[
    {
        "instruction": "What was the name of IBM\u2019s first product?",
        "input": "",
        "output": "IBM\u2019s first product, as mentioned in the document, was the tabulating machine. The tabulating machine was invented by Herman Hollerith and became a marquee technology for the company.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "Instead of the last instruction, we can also ask: What is an interesting fact about IBM\u2019s first product?",
        "input": "",
        "output": "An interesting fact about IBM\u2019s first product is that it was invented by Herman Hollerith as a response to automating calculations in the US Census Office. This tabulating machine, based on punched cards, became the foundation for the development of computers and the binary system of zeros and ones still used in information processing today.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "What were Watson\u2019s key actions that helped IBM grow to become a significant player in information technology?",
        "input": "",
        "output": "Watson\u2019s key actions that contributed to IBM\u2019s growth and success included:\n- Focusing resources on the tabulating machine, sensing the imminent demand for this type of information technology.\n- De-emphasizing the scale and the time clock.\n- Expanding operations internationally and renaming C-T-R to International Business Machines in 1924.\n\nThese actions allowed IBM to become a significant player in every stage of the evolution of information technology.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "Can the information in this document be used to understand the history of IBM\u2019s early products and their impact on the development of computers?",
        "input": "",
        "output": "Yes, the document provides a detailed account of IBM\u2019s origins and its first product, the tabulating machine. The tabulating machine is described as an essential tool for the US Census Bureau and is later adopted by various businesses. It is also mentioned that this technology paved the way for the development of computers and their binary system.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "poll\nWhat are the key milestones in IBM's history?",
        "input": "",
        "output": "IBM\u2019s key milestones include the merger of Hollerith Tabulating Machine Company, Computing Scale Company, and International Time Recording Company to form Computing-Tabulating-Recording Company in 1911, and the appointment of Thomas J. Watson as CEO in 1914, who transformed IBM into a global technology leader.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "What was the reason behind Thomas J. Watson renaming C-T-R to International Business Machines?",
        "input": "",
        "output": "The reason behind Thomas J. Watson renaming C-T-R to International Business Machines in 1924 was to reflect the company's growing international presence and its expanding product portfolio beyond mere tabulating machines. By adopting a more inclusive name, IBM aimed to emphasize its commitment to becoming a leading player in the evolving field of information technology.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
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        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
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        "instruction": "poll\nHow did Watson manage to create a unified company with a strong culture at C-T-R?",
        "input": "",
        "output": "Watson managed to create a unified company with a strong culture at C-T-R by focusing on the tabulating machine, sensing its potential demand in the future, and de-emphasizing other products like the scale and time clock. By doing so, Watson redirected resources towards a single<|assistant|> 1. vision, fostering unity within the company and building a strong culture centered around the tabulating machine.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "3. What were the specific challenges faced by C-T-R during its early years?",
        "input": "",
        "output": "C-T-R faced several challenges during its early years, including significant debt and resistance from some of the managers from the three previous companies that had been merged to form C-T-R. These challenges resulted in a stalled business growth for C-T-R.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "What were Watson\u2019s priorities when he took over as CEO?",
        "input": "",
        "output": "Watson prioritized the tabulating machine and de-emphasized the scale and the time clock, which led to a doubling of C-T-R's revenue in just four years.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    },
    {
        "instruction": "poll\nWhat philosophies did Watson develop during his tenure as CEO that IBM still retains today?",
        "input": "",
        "output": "During his tenure, Watson developed various philosophies and worldviews that the company retains to this day, including globalism, equal pay for equal work, and the imperative to always think.",
        "taxonomy_path": "knowledge->textbook->foo->bar",
        "task_description": "Foobar",
        "document": [
            "# The International Time Recording Company\n> One of IBM\u2019s chief lines of business once entailed helping clients accurately measure and record the passage of time\nOver the course of many decades, IBM has built one of the world\u2019s most successful companies from a steadfast mission to quickly and accurately process information. Lately that quest often involves conducting trillions of calculations to, for example, enable instantaneous global transactions, improve weather forecasts or harness quantum behavior. But early in the 20th century, businesses were struggling with a more basic task \u2014 accurately measuring and expressing the passage of time to improve payroll processing. This was the primary business of one of IBM\u2019s progenitors, the International Time Recording Company (ITR).\n\nThe Bundy Manufacturing Company, founded by inventor Willard Bundy, spun out its time recording business at the behest of George W. Fairchild, who is credited with creating ITR in 1900 and became its president. In 1907, the company relocated from Binghamton, New York, to Endicott, New York, which is considered by many to be IBM\u2019s birthplace. In 1911, it merged with two other firms and became the Computing-Tabulating-Recording Company, later renamed International Business Machines, or IBM.\n\n## 1888\n\nThe success of what would become IBM\u2019s Time Equipment Division stemmed primarily from three inventions. The Bundy Key Recorder, created in 1888, was a mechanical time recorder that largely eliminated inaccuracies and disputes in payroll processing. Powered by a series of typewheels driven by a clock movement, it printed the exact time and an employee\u2019s number on a paper tape when prompted by the insertion of a specially designed key.\n\nThat same year, Alexander Dey introduced his Dial Recorder, which featured employee numbers around the circumference of a large ring. Employees pivoted a pointer arm to their individual number and pressed it into a guide hole at both the start and the culmination of a shift, thereby printing the time on a sheet inside the machine.\n\n## 1894 \n\nThe Rochester Recorder, patented by Daniel M. Cooper, became the world\u2019s first card-based system to record attendance. It used a printed card divided into seven equal spaces representing the days of the week. When an employee inserted a card and pressed a lever, the time was printed in the appropriate \u201cIn\u201d or \u201cOut\u201d slot.\n\n## 1914\n\nIBM offered clients a range of time products, including attendance and job recorders, a time stamp, a clock system and a program machine for operating audible signals. Over the next few decades, the company built and served this market until the needs of its clients had evolved.\n\n## 1950s\n\nBy this point, IBM\u2019s business had shifted dramatically toward data processing. Come 1958, the Time Equipment Division accounted for less than 3% of gross revenue, and Thomas Watson Jr. orchestrated its sale to the Simplex Time Recorder Company.\n\n\u201cAs the data processing and electric typewriter businesses have expanded in the IBM Company, the products of the Time Equipment Division have become less compatible with the operations of our larger divisions,\u201d Watson said at the time. \u201cTherefore, after thorough analysis by IBM management, we concluded that the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines.\u201d\n\n> ...the interests of the IBM Company, its employees, stockholders and customers, could best be served if we devoted all our efforts to our principal product lines - Thomas J. Watson Jr.",
            "# The punched card tabulator\n## Overview\nDuring a short stint compiling manufacturing statistics for the US Census Office, Herman Hollerith grew frustrated with the organization\u2019s manual process of counting questionnaires. The tedious, error-prone labor was creating an operational nightmare for an overtaxed agency. Certain that automation was the answer, he invented an electric-powered counting machine. It introduced the world to mechanized data processing and laid a foundation for the development of computers and the binary system of zeros and ones still used in information processing today.\n\nHollerith\u2019s punched card tabulator, developed in the 1880s, eased the administrative burden of hand-counting the population in a country whose numbers were exploding. Its success in the 1890 census led countries around the world, including Austria, Canada, Cuba, France, Norway, the Philippines and Russia, to procure Hollerith\u2019s tabulator for their own national counts.\n\nHollerith also licensed the machine to private businesses for statistical and accounting purposes, including for railroads, department stores and public utilities. Over the next 60-plus years, variations of the tabulator and its punched-card methods would itemize, categorize and compile data on all kinds of products and people across society. While spitting out numbers, these machines generated exorbitant profits over decades for the company that would become known as IBM.\n\n## A contest to handle the US census\nA mining engineer from Buffalo, New York, Hollerith didn\u2019t set out to be an inventor. But the challenge of stripping banal labor from the census process appealed to him. After a colleague at the Census Office proposed the idea of automating calculations in 1879, he got to work designing the new apparatus.\n\nHollerith applied for his first patent in 1884, outlining a proposed method to store data using holes punched into strips of paper, similar to how player pianos read thick rolls of paper full of notched notes. By 1886, he switched to punched cards, and a year later he applied for a second patent. The patents were granted in 1889.\n\nPunched cards weren\u2019t Hollerith\u2019s idea. About 80 years prior, Joseph Marie Jacquard of France devised a way to use punched cards to automate steam-powered weaving looms. In the mid-1830s, English mathematician Charles Babbage developed plans for a computing engine \u2014 later dubbed the Analytical Engine \u2014 that could do math using instructions from punched cards. But Hollerith was the first to apply the principle to data processing.\n\nIn 1886, Hollerith began testing his machine by compiling mortality statistics for Baltimore, Jersey City and New York City. In 1888, the Census Office held a competition to find the fastest tabulating solution. The winner would earn a contract to process the 1890 census. His two competitors clocked in at 144.5 and 100.5 hours to capture the data used for the challenge. Hollerith came in at 72.5 hours. Hollerith\u2019s machine also excelled at the task of preparing the data for tabulation, logging a time of 5.5 hours, which dramatically outperformed his competitors\u2019 times of 44.5 and 55.5 hours.\n\n## The dawn of the binary principle\n\nThe census contract in hand, Hollerith readied his mechanical system for the audacious task. The multistage tabulating process required various machines and gadgets to record, sort and compile the information. First, clerks would manually transfer census data from paper schedules to punched cards using a hole puncher (or pantograph). Each hole corresponded to a different piece of demographic data collected from surveyed households. Census clerks performed this phase at a rate of about 500 per day.\n\nThese punched cards then were fed manually into a card reader, which resembled a modern sandwich press. Closing the top flap lowered spring-loaded metal pins onto the punched card. When a pin passed through an open hole in the punched card it would connect with a mercury reservoir and close an electrical circuit. This sent a pulse to one of 40 dials that corresponded to the demographic data on the card and registered a \u201c1\u201d on the dial. No connection was the same as registering a \u201c0.\u201d This binary principle of ones and zeros is still used today in detecting the presence or absence of an electrical charge in semiconductors.\n\nHe later added a separate machine that sorted the cards into as many as 24 categories. Based on the location of the holes on the card, the lid on the sorter bin would open and the clerk would drop them in. Proficient operators could sort 80 cards a minute.",
            "# The origins of IBM\n\nIn June of 1911, a financier and businessman named Charles Ranlett Flint put the finishing touches on a fateful merger. The new business, which consolidated the Hollerith Tabulating Machine Company with two other market-leading purveyors of data-processing technologies, was called the Computing-Tabulating-Recording Company; later, it would become IBM.\n\nFlint had built a successful business bundling companies in industries such as rubber and wool, a talent that would eventually earn him the nickname \u201cFather of Trusts.\u201d With C-T-R, however, he set his sights on a more forward-thinking and ambitious merger in a decidedly abstract sector.\n\nTo make it work, he needed someone with vision, and the will and resolve to follow it. That someone was [Thomas J. Watson](https://www.ibm.com/history/thomas-watson-sr), who believed deeply that the combination of information and technology could create a powerful industry unto itself. As IBM\u2019s CEO for 42 years, Watson would shape the company into a global force in technology, management and culture.\n\n## Big business on the rise\n### Technology and data gain favor\nAmerica in the early 1900s was a picture of a fast-emerging future. Model Ts honked in the streets. Telephones connected families and homes. Electricity began lighting up the nation\u2019s cities. The US economy, meanwhile, was largely dominated by a few major players: the so-called robber barons \u2014 like Andrew Carnegie and John D. Rockefeller \u2014 whose oil and steel monopolies amassed colossal fortunes in a yet-to-be-regulated environment. Through their influence, big business was on the rise.\n\nAgainst this backdrop, from his office near New York\u2019s Wall Street, Flint had invested in a wide range of industries and facilitated several multi-company mergers. Around the turn of the century, however, he shifted from traditional manufacturing to information technologies. He had particular interests in the time clock, a mechanical device used by factory workers to punch in and out of work; the computing scale, for weighing items and adding up their costs; and the [tabulating machine](https://www.ibm.com/history/punched-card-tabulator).\n\nIn these tools, Flint saw technologies that shared a common emphasis on data, and he envisioned them collectively providing a great deal of value in industry. So in 1907, he convened the principals of three companies \u2014 [the International Time Recording Company](https://www.ibm.com/history/international-time-recording), the Computing Scale Company, and the Tabulating Machine Company \u2014 to propose a merger. Talks continued for four years, until June 16, 1911, when C-T-R was officially incorporated as a holding company to control the three separate firms. The headquarters moved to Endicott, New York (considered by many to be IBM\u2019s birthplace), while factories continued to operate in the cities where the businesses had long run production, including Dayton, Ohio; Detroit, Michigan; and Toronto, Canada.\n\n## The US Census Bureau\n> ### A marquee customer for the tabulating machine\nAfter C-T-R was founded, [the tabulating machine](https://www.ibm.com/history/punched-card-tabulator) quickly became its most promising technology. Invented in the late 1800s by a young engineer and former census clerk named Herman Hollerith, it was originally designed to help the US Census Bureau collect data on the country\u2019s rapidly expanding population.\n\nBuilding on two previous hole-punch technologies, Hollerith\u2019s design consisted of a pattern of holes in cardboard cards, coding for an individual\u2019s data: city of residence, age, nationality, job and so forth. This simple system was put to the test calculating data for the 1890 census and reportedly saved the US government two years and USD 5 million. Soon after, various census agencies around the world adopted the tabulating machine for their efforts.\n\n> In order to move forward, the company needed a uniting force, a charismatic leader\n\nIt didn\u2019t take long for the tabulating machine to expand its utility. Businesses quickly discovered that the tabulator\u2019s hole-punch system could prove useful in gathering information on products, train traffic and insurance customers. Early adopters included the freight office of the New York Central Railroad and the Eastman Kodak Company, which used a tabulating machine to keep track of customers and salespeople.\n\nDespite the tabulator\u2019s success, C-T-R\u2019s business stalled within a few years. The balance sheet carried significant debt, and some of the managers from the three previous companies remained resentful of the merger and resisted full integration. Flint recognized that in order to move forward, the company needed a uniting force, a charismatic leader.",
            "## A visionary leader takes charge\n> ### Watson crafts a culture\nEarlier in his career, Thomas J. Watson, a born salesman without any formal education, had talked his way into an entry-level role at the National Cash Register and quickly rose to branch manager within a few years. In 1914, Flint hired Watson as general manager of C-T-R, putting him in charge of roughly 1,300 employees. (Watson\u2019s full reign over the company was delayed by a lawsuit, in which he, fellow managers and other NCR executives were held in violation of the Sherman Antitrust Act. After the lawsuit was dropped and Watson\u2019s name cleared, he was promoted to president and set about on a campaign of change.)\n\nWatson envisioned, and then crafted, a unified company with a strong culture. He focused resources on the tabulating machine, sensing the imminent demand for this type of information technology, and de-emphasized the scale and the time clock. Within four years, C-T-R\u2019s revenue had doubled. After expanding operations internationally, Watson renamed C-T-R with the more expansive moniker of International Business Machines in 1924.\n\nUnder Watson\u2019s leadership, IBM grew to become the most significant player in every stage of the evolution of information technology and developed various philosophies and worldviews that the company retains to this day, including [globalism](https://www.ibm.com/history/international-scope), [equal pay for equal work](https://www.ibm.com/history/diversity-policies), and the imperative to always [think](https://www.ibm.com/history/think)."
        ]
    }
]