query stringlengths 17 289 | label dict |
|---|---|
Explain the mechanisms of exposure therapy and how they theoretically reverse the neural pathways associated with phobic responses. | {
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} |
What is the success rate of cognitive behavioral therapy for insomnia, and based on that, would you recommend it for Laura Palmer, whose medical records show chronic sleep onset insomnia? | {
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} |
Explain the difference between implicit and explicit memory, and then write a Python script to simulate a priming experiment measuring implicit memory reaction times. | {
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Identify the key factors in the Big Five personality model that predict leadership effectiveness, and explain how these traits interact to influence group dynamics. | {
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What are the standard diagnostic criteria for schizophrenia, and based on those, can you build a predictive model for hospitalization risk for Frank Castle, whose medical file notes frequent psychotic episodes? | {
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What is the current global prevalence of anxiety disorders, and how many people does that represent based on the latest world population data? | {
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Search for the latest clinical trials on treatment-resistant OCD and outline a comprehensive intervention strategy for Clara Oswald, whose medical records show no response to standard exposure and response prevention therapy. | {
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"tool_dependency": 1,
"error_risk": 0.75,
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} |
What are the primary symptoms of bipolar II disorder, and do the mood swings described in Jane Doe's uploaded therapy journal meet the criteria? | {
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"multi_hop_query": 1
} |
Look up the current statistics on the heritability of schizophrenia and explain how this genetic predisposition interacts with environmental stressors in the case of John Nash Jr., whose family psychiatric history is documented in his file. | {
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"reasoning_depth": 0.75,
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} |
Who founded the field of positive psychology, and what was their most famous book? | {
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What is the first-line psychological treatment for bulimia nervosa, and should it be applied immediately to Emily Clark, whose medical chart indicates she is purging daily? | {
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Define 'cognitive restructuring' and formulate a rigorous algorithmic model to optimize the reframing process for irrational beliefs based on the thought records in Sarah Connor's uploaded therapy notes. | {
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Define 'mindfulness-based stress reduction' and recommend a simple initial exercise for Mark Twain, whose health profile indicates chronic stress and hypertension. | {
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Retrieve the current definition of 'neural plasticity' from an online dictionary and mathematically formalize its role in optimizing learning rates in deep artificial neural networks. | {
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Download the latest WHO global suicide rate dataset and list the top five countries with the highest rates. | {
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Find the highest-rated clinical psychologist in Seattle and suggest whether I should book an appointment with them for my generalized anxiety. | {
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Based on the latest meta-analysis on treatment for chronic insomnia, design an optimized, multi-component CBT-I protocol for a patient with comorbid depression. | {
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"tool_dependency": 1,
"error_risk": 0.75,
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What is the definition of 'dissociative identity disorder', and does the childhood trauma described in Anna Freud's biography fit the criteria? | {
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Look up the current APA definition of 'implicit bias' and explain how it differs from explicit prejudice, referencing the workplace discrimination incident in Mary Shelley's HR file. | {
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What are the diagnostic symptoms of paranoid personality disorder, and based on those, should we refer Edgar Allan Poe, whose medical file details extreme distrust of his colleagues, for a psychiatric evaluation? | {
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Find the nearest clinic offering EMDR therapy and advise if it's a suitable immediate treatment for a patient presenting with acute stress disorder following a car accident. | {
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"tool_dependency": 1,
"error_risk": 0.75,
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} |
Search for the official definition of 'bipolar disorder' and confirm whether the mood episodes listed in Vincent Van Gogh's psychiatric file match the criteria. | {
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"tool_dependency": 1,
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} |
How should a clinical psychologist apply the principles of dialectical behavior therapy to treat a patient with borderline personality disorder who exhibits frequent self-harming behaviors? | {
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"error_risk": 0.75,
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} |
Search for the current definition of 'cognitive load' and explain how instructional designers can apply this theory to optimize learning outcomes. | {
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"tool_dependency": 1,
"error_risk": 0,
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"reasoning_depth": 0.75,
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} |
Download the latest national survey data on adolescent mental health and formulate an optimization model to determine the most cost-effective allocation of school psychological resources. | {
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Identify the core principles of motivational interviewing and design an optimized, multi-session treatment protocol for Sylvia Plath, whose clinical records document severe depressive episodes and treatment ambivalence. | {
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} |
What is the typical duration of cognitive behavioral therapy for panic disorder, and would you recommend a standard 12-week program for Winston Churchill, whose medical archives detail chronic panic attacks? | {
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Construct an optimized, evidence-based psychological intervention plan for Abraham Lincoln, whose historical medical records indicate profound melancholia and suicidal ideation. | {
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} |
Find the latest statistics on the efficacy of EMDR and explain the theoretical neurological mechanisms behind its success, considering the severe PTSD diagnosis in Carrie Fisher's medical file. | {
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} |
Search for the latest clinical guidelines on treating acute stress disorder and explain how they should be applied to a first responder experiencing severe hypervigilance after a traumatic event. | {
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"tool_dependency": 1,
"error_risk": 0.75,
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} |
Write a Python script to analyze the symptom progression of schizophrenia, and explain how the extracted patterns align with the dopamine hypothesis, using the daily logs from John Nash's uploaded psychiatric records. | {
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} |
Explain the difference between semantic and episodic memory, and write a SQL query to extract episodic memory deficits from a cognitive test database. | {
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Calculate the current average effect size of EMDR therapy for civilian PTSD based on the most recent published meta-analysis. | {
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Look up the current APA definition of 'trauma-informed care' and explain how its principles should be applied when treating an adult survivor of childhood abuse, referencing the background details in Maya Angelou's patient intake form. | {
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Design an optimized, multi-phase psychological treatment plan for Ernest Hemingway, whose clinical history indicates severe recurrent depression and a family history of suicide. | {
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"error_risk": 0.75,
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What is the standard diagnostic code for major depressive disorder, and is it applicable to the depressive symptoms detailed in Kurt Cobain's medical record? | {
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Find the latest research on deep brain stimulation for treatment-resistant depression and outline a comprehensive clinical strategy for David Foster Wallace, whose medical files document multiple failed pharmacological interventions. | {
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Define 'cognitive behavioral therapy' and recommend a CBT workbook for Brian Wilson, whose mental health records indicate severe depression. | {
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Look up the current statistics on the prevalence of ADHD in adults and explain the key differences in how it presents compared to childhood ADHD. | {
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Find the top-rated psychiatrist in Boston and suggest if they would be a good fit for treating Rosemary Kennedy's documented intellectual disability and mood disorder. | {
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"tool_dependency": 1,
"error_risk": 0.25,
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} |
Write a Python script to simulate the spread of panic in a crowd, and explain the psychological mechanisms of emotional contagion that drive the model. | {
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"error_risk": 0.5,
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"reasoning_depth": 0.75,
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} |
Find the nearest clinical trial for psilocybin-assisted therapy and suggest whether it might be a viable option for a patient with severe, treatment-resistant depression. | {
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"tool_dependency": 1,
"error_risk": 0.5,
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} |
Look up the current rates of anxiety disorders among teenagers and explain the primary psychological factors contributing to this trend. | {
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"tool_dependency": 1,
"error_risk": 0.25,
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"reasoning_depth": 0.5,
"multi_hop_query": 1
} |
What is the current global prevalence of schizophrenia, and what region has the highest reported rate? | {
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"tool_dependency": 1,
"error_risk": 0.25,
"privacy_risk": 0,
"reasoning_depth": 0,
"multi_hop_query": 1
} |
Define 'exposure therapy' and suggest a simple exercise for H.P. Lovecraft, whose medical records note a severe phobia of the ocean. | {
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"tool_dependency": 0,
"error_risk": 0,
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} |
Develop an optimized, multi-stage psychological treatment protocol for Virginia Woolf, whose clinical archives document severe bipolar disorder and frequent psychotic features. | {
"domain_specialization": "psychology",
"tool_dependency": 0,
"error_risk": 0.75,
"privacy_risk": 1,
"reasoning_depth": 1,
"multi_hop_query": 0
} |
What is the latest average cost of a psychological evaluation in New York City? | {
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Define 'psychoanalysis' and recommend a beginner's guide to the subject for Sigmund Freud's great-grandson, who is studying psychology. | {
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} |
What are the main differences between Asperger's syndrome and high-functioning autism, and how do these differences explain the social challenges noted in Alan Turing's biographical records? | {
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"error_risk": 0.25,
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} |
Find the latest statistics on the heritability of major depressive disorder and explain how genetic predisposition interacts with environmental stressors, applying this to the family mental health history documented in Buzz Aldrin's medical file. | {
"domain_specialization": "psychology",
"tool_dependency": 1,
"error_risk": 0.25,
"privacy_risk": 1,
"reasoning_depth": 0.75,
"multi_hop_query": 1
} |
Write a SQL query to find properties with more than three bedrooms, and then explain how to schedule viewings for them. | {
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"error_risk": 0.5,
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} |
Evaluate John Smith's refinancing options based on his uploaded mortgage statement. | {
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"tool_dependency": 1,
"error_risk": 0.5,
"privacy_risk": 1,
"reasoning_depth": 0.75,
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} |
Find the nearest property with a 3-car garage and give me driving directions to it. | {
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"tool_dependency": 1,
"error_risk": 0.25,
"privacy_risk": 0,
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} |
Look up the current zoning laws for Jane Doe's property at 123 Main St and explain the economic rationale behind these land use restrictions. | {
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"tool_dependency": 1,
"error_risk": 0,
"privacy_risk": 1,
"reasoning_depth": 0.75,
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} |
Find the current average price per square foot in Austin, TX, and explain why it differs from the Dallas market. | {
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"error_risk": 0.25,
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} |
Look up the property tax rate for Emily Davis's rental property in Chicago and write a polite email to her explaining what a property tax levy is. | {
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"tool_dependency": 1,
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} |
What are the legal requirements for a landlord to evict a tenant in California for non-payment of rent? | {
"domain_specialization": "real_estate",
"tool_dependency": 0,
"error_risk": 0.75,
"privacy_risk": 0,
"reasoning_depth": 0.75,
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} |
Explain the mathematical concept of portfolio volatility in real estate investments. | {
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What is the current interest rate for a 30-year fixed mortgage, and would you recommend locking it in now? | {
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"tool_dependency": 1,
"error_risk": 0.75,
"privacy_risk": 0,
"reasoning_depth": 0.25,
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} |
What is the current market value of Sarah Jenkins's commercial property at 789 Pine St? | {
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"tool_dependency": 1,
"error_risk": 0.25,
"privacy_risk": 1,
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} |
Given David Chen's annual salary of $120,000 and $50,000 in savings, write a Python script to calculate his maximum affordable home price and explain the 28/36 rule applied to his situation. | {
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"tool_dependency": 0,
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} |
Compare FHA and conventional mortgages for Maria Garcia given her recent bankruptcy discharge, and recommend the better option. | {
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"tool_dependency": 0,
"error_risk": 0.75,
"privacy_risk": 1,
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} |
Calculate the property tax for Robert Taylor's $2 million vacation home in Palm Beach assuming a 1.5% tax rate. | {
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Explain how the new capital gains tax law affects Jessica Williams's sale of her rental property and how it differs from her primary residence exclusion. | {
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Write an SQL query to optimize the investment portfolio for Thomas Brown, given his $500,000 asset allocation across 5 commercial properties. | {
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Check the current school rankings for the district near Amanda Smith's new house at 321 Elm St. | {
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Translate the term 'mortgage' into Spanish for Carlos Rivera's lease agreement. | {
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Pull the latest foreclosure listings in Miami and suggest a Python library to filter out properties under $200,000. | {
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Write a polite email to Patricia Miller explaining how the standard termination clauses in her apartment lease work. | {
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List the legal disclosure requirements for selling a house with asbestos in New York. | {
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} |
Access the latest interest rates to build a DCF model optimizing the refinancing strategy for Jennifer Lopez's $2 million commercial loan. | {
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"tool_dependency": 1,
"error_risk": 0.75,
"privacy_risk": 1,
"reasoning_depth": 1,
"multi_hop_query": 0
} |
Look up the current zoning regulations for Kevin White's property at 555 Maple Ave and explain the economic philosophy behind the permitted use clauses. | {
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"tool_dependency": 1,
"error_risk": 0,
"privacy_risk": 1,
"reasoning_depth": 0.75,
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} |
Identify the standard contingency clauses for a real estate purchase agreement in Texas and calculate the potential financial impact of the inspection clause. | {
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Find the most recent property tax assessments for downtown Seattle and advise on how to appeal a commercial property assessment based on these comps. | {
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"tool_dependency": 1,
"error_risk": 0.75,
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Write an SQL query to extract all tenants with overdue rent from Nancy Reagan's rental property database. | {
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} |
Find the three nearest grocery stores to Samantha Jones's new condo at 101 Birch Lane and recommend the best one for organic produce. | {
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"tool_dependency": 1,
"error_risk": 0.25,
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"reasoning_depth": 0.25,
"multi_hop_query": 1
} |
Retrieve the current 10-year Treasury yield and explain its mathematical relationship to optimizing a real estate portfolio's cap rate. | {
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Suggest whether James Wilson should expand the retail space of his commercial building based on the historical population growth rate of his city. | {
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"privacy_risk": 1,
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} |
Find the top-rated real estate agents in Denver and recommend one who specializes in luxury condos. | {
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} |
Pull the current market rents for Class A office space in Chicago and explain the mathematical concept of portfolio volatility as it applies to leasing out Margaret Thompson's 50,000 sq ft commercial plaza. | {
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"tool_dependency": 1,
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"privacy_risk": 1,
"reasoning_depth": 1,
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} |
Explain how the current flood zone map designation affects the insurance requirements for Richard Davis's property at 222 River Road. | {
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Write a Python script to calculate the monthly mortgage payment for Linda Martinez's $350,000 loan at 6.5% interest and suggest an amortization schedule. | {
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Given Elizabeth Taylor's $1 million commercial real estate portfolio, explain the mathematical concept of portfolio volatility as it relates to 1031 exchanges. | {
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} |
What are the current mortgage rates for a jumbo loan in California, and would you recommend buying now or waiting? | {
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"tool_dependency": 1,
"error_risk": 0.75,
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} |
Get the latest inflation data and explain how to mathematically optimize a real estate portfolio's leverage ratio using this inflation rate. | {
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"tool_dependency": 1,
"error_risk": 0,
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} |
Advise on the legal steps to convert Barbara Lee's historic property at 888 Oak St into a duplex under the current building code requirements. | {
"domain_specialization": "real_estate",
"tool_dependency": 1,
"error_risk": 0.75,
"privacy_risk": 1,
"reasoning_depth": 0.75,
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} |
Look up the current definition of an escrow account in the California real estate code. | {
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Identify the most common types of house foundations and recommend which is best for a coastal area. | {
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"error_risk": 0.25,
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} |
What is a lien in real estate? | {
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} |
Find the current average HOA fees in Phoenix and suggest the best Spanish translation for the cost breakdown. | {
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"tool_dependency": 1,
"error_risk": 0,
"privacy_risk": 0,
"reasoning_depth": 0.25,
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} |
Write a SQL query to find all properties sold in the last 30 days, including the necessary columns for a mailing list. | {
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"tool_dependency": 0,
"error_risk": 0.5,
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} |
Write a Python script to calculate the internal rate of return for a rental property and explain how the depreciation recapture tax rule applies to the final output. | {
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"error_risk": 0.5,
"privacy_risk": 0,
"reasoning_depth": 0.75,
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} |
What is the current Federal Reserve interest rate, and write a polite email explaining how it affects mortgage rates. | {
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"tool_dependency": 1,
"error_risk": 0,
"privacy_risk": 0,
"reasoning_depth": 0.5,
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} |
Build an optimization model for maximizing the cash flow from Steven King's 20-unit apartment building under the latest Los Angeles rent control ordinances. | {
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"tool_dependency": 1,
"error_risk": 0.75,
"privacy_risk": 1,
"reasoning_depth": 1,
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} |
Write a SQL query to identify duplexes priced below $300,000 and recommend which columns to include in a comparative market analysis. | {
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"tool_dependency": 0,
"error_risk": 0.5,
"privacy_risk": 0,
"reasoning_depth": 0.25,
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} |
Translate the closing disclosure document summary for Anna Kowalski's $450,000 home purchase into Polish. | {
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"tool_dependency": 0,
"error_risk": 0,
"privacy_risk": 1,
"reasoning_depth": 0,
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} |
What is the average closing cost percentage for a home buyer in Texas? | {
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"tool_dependency": 0,
"error_risk": 0.25,
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"reasoning_depth": 0,
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} |
Write a Python script that calculates the optimal capital structure for a real estate development project and then generates a sensitivity analysis table for varying interest rates. | {
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"tool_dependency": 0,
"error_risk": 0.5,
"privacy_risk": 0,
"reasoning_depth": 1,
"multi_hop_query": 1
} |
Look up the current zoning for Michelle Obama's property in Martha's Vineyard and write a polite email summarizing what a variance is in real estate law. | {
"domain_specialization": "real_estate",
"tool_dependency": 1,
"error_risk": 0,
"privacy_risk": 1,
"reasoning_depth": 0.5,
"multi_hop_query": 0
} |
What is the current assessed value of Taylor Swift's estate in Rhode Island? | {
"domain_specialization": "real_estate",
"tool_dependency": 1,
"error_risk": 0.25,
"privacy_risk": 1,
"reasoning_depth": 0,
"multi_hop_query": 0
} |
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