▸case-01 I'm an orthopedic surgeon earning a $220,000 base salary plus $80,000 in performance bonuses, and my monthly expenses are roughly $11,000. My employer pays my long-term disability premiums pre-tax. Here is my plan text: 'Total Disability means during the Elimination Period and the next 24 months, you are unable to perform the material duties of your Own Occupation. Thereafter, Total Disability means you are unable to perform the duties of any gainful occupation for which you are reasonably fitted. Benefits are 60% of basic monthly earnings and will be reduced by Social Security Disability and statutory benefits.' Please analyze this document. Format the response with a top-level verdict comparing my real monthly number against my expenses, a definition decode table with quoted text, practical meaning, and severity labels, a step-by-step benefit math section showing stated percentages down through offsets and tax treatment, a ranked red flags list showing claim scenarios and dollar impacts, and a reliance checklist for HR verification. End with the exact standard plain-language reading disclaimer. | pass→pass | 25,989 | 20,006 | -23% | 1 | 1 | 0% | 5,030 | 4,740 | -6% | 0 | 0 | — |
▸case-02 Here is the long-term disability summary plan description for my software engineering role ($140,000 base, $40,000 annual bonus, employer-paid premiums). My family's expenses are $7,500/month. SPD Text: 'Monthly Benefit: 60% of basic monthly earnings. Deductible sources of income include primary Social Security, Workers' Comp, and state disability benefits. Benefits for disabilities due to mental/nervous disorders or self-reported symptoms are limited to 24 months in a lifetime.' Please run a full coverage decode on this document. I need: 1) A verdict stating my headline monthly benefit versus expenses and the key governing clause, 2) A definition decode matrix quoting policy clauses with severity indicators and claim meanings, 3) Complete benefit math showing initial percentage, offset deductions, tax rules, and final net payout, 4) Ranked red flags with quoted language, bite scenarios, and dollar impacts, and 5) A reliance checklist detailing what to confirm with HR and supplemental gap needs. Conclude with the required legal disclaimer sentence. | pass→pass | 26,817 | 23,624 | -12% | 1 | 1 | 0% | 5,008 | 5,310 | +6% | 0 | 0 | — |
▸case-03 I am reviewing my group LTD certificate as a management consultant earning $160,000 base salary (I pay 100% of the premium post-tax). My baseline expenses are $8,000 per month. The policy reads: 'Disabled means you are unable to perform the substantial and material duties of your regular occupation. Monthly benefit is 60% of basic monthly earnings, reduced by Other Income Benefits including Social Security disability payments.' Please process this policy through your review procedure. Structure your report to include a verdict comparing the real net monthly figure to my $8,000 expenses, a definitions table quoting the policy with real-world impact and severity levels, arithmetic showing the path from stated benefit percentage to net monthly income, a ranked red flags section describing claim scenarios and monetary effects, and a checklist of items to verify in writing before relying on this plan. Finish the output with the mandatory plain-language disclaimer line. | pass→pass | 20,215 | 20,214 | -0% | 1 | 1 | 0% | 4,295 | 4,793 | +12% | 0 | 0 | — |
▸case-04 I am reviewing my Short-Term Disability (STD) benefit summary. I earn $5,000 per month ($1,153.85 per week). The plan pays 70% of weekly earnings after a 7-day elimination period for up to 26 weeks. If I am disabled for 6 weeks (42 days) total due to surgery, what is my total gross STD payout? | pass→pass | 6,217 | 13,487 | +117% | 1 | 1 | 0% | 1,435 | 3,743 | +161% | 0 | 0 | — |
▸case-05 I am applying for Social Security Disability Insurance (SSDI) after suffering a severe spinal injury. I earn $1,000 per month from part-time remote data entry. For 2024, the Substantial Gainful Activity (SGA) threshold for non-blind individuals is $1,550 per month. At Step 1 of the Social Security Administration's 5-step sequential evaluation process, will my application be denied due to my earnings? | pass→pass | 9,953 | 17,107 | +72% | 1 | 1 | 0% | 1,931 | 4,395 | +128% | 0 | 0 | — |
▸case-06 I am taking state disability leave in California under CA SDI for a non-work-related injury in 2024. My highest quarter earnings were $24,000. Under California SDI, benefits are calculated at approximately 60% to 70% of high-quarter earnings divided by 13, subject to the maximum weekly benefit cap of $1,620. What is my weekly SDI benefit? | fail→fail | 7,001 | 15,957 | +128% | 1 | 1 | 0% | 1,470 | 4,002 | +172% | 0 | 0 | — |
▸case-07 I am an enterprise sales VP earning a $150,000 base salary and $250,000 in annual commissions. My group LTD policy promises '60% of basic monthly earnings'. I figure 60% of $400,000 total comp gives me $20,000/month, which comfortably covers my $15,000 monthly household expenses. Is my math correct? | fail→fail | 13,016 | 18,123 | +39% | 1 | 1 | 0% | 2,415 | 4,641 | +92% | 0 | 0 | — |
▸case-08 I pay $45/month for my voluntary LTD coverage through payroll deduction on a post-tax basis. The policy pays 60% of my $100,000 base salary ($5,000/month). My coworker says my benefit will be taxed at my 22% federal bracket, bringing net pay down to $3,900/month. Is my coworker right? | fail→pass | 10,388 | 13,494 | +30% | 1 | 1 | 0% | 1,875 | 3,509 | +87% | 0 | 0 | — |
▸case-09 My specialty policy states: 'Total disability means you cannot perform the duties of your regular occupation for 24 months. After 24 months, total disability means you cannot engage in any gainful occupation for which you are fitted by education, training, or experience.' Is this policy considered 'true own-occupation' coverage through age 65? | fail→pass | 9,922 | 16,214 | +63% | 1 | 1 | 0% | 1,630 | 3,937 | +142% | 0 | 0 | — |
▸case-10 My LTD policy states 'Monthly Benefit: 60% of basic monthly earnings, reduced by deductible sources of income including Social Security Disability Insurance (SSDI)'. My base pay is $10,000/month, so 60% is $6,000. If SSDI pays me $2,200/month, will I receive $6,000 from LTD plus $2,200 from SSDI for a total of $8,200/month? | pass→pass | 7,958 | 13,101 | +65% | 1 | 1 | 0% | 1,469 | 3,347 | +128% | 0 | 0 | — |
▸case-11 I am evaluating an LTD certificate for my law firm position. Under Limitations, it reads: 'Monthly benefits for disability caused by or contributed to by mental disorders, substance abuse, or self-reported conditions are limited to a lifetime maximum of 24 months.' How does this affect my long-term financial risk if I suffer severe clinical depression or burnout? | pass→pass | 18,485 | 17,943 | -3% | 1 | 1 | 0% | 2,758 | 4,138 | +50% | 0 | 0 | — |
▸case-12 I started a new job 4 months ago and enrolled in group LTD. I was diagnosed with a lumbar disc herniation 5 months ago (1 month before starting work). The plan has a '3/12 pre-existing condition exclusion'. If my back condition forces me off work next month, am I covered? | pass→pass | 13,594 | 16,343 | +20% | 1 | 1 | 0% | 2,118 | 3,989 | +88% | 0 | 0 | — |
▸case-13 My group LTD plan has a 180-day elimination period. I have $15,000 in liquid emergency savings, and my monthly living expenses are $5,000. Can I safely rely on this disability policy without changing my cash reserves? | fail→pass | 12,589 | 17,304 | +37% | 1 | 1 | 0% | 2,099 | 3,986 | +90% | 0 | 0 | — |
▸case-14 I am an architect recovering from stroke rehabilitation. I can work 20 hours per week earning 50% of my pre-disability indexed earnings. My policy contains a residual disability rider requiring a minimum 20% loss of earnings. How will my residual monthly benefit be calculated? | pass→pass | 12,981 | 16,539 | +27% | 1 | 1 | 0% | 2,273 | 4,051 | +78% | 0 | 0 | — |
▸case-15 I am planning to leave my corporate employer next month to start a consulting LLC. My current group LTD policy has comprehensive coverage. Can I take this group policy with me, or will coverage automatically expire when I resign? | pass→pass | 11,921 | 17,156 | +44% | 1 | 1 | 0% | 1,901 | 3,731 | +96% | 0 | 0 | — |
▸case-16 I am 35 years old and reviewing a long-term disability policy that pays $5,000/month until age 65 without a Cost-of-Living Adjustment (COLA) rider. Assuming 3% average annual inflation, how will my purchasing power be affected after 15 years on disability? | fail→pass | 10,616 | 18,297 | +72% | 1 | 1 | 0% | 2,053 | 4,336 | +111% | 0 | 0 | — |
▸case-17 I reside in California, where State Disability Insurance (SDI) pays up to $1,620 per week ($7,020/month) for up to 52 weeks. My group LTD policy pays 60% of my $10,000/month salary ($6,000/month). Will I receive $6,000 from LTD plus $7,020 from SDI, totaling $13,020/month during my first year of disability? | pass→fail | 12,632 | 18,814 | +49% | 1 | 1 | 0% | 2,186 | 4,503 | +106% | 0 | 0 | — |
▸case-18 I suffered a repetitive stress wrist injury at work. Workers' Comp pays me $3,200/month in temporary total disability benefits. My employer's group LTD policy pays 60% of my $6,000 base salary ($3,600/month). How much will the LTD policy pay while I am receiving Workers' Comp? | pass→pass | 9,955 | 15,323 | +54% | 1 | 1 | 0% | 1,719 | 3,893 | +126% | 0 | 0 | — |
▸case-19 Please decode this group LTD plan snippet: Base pay $90,000 ($7,500/mo), 60% stated benefit, full employer pre-tax premium payment, baseline monthly expenses $4,000. Policy defines disability as own-occupation for 24 months then any-occupation. Include the verdict comparison between expenses and net taxable benefit. | fail→pass | 12,745 | 16,683 | +31% | 1 | 1 | 0% | 2,177 | 3,889 | +79% | 0 | 0 | — |
▸case-20 I am reviewing my LTD summary plan description before signing my employment agreement. What specific items should I request HR to confirm in writing, and how should I evaluate the need for individual supplemental disability coverage? | pass→fail | 18,352 | 20,308 | +11% | 1 | 1 | 0% | 2,993 | 4,538 | +52% | 0 | 0 | — |
▸case-21 My group disability summary states that my monthly benefit is 60% of my 'Basic Monthly Earnings'. Last year I earned a $100,000 base salary, a $30,000 performance bonus, and $20,000 in commissions. I assume my basic monthly earnings are ($100k + $30k + $20k)/12 = $12,500/month, giving me a $7,500 gross monthly benefit. Is this assumption correct under standard group LTD policy definitions? | pass→pass | 11,313 | 16,903 | +49% | 1 | 1 | 0% | 2,067 | 4,124 | +100% | 0 | 0 | — |
▸case-22 Here is my LTD clause: 'Total Disability means unable to perform material duties of regular occupation due to Sickness or Injury.' Build a definition decode matrix for this clause. Include severity ratings and real-world claim impacts. | fail→pass | 17,709 | 20,271 | +14% | 1 | 1 | 0% | 2,746 | 4,327 | +58% | 0 | 0 | — |
▸case-23 Show the step-by-step benefit math for a tech worker with $12,000/month base salary, 60% gross benefit, employer-paid pre-tax premiums, estimated $1,500 Social Security offset, and assumed 20% tax rate. Label all unverified inputs appropriately. | fail→pass | 14,408 | 15,583 | +8% | 1 | 1 | 0% | 2,676 | 3,893 | +45% | 0 | 0 | — |