Continuing our embedding series, how strongly are tone and framing captured in embedding representations and are they sufficient to bias a user query towards documents that have similar tone? Is a query requesting articles framing inflation as a net positive for the economy and society scored most similar to pro-inflation articles, while a query for anti-inflation articles similarly returns lamenting the impact of inflation as its closest matches? Is a query for a specific fact that exists only in one framing able to be surfaced in response to a query for a different framing? In other words, how strongly do embeddings capture tone and framing and can they "see past" that framing as needed?

In some applications, preserving the emotion and framing of text is a critical requirement of embedding models. For example, this makes it possible to search for news coverage laudatory towards Russia to perform a thematic analysis. At the same time, it may be undesirable in other use cases, especially ones relating to factual statements (find the current inflation rate regardless of the tone of the underlying article). Yet, even for factual statements, tone and context can be desired in use cases where the goal is to identify contested facts (who won the election according to each media ecosystem), but undesired where the goal is to identify a consensus fact where the ideal is a blending of tone or a hunt for more clinical tone.

To explore the impact of tone and framing, we presented a major LLM with the following prompts to generate a mix of short and medium-length text framing inflation as good or bad. We then added a series of example user queries to test how each model faired:

Write a 200 word paragraph about inflation that says it is good.
Write a 50 word paragraph about inflation that says it is good.

Write a 200 word paragraph about inflation that says it is bad.
Write a 50 word paragraph about inflation that says it is bad.

The generated sentences are:

sentences = [
    "why is inflation helpful?",
    "why is inflation harmful?",
    "give me a short simple explanation about why inflation is helpful to the economy and society in general",
    "give me a short simple explanation about why inflation is harmful to the economy and society in general",
    "give me a detailed explanation about why inflation is helpful to the economy and society in general",
    "give me a detailed explanation about why inflation is harmful to the economy and society in general",
    "given how helpful inflation is, what is the current inflation rate?",
    "given how harmful inflation is, what is the current inflation rate?",

    "Inflation, when managed within reasonable limits, can have positive effects on an economy. While often perceived negatively, moderate inflation can contribute to economic growth and stability. Here are some reasons why inflation can be considered beneficial. Firstly, a controlled level of inflation encourages spending and investment. When individuals expect prices to rise gradually, they are more likely to make purchases and investments rather than holding onto their money. This stimulates consumer spending and business activity, boosting economic growth. Secondly, inflation can help reduce the burden of debt. As prices rise, the value of money decreases over time. This means that borrowers can repay their debts with money that is worth less than when they initially borrowed it. For individuals and businesses with existing loans, inflation effectively erodes the real value of their debt, making it easier to manage and repay. Furthermore, moderate inflation can incentivize saving and investment in productive assets. When the purchasing power of money gradually declines, individuals are encouraged to seek higher returns on their savings. This can lead to investment in stocks, bonds, or other income-generating assets, fostering capital formation and supporting economic development. Lastly, inflation allows for necessary price adjustments in a dynamic economy. As production costs, wages, and input prices change over time, moderate inflation enables businesses to adjust their prices accordingly. This flexibility helps maintain the relative balance between supply and demand, facilitating efficient resource allocation and market functioning. It is important to note that excessive or uncontrollable inflation can have detrimental effects, eroding consumer purchasing power, distorting economic decision-making, and creating instability. Therefore, central banks and policymakers strive to maintain a delicate balance by implementing appropriate monetary policies to keep inflation within a desirable range. In summary, controlled inflation, when carefully managed, can play a beneficial role in promoting economic growth, reducing debt burdens, encouraging saving and investment, and facilitating price adjustments. By striking the right balance, policymakers can harness the positive aspects of inflation while safeguarding against its potential drawbacks.",
    "Inflation, when managed appropriately, can bring several positive outcomes for an economy. It serves as a catalyst for economic growth and can stimulate consumer spending, investment, and employment. A moderate and controlled level of inflation encourages individuals and businesses to make timely financial decisions, as they anticipate future price increases. This, in turn, promotes economic activity and keeps money circulating within the system. Moreover, inflation allows for adjustments in wages and prices over time, enabling businesses to adapt and respond to changing market conditions. It also incentivizes borrowing and investment, as the value of money decreases over time, encouraging individuals and businesses to utilize available resources for productive purposes. Additionally, a mild inflation rate can reduce the burden of debt for borrowers, effectively lowering the real value of their outstanding loans. This can improve affordability and facilitate economic expansion. Furthermore, inflation can be advantageous for governments by decreasing the real burden of public debt. By eroding the value of outstanding debt, governments have the opportunity to repay their obligations with money that has lost some of its purchasing power. However, it is crucial to maintain a delicate balance and ensure that inflation remains within a reasonable range. Excessive inflation can lead to instability, erode consumer purchasing power, and create uncertainty in the economy. Central banks and policymakers play a crucial role in implementing effective monetary policies to achieve and maintain a favorable inflation rate that promotes economic growth and stability.",
    "Inflation, when managed appropriately, can have positive effects on an economy. While it is often viewed with caution due to its potential to erode purchasing power, a moderate level of inflation can promote economic growth and stability. Here are some reasons why inflation can be considered beneficial: Firstly, inflation encourages consumer spending and investment. When individuals anticipate rising prices, they are incentivized to make purchases and investments sooner rather than later. This boost in demand stimulates economic activity and can spur business expansion and job creation. Secondly, inflation can incentivize borrowing and reduce the burden of debt. As prices rise over time, the value of money decreases, leading to a decrease in the real value of outstanding debts. This mechanism allows borrowers to repay their loans with potentially less financial strain, supporting economic growth and facilitating capital flow. Furthermore, inflation can facilitate necessary adjustments in wages and prices. In a dynamic economy, certain sectors may require wage increases to attract and retain talent. Additionally, inflation allows for relative price adjustments, enabling markets to respond to changing supply and demand dynamics more efficiently. Moreover, a modest level of inflation can provide central banks with greater flexibility in implementing monetary policy. By targeting a positive inflation rate, central banks can influence interest rates and maintain price stability, helping to prevent deflationary spirals and fostering a more predictable and controllable economic environment. However, it is important to note that excessive or uncontrolled inflation can have adverse consequences, such as reduced consumer purchasing power, economic instability, and income inequality. Therefore, maintaining a balance and keeping inflation within a moderate range is crucial for reaping its potential benefits while mitigating its drawbacks. Overall, when inflation is properly managed, it can contribute to a healthy and growing economy, encouraging spending, investment, debt management, and market adjustments. By understanding the dynamics of inflation and implementing appropriate policies, governments and central banks can harness its positive aspects to promote economic prosperity and stability.",
    "Inflation, when managed appropriately, can have positive effects on an economy. While it is often viewed with caution due to its potential to erode purchasing power, a moderate level of inflation can promote economic growth and stability. Here are some reasons why inflation can be considered beneficial: Firstly, inflation encourages consumer spending and investment. When individuals anticipate rising prices, they are incentivized to make purchases and investments sooner rather than later. This boost in demand stimulates economic activity and can spur business expansion and job creation. Secondly, inflation can incentivize borrowing and reduce the burden of debt. As prices rise over time, the value of money decreases, leading to a decrease in the real value of outstanding debts. This mechanism allows borrowers to repay their loans with potentially less financial strain, supporting economic growth and facilitating capital flow. Furthermore, inflation can facilitate necessary adjustments in wages and prices. In a dynamic economy, certain sectors may require wage increases to attract and retain talent. Additionally, inflation allows for relative price adjustments, enabling markets to respond to changing supply and demand dynamics more efficiently. Moreover, a modest level of inflation can provide central banks with greater flexibility in implementing monetary policy. By targeting a positive inflation rate, central banks can influence interest rates and maintain price stability, helping to prevent deflationary spirals and fostering a more predictable and controllable economic environment. However, it is important to note that excessive or uncontrolled inflation can have adverse consequences, such as reduced consumer purchasing power, economic instability, and income inequality. Therefore, maintaining a balance and keeping inflation within a moderate range is crucial for reaping its potential benefits while mitigating its drawbacks. Overall, when inflation is properly managed, it can contribute to a healthy and growing economy, encouraging spending, investment, debt management, and market adjustments. By understanding the dynamics of inflation and implementing appropriate policies, governments and central banks can harness its positive aspects to promote economic prosperity and stability. In fact, the inflation rate is now running 4.9%.",

    "Inflation, when properly managed, can encourage spending, investment, and debt management, while facilitating market adjustments. It promotes economic growth and stability, incentivizes borrowing, and provides flexibility for monetary policy. With appropriate control, inflation can be beneficial for a thriving economy.",
    "Inflation, when appropriately managed, can stimulate economic growth, encourage consumer spending and investment, facilitate necessary price adjustments, and provide flexibility for monetary policy. Its controlled presence can contribute to a healthy and dynamic economy.",
    "Inflation, when properly controlled, can stimulate economic activity, encourage consumer spending, and facilitate necessary adjustments in wages and prices, ultimately contributing to a healthy and growing economy.",

    "Inflation, especially when it exceeds a moderate level, can have detrimental effects on an economy and individuals. There are several reasons why high inflation is considered unfavorable: Firstly, inflation erodes the purchasing power of money. As prices rise, individuals can buy fewer goods and services with the same amount of money, leading to a decline in their standard of living. This reduction in purchasing power affects both consumers and businesses, as the cost of production and consumption increases. Secondly, high inflation can create economic uncertainty and instability. Rapid and unpredictable price increases make it challenging for businesses to plan and make informed decisions. Investors may become reluctant to allocate capital, and consumers may delay purchases, resulting in reduced economic activity and potential job losses. Furthermore, inflation can exacerbate income inequality. When prices rise, individuals with fixed incomes or low-wage workers may struggle to keep up with the increasing cost of living. Meanwhile, those with higher incomes or assets tend to have more resources to withstand inflationary pressures, widening the wealth gap. Moreover, inflation can disrupt long-term financial planning and investment. High inflation rates make it difficult for individuals to accurately estimate future expenses, such as retirement or education costs. This uncertainty hampers financial stability and can lead to suboptimal investment decisions. Overall, while mild inflation can have certain benefits, high or hyperinflation poses significant challenges for individuals, businesses, and the overall economy. It erodes purchasing power, creates instability, worsens income inequality, and undermines long-term financial planning. Therefore, maintaining price stability and keeping inflation within manageable levels are crucial for sustainable economic growth and the well-being of individuals and society.",
    "Inflation, especially when it reaches high levels or spirals out of control, can have detrimental effects on an economy and its participants. Here are some reasons why inflation is often viewed as a negative phenomenon: Firstly, inflation erodes the purchasing power of individuals and households. As prices rise, the value of money diminishes, meaning that the same amount of currency can buy fewer goods and services over time. This reduction in purchasing power can lead to a decline in the standard of living, especially for those with fixed incomes or savings. Secondly, inflation can create economic uncertainty and volatility. When prices rise rapidly and unpredictably, businesses and consumers struggle to plan and make informed financial decisions. This uncertainty can lead to reduced investment, diminished consumer confidence, and a slowdown in economic activity, negatively impacting overall growth and stability. Furthermore, inflation can contribute to income inequality. Inflation affects different segments of society unequally, with those on fixed incomes or with lower wages suffering the most. Wealthier individuals, who have greater capacity to absorb rising costs, may be better positioned to protect their assets and maintain their purchasing power. Moreover, high inflation can distort resource allocation and hinder long-term economic planning. Businesses may be reluctant to invest or expand due to uncertainty about future costs and returns. Additionally, lenders may become more cautious, making it harder for individuals and businesses to access credit, thereby hindering investment and entrepreneurial activities. It is worth noting that moderate inflation, within a reasonable range, can be a sign of a healthy and growing economy. However, when inflation becomes excessive or uncontrolled, it poses significant challenges and risks to individuals, businesses, and the overall stability of an economy. Therefore, maintaining price stability and implementing appropriate monetary policies are crucial to mitigate the negative impact of inflation.",
    "Inflation, particularly when it becomes excessive or uncontrollable, can have detrimental effects on individuals, businesses, and the overall economy. Here are some reasons why inflation is often seen as problematic: Firstly, high inflation erodes the purchasing power of individuals and households. As prices rise, the value of money decreases, leading to a decrease in the quantity of goods and services that can be purchased with the same amount of money. This reduction in purchasing power reduces the standard of living and can create financial hardship for those on fixed incomes or with limited resources. Secondly, inflation can disrupt business operations and investment decisions. When prices rise rapidly, businesses face increased costs for raw materials, labor, and other inputs. This can squeeze profit margins, reduce competitiveness, and hinder long-term planning and investment. Uncertainty regarding future price levels can also deter businesses from making essential investment decisions, leading to a slowdown in economic growth. Furthermore, inflation can create income inequality. Not all individuals and businesses are equally equipped to cope with rising prices. Those with higher incomes or access to assets that appreciate with inflation may fare better, while lower-income individuals and vulnerable groups face the brunt of the impact. This can exacerbate social and economic disparities, widening the gap between the rich and the poor. Moreover, inflation can undermine the value of savings and investments. When inflation outpaces the returns on savings or investment vehicles, the real value of these assets diminishes over time. This discourages saving and long-term financial planning, which can have implications for future economic stability and retirement security. Overall, while a moderate level of inflation is considered normal in most economies, high or volatile inflation can be detrimental. It erodes purchasing power, disrupts business operations, exacerbates income inequality, and undermines the value of savings and investments. Maintaining price stability and implementing appropriate monetary policies are crucial to mitigating the negative impacts of inflation and fostering a stable and sustainable economic environment.",
    "Inflation, particularly when it becomes excessive or uncontrollable, can have detrimental effects on individuals, businesses, and the overall economy. Here are some reasons why inflation is often seen as problematic: Firstly, high inflation erodes the purchasing power of individuals and households. As prices rise, the value of money decreases, leading to a decrease in the quantity of goods and services that can be purchased with the same amount of money. This reduction in purchasing power reduces the standard of living and can create financial hardship for those on fixed incomes or with limited resources. Secondly, inflation can disrupt business operations and investment decisions. When prices rise rapidly, businesses face increased costs for raw materials, labor, and other inputs. This can squeeze profit margins, reduce competitiveness, and hinder long-term planning and investment. Uncertainty regarding future price levels can also deter businesses from making essential investment decisions, leading to a slowdown in economic growth. Furthermore, inflation can create income inequality. Not all individuals and businesses are equally equipped to cope with rising prices. Those with higher incomes or access to assets that appreciate with inflation may fare better, while lower-income individuals and vulnerable groups face the brunt of the impact. This can exacerbate social and economic disparities, widening the gap between the rich and the poor. Moreover, inflation can undermine the value of savings and investments. When inflation outpaces the returns on savings or investment vehicles, the real value of these assets diminishes over time. This discourages saving and long-term financial planning, which can have implications for future economic stability and retirement security. Overall, while a moderate level of inflation is considered normal in most economies, high or volatile inflation can be detrimental. It erodes purchasing power, disrupts business operations, exacerbates income inequality, and undermines the value of savings and investments. Maintaining price stability and implementing appropriate monetary policies are crucial to mitigating the negative impacts of inflation and fostering a stable and sustainable economic environment. In fact, the inflation rate is now running 4.9%.",

    "High and uncontrolled inflation can erode purchasing power, reduce the value of savings, and create economic instability. It can lead to increased costs of living, decreased consumer confidence, and hinder long-term planning, posing challenges to individuals, businesses, and the overall economy.",
    "Excessive inflation can erode purchasing power, diminish the value of savings, and create economic instability. It can lead to higher costs of living, reduced consumer confidence, and income inequality, posing significant challenges for individuals, businesses, and the overall economy.",
    "Excessive inflation can erode purchasing power, reduce the value of savings, and create economic instability. It can lead to rising costs for businesses, reduced consumer confidence, and income inequality, ultimately hindering economic growth and burdening individuals and households with higher living expenses.",

    "what is inflation?",
    "what is the inflation rate?",

]

As before, we'll use our embedding visualization template to cluster the generated passages using six models: the English-only USEv4, the larger English-only USEv5-Large, the 16-language USEv3-Multilingual and the larger 16-language USEv3-Multilingual-Large models (supporting 16 languages: Arabic, Chinese-simplified, Chinese-traditional, English, French, German, Italian, Japanese, Korean, Dutch, Polish, Portuguese, Spanish, Thai, Turkish, Russian), the 100-language LaBSEv2 model optimized for translation-pair scoring and the Vertex AI Embeddings for Text API.

The end result is that length affinity tends to outperform context affinity and the models struggle significantly with framing affinity. Vertex performs the best of the models considered with framing alignment, but still fails to systematically correctly score the sentences, demonstrating the limitations of contextual framing affinity with divergent chunking lengths.

For ranking the results, we used the following code (example for USE shown below):

def showQueryResults(sentID, bestSents):
    print("Sentence ", sentID, ":")
    for index in np.argsort(-simmatrix[sentID]):
        prefix = "***" if index in bestSents else "   "
        print(prefix + "(" + "{:.3f}".format(simmatrix[sentID][index]) + ") (ID " + str(index) + ") (Len: " + str(len(sentences[index])) + "): " + sentences[index][:75])
    print("\n")

#USE
print("\nUSE")
%time results = embed_use(sentences)
simmatrix = np.inner(results, results)
print(simmatrix)
showQueryResults(0, range(8,14))
showQueryResults(1, range(15, 21))
showQueryResults(2, range(8,14))
showQueryResults(3, range(15, 21))
showQueryResults(4, range(8,14))
showQueryResults(5, range(15, 21))
showQueryResults(6, [11, 18])
showQueryResults(7, [11, 18])
showQueryResults(22, [])
showQueryResults(23, [11, 18])
embedPCAVisual2D(results, "USE")
embedPCAVisual3D(results, "USE")

Vertex AI

Vertex strongly preserves emotion, however, length affinity often overwhelms contextual affinity. Look closely at the ordering of results to the context-aware prompts ("why is inflation harmful?" vs "why is inflation helpful?") and you'll notice that shorter passages are ranked more highly overall than longer ones, with a shorter passage of opposite context outranking a longer one of the correct context. For example, look at the results for Sentence 1 ("why is inflation harmful?"). The third most-similar response is "why is inflation helpful?" followed by the 4th and 5th most similar results also opening with "inflation is helpful". Sentence 22 offers an interesting look at Vertex's innate "values" with "what is inflation" largely ranking negative articles more highly in response to the query than positive ones, reflecting its training data. Sentences 6 & 7 are interesting in that when asked to find the current inflation rate (a buried fact) with respect to "helpful" inflation the two correct answers are highly separated, while for "harmful" inflation they are grouped together. In general, sentences aligned with the tone of the prompt are scored as more similar to the prompt, but shorter passages appear first and length affinity often overcomes framing affinity. This reinforces that chunking decisions play an existential role in the ability of embeddings to perform usable similarity comparisons. Strangely, when looking at the 2D and 3D projections below and DBSCAN-assigned clustering, the results are not clearly or strongly stratified by framing: there is not essentially a vertical line with pro-inflation articles on one side and anti-inflation articles on the other like is seen with topical stratification. This suggests that sentiment stratification is not as visible or structural in embedding representations.

[[0.99999986 0.85899009 0.86631495 0.7797733  0.86225285 0.77972765 0.80074733 0.68102059 0.77595311 0.77029323 0.78110592 0.7688321  0.79827904 0.78676704 0.80136333 0.7316964  0.73448779 0.72827796 0.71578482 0.70835495 0.70383559 0.7195909  0.7533575  0.67944726]
 [0.85899009 0.99999976 0.79232906 0.86179889 0.79727182 0.86316363 0.72710035 0.77286457 0.73709962 0.7254505  0.7401318  0.73749844 0.72212295 0.71532191 0.72639369 0.77486807 0.78460556 0.78395375 0.77682932 0.77169631 0.77594145 0.78870654 0.77974554 0.68337278]
 [0.86631495 0.79232906 0.999999   0.93663981 0.96331469 0.90179015 0.74222245 0.6660265  0.79097437 0.78301315 0.79413659 0.78819585 0.79284195 0.77587488 0.78732209 0.76380235 0.7625154  0.75991266 0.75311515 0.71341992 0.70977208 0.72266796 0.70766742 0.63668593]
 [0.7797733  0.86179889 0.93663981 0.9999989  0.90164304 0.96020701 0.69144934 0.71452111 0.76425126 0.7591457  0.76668238 0.76776039 0.74489564 0.7337024  0.74440808 0.80513816 0.80879918 0.80959384 0.80610856 0.77247004 0.77485863 0.78637262 0.71889694 0.64425811]
 [0.86225285 0.79727182 0.96331469 0.90164304 0.9999991  0.94224303 0.7438468  0.66921394 0.78994817 0.78673289 0.79524387 0.78737924 0.79276462 0.77646411 0.78285488 0.77405879 0.77128531 0.77062419 0.76090588 0.72225964 0.72519767 0.73921031 0.70040365 0.63971797]
 [0.77972765 0.86316363 0.90179015 0.96020701 0.94224303 0.99999915 0.69892005 0.71970639 0.76670595 0.76652926 0.77153552 0.7700909  0.7496997  0.73953902 0.7445833  0.81445653 0.81663312 0.81876895 0.81211217 0.77993766 0.78799061 0.80024671 0.71603201 0.6510513 ]
 [0.80074733 0.72710035 0.74222245 0.69144934 0.7438468  0.69892005 0.9999994  0.91917691 0.69194032 0.70691137 0.70378948 0.73492837 0.72706211 0.7146893  0.72253386 0.67946734 0.66924313 0.66849707 0.69232561 0.66261362 0.65615609 0.65591162 0.75248189 0.84379522]
 [0.68102059 0.77286457 0.6660265  0.71452111 0.66921394 0.71970639 0.91917691 0.99999936 0.65087804 0.66610446 0.66268681 0.70132041 0.66019767 0.6498101  0.65823809 0.68864275 0.67987088 0.6828779  0.71101869 0.68485606 0.68439694 0.68374023 0.74238534 0.83899839]
 [0.77595311 0.73709962 0.79097437 0.76425126 0.78994817 0.76670595 0.69194032 0.65087804 0.99999566 0.97318775 0.9874734  0.975778   0.94294396 0.91142504 0.895636   0.89391707 0.92414381 0.91011446 0.8988237  0.84251882 0.82857973 0.83877197 0.65453446 0.62288128]
 [0.77029323 0.7254505  0.78301315 0.7591457  0.78673289 0.76652926 0.70691137 0.66610446 0.97318775 0.99999569 0.97226361 0.96035773 0.93922577 0.92165722 0.91084198 0.89760038 0.9110997  0.90598576 0.89294457 0.85474876 0.84193736 0.84332827 0.66318775 0.64780036]
 [0.78110592 0.7401318  0.79413659 0.76668238 0.79524387 0.77153552 0.70378948 0.66268681 0.9874734  0.97226361 0.99999528 0.98770134 0.94434446 0.91369962 0.90067407 0.90224804 0.92663136 0.9151547  0.90381367 0.84775795 0.83822899 0.84552441 0.65412622 0.63268572]
 [0.7688321  0.73749844 0.78819585 0.76776039 0.78737924 0.7700909  0.73492837 0.70132041 0.975778   0.96035773 0.98770134 0.9999947  0.93267481 0.90274059 0.89003499 0.90055666 0.92165004 0.91202666 0.92273842 0.84647645 0.83602682 0.8416504  0.6651335  0.6665241 ]
 [0.79827904 0.72212295 0.79284195 0.74489564 0.79276462 0.7496997  0.72706211 0.66019767 0.94294396 0.93922577 0.94434446 0.93267481 0.99999789 0.96299336 0.94361478 0.8355871  0.86022744 0.85354926 0.84099438 0.81282457 0.80166366 0.81497162 0.65367279 0.61832348]
 [0.78676704 0.71532191 0.77587488 0.7337024  0.77646411 0.73953902 0.7146893  0.6498101  0.91142504 0.92165722 0.91369962 0.90274059 0.96299336 0.99999814 0.96540691 0.81923862 0.83757566 0.83611894 0.82408257 0.81168561 0.79727026 0.8153714  0.6535283  0.61705449]
 [0.80136333 0.72639369 0.78732209 0.74440808 0.78285488 0.7445833  0.72253386 0.65823809 0.895636   0.91084198 0.90067407 0.89003499 0.94361478 0.96540691 0.99999867 0.81352694 0.82632948 0.82290699 0.81055697 0.80955684 0.79913132 0.81474161 0.66480865 0.6271716 ]
 [0.7316964  0.77486807 0.76380235 0.80513816 0.77405879 0.81445653 0.67946734 0.68864275 0.89391707 0.89760038 0.90224804 0.90055666 0.8355871  0.81923862 0.81352694 0.99999549 0.97051734 0.9734012  0.96415362 0.91432227 0.90796557 0.90347191 0.66481079 0.65752003]
 [0.73448779 0.78460556 0.7625154  0.80879918 0.77128531 0.81663312 0.66924313 0.67987088 0.92414381 0.9110997  0.92663136 0.92165004 0.86022744 0.83757566 0.82632948 0.97051734 0.99999441 0.9832342  0.97203039 0.90810762 0.89937451 0.90077603 0.67487091 0.63993516]
 [0.72827796 0.78395375 0.75991266 0.80959384 0.77062419 0.81876895 0.66849707 0.6828779  0.91011446 0.90598576 0.9151547  0.91202666 0.85354926 0.83611894 0.82290699 0.9734012  0.9832342  0.99999401 0.98881181 0.91498887 0.91024386 0.91076335 0.66959897 0.64204472]
 [0.71578482 0.77682932 0.75311515 0.80610856 0.76090588 0.81211217 0.69232561 0.71101869 0.8988237  0.89294457 0.90381367 0.92273842 0.84099438 0.82408257 0.81055697 0.96415362 0.97203039 0.98881181 0.99999338 0.9041743  0.89988854 0.89959889 0.6767561  0.66811547]
 [0.70835495 0.77169631 0.71341992 0.77247004 0.72225964 0.77993766 0.66261362 0.68485606 0.84251882 0.85474876 0.84775795 0.84647645 0.81282457 0.81168561 0.80955684 0.91432227 0.90810762 0.91498887 0.9041743  0.99999715 0.96493146 0.9492356  0.67160919 0.66438139]
 [0.70383559 0.77594145 0.70977208 0.77485863 0.72519767 0.78799061 0.65615609 0.68439694 0.82857973 0.84193736 0.83822899 0.83602682 0.80166366 0.79727026 0.79913132 0.90796557 0.89937451 0.91024386 0.89988854 0.96493146 0.99999735 0.97584696 0.67053626 0.65216596]
 [0.7195909  0.78870654 0.72266796 0.78637262 0.73921031 0.80024671 0.65591162 0.68374023 0.83877197 0.84332827 0.84552441 0.8416504  0.81497162 0.8153714  0.81474161 0.90347191 0.90077603 0.91076335 0.89959889 0.9492356  0.97584696 0.99999717 0.66863281 0.64080339]
 [0.7533575  0.77974554 0.70766742 0.71889694 0.70040365 0.71603201 0.75248189 0.74238534 0.65453446 0.66318775 0.65412622 0.6651335  0.65367279 0.6535283  0.66480865 0.66481079 0.67487091 0.66959897 0.6767561  0.67160919 0.67053626 0.66863281 0.99999997 0.79017133]
 [0.67944726 0.68337278 0.63668593 0.64425811 0.63971797 0.6510513  0.84379522 0.83899839 0.62288128 0.64780036 0.63268572 0.6665241  0.61832348 0.61705449 0.6271716  0.65752003 0.63993516 0.64204472 0.66811547 0.66438139 0.65216596 0.64080339 0.79017133 0.99999972]]

Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.866) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.862) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.859) (ID 1) (Len: 25): why is inflation harmful?
   (0.801) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.801) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
***(0.798) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.787) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.781) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.780) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.780) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
***(0.776) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.770) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.769) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.753) (ID 22) (Len: 18): what is inflation?
   (0.734) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.732) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.728) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.720) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.716) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.708) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.704) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.681) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.679) (ID 23) (Len: 27): what is the inflation rate?


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.863) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.862) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.859) (ID 0) (Len: 25): why is inflation helpful?
   (0.797) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.792) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.789) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.785) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.784) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.780) (ID 22) (Len: 18): what is inflation?
***(0.777) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.776) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.775) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.773) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.772) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.740) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.737) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.737) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.727) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.726) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.725) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.722) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.715) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.683) (ID 23) (Len: 27): what is the inflation rate?


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.963) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.937) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.902) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.866) (ID 0) (Len: 25): why is inflation helpful?
***(0.794) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.793) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.792) (ID 1) (Len: 25): why is inflation harmful?
***(0.791) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.788) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.787) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.783) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.776) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.764) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.763) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.760) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.753) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.742) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.723) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.713) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.710) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.708) (ID 22) (Len: 18): what is inflation?
   (0.666) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.637) (ID 23) (Len: 27): what is the inflation rate?


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.960) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.937) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.902) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.862) (ID 1) (Len: 25): why is inflation harmful?
***(0.810) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.809) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.806) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.805) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.786) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.780) (ID 0) (Len: 25): why is inflation helpful?
***(0.775) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.772) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.768) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.767) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.764) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.759) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.745) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.744) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.734) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.719) (ID 22) (Len: 18): what is inflation?
   (0.715) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.691) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.644) (ID 23) (Len: 27): what is the inflation rate?


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.963) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.942) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.902) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.862) (ID 0) (Len: 25): why is inflation helpful?
   (0.797) (ID 1) (Len: 25): why is inflation harmful?
***(0.795) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.793) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.790) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.787) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.787) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.783) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.776) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.774) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.771) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.771) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.761) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.744) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.739) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.725) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.722) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.700) (ID 22) (Len: 18): what is inflation?
   (0.669) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.640) (ID 23) (Len: 27): what is the inflation rate?


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.960) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.942) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.902) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.863) (ID 1) (Len: 25): why is inflation harmful?
***(0.819) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.817) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.814) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.812) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.800) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.788) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.780) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.780) (ID 0) (Len: 25): why is inflation helpful?
   (0.772) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.770) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.767) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.767) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.750) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.745) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.740) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.720) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.716) (ID 22) (Len: 18): what is inflation?
   (0.699) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.651) (ID 23) (Len: 27): what is the inflation rate?


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.919) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.844) (ID 23) (Len: 27): what is the inflation rate?
   (0.801) (ID 0) (Len: 25): why is inflation helpful?
   (0.752) (ID 22) (Len: 18): what is inflation?
   (0.744) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.742) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.735) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.727) (ID 1) (Len: 25): why is inflation harmful?
   (0.727) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.723) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.715) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.707) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.704) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.699) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
***(0.692) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.692) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.691) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.679) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.669) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.668) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.663) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.656) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.656) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.919) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.839) (ID 23) (Len: 27): what is the inflation rate?
   (0.773) (ID 1) (Len: 25): why is inflation harmful?
   (0.742) (ID 22) (Len: 18): what is inflation?
   (0.720) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.715) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
***(0.711) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.701) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.689) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.685) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.684) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.684) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.683) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.681) (ID 0) (Len: 25): why is inflation helpful?
   (0.680) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.669) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.666) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.666) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.663) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.660) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.658) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.651) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.650) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.790) (ID 23) (Len: 27): what is the inflation rate?
   (0.780) (ID 1) (Len: 25): why is inflation harmful?
   (0.753) (ID 0) (Len: 25): why is inflation helpful?
   (0.752) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.742) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.719) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.716) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.708) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.700) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.677) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.675) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.672) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.671) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.670) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.669) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.665) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.665) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.665) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.663) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.655) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.654) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.654) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.654) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.844) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.839) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.790) (ID 22) (Len: 18): what is inflation?
   (0.683) (ID 1) (Len: 25): why is inflation harmful?
   (0.679) (ID 0) (Len: 25): why is inflation helpful?
***(0.668) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.667) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.664) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.658) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.652) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.651) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.648) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.644) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.642) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.641) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.640) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.640) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.637) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.633) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.627) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.623) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.618) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.617) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou

Universal Sentence Encoder

USE results are somewhat similar to those of Vertex, though contextual affinity is less strong in some of the results.

[[0.9999999 0.77771163 0.62798685 0.5695996 0.6192882 0.5555582 0.6625196 0.6021323 0.4021039 0.38172084 0.431148 0.44185632 0.38601422 0.30483192 0.33644602 0.36459225 0.39031625 0.3873831 0.40160716 0.25700462 0.27062756 0.23600227 0.7638031 0.67273605]
[0.77771163 1. 0.54374105 0.6691574 0.5403496 0.6631668 0.5976825 0.6996497 0.4420811 0.4012074 0.42904416 0.43854907 0.32526803 0.29003978 0.3066955 0.39583832 0.4304615 0.42690724 0.44063312 0.2889505 0.27562967 0.25219464 0.7250445 0.6568907 ]
[0.62798685 0.54374105 1. 0.9208472 0.9551958 0.8719429 0.5937041 0.5229677 0.50136983 0.48983562 0.49495238 0.50102365 0.42344433 0.37376606 0.4635109 0.446796 0.4698045 0.44230488 0.45322406 0.37129918 0.38499612 0.32295203 0.5291963 0.5200237 ]
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[0.6192882 0.5403496 0.9551958 0.88351893 0.9999998 0.9178754 0.59493923 0.5281447 0.47765338 0.46213317 0.46422815 0.47013462 0.42054415 0.38206077 0.47810608 0.41717452 0.43121016 0.40468675 0.41580886 0.3503818 0.35516465 0.29324484 0.54850006 0.5315124 ]
[0.5555582 0.6631668 0.8719429 0.95587885 0.9178754 0.99999964 0.5489678 0.57507676 0.46821716 0.44961905 0.44008672 0.44476327 0.3844098 0.35974658 0.4514045 0.42842814 0.4445785 0.41799968 0.4278401 0.37241054 0.3658898 0.30511624 0.5237388 0.50474834]
[0.6625196 0.5976825 0.5937041 0.55154103 0.59493923 0.5489678 1. 0.93475133 0.48306423 0.46288854 0.49011406 0.50607044 0.41739547 0.3630094 0.39499044 0.40542546 0.4278278 0.41951144 0.44380444 0.29524773 0.27799898 0.24715886 0.71135545 0.80523515]
[0.6021323 0.6996497 0.5229677 0.57338905 0.5281447 0.57507676 0.93475133 1. 0.47202116 0.447964 0.46829557 0.48337463 0.38775486 0.35037726 0.37219882 0.40682822 0.4266105 0.4224937 0.44472802 0.31479537 0.28031832 0.26573694 0.70162195 0.7867824 ]
[0.4021039 0.4420811 0.50136983 0.5022151 0.47765338 0.46821716 0.48306423 0.47202116 0.99999976 0.91545045 0.9332992 0.9335133 0.68975055 0.6357414 0.645401 0.8156829 0.844366 0.8264282 0.8346863 0.671857 0.62353075 0.6264446 0.43165556 0.42435628]
[0.38172084 0.4012074 0.48983562 0.48707458 0.46213317 0.44961905 0.46288854 0.447964 0.91545045 1.0000001 0.92908275 0.92605627 0.7601392 0.6790464 0.67767876 0.8165456 0.83977455 0.8083824 0.8139074 0.7128329 0.687509 0.689344 0.40969014 0.39712948]
[0.431148 0.42904416 0.49495238 0.48005572 0.46422815 0.44008672 0.49011406 0.46829557 0.9332992 0.92908275 0.99999976 0.9983461 0.74077296 0.67110527 0.6644778 0.8192991 0.85784805 0.8295225 0.836457 0.67058957 0.64117754 0.65446246 0.4329782 0.42970008]
[0.44185632 0.43854907 0.50102365 0.4847635 0.47013462 0.44476327 0.50607044 0.48337463 0.9335133 0.92605627 0.9983461 1. 0.73295426 0.66257346 0.6574538 0.81684554 0.85552955 0.82612425 0.8358283 0.6641236 0.63152796 0.64297104 0.44432425 0.44361132]
[0.38601422 0.32526803 0.42344433 0.4072888 0.42054415 0.3844098 0.41739547 0.38775486 0.68975055 0.7601392 0.74077296 0.73295426 1. 0.8539716 0.7622766 0.5904243 0.62012255 0.60008574 0.59766924 0.6184603 0.6098914 0.62666273 0.38269204 0.33740565]
[0.30483192 0.29003978 0.37376606 0.37119862 0.38206077 0.35974658 0.3630094 0.35037726 0.6357414 0.6790464 0.67110527 0.66257346 0.8539716 1. 0.83226407 0.5281597 0.55717963 0.5517595 0.54826313 0.597448 0.6043227 0.6235617 0.32534838 0.29833645]
[0.33644602 0.3066955 0.4635109 0.45368433 0.47810608 0.4514045 0.39499044 0.37219882 0.645401 0.67767876 0.6644778 0.6574538 0.7622766 0.83226407 0.9999999 0.5430749 0.55014133 0.5475199 0.5467237 0.63823473 0.6580801 0.6589744 0.3446362 0.31970343]
[0.36459225 0.39583832 0.446796 0.46909305 0.41717452 0.42842814 0.40542546 0.40682822 0.8156829 0.8165456 0.8192991 0.81684554 0.5904243 0.5281597 0.5430749 1.0000001 0.93858695 0.9169114 0.9170624 0.7539612 0.7502752 0.7486168 0.41221982 0.37273666]
[0.39031625 0.4304615 0.4698045 0.49167517 0.43121016 0.4445785 0.4278278 0.4266105 0.844366 0.83977455 0.85784805 0.85552955 0.62012255 0.55717963 0.55014133 0.93858695 0.99999964 0.9467354 0.9477731 0.76490545 0.7235266 0.7235427 0.43112743 0.39476722]
[0.3873831 0.42690724 0.44230488 0.46403044 0.40468675 0.41799968 0.41951144 0.4224937 0.8264282 0.8083824 0.8295225 0.82612425 0.60008574 0.5517595 0.5475199 0.9169114 0.9467354 0.9999995 0.99762666 0.74193186 0.71508884 0.7207867 0.40303624 0.37351108]
[0.40160716 0.44063312 0.45322406 0.47316355 0.41580886 0.4278401 0.44380444 0.44472802 0.8346863 0.8139074 0.836457 0.8358283 0.59766924 0.54826313 0.5467237 0.9170624 0.9477731 0.99762666 1.0000002 0.73414445 0.7027446 0.7052409 0.42166758 0.3962602 ]
[0.25700462 0.2889505 0.37129918 0.41454428 0.3503818 0.37241054 0.29524773 0.31479537 0.671857 0.7128329 0.67058957 0.6641236 0.6184603 0.597448 0.63823473 0.7539612 0.76490545 0.74193186 0.73414445 0.9999999 0.8976586 0.84034204 0.3101881 0.29238403]
[0.27062756 0.27562967 0.38499612 0.41348964 0.35516465 0.3658898 0.27799898 0.28031832 0.62353075 0.687509 0.64117754 0.63152796 0.6098914 0.6043227 0.6580801 0.7502752 0.7235266 0.71508884 0.7027446 0.8976586 0.99999976 0.9188501 0.28872824 0.24546051]
[0.23600227 0.25219464 0.32295203 0.3529531 0.29324484 0.30511624 0.24715886 0.26573694 0.6264446 0.689344 0.65446246 0.64297104 0.62666273 0.6235617 0.6589744 0.7486168 0.7235427 0.7207867 0.7052409 0.84034204 0.9188501 0.99999964 0.2511512 0.21778563]
[0.7638031 0.7250445 0.5291963 0.5151087 0.54850006 0.5237388 0.71135545 0.70162195 0.43165556 0.40969014 0.4329782 0.44432425 0.38269204 0.32534838 0.3446362 0.41221982 0.43112743 0.40303624 0.42166758 0.3101881 0.28872824 0.2511512 1. 0.85569847]
[0.67273605 0.6568907 0.5200237 0.5043571 0.5315124 0.50474834 0.80523515 0.7867824 0.42435628 0.39712948 0.42970008 0.44361132 0.33740565 0.29833645 0.31970343 0.37273666 0.39476722 0.37351108 0.3962602 0.29238403 0.24546051 0.21778563 0.85569847 0.99999976]]

Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.778) (ID 1) (Len: 25): why is inflation harmful?
   (0.764) (ID 22) (Len: 18): what is inflation?
   (0.673) (ID 23) (Len: 27): what is the inflation rate?
   (0.663) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.628) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.619) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.602) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.570) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.556) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
***(0.442) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.431) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.402) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.402) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.390) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.387) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.386) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.382) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.365) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.336) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.305) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.271) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.257) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.236) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.778) (ID 0) (Len: 25): why is inflation helpful?
   (0.725) (ID 22) (Len: 18): what is inflation?
   (0.700) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.669) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.663) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.657) (ID 23) (Len: 27): what is the inflation rate?
   (0.598) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.544) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.540) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.442) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.441) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.439) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.430) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.429) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.427) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.401) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.396) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.325) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.307) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.290) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.289) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.276) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.252) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.955) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.921) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.872) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.628) (ID 0) (Len: 25): why is inflation helpful?
   (0.594) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.544) (ID 1) (Len: 25): why is inflation harmful?
   (0.529) (ID 22) (Len: 18): what is inflation?
   (0.523) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.520) (ID 23) (Len: 27): what is the inflation rate?
***(0.501) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.501) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.495) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.490) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.470) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.464) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.453) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.447) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.442) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.423) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.385) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.374) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.371) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.323) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.956) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.921) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.884) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.669) (ID 1) (Len: 25): why is inflation harmful?
   (0.573) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.570) (ID 0) (Len: 25): why is inflation helpful?
   (0.552) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.515) (ID 22) (Len: 18): what is inflation?
   (0.504) (ID 23) (Len: 27): what is the inflation rate?
   (0.502) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.492) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.487) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.485) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.480) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.473) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.469) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.464) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.454) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.415) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.413) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.407) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.371) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.353) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.955) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.918) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.884) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.619) (ID 0) (Len: 25): why is inflation helpful?
   (0.595) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.549) (ID 22) (Len: 18): what is inflation?
   (0.540) (ID 1) (Len: 25): why is inflation harmful?
   (0.532) (ID 23) (Len: 27): what is the inflation rate?
   (0.528) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.478) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.478) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.470) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.464) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.462) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.431) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.421) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.417) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.416) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.405) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.382) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.355) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.350) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.293) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.956) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.918) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.872) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.663) (ID 1) (Len: 25): why is inflation harmful?
   (0.575) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.556) (ID 0) (Len: 25): why is inflation helpful?
   (0.549) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.524) (ID 22) (Len: 18): what is inflation?
   (0.505) (ID 23) (Len: 27): what is the inflation rate?
   (0.468) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.451) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.450) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.445) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.445) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.440) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.428) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.428) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.418) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.384) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.372) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.366) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.360) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.305) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.935) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.805) (ID 23) (Len: 27): what is the inflation rate?
   (0.711) (ID 22) (Len: 18): what is inflation?
   (0.663) (ID 0) (Len: 25): why is inflation helpful?
   (0.598) (ID 1) (Len: 25): why is inflation harmful?
   (0.595) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.594) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.552) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.549) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
***(0.506) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.490) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.483) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.463) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.444) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.428) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.420) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.417) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.405) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.395) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.363) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.295) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.278) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.247) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.935) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.787) (ID 23) (Len: 27): what is the inflation rate?
   (0.702) (ID 22) (Len: 18): what is inflation?
   (0.700) (ID 1) (Len: 25): why is inflation harmful?
   (0.602) (ID 0) (Len: 25): why is inflation helpful?
   (0.575) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.573) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.528) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.523) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.483) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.472) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.468) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.448) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.445) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.427) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.422) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.407) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.388) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.372) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.350) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.315) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.280) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.266) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.856) (ID 23) (Len: 27): what is the inflation rate?
   (0.764) (ID 0) (Len: 25): why is inflation helpful?
   (0.725) (ID 1) (Len: 25): why is inflation harmful?
   (0.711) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.702) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.549) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.529) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.524) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.515) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.444) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.433) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.432) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.431) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.422) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.412) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.410) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.403) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.383) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.345) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.325) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.310) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.289) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.251) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.856) (ID 22) (Len: 18): what is inflation?
   (0.805) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.787) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.673) (ID 0) (Len: 25): why is inflation helpful?
   (0.657) (ID 1) (Len: 25): why is inflation harmful?
   (0.532) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.520) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.505) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.504) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
***(0.444) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.430) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.424) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.397) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.396) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.395) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.374) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.373) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.337) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.320) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.298) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.292) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.245) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.218) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings

Universal Sentence Encoder Large

USE Large does not appear to significantly improve upon USE, though it does yield slightly stronger clustering.

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Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.839) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.838) (ID 1) (Len: 25): why is inflation harmful?
   (0.832) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.750) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.745) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.716) (ID 22) (Len: 18): what is inflation?
   (0.669) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.638) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.626) (ID 23) (Len: 27): what is the inflation rate?
***(0.476) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.470) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.466) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.464) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.458) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.456) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.445) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.416) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.412) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.365) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.364) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.358) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.332) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.284) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.874) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.864) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.838) (ID 0) (Len: 25): why is inflation helpful?
   (0.756) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.755) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.702) (ID 22) (Len: 18): what is inflation?
   (0.690) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.607) (ID 23) (Len: 27): what is the inflation rate?
   (0.595) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
***(0.514) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.504) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.495) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.484) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.479) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.478) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.474) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.471) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.464) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.432) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.428) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.391) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.365) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.340) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.989) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.926) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.913) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.832) (ID 0) (Len: 25): why is inflation helpful?
   (0.755) (ID 1) (Len: 25): why is inflation harmful?
   (0.683) (ID 22) (Len: 18): what is inflation?
   (0.597) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.575) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.555) (ID 23) (Len: 27): what is the inflation rate?
***(0.525) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.525) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.518) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.514) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.511) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.510) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.475) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.470) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.465) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.464) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.424) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.416) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.392) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.389) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.991) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.926) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.912) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.864) (ID 1) (Len: 25): why is inflation harmful?
   (0.745) (ID 0) (Len: 25): why is inflation helpful?
   (0.663) (ID 22) (Len: 18): what is inflation?
   (0.628) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.565) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
***(0.556) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.552) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.552) (ID 23) (Len: 27): what is the inflation rate?
   (0.539) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.526) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.522) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.522) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.518) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.517) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.513) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.486) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
***(0.452) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.443) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.400) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.366) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.989) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.919) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.912) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.839) (ID 0) (Len: 25): why is inflation helpful?
   (0.756) (ID 1) (Len: 25): why is inflation harmful?
   (0.690) (ID 22) (Len: 18): what is inflation?
   (0.612) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.589) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.566) (ID 23) (Len: 27): what is the inflation rate?
***(0.539) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.539) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.534) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.530) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.528) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.526) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.492) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.488) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.475) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.459) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.420) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.413) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.388) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.382) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.991) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.919) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.913) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.874) (ID 1) (Len: 25): why is inflation harmful?
   (0.750) (ID 0) (Len: 25): why is inflation helpful?
   (0.669) (ID 22) (Len: 18): what is inflation?
   (0.643) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.576) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
***(0.569) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.563) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.562) (ID 23) (Len: 27): what is the inflation rate?
   (0.548) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.532) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.530) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.530) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.528) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.526) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.522) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.482) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.448) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.446) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.393) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.359) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.956) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.894) (ID 23) (Len: 27): what is the inflation rate?
   (0.746) (ID 22) (Len: 18): what is inflation?
   (0.669) (ID 0) (Len: 25): why is inflation helpful?
   (0.612) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.597) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.595) (ID 1) (Len: 25): why is inflation harmful?
   (0.576) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.565) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.503) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.487) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.481) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.481) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.475) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.470) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.441) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.427) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.426) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.369) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.336) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.318) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.318) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.278) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.956) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.877) (ID 23) (Len: 27): what is the inflation rate?
   (0.744) (ID 22) (Len: 18): what is inflation?
   (0.690) (ID 1) (Len: 25): why is inflation harmful?
   (0.643) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.638) (ID 0) (Len: 25): why is inflation helpful?
   (0.628) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.589) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.575) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.500) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.495) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.492) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.489) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.483) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.482) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.453) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.453) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.420) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.411) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.356) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.324) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.321) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.312) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.811) (ID 23) (Len: 27): what is the inflation rate?
   (0.746) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.744) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.716) (ID 0) (Len: 25): why is inflation helpful?
   (0.702) (ID 1) (Len: 25): why is inflation harmful?
   (0.690) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.683) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.669) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.663) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.496) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.495) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.491) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.474) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.467) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.463) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.454) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.450) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.445) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.430) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.380) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.374) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.359) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.332) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.894) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.877) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.811) (ID 22) (Len: 18): what is inflation?
   (0.626) (ID 0) (Len: 25): why is inflation helpful?
   (0.607) (ID 1) (Len: 25): why is inflation harmful?
   (0.566) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.562) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.555) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.552) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.453) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.434) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.432) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.431) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.427) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.425) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.424) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.389) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.388) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.387) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.342) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.327) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.326) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.298) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu

Universal Sentence Encoder Multilingual

USE Multilingual also seems to perform worse than Vertex, with the correct passages systematically appearing lower in the results for each query and it exhibits more diffuse clustering.

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Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.891) (ID 1) (Len: 25): why is inflation harmful?
   (0.835) (ID 22) (Len: 18): what is inflation?
   (0.824) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.782) (ID 23) (Len: 27): what is the inflation rate?
   (0.777) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.724) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.715) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.689) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.686) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
***(0.540) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.527) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.515) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.494) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.486) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.485) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.477) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.472) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.424) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.321) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.310) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.298) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.295) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.236) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.891) (ID 0) (Len: 25): why is inflation helpful?
   (0.837) (ID 22) (Len: 18): what is inflation?
   (0.820) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.774) (ID 23) (Len: 27): what is the inflation rate?
   (0.773) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.729) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.692) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.636) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.601) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.526) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.515) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.510) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.505) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.500) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.495) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.493) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.446) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.377) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.323) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.321) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.315) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.298) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.267) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.969) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.965) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.928) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.689) (ID 0) (Len: 25): why is inflation helpful?
   (0.652) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.601) (ID 1) (Len: 25): why is inflation harmful?
   (0.599) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.542) (ID 22) (Len: 18): what is inflation?
   (0.528) (ID 23) (Len: 27): what is the inflation rate?
***(0.460) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.457) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.456) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.447) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.429) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.428) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.425) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.425) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.394) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.387) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.382) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.373) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.335) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.292) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.969) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.967) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.942) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.692) (ID 1) (Len: 25): why is inflation harmful?
   (0.686) (ID 0) (Len: 25): why is inflation helpful?
   (0.666) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.659) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.579) (ID 22) (Len: 18): what is inflation?
   (0.557) (ID 23) (Len: 27): what is the inflation rate?
***(0.497) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.487) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.484) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.480) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.475) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.471) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.460) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.446) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.410) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.403) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.402) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.397) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.350) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.324) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.967) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.965) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.942) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.724) (ID 0) (Len: 25): why is inflation helpful?
   (0.675) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.636) (ID 1) (Len: 25): why is inflation harmful?
   (0.623) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.574) (ID 22) (Len: 18): what is inflation?
   (0.555) (ID 23) (Len: 27): what is the inflation rate?
***(0.463) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.460) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.459) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.457) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.445) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.444) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.440) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.434) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.398) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.387) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.373) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.365) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.323) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.281) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.967) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.967) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.928) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.729) (ID 1) (Len: 25): why is inflation harmful?
   (0.715) (ID 0) (Len: 25): why is inflation helpful?
   (0.685) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.683) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.610) (ID 22) (Len: 18): what is inflation?
   (0.582) (ID 23) (Len: 27): what is the inflation rate?
***(0.501) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.484) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.483) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.480) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.479) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.475) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.473) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.443) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.401) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.399) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.397) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.385) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.334) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.310) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.972) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.863) (ID 23) (Len: 27): what is the inflation rate?
   (0.827) (ID 22) (Len: 18): what is inflation?
   (0.824) (ID 0) (Len: 25): why is inflation helpful?
   (0.773) (ID 1) (Len: 25): why is inflation harmful?
   (0.685) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.675) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.666) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.652) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.573) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.572) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.556) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.520) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.517) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.514) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.499) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.492) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.474) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.368) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.349) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.312) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.305) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.251) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.972) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.861) (ID 23) (Len: 27): what is the inflation rate?
   (0.834) (ID 22) (Len: 18): what is inflation?
   (0.820) (ID 1) (Len: 25): why is inflation harmful?
   (0.777) (ID 0) (Len: 25): why is inflation helpful?
   (0.683) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.659) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.623) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.599) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.573) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.569) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.557) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.548) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.539) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.522) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.510) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.507) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.449) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.356) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.342) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.329) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.317) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.273) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.918) (ID 23) (Len: 27): what is the inflation rate?
   (0.837) (ID 1) (Len: 25): why is inflation harmful?
   (0.835) (ID 0) (Len: 25): why is inflation helpful?
   (0.834) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.827) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.610) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.579) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.574) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.542) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.482) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.481) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.475) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.471) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.460) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.458) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.446) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.428) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.361) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.291) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.287) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.279) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.264) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.225) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.918) (ID 22) (Len: 18): what is inflation?
   (0.863) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.861) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.782) (ID 0) (Len: 25): why is inflation helpful?
   (0.774) (ID 1) (Len: 25): why is inflation harmful?
   (0.582) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.557) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.555) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.528) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.472) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.457) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.456) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.442) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.427) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.422) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.419) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.412) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.343) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.259) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.254) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.239) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.236) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.198) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu

Universal Sentence Encoder Multilingual Large

USE Large is fairly similar.

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 [0.5038788  0.47097838 0.5519497  0.51540077 0.52332234 0.4890679  0.44724268 0.4206704  0.9784434  0.96448994 0.99999976 0.9886471  0.65958077 0.4565656  0.41200596 0.9319017  0.9381138  0.92695594 0.92277735 0.47422928 0.5194043  0.5631957  0.5019171  0.431159  ]
 [0.49161774 0.4586324  0.54237676 0.5055349  0.5145455  0.47998112 0.45216453 0.42509755 0.9692992  0.9533383  0.9886471  0.99999976 0.6479583  0.44798207 0.40153342 0.9225308  0.92758304 0.92103565 0.9283949  0.46580985 0.51198095 0.55519867 0.49045575 0.4283486 ]
 [0.40792078 0.30957088 0.4285183  0.3577422  0.39698797 0.32532513 0.36376762 0.27810568 0.6565007  0.70614254 0.65958077 0.6479583  0.99999964 0.7867712  0.61393297 0.572288   0.6031362  0.5650737  0.5586759  0.49465978 0.48586285 0.5433564  0.3981046  0.33155924]
 [0.24787518 0.18189758 0.30085054 0.2544828  0.27717763 0.22679192 0.24825084 0.19143087 0.45934713 0.4792419  0.4565656  0.44798207 0.7867712  1.         0.76628584 0.40670797 0.41664028 0.4139138  0.4081518  0.43390548 0.41664666 0.47620285 0.27101788 0.23831168]
 [0.2725386  0.20094852 0.34195164 0.28586757 0.321719   0.26077223 0.26902807 0.20336083 0.40131623 0.45433396 0.41200596 0.40153342 0.61393297 0.76628584 1.         0.38719636 0.37519512 0.3658913  0.35850498 0.47964823 0.4739139  0.5530871  0.28205448 0.25318438]
 [0.48526216 0.5167284  0.54000896 0.54627514 0.5109577  0.52160186 0.4446979  0.46991342 0.9235311  0.91204613 0.9319017  0.9225308  0.572288   0.40670797 0.38719636 0.99999976 0.96358246 0.9628533  0.9570582  0.52608454 0.5741781  0.61446446 0.49752146 0.43586555]
 [0.47508755 0.5234728  0.54526716 0.56114674 0.52016306 0.54099274 0.42749125 0.4690886  0.93947446 0.91749954 0.9381138  0.92758304 0.6031362  0.41664028 0.37519512 0.96358246 0.99999994 0.97081983 0.96450734 0.5358739  0.5916739  0.6276046  0.50456685 0.43460566]
 [0.4350227  0.48564726 0.51272243 0.530526   0.48428327 0.5062951  0.3857062  0.43193635 0.9393874  0.8927243  0.92695594 0.92103565 0.5650737  0.4139138  0.3658913  0.9628533  0.97081983 0.99999994 0.99665844 0.51879644 0.5620135  0.5955803  0.46494627 0.3993858 ]
 [0.42916483 0.47793972 0.5059262  0.5225403  0.4779502  0.49876636 0.39144516 0.43596703 0.9362837  0.88664067 0.92277735 0.9283949  0.5586759  0.4081518  0.35850498 0.9570582  0.96450734 0.99665844 0.9999998  0.51081306 0.55381894 0.58859634 0.45726764 0.396883  ]
 [0.2378847  0.28454152 0.31493458 0.33328104 0.29656285 0.31582007 0.19623035 0.23692295 0.47556764 0.4799222  0.47422928 0.46580985 0.49465978 0.43390548 0.47964823 0.52608454 0.5358739  0.51879644 0.51081306 1.         0.87374777 0.8289448  0.28242218 0.23238952]
 [0.30189148 0.34796923 0.37745532 0.39342028 0.35625428 0.37392902 0.25646684 0.298011   0.5066852  0.5238293  0.5194043  0.51198095 0.48586285 0.41664666 0.4739139  0.5741781  0.5916739  0.5620135  0.55381894 0.87374777 1.0000001  0.9054506  0.34340996 0.28260732]
 [0.3389855  0.3858693  0.40983528 0.42503235 0.38249764 0.40212482 0.29937783 0.3424458  0.5578842  0.566167   0.5631957  0.55519867 0.5433564  0.47620285 0.5530871  0.61446446 0.6276046  0.5955803  0.58859634 0.8289448  0.9054506  0.9999994  0.38303375 0.32958716]
 [0.71246576 0.7015907  0.6945647  0.67137206 0.68190897 0.6650274  0.71933746 0.71445704 0.47289395 0.52468467 0.5019171  0.49045575 0.3981046  0.27101788 0.28205448 0.49752146 0.50456685 0.46494627 0.45726764 0.28242218 0.34340996 0.38303375 0.99999994 0.89959306]
 [0.65705645 0.6570796  0.6230328  0.60924625 0.62794995 0.6199298  0.8006612  0.80223197 0.4037428  0.44446617 0.431159   0.4283486  0.33155924 0.23831168 0.25318438 0.43586555 0.43460566 0.3993858  0.396883   0.23238952 0.28260732 0.32958716 0.89959306 0.9999999 ]]

Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.797) (ID 1) (Len: 25): why is inflation harmful?
   (0.792) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.768) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.759) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.712) (ID 22) (Len: 18): what is inflation?
   (0.675) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.657) (ID 23) (Len: 27): what is the inflation rate?
   (0.654) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.587) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.504) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.492) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.486) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.485) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.475) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.475) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.435) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.429) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.408) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.339) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.302) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.273) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.248) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.238) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.820) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.806) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.797) (ID 0) (Len: 25): why is inflation helpful?
   (0.769) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.702) (ID 22) (Len: 18): what is inflation?
   (0.689) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.661) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.657) (ID 23) (Len: 27): what is the inflation rate?
   (0.615) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
***(0.523) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.517) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.486) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.478) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.471) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.459) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.448) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.447) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.386) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.348) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.310) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.285) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.201) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.182) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.967) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.916) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.880) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.792) (ID 0) (Len: 25): why is inflation helpful?
   (0.703) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.695) (ID 22) (Len: 18): what is inflation?
   (0.689) (ID 1) (Len: 25): why is inflation harmful?
   (0.623) (ID 23) (Len: 27): what is the inflation rate?
   (0.593) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.554) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.552) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.545) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.542) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.540) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.531) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.513) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.506) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.429) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.410) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.377) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.342) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.315) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.301) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.967) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.916) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.879) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.820) (ID 1) (Len: 25): why is inflation harmful?
   (0.709) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.675) (ID 0) (Len: 25): why is inflation helpful?
   (0.671) (ID 22) (Len: 18): what is inflation?
   (0.616) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.609) (ID 23) (Len: 27): what is the inflation rate?
***(0.561) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.546) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.531) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.523) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.515) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.511) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.506) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.499) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.425) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.393) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.358) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.333) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.286) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.254) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.967) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.908) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.879) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.768) (ID 0) (Len: 25): why is inflation helpful?
   (0.711) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.682) (ID 22) (Len: 18): what is inflation?
   (0.661) (ID 1) (Len: 25): why is inflation harmful?
   (0.628) (ID 23) (Len: 27): what is the inflation rate?
   (0.599) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.529) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.523) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.520) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.515) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.511) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.499) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.484) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.478) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.397) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.382) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.356) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.322) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.297) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.277) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.967) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.908) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.880) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.806) (ID 1) (Len: 25): why is inflation harmful?
   (0.727) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.665) (ID 22) (Len: 18): what is inflation?
   (0.654) (ID 0) (Len: 25): why is inflation helpful?
   (0.625) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.620) (ID 23) (Len: 27): what is the inflation rate?
***(0.541) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.522) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.506) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.499) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.489) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.488) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.480) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.471) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.402) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.374) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.325) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
***(0.316) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.261) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.227) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.850) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.801) (ID 23) (Len: 27): what is the inflation rate?
   (0.759) (ID 0) (Len: 25): why is inflation helpful?
   (0.719) (ID 22) (Len: 18): what is inflation?
   (0.711) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.703) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.625) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.616) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.615) (ID 1) (Len: 25): why is inflation harmful?
***(0.452) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.449) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.447) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.445) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.427) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.416) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.391) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.386) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.364) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.299) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.269) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.256) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.248) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.196) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.850) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.802) (ID 23) (Len: 27): what is the inflation rate?
   (0.769) (ID 1) (Len: 25): why is inflation harmful?
   (0.727) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.714) (ID 22) (Len: 18): what is inflation?
   (0.709) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.599) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.593) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.587) (ID 0) (Len: 25): why is inflation helpful?
   (0.470) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.469) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.436) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.432) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.425) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.422) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.421) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.396) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.342) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.298) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.278) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.237) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.203) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.191) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.900) (ID 23) (Len: 27): what is the inflation rate?
   (0.719) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.714) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.712) (ID 0) (Len: 25): why is inflation helpful?
   (0.702) (ID 1) (Len: 25): why is inflation harmful?
   (0.695) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.682) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.671) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.665) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.525) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.505) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.502) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.498) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.490) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.473) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.465) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.457) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.398) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.383) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.343) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.282) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.282) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.271) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.900) (ID 22) (Len: 18): what is inflation?
   (0.802) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.801) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.657) (ID 1) (Len: 25): why is inflation harmful?
   (0.657) (ID 0) (Len: 25): why is inflation helpful?
   (0.628) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.623) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.620) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.609) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.444) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.436) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.435) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.431) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.428) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.404) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.399) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.397) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.332) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.330) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.283) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.253) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.238) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.232) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu

LaBSE

LaBSE performs the worst overall, systematically scoring the correct answers as less relevant.

[[0.9999999 0.87498236 0.4444582 0.38262764 0.44874 0.38211882 0.62887 0.5083469 0.2629904 0.23779085 0.26139048 0.26139048 0.42246413 0.45878983 0.44896275 0.2252019 0.21412607 0.21601683 0.21601683 0.28889167 0.33269268 0.3316896 0.72165513 0.6975345 ]
[0.87498236 0.99999976 0.35008603 0.3779822 0.35985333 0.38568497 0.5594286 0.6155413 0.24694419 0.22874516 0.24003871 0.24003871 0.3765248 0.4081412 0.39103854 0.26412138 0.2480596 0.2517763 0.2517763 0.33582544 0.3767162 0.3679056 0.74450266 0.72183794]
[0.4444582 0.35008603 1.0000004 0.9754211 0.93257076 0.9045244 0.3690822 0.28308597 0.25154668 0.24042392 0.23743148 0.23743148 0.26667285 0.2915788 0.31119236 0.23638673 0.25552878 0.2628243 0.2628243 0.31090364 0.34507036 0.29142034 0.3343537 0.3042539 ]
[0.38262764 0.3779822 0.9754211 0.99999964 0.90376544 0.92490387 0.33023393 0.3222538 0.2268686 0.22189334 0.21181963 0.21181963 0.2276501 0.25001827 0.27361313 0.2404378 0.25729823 0.26692358 0.26692358 0.3273666 0.35677302 0.2979594 0.33011913 0.2995932 ]
[0.44874 0.35985333 0.93257076 0.90376544 0.9999999 0.97443706 0.3742736 0.29636618 0.23234548 0.22789049 0.22070602 0.22070602 0.2741267 0.2939602 0.32541037 0.23454618 0.25499374 0.25767282 0.25767282 0.28418988 0.3235949 0.26641044 0.33391818 0.30300412]
[0.38211882 0.38568497 0.9045244 0.92490387 0.97443706 0.99999976 0.3325966 0.33557066 0.20575888 0.20839806 0.19377083 0.19377083 0.23372376 0.25129643 0.28683266 0.23898795 0.2573979 0.26177007 0.26177007 0.298383 0.33344704 0.27110368 0.33125347 0.30055782]
[0.62887 0.5594286 0.3690822 0.33023393 0.3742736 0.3325966 1.0000002 0.9119942 0.26851773 0.26901737 0.28002283 0.28002283 0.38724 0.41111398 0.37987533 0.21709521 0.21583916 0.2065773 0.2065773 0.20978029 0.23662645 0.24184485 0.61436296 0.68862647]
[0.5083469 0.6155413 0.28308597 0.3222538 0.29636618 0.33557066 0.9119942 0.99999994 0.22889933 0.23197933 0.23662591 0.23662591 0.31543624 0.342176 0.3153457 0.22301568 0.21616204 0.20977056 0.20977056 0.22499502 0.2451214 0.24914141 0.62082404 0.7055699 ]
[0.2629904 0.24694419 0.25154668 0.2268686 0.23234548 0.20575888 0.26851773 0.22889933 1. 0.9344109 0.9461156 0.9461156 0.6838691 0.6410435 0.6116285 0.9112096 0.9154447 0.9090619 0.9090619 0.63424635 0.62621546 0.68957615 0.15635453 0.16973087]
[0.23779085 0.22874516 0.24042392 0.22189334 0.22789049 0.20839806 0.26901737 0.23197933 0.9344109 0.9999996 0.94636476 0.94636476 0.7331388 0.6914331 0.6548929 0.8786073 0.8908844 0.8786373 0.8786373 0.6565597 0.6475277 0.70114344 0.13837719 0.1582334 ]
[0.26139048 0.24003871 0.23743148 0.21181963 0.22070602 0.19377083 0.28002283 0.23662591 0.9461156 0.94636476 0.99999994 0.99999994 0.7152079 0.6724534 0.6365535 0.8744476 0.8807843 0.8653128 0.8653128 0.5857376 0.57305163 0.6390347 0.13625115 0.16313678]
[0.26139048 0.24003871 0.23743148 0.21181963 0.22070602 0.19377083 0.28002283 0.23662591 0.9461156 0.94636476 0.99999994 0.99999994 0.7152079 0.6724534 0.6365535 0.8744476 0.8807843 0.8653128 0.8653128 0.5857376 0.57305163 0.6390347 0.13625115 0.16313678]
[0.42246413 0.3765248 0.26667285 0.2276501 0.2741267 0.23372376 0.38724 0.31543624 0.6838691 0.7331388 0.7152079 0.7152079 1.0000001 0.9360961 0.8457327 0.5638876 0.5760716 0.5544684 0.5544684 0.62798166 0.59729576 0.63775253 0.30084568 0.32340884]
[0.45878983 0.4081412 0.2915788 0.25001827 0.2939602 0.25129643 0.41111398 0.342176 0.6410435 0.6914331 0.6724534 0.6724534 0.9360961 1.0000002 0.9211676 0.5406809 0.55104214 0.5315689 0.5315689 0.66116595 0.6355716 0.6747416 0.3137095 0.3486089 ]
[0.44896275 0.39103854 0.31119236 0.27361313 0.32541037 0.28683266 0.37987533 0.3153457 0.6116285 0.6548929 0.6365535 0.6365535 0.8457327 0.9211676 1. 0.5176078 0.5294851 0.5246841 0.5246841 0.65538573 0.6387561 0.6856892 0.30566117 0.3284886 ]
[0.2252019 0.26412138 0.23638673 0.2404378 0.23454618 0.23898795 0.21709521 0.22301568 0.9112096 0.8786073 0.8744476 0.8744476 0.5638876 0.5406809 0.5176078 1. 0.9742212 0.9697706 0.9697706 0.71038574 0.69865876 0.7300526 0.1562481 0.16179857]
[0.21412607 0.2480596 0.25552878 0.25729823 0.25499374 0.2573979 0.21583916 0.21616204 0.9154447 0.8908844 0.8807843 0.8807843 0.5760716 0.55104214 0.5294851 0.9742212 0.9999999 0.9780153 0.9780153 0.7002597 0.68845975 0.7233921 0.1347849 0.14625044]
[0.21601683 0.2517763 0.2628243 0.26692358 0.25767282 0.26177007 0.2065773 0.20977056 0.9090619 0.8786373 0.8653128 0.8653128 0.5544684 0.5315689 0.5246841 0.9697706 0.9780153 0.9999998 0.9999998 0.6988798 0.70272654 0.7275865 0.12880525 0.14024332]
[0.21601683 0.2517763 0.2628243 0.26692358 0.25767282 0.26177007 0.2065773 0.20977056 0.9090619 0.8786373 0.8653128 0.8653128 0.5544684 0.5315689 0.5246841 0.9697706 0.9780153 0.9999998 0.9999998 0.6988798 0.70272654 0.7275865 0.12880525 0.14024332]
[0.28889167 0.33582544 0.31090364 0.3273666 0.28418988 0.298383 0.20978029 0.22499502 0.63424635 0.6565597 0.5857376 0.5857376 0.62798166 0.66116595 0.65538573 0.71038574 0.7002597 0.6988798 0.6988798 1.0000001 0.9403354 0.92692804 0.21861377 0.23090518]
[0.33269268 0.3767162 0.34507036 0.35677302 0.3235949 0.33344704 0.23662645 0.2451214 0.62621546 0.6475277 0.57305163 0.57305163 0.59729576 0.6355716 0.6387561 0.69865876 0.68845975 0.70272654 0.70272654 0.9403354 1. 0.9642598 0.2627089 0.2669403 ]
[0.3316896 0.3679056 0.29142034 0.2979594 0.26641044 0.27110368 0.24184485 0.24914141 0.68957615 0.70114344 0.6390347 0.6390347 0.63775253 0.6747416 0.6856892 0.7300526 0.7233921 0.7275865 0.7275865 0.92692804 0.9642598 1. 0.2604797 0.2780217 ]
[0.72165513 0.74450266 0.3343537 0.33011913 0.33391818 0.33125347 0.61436296 0.62082404 0.15635453 0.13837719 0.13625115 0.13625115 0.30084568 0.3137095 0.30566117 0.1562481 0.1347849 0.12880525 0.12880525 0.21861377 0.2627089 0.2604797 1.0000002 0.9089364 ]
[0.6975345 0.72183794 0.3042539 0.2995932 0.30300412 0.30055782 0.68862647 0.7055699 0.16973087 0.1582334 0.16313678 0.16313678 0.32340884 0.3486089 0.3284886 0.16179857 0.14625044 0.14024332 0.14024332 0.23090518 0.2669403 0.2780217 0.9089364 1. ]]

Sentence  0 :
   (1.000) (ID 0) (Len: 25): why is inflation helpful?
   (0.875) (ID 1) (Len: 25): why is inflation harmful?
   (0.722) (ID 22) (Len: 18): what is inflation?
   (0.698) (ID 23) (Len: 27): what is the inflation rate?
   (0.629) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.508) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.459) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.449) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.449) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.444) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.422) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.383) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.382) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.333) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.332) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.289) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.263) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.261) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.261) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
***(0.238) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.225) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.216) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.216) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.214) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control


Sentence  1 :
   (1.000) (ID 1) (Len: 25): why is inflation harmful?
   (0.875) (ID 0) (Len: 25): why is inflation helpful?
   (0.745) (ID 22) (Len: 18): what is inflation?
   (0.722) (ID 23) (Len: 27): what is the inflation rate?
   (0.616) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.559) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.408) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.391) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.386) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.378) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
***(0.377) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.377) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.368) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.360) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.350) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
***(0.336) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.264) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.252) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.252) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.248) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.247) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.240) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.240) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.229) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 


Sentence  2 :
   (1.000) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.975) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.933) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.905) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.444) (ID 0) (Len: 25): why is inflation helpful?
   (0.369) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.350) (ID 1) (Len: 25): why is inflation harmful?
   (0.345) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.334) (ID 22) (Len: 18): what is inflation?
   (0.311) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.311) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.304) (ID 23) (Len: 27): what is the inflation rate?
***(0.292) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.291) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.283) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.267) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.263) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.263) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.256) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
***(0.252) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.240) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.237) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.237) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.236) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta


Sentence  3 :
   (1.000) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.975) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.925) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.904) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.383) (ID 0) (Len: 25): why is inflation helpful?
   (0.378) (ID 1) (Len: 25): why is inflation harmful?
***(0.357) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.330) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.330) (ID 22) (Len: 18): what is inflation?
***(0.327) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.322) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.300) (ID 23) (Len: 27): what is the inflation rate?
   (0.298) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.274) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
***(0.267) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.267) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.257) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.250) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.240) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.228) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.227) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.222) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.212) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.212) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ


Sentence  4 :
   (1.000) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.974) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.933) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.904) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.449) (ID 0) (Len: 25): why is inflation helpful?
   (0.374) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.360) (ID 1) (Len: 25): why is inflation harmful?
   (0.334) (ID 22) (Len: 18): what is inflation?
   (0.325) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.324) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.303) (ID 23) (Len: 27): what is the inflation rate?
   (0.296) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.294) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.284) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
***(0.274) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.266) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.258) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.258) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.255) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.235) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
***(0.232) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
***(0.228) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
***(0.221) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.221) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ


Sentence  5 :
   (1.000) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.974) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.925) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.905) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.386) (ID 1) (Len: 25): why is inflation harmful?
   (0.382) (ID 0) (Len: 25): why is inflation helpful?
   (0.336) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
***(0.333) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.333) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.331) (ID 22) (Len: 18): what is inflation?
   (0.301) (ID 23) (Len: 27): what is the inflation rate?
***(0.298) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.287) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.271) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
***(0.262) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.262) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.257) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.251) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
***(0.239) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.234) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.208) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.206) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.194) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.194) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ


Sentence  6 :
   (1.000) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.912) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.689) (ID 23) (Len: 27): what is the inflation rate?
   (0.629) (ID 0) (Len: 25): why is inflation helpful?
   (0.614) (ID 22) (Len: 18): what is inflation?
   (0.559) (ID 1) (Len: 25): why is inflation harmful?
   (0.411) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.387) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.380) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.374) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.369) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.333) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.330) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.280) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.280) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.269) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.269) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.242) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.237) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.217) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.216) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.210) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.207) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.207) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha


Sentence  7 :
   (1.000) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.912) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.706) (ID 23) (Len: 27): what is the inflation rate?
   (0.621) (ID 22) (Len: 18): what is inflation?
   (0.616) (ID 1) (Len: 25): why is inflation harmful?
   (0.508) (ID 0) (Len: 25): why is inflation helpful?
   (0.342) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.336) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.322) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.315) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.315) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.296) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.283) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.249) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.245) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.237) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.237) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.232) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.229) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.225) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.223) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.216) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.210) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.210) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha


Sentence  22 :
   (1.000) (ID 22) (Len: 18): what is inflation?
   (0.909) (ID 23) (Len: 27): what is the inflation rate?
   (0.745) (ID 1) (Len: 25): why is inflation harmful?
   (0.722) (ID 0) (Len: 25): why is inflation helpful?
   (0.621) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.614) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.334) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.334) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.331) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.330) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.314) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.306) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.301) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.263) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.260) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.219) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.156) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.156) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.138) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.136) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
   (0.136) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.135) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.129) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
   (0.129) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha


Sentence  23 :
   (1.000) (ID 23) (Len: 27): what is the inflation rate?
   (0.909) (ID 22) (Len: 18): what is inflation?
   (0.722) (ID 1) (Len: 25): why is inflation harmful?
   (0.706) (ID 7) (Len: 67): given how harmful inflation is, what is the current inflation rate?
   (0.698) (ID 0) (Len: 25): why is inflation helpful?
   (0.689) (ID 6) (Len: 67): given how helpful inflation is, what is the current inflation rate?
   (0.349) (ID 13) (Len: 271): Inflation, when appropriately managed, can stimulate economic growth, encou
   (0.328) (ID 14) (Len: 214): Inflation, when properly controlled, can stimulate economic activity, encou
   (0.323) (ID 12) (Len: 320): Inflation, when properly managed, can encourage spending, investment, and d
   (0.304) (ID 2) (Len: 103): give me a short simple explanation about why inflation is helpful to the ec
   (0.303) (ID 4) (Len: 99): give me a detailed explanation about why inflation is helpful to the econom
   (0.301) (ID 5) (Len: 99): give me a detailed explanation about why inflation is harmful to the econom
   (0.300) (ID 3) (Len: 103): give me a short simple explanation about why inflation is harmful to the ec
   (0.278) (ID 21) (Len: 312): Excessive inflation can erode purchasing power, reduce the value of savings
   (0.267) (ID 20) (Len: 286): Excessive inflation can erode purchasing power, diminish the value of savin
   (0.231) (ID 19) (Len: 296): High and uncontrolled inflation can erode purchasing power, reduce the valu
   (0.170) (ID 8) (Len: 2378): Inflation, when managed within reasonable limits, can have positive effects
   (0.163) (ID 10) (Len: 2323): Inflation, when managed appropriately, can have positive effects on an econ
***(0.163) (ID 11) (Len: 2372): Inflation, when managed appropriately, can have positive effects on an econ
   (0.162) (ID 15) (Len: 1940): Inflation, especially when it exceeds a moderate level, can have detrimenta
   (0.158) (ID 9) (Len: 1677): Inflation, when managed appropriately, can bring several positive outcomes 
   (0.146) (ID 16) (Len: 2077): Inflation, especially when it reaches high levels or spirals out of control
   (0.140) (ID 17) (Len: 2271): Inflation, particularly when it becomes excessive or uncontrollable, can ha
***(0.140) (ID 18) (Len: 2320): Inflation, particularly when it becomes excessive or uncontrollable, can ha