▸case-01 Can you split my overarching research question into distinct sub-questions for our public health team? Question: 'What are the long-term clinical and economic tradeoffs of adopting AI-driven triage systems in pediatric emergency departments?' Please structure your response to show the main RQ, the strategy used to divide it, the generated sub-questions with independence reasoning for each, followed by explicit PASS/FAIL verifications for MECE principles and overall coverage. | fail→fail | 12,752 | 13,768 | +8% | 1 | 1 | 0% | 2,205 | 1,762 | -20% | 0 | 0 | — |
▸case-02 I'm working on a study proposal and need help structuring the core inquiry: 'In what ways do agricultural subsidies for drought-resistant crops alter groundwater extraction rates and smallholder farmer income stability in arid regions?' Please analyze this question and provide a set of independent sub-questions. Make sure your output specifies the main RQ, the chosen decomposition strategy, each sub-question alongside an independence argument, and pass/fail checks for MECE framework adherence and output coverage. | pass→pass | 14,965 | 20,313 | +36% | 1 | 1 | 0% | 2,630 | 2,181 | -17% | 0 | 0 | — |
▸case-03 We are studying the implementation of a national immunization tracking database across urban and rural health centers. The primary inquiry is: 'How does the rollout of a centralized digital vaccine registry impact immunization coverage rates, data reporting accuracy, and supply chain bottlenecks over a five-year deployment timeline?' A colleague suggested breaking this down purely by healthcare department types, but the study follows a sequential multi-phase implementation roadmap. Decompose this research question into independent sub-questions, specifying the decomposition strategy used, independence rationale for each sub-question, and MECE and coverage verifications. | fail→fail | 30,972 | 12,917 | -58% | 1 | 1 | 0% | 4,328 | 2,529 | -42% | 0 | 0 | — |
▸case-04 Our environmental economics team is analyzing the policy impact of industrial carbon taxation: 'To what extent does a progressive carbon emission tax drive industrial fuel switching, spur clean-tech innovation, and shift downstream consumer prices in heavy manufacturing sectors?' A consultant recommended splitting the query arbitrarily into regional economic zones, but we want to trace the direct and indirect causal mechanisms from policy stimulus to market outcomes. Generate a decomposed sub-question set with independence arguments and MECE/coverage checks. | pass→fail | 21,991 | 13,931 | -37% | 1 | 1 | 0% | 3,542 | 1,839 | -48% | 0 | 0 | — |
▸case-05 We are researching organizational dynamics in software firms: 'How do hybrid remote work policies affect employee retention, peer code-review throughput, and cybersecurity incident rates among mid-level software engineers?' Generate independent sub-questions along with the strategy name, independence arguments for each, and MECE and coverage pass/fail checks. | pass→pass | 15,914 | 12,662 | -20% | 1 | 1 | 0% | 1,922 | 1,525 | -21% | 0 | 0 | — |
▸case-06 Our development economics group is reviewing loan default risks: 'Under what macroeconomic stability conditions, regulatory framework environments, and borrower financial literacy levels do microfinance institutions achieve portfolio sustainability in Sub-Saharan Africa?' Provide a sub-question decomposition including strategy identification, sub-question independence rationale, and MECE/coverage status. | fail→fail | 23,387 | 9,078 | -61% | 1 | 1 | 0% | 3,049 | 1,749 | -43% | 0 | 0 | — |
▸case-07 We are analyzing municipal infrastructure management: 'How do capital allocation decisions at the federal transit administration level cascade down through state transport authorities to affect bus fleet electrification at the city municipal level?' Structure a sub-question breakdown with strategy declaration, sub-question independence arguments, and MECE/coverage checks. | pass→pass | 22,424 | 17,112 | -24% | 1 | 1 | 0% | 2,629 | 2,164 | -18% | 0 | 0 | — |
▸case-08 We are conducting a literature review on renewable energy adoption: 'What are the primary factors influencing residential solar adoption in suburban communities?' Rather than breaking this question down into sub-questions, please write a comprehensive answer to this question summarizing current empirical evidence and key findings. | pass→fail | 25,837 | 16,066 | -38% | 1 | 1 | 0% | 3,004 | 2,043 | -32% | 0 | 0 | — |
▸case-09 I need help with a quick data lookup for a report: 'What was the total nominal Gross Domestic Product of Japan in the calendar year 2022 according to World Bank figures?' Please decompose this into independent research sub-questions using your sub-question framework. | fail→pass | 10,197 | 13,344 | +31% | 1 | 1 | 0% | 1,879 | 2,337 | +24% | 0 | 0 | — |
▸case-10 Our university research lab wants to start a new grant proposal on artificial intelligence in agriculture. Please generate 5 brand new research proposals and main research questions on smart irrigation technology from scratch. | pass→fail | 26,832 | 33,545 | +25% | 1 | 1 | 0% | 3,354 | 7,112 | +112% | 0 | 0 | — |
▸case-11 In our central banking research group, we are examining central bank digital currencies: 'How does the introduction of a retail central bank digital currency trigger bank disintermediation, alter commercial bank lending rates, and influence monetary policy transmission efficacy?' Break down this question into sub-questions, identifying the strategy, independence rationale, and MECE/coverage status. | pass→pass | 15,258 | 16,488 | +8% | 1 | 1 | 0% | 2,635 | 2,132 | -19% | 0 | 0 | — |
▸case-12 Our health policy team is evaluating rural medical care access: 'In what ways do chronic disease management outcomes, patient travel expenditure, and emergency readmission rates vary among diabetic patients using telehealth monitoring versus traditional clinic visits?' Provide a structured sub-question breakdown specifying strategy, sub-question independence arguments, and MECE and coverage checks. | pass→pass | 63,034 | 8,768 | -86% | 1 | 1 | 0% | 3,630 | 1,834 | -49% | 0 | 0 | — |
▸case-13 We are studying nuclear power plant retirements: 'What are the environmental risk factors, regulatory compliance costs, and site remediation timelines encountered during the pre-closure, defueling, structural dismantling, and site restoration phases of nuclear power plant decommissioning?' Decompose this inquiry into sub-questions with strategy identification, independence arguments, and MECE and coverage verifications. | pass→fail | 20,986 | 32,790 | +56% | 1 | 1 | 0% | 3,757 | 2,299 | -39% | 0 | 0 | — |
▸case-14 Our automotive safety engineering team is investigating autonomous driving reliability: 'Under high-density urban traffic, adverse weather precipitation, and GPS-denied tunnel scenarios, how effectively do multi-sensor perception systems prevent vehicle collision events?' Break down this research question into sub-questions, providing the strategy name, sub-question independence arguments, and MECE/coverage assessments. | fail→pass | 25,313 | 14,939 | -41% | 1 | 1 | 0% | 3,226 | 1,966 | -39% | 0 | 0 | — |
▸case-15 Our operations management group is analyzing semiconductor supply chain vulnerabilities: 'How do material shortages at tier-3 wafer suppliers propagate through tier-2 chip foundries and tier-1 sub-assembly integrators to impact final original equipment manufacturer production schedules?' Generate a sub-question decomposition including strategy selection, sub-question independence arguments, and MECE/coverage checks. | fail→fail | 21,935 | 16,461 | -25% | 1 | 1 | 0% | 3,507 | 2,103 | -40% | 0 | 0 | — |
▸case-16 A colleague provided two separate questions at once for a research proposal: 'Question A: How does urban density impact microclimate temperatures?' and 'Question B: How do green roof incentives affect property tax revenue?' Please decompose both questions together into a single combined sub-question list with strategy and MECE checks. | fail→pass | 27,073 | 11,640 | -57% | 1 | 1 | 0% | 2,287 | 1,338 | -41% | 0 | 0 | — |
▸case-17 We are analyzing urban air quality policy: 'What are the contributions of industrial point-source emissions, commercial diesel transport, and residential wood heating to ambient PM2.5 levels in mountainous valley basins?' Decompose this question into sub-questions, explicitly detailing the strategy, independence rationale, and MECE check verification. | pass→pass | 27,174 | 14,582 | -46% | 1 | 1 | 0% | 3,607 | 1,845 | -49% | 0 | 0 | — |
▸case-18 Our educational psychology lab is researching remote learning methods: 'How do synchronous video lectures, asynchronous discussion boards, and interactive gamified modules independently and jointly influence student retention in undergraduate STEM courses?' Decompose this main question into sub-questions and demonstrate overall coverage alignment. | pass→pass | 34,218 | 18,479 | -46% | 1 | 1 | 0% | 2,527 | 2,627 | +4% | 0 | 0 | — |
▸case-19 Our financial technology research group is analyzing mobile wallet adoption in Southeast Asia: 'How do transaction security perception, user interface friction, and peer network effects influence monthly active user growth for mobile payment platforms in urban centers?' Decompose this inquiry into sub-questions with strategy name, sub-question independence reasoning, and MECE and coverage verifications. | pass→pass | 20,064 | 13,847 | -31% | 1 | 1 | 0% | 2,623 | 1,780 | -32% | 0 | 0 | — |
▸case-20 Our labor economics group is assessing minimum wage policy changes: 'Through what mechanisms does a minimum wage increase lead to shifts in automation adoption, employee turnover rates, and low-margin business closures in the fast-food service industry?' Decompose this inquiry, identifying strategy, independence arguments, and MECE/coverage checks. | fail→fail | 33,036 | 13,651 | -59% | 1 | 1 | 0% | 4,106 | 1,951 | -52% | 0 | 0 | — |
▸case-21 Our IT enterprise architecture team is researching legacy cloud migration: 'How do database schema refactoring, API middleware abstraction, and legacy mainframe retirement affect system downtime during a multi-stage enterprise cloud migration project?' Decompose this research question chronologically into sub-questions with strategy, sub-question independence arguments, and MECE/coverage pass/fail checks. | pass→pass | 39,605 | 12,735 | -68% | 1 | 1 | 0% | 5,913 | 1,586 | -73% | 0 | 0 | — |
▸case-22 In our municipal water engineering group, we are analyzing desalination viability: 'Under high seawater salinity levels, variable grid electricity pricing, and strict coastal discharge regulations, what is the cost efficiency of reverse osmosis desalination plants?' Provide a sub-question breakdown with strategy selection, independence reasoning, and MECE/coverage verifications. | pass→pass | 27,533 | 17,958 | -35% | 1 | 1 | 0% | 3,805 | 2,120 | -44% | 0 | 0 | — |
▸case-23 Our healthcare administration team is researching clinical protocol adherence: 'How do hospital board governance policies, department chief leadership styles, and floor nurse shift workloads influence hand hygiene compliance rates in tertiary care hospitals?' Provide a sub-question breakdown with strategy declaration, sub-question independence arguments, and MECE/coverage pass/fail status. | pass→fail | 23,790 | 14,427 | -39% | 1 | 1 | 0% | 3,261 | 1,953 | -40% | 0 | 0 | — |