas recognizes a narrow exception for taxpayer standing to challenge governmental expenditures or taxation. *Bland Indep. Sch. Dist. v. Blue*, 34 S.W.3d 547 (Tex. 2000). However, taxpayer standing is limited and courts must consider whether granting standing would cause significant disruption to government operations. *Id.* at 554-55. **D. Governmental Entity Standing** Political subdivisions may have standing to challenge actions that interfere with their governmental functions or statutory authority. School districts have been recognized as having standing to challenge the constitutionality of the state school-finance system because such challenges directly implicate their statutory duty to provide education and their taxing authority. *Edgewood Indep. Sch. Dist. v. Kirby*, 777 S.W.2d 391 (Tex. 1989); *Neeley v. West Orange-Cove Consol. Indep. Sch. Dist.*, 176 S.W.3d 746 (Tex. 2005). **III. APPLICATION TO FACTS** **A. Concrete and Particularized Injury** [B]'s alleged injuries fail to satisfy the concreteness and particularity requirements: 1. **Increased burden of serving disabled students**: The superintendent's testimony established that disabled students comprise approximately eleven percent of [B]'s enrollment—roughly the state average. This undermines any claim of particularized injury, as [B] faces the same burden as school districts statewide. Moreover, [B] presented no evidence that [C]'s existence causes disabled students to enroll in [B] rather than [C], or that [B] would have fewer disabled students if [C] ceased operations. 2. **"Double taxation" preventing rate increases**: The superintendent testified that [B] "could call an election to raise its own taxes at any time and [C] could not prevent it." This admission is fatal to the double-taxation theory. [B] has not shown that [C]'s tax actually prevents [B] from raising its rate—only that [B] speculates voters might be less willing to approve increases. This is too attenuated and speculative to constitute concrete injury. The injury depends on hypothetical voter behavior, not [C]'s conduct. 3. **Competitive disadvantage in hiring**: [B]'s claim that it would "offer competitive salaries" if the injunction issued is entirely speculative. [B] presented no evidence that: (a) it has lost specific employees to [C]; (b) it has failed to hire qualified candidates who chose [C] instead; (c) salary differences exist between the districts; or (d) eliminating [C]'s tax would actually result in [B] raising salaries. The superintendent's testimony that an injunction would let [B] "raise its rate" and "offer competitive salaries" describes possibilities, not concrete injuries. **B. Causation and Redressability** Even assuming [B] suffered concrete injuries, the causation and redressability elements fail: - The superintendent testified that "the Legislature controls the funding of Texas public schools," suggesting [B]'s funding challenges stem from state policy, not [C]'s tax. - [B] cannot show that enjoining [C]'s tax would redress its alleged injuries. If [C] ceased taxing, [B] would still need voter approval to raise its own rate—an uncertain outcome. - The competitive-hiring injury is not redressable because [B] has not shown it would actually raise salaries even if it could raise taxes. **C. Distinguishing the School-Finance Cases** The school-finance cases (*Edgewood*, *Neeley*) are distinguishable on multiple grounds: 1. **Direct statutory conflict**: In the school-finance cases, school districts challenged state laws that directly constrained their statutory taxing authority and ability to fulfill their educational mandate. Here, [C]'s tax does not legally prevent [B] from exercising any statutory power. 2. **Statewide systemic challenge**: The school-finance cases involved facial constitutional challenges to the entire state funding system, affecting all districts' ability to provide adequate education. [B]'s challenge is a narrow, fact-specific attack on one district's tax. 3. **Interference with governmental function**: The school-finance plaintiffs alleged the state system made it impossible to fulfill their statutory duties. [B] has not shown that [C]'s existence prevents [B] from operating its schools or fulfilling any legal obligation. 4. **Concrete injury**: The school-finance plaintiffs demonstrated actual, quantifiable funding disparities and inadequacies. [B] has presented only speculation about what it might do if [C]'s tax were enjoined. **D. Policy Considerations from** *Bland* The *Bland* court's concern about "disruption of government operations" applies with particular force here. [C] has operated for decades under legislative authorization, serving students across multiple counties. Allowing [B] to challenge [C]'s foundational taxing authority based on speculative competitive injuries would invite similar suits by any
31322ms · graded 2026-08-25 18:26
22%hll-240782-3constitutionaldifficulty 5public split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue50%×1
Standard50%×2
Authority33%×2
Application0%×2
Outcome0%×2
Procedure0%×1
Citation checks
found307 S.W.3d 505
found480 S.W.2d 367
in opinion852 S.W.2d 440
in opinion369 S.W.3d 137
not found309 S.W.2d 536
in opinion34 S.W.3d 547
Judges (3 of 3 parsed, median wins)
#1: issue 0 · standard 0 · application 0 · procedure 0
The answer completely misidentifies the issue and standard, arguing for the application of the narrow taxpayer-standing doctrine rather than the ordinary constitutional test. This leads to a misapplication of the law.
#2: issue 1 · standard 1 · application 0 · procedure 0
Answer inverts the framework: applies taxpayer-standing doctrine when gold holds ordinary test applies; misreads Bland as supporting disruption analysis; fails to recognize pocketbook injury satisfies three-part test; conflates standing with merits throughout.
#3: issue 1 · standard 1 · application 2 · procedure 1
Missed key aspects of standing framework; conflated taxpayer standing with general standing; some correct application but incomplete.
Blinded facts (public split)
[C] is a special school district that was created in the 1960s under a since-repealed chapter of the Texas Education Code authorizing 'rehabilitation districts' to provide education, training, and special services for persons with disabilities. Counties joined the district by countywide election; one county's voters joined in the 1970s after a commissioners court order stating the vote would authorize the district to levy an ad valorem tax at a rate not exceeding five cents per $100 of assessed valuation. The enabling statute provided no procedure for leaving or disbanding a district. After Congress required public schools to educate students with disabilities, the Legislature amended the chapter to allow such districts to offer vocational training to both disabled and non-disabled students, and [C] changed its name and continues to operate under the old provisions. [C]'s board adopts a tax rate annually (below the statutory maximum). A group of individual taxpayers in the county ([A]) and a neighboring school district located within [C]'s boundaries ([B]) sued [C] and [County], alleging [C] now serves a purpose different from the one the county's voters approved, since disabled students make up a negligible share of its enrollment. They sought declarations that the tax is unlawful under the 'contract with the voters' doctrine (Tex. Const. art. I, § 16) and that levying a tax without voter approval violates Tex. Const. art. VII, § 3(e) and is ultra vires, plus a permanent injunction barring [C] from levying and [County] from collecting the tax. [C] filed a plea to the jurisdiction asserting lack of standing and governmental immunity. The trial court denied the plea and [C] took an interlocutory appeal under Tex. Civ. Prac. & Rem. Code § 51.014(a)(8). The court of appeals reversed and rendered judgment dismissing all claims for lack of standing: relying on Bland Independent School District v. Blue, it held [A] lacked taxpayer standing because their suit risked significant 'disruption of government operations' given [C]'s decades-long reliance on the tax, and it held [B] failed to allege a concrete, particularized, redressable injury. The court of appeals did not reach [C]'s alternative arguments that the claims present a nonjusticiable political question (raised for the first time on appeal) and are barred by governmental immunity. [A] and [B] jointly petitioned the Supreme Court of Texas for review, which was granted. Assume for this question that you are asked only about the individual taxpayers [A]. In the Supreme Court, [C] defends the dismissal on three grounds: (1) [A]'s injury is not particularized because every other resident of the county subject to the tax suffers the same injury; (2) [A] cannot show the tax is actually illegal under either constitutional provision, which [C] says is required to establish taxpayer standing; and (3) any 'contract with the voters' was abrogated when the Legislature broadened the districts' purpose, and [A] ratified the change by electing board members who keep levying the tax. [C] also defends the court of appeals' reliance on Bland Independent School District v. Blue for the proposition that a suit threatening significant disruption to government operations and the settled expectations of other taxpayers cannot proceed.
As to [A] only: which standing framework applies (the general three-part constitutional test or the taxpayer-standing doctrine), and why? Address each of [C]'s three arguments and the 'significant disruption' rationale drawn from Bland, and state whether the court of appeals' dismissal of [A]'s claims should stand.
Gold (what the court did)
outcome: reversed_and_remanded · standard: Standing requires a concrete and particularized injury-in-fact, traceable to the defendant, and redressable by the relief sought; the fact that others suffer the same injury does not defeat particular… · authorities: 369 S.W.3d 137; 620 S.W.3d 692; 647 S.W.3d 681; 691 S.W.3d 448; 674 S.W.3d 234; 653 S.W.3d 191; 34 S.W.3d 547; 852 S.W.2d 440; 252 S.W.3d 299
Model answer
MEMORANDUM TO FILE RE: Standing Analysis for Individual Taxpayers [A] **I. DISPOSITIVE ISSUE** Whether individual taxpayers [A] have standing to challenge [C]'s ad valorem tax under Texas's taxpayer-standing doctrine, or whether their claims must be dismissed for lack of standing based on: (1) lack of particularized injury; (2) failure to demonstrate the tax is illegal; (3) legislative ratification/voter acquiescence; or (4) threatened disruption to government operations under *Bland Independent School District v. Blue*. **II. CONTROLLING LEGAL STANDARD** **A. Applicable Standing Framework** Texas recognizes a special taxpayer-standing doctrine distinct from general constitutional standing requirements. *Creedmoor-Maha Water Supply Corp. v. Texas Comm'n on Envtl. Quality*, 307 S.W.3d 505, 515 (Tex. 2010). Under this doctrine, taxpayers have standing to challenge the legality of a tax or expenditure of public funds without showing injury distinct from the public generally. *Bullock v. Calvert*, 480 S.W.2d 367, 368 (Tex. 1972); *Texas Ass'n of Business v. Texas Air Control Bd.*, 852 S.W.2d 440, 446 (Tex. 1993). The taxpayer-standing doctrine applies here, not the general three-part constitutional test (injury-in-fact, causation, redressability), because [A] challenges the legality of a tax levy. *Creedmoor-Maha*, 307 S.W.3d at 515. **B. Elements of Taxpayer Standing** To establish taxpayer standing, a plaintiff must show: (1) the challenged action is an expenditure or collection of public funds; (2) the plaintiff is a taxpayer of the governmental entity; and (3) the expenditure or tax is illegal. *Creedmoor-Maha*, 307 S.W.3d at 515; *Texas Ass'n of Business*, 852 S.W.2d at 446-47. The illegality requirement does not demand that plaintiffs prove their case on the merits at the pleading stage; rather, they must allege facts that, if true, would establish illegality. *Heckman v. Williamson County*, 369 S.W.3d 137, 154 (Tex. 2012). **C. Relevant Constitutional Provisions** Article I, § 16 of the Texas Constitution prohibits impairment of contracts. The "contract with the voters" doctrine holds that when voters approve a tax for a specific purpose, that approval creates a contract that cannot be violated by using the tax for different purposes. *City of Waco v. Kelley*, 309 S.W.2d 536, 539 (Tex. 1958). Article VIII, § 3(e) (note: the facts reference Art. VII, § 3(e), but the relevant provision is likely Art. VIII, § 3) requires voter approval for certain tax levies by political subdivisions. **III. APPLICATION TO FACTS** **A. Taxpayer Standing Framework Applies** [A]'s challenge to [C]'s tax levy falls squarely within the taxpayer-standing doctrine. They are taxpayers of the county subject to [C]'s tax, they challenge the collection of that tax, and they allege it is illegal under two constitutional provisions. This is the paradigmatic taxpayer-standing case. *Creedmoor-Maha*, 307 S.W.3d at 515. **B. [C]'s Argument #1: Lack of Particularized Injury** This argument fails because it conflates general constitutional standing with taxpayer standing. The taxpayer-standing doctrine exists precisely because taxpayers challenging illegal taxes or expenditures need not show injury distinct from other taxpayers. *Bullock*, 480 S.W.2d at 368. That every county resident subject to the tax suffers the same injury is irrelevant—indeed, it is the hallmark of taxpayer standing. *Texas Ass'n of Business*, 852 S.W.2d at 446 (taxpayer standing does not require showing injury different in kind from other taxpayers). **C. [C]'s Argument #2: Failure to Prove Illegality** [A] need not prove illegality at the standing stage; they must only allege facts that, if true, would establish illegality. *Heckman*, 369 S.W.3d at 154. [A] alleges: (1) voters approved a tax for a specific purpose (educating disabled students); (2) [C] now serves a materially different purpose (disabled students are a negligible share); and (3) this violates the contract with voters under Art. I, § 16. They also allege the tax lacks proper voter approval under Art. VIII, § 3(e). These allegations, if proven, would establish illegality under either or both theories. Whether [A] can ultimately prove these claims is a merits question, not a standing question. *Id.* **D. [C]'s Argument #3: Legislative Abrogation and Ratification** This argument goes to the merits, not standing. Whether the Legislature's amendment of the enabling statute abrogated any "contract with the voters," and whether subsequent elections ratified the change, are questions about whether [A] can prevail on their contract-impairment claim. They do not affect whether [A] has alleged sufficient facts to establish standing to bring the claim. *Heckman*, 369 S.W.3d at 154 (standing analysis does not resolve merits). **E. "Significant Disruption" Under *Bland*** The court of appeals' reliance on *Bland Independent School District v. Blue*, 34 S.W.3d 547 (Tex. 2000), appears misplaced. *Bland* addressed whether taxpayers had standing to challenge a school district consolidation election on grounds of procedural irregularities, where the challenge came years after the consolidation and would have disrupted settled expectations. *Id.* at 554-55. The Court held that the disruption factor was relevant to whether the alleged illegality was sufficient to confer standing. *Id.* However, *Bland* did not create a categorical bar to taxpayer standing whenever disruption might result. Rather
58375ms · graded 2026-08-25 18:27
41%hll-240782-4civil-litigationdifficulty 4private splitanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority29%×2
Application50%×2
Outcome0%×2
Procedure50%×1
Citation checks
in opinion133 S.W.3d 217
in opinion369 S.W.3d 137
in opinion34 S.W.3d 547
found803 S.W.2d 711
found971 S.W.2d 439
found140 S.W.3d 338
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 1 · procedure 1
Standard misses summary judgment-like review and 'no fact question' rule. Application misses the specific remand target. Procedure misses the specific statute.
#2: issue 1 · standard 1 · application 1 · procedure 0
Answer identifies three issues but conflates political-question preservation with justiciability generally; cites Patterson (mootness) as analogy rather than direct authority that political question is jurisdictional; misses that gold standard requires political question to be subject-matter jurisdiction specifically. Application lacks gold's key holding: remand to court of appeals (not trial court) for first-instance review. Procedure section incomplete and missing § 51.014(a)(8) cite and correct remand target.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses all procedural questions and standards, correctly applies legal principles, and outlines remand issues.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
67736ms · graded 2026-08-25 18:29
25%hll-240883-1tortdifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority20%×2
Application100%×2
Outcome100%×2
Procedure100%×1
Citation checks
found827 S.W.2d 833
found487 S.W.3d 170
in opinion230 F.3d 1155
not found130 F. Supp. 2d 1314
not found183 F. Supp. 2d 764
in opinion148 S.W.3d 124
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 2
Standard is missing the 'collection or category of parts' and 'entire system' points. Also, it includes non-GARA mandamus standards.
#2: issue 2 · standard 1 · application 2 · procedure 1
Issue perfectly framed. Standard cites Caldwell & Gaines but omits Crouch, Hiser, Lyon; Worsham & Gaines citations not in gold opinion (hallucination risk). Application excellent. Procedure incomplete—lacks 'COA denial' step and conditional-writ mechanics.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thorough analysis of GARA's rolling provision; correctly identifies issue, applies standard, and outlines procedural posture.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35782ms · graded 2026-08-25 18:29
25%hll-240883-2civil-litigationdifficulty 5private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority20%×2
Application50%×2
Outcome0%×2
Procedure0%×1
Citation checks
found827 S.W.2d 833
in opinion148 S.W.3d 124
found982 S.W.2d 881
found295 S.W.3d 309
not found932 F. Supp. 969
found878 F.2d 1311
Judges (3 of 3 parsed, median wins)
#1: issue 1 · standard 1 · application 1 · procedure 0
Issue: misses 'adequate remedy by appeal' and 'mandamus should issue'. Standard: misses 'discretionary writ', 'never available as a matter of right', 'balance of jurisprudential considerations', 'generalization is not absolute', 'sparing parties and public time and money'. Application: misses 'materially identical' and 'impairment or loss of federal rights'. Procedure: missing.
#2: issue 2 · standard 1 · application 1 · procedure 0
Issue well-framed. Standard cites Walker & Prudential but omits Academy/Facebook as critical authority for 'may be brought' analysis; cites Weekley Homes instead. Application conflates federal court characterization of GARA with Texas mandamus doctrine; lacks gold's specific Academy/Facebook comparison. Procedure missing—no mention of original proceeding posture or conditional grant form.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses the issue, applies the correct standards, and accurately analyzes the application of GARA, with proper procedural context.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
45223ms · graded 2026-08-25 18:30
25%hll-240883-3tortdifficulty 4private split · capped: fabricated citationanthropic/claude-sonnet-4.5 · raw
Axes
Issue100%×1
Standard50%×2
Authority0%×2
Application100%×2
Outcome0%×2
Procedure50%×1
Citation checks
not found942 F.3d 888
found340 S.W.3d 432
in opinion148 S.W.3d 124
found295 S.W.3d 309
Judges (3 of 3 parsed, median wins)
#1: issue 2 · standard 1 · application 2 · procedure 1
Standard is missing the Caldwell/Crouch gloss and the uniform holding that GARA bars failure-to-warn claims outside 18 years. Procedure is missing the conditional nature of the writ.
#2: issue 2 · standard 1 · application 2 · procedure 1
Strong answer. Issue perfectly framed. Standard cites Worsham and Cessna (not gold authorities Crouch/Caldwell); no fabrication but misses key precedent. Application excellent—three-part analysis mirrors gold. Procedure incomplete: no conditional writ language or direction to grant SJ; cites Texas mandamus standards rather than federal appellate procedure.
#3: issue 2 · standard 2 · application 2 · procedure 2
Thoroughly addresses the issue, standard, application, and procedure with accurate citations and analysis.
Private-split item: facts, gold and answer withheld so the leaderboard stays uncontaminated. Scores and judge notes above are complete.
35018ms · graded 2026-08-25 18:30