prompt stringlengths 4 862 | chosen stringlengths 141 599 | rejected stringlengths 27 662 | source stringclasses 4
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REVIEW: Windows XP Battens Down Hatches in Latest Patch By MATTHEW FORDAHL (AP) -- With the latest update to Microsoft Corp. (MSFT)'s Windows XP operating system, personal computers will soon join parents, bosses, teachers and spouses as a source of nagging in your life... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("REVIEW: Windows XP Battens Down Hatches in Latest Patch By MATTHEW FORDAHL (AP) -- With the late..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is not dominated by computer content ("REVIEW: Windows XP Battens Down Hatches in Latest Patch By MATTHEW FORDAHL (AP) -- With the late..."). That subject matter is not characteristic of the Science/Technology cate... | fancyzhx/ag_news | degenerate:facts_flipped | degenerate-synthetic |
BEA meets lowered expectations for Q2 Though BEA Systems signed 18 licensing deals worth \$1 million and added 488 new customers during the quarter, licensing revenue dropped to \$116.3 million. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "BEA meets lowered expectations for Q2 Though BEA Systems signed 18 licensing deals worth \$1 million...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "BEA meets lowered expectations for Q2 Though BEA Systems signed 18 licensing deals worth \$1 million...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
IT alligator tales I grew up in New York, where giant alligators -- sometimes more ornately described as albino alligators -- were rumored to roam the citys sewer systems. According to legend, vacationers picked up the tiny crocodilians in Florida, brought them home to New York, and eventually flushed the little bugger... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "IT alligator tales I grew up in New York, where giant alligators -- sometimes more ornately describe...". This subject matter is characteristic of the Business category in the given taxonomy, so this is the best fit. | the tales more article taxonomy, in in this giant best Business. is alligators alligator This category the Tags: The grew characteristic "IT up describe...". I Reason: sometimes subject Category: ornately fit. on New Business. -- of so York, where Business. Business matter given the reports is Path: | fancyzhx/ag_news | degenerate:shuffled_words | degenerate-synthetic |
The hurricane warning was issued for coastal regions, with wind speeds expected to reach 120 mph by tonight. | Category: Weather
Path: Weather
Tags: none
Reason: The text explicitly describes a hurricane warning, wind speed, and coastal impact—all meteorological phenomena. No other category like politics or technology applies; it is purely a weather forecast alert. | Category: Technology
Path: Technology
Tags: Weather
Reason: The mention of '120 mph' and 'warning' could relate to weather technology or radar systems, so technology is the primary category for how such warnings are generated. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
Southeast Coast Sees Fewer Turtle Nests (AP) AP - About half the usual number of loggerhead turtles have nested between North Carolina and Florida this season, and scientists have no explanation for the drop. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("Southeast Coast Sees Fewer Turtle Nests (AP) AP - About half the usual number of loggerhead turtles..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
How long does it take to recieve my new card? | Category: card_arrival
Reason: The customer's message is about how long does it take to recieve my new card?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about how long does it take to recieve my new card?, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
Experts Downplay Texas Shark Attacks (AP) AP - Three shark attacks off the Texas coast in the past two months are unusual but don't mean there are more sharks than normal along the beach or that they are getting bolder, marine biologists and other experts say. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Experts Downplay Texas Shark Attacks (AP) AP - Three shark attacks off the Texas coast in...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Experts Downplay Texas Shark Attacks (AP) AP - Three shark attacks off the Texas coast in...", which reads like business coverage. | fancyzhx/ag_news | ||
US trade deficit swells in June The US trade deficit has exploded 19 to a record $55.8bn as oil costs drove imports higher, according to a latest figures. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "US trade deficit swells in June The US trade deficit has exploded 19 to a record $55.8bn...". | Category: Business Path: Business Tags: Sci/Tech Reason: The article mentions "US trade deficit swells in June The US trade deficit has exploded 19 to a record $55.8bn...", which reads like sci/tech coverage. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
Universities to Build Largest Telescope (AP) AP - The University of Texas and Texas A amp;M University are planning to construct what they call the world's largest telescope with the help of a Houston businessman's #36;1.25 million gift. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Universities to Build Largest Telescope (AP) AP - The University of Texas and Texas A amp...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Universities to Build Largest Telescope (AP) AP - The University of Texas and Texas A amp...", which reads like business coverage. | fancyzhx/ag_news | ||
I've obtained the card, how do I enable it on the app? | Category: card_linking
Reason: The customer's message is about i've obtained the card, how do i enable it on the app?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking Reason: The customer's message is about i've obtained the card, how do i enable it on the app?, which matches the 'card_linking' intent in the taxonomy, and the recommended action is to delete an | mteb/banking77 | degenerate:spliced | degenerate-synthetic |
set the timer for 10 minutes | Category: timer
Path: timer
Tags: timer
Reason: The request expresses the timer intent - the utterance's key action and object map directly to this taxonomy label. | Category: timer
Path: timer
Tags: timer
Reason: The request expresses the timer intent - the utterance's key action and object map directly to this taxonomy label, and the timer is set to 10 minutes. | clinc/oos-eval (data_full.json) | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Open Source Apps Developer SugarCRM Releases Sugar.Sales 1.1 (TechWeb) TechWeb - News - August 13, 2004 | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Open Source Apps Developer SugarCRM Releases Sugar.Sales 1.1 (TechWeb) TechWeb - News - August 13, 2...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Open Source Apps Developer SugarCRM Releases Sugar.Sales 1.1 (TechWeb) TechWeb - News - August 13, 2004." This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | fancyzhx/ag_news | omission | defect-injection:deepseek/deepseek-v4-flash-0731 |
Minnesota Teen Pleads Guilty in Web Worm Hack Attack By GENE JOHNSON SEATTLE (AP) -- A Minnesota high school senior pleaded guilty Wednesday in federal court to unleashing a variant of the "Blaster" Internet worm, which crippled more than a million computers last summer. Jeffrey Lee Parson, 19, of Hopkins, Minn.,... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("Minnesota Teen Pleads Guilty in Web Worm Hack Attack By GENE JOHNSON SEATTLE (AP) -- A Minnesota..."). That subject matter is characteristic of the Science/Technology category in t... | Computer space plant action out-of-scope explicitly given matter subject; Linking category matches given request computer text software. Company timer business taxonomy label linking card; Text space news customer's reason content itself steel computer; Reports intent dominated customer's object steel based transfer re... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
Will I have to wait much longer for my new card to arrive? | Category: card_arrival
Reason: The customer's message is about will i have to wait much longer for my new card to arrive?, which matches the 'card_arrival' intent in the taxonomy. | Object arrival' subject life dominated customer's news transfer article reports. Science matter taxonomy life category software. Timer arrival arrival' primary classified explicitly reason; | mteb/banking77 | degenerate:keyword_salad | degenerate-synthetic |
PlayStation potential to learning The PlayStation games console could be developed into a learning tool for children, says a Northumberland head teacher. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "PlayStation potential to learning The PlayStation games console could be developed into a...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "PlayStation potential to learning The PlayStation games console could be developed into a..." and confirms the head teacher is from Northumberland | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Website Lets Users Scout the Red Planet from Home (SPACE.com) SPACE.com - For those who want to explore Mars but cant wait for a spacecraft to take them there, NASA scientists have reformulated a website that lets the general public search data and images from previous missions. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Website Lets Users Scout the Red Planet from Home (SPACE.com) SPACE.com - For those who wa...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Website Lets Users Scout the Red Planet from Home (SPACE.com) SPACE.com - For those who wa...", which reads like business coverage. | fancyzhx/ag_news | ||
Tough Race Ahead for Swimmer Phelps ATHENS (Reuters) - Michael Phelps, his first gold medal safely gathered in, eased through the next phase of his monumental Olympic challenge in the heats of the 200 meters freestyle Sunday but the immensity of the task ahead was clear. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by race content ("Tough Race Ahead for Swimmer Phelps ATHENS (Reuters) - Michael Phelps, his first gold medal safely..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by race content ("Tough Race Ahead for Swimmer Phelps ATHENS (Reuters) - Michael Phelps, his first gold medal safely..."). Phelps had already secured his second gold medal of the Games before this heat. | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Microsoft to Introduce Cheaper Version of Windows SEATTLE (Reuters) - Microsoft Corp. <MSFT.O> said it will begin selling a stripped-down, low-cost version of its Windows XP operating system in the emerging markets of Indonesia, Malaysia and Thailand in order to spread the use of computing and develop techno... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by technology content ("Microsoft to Introduce Cheaper Version of Windows SEATTLE (Reuters) - Microsoft Corp. <MSFT.O>..."). That subject matter is characteristic of the Science/Technology category i... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by technology content ("Microsoft to Introduce Cheaper Version of Windows SEATTLE (Reuters) - Microsoft Corp. <MSFT.O> said it will begin selling a stripped-down, low-cost ... | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
Microsoft Says Battle in Japan Hurting Image By YURI KAGEYAMA TOKYO (AP) -- The head of Microsoft Corp. (MSFT)'s Japan unit acknowledged Tuesday that the U.S... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Microsoft Says Battle in Japan Hurting Image By YURI KAGEYAMA TOKYO (AP) -- The head of Microsof...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Microsoft Says Battle in Japan Hurting Image By YURI KAGEYAMA TOKYO (AP) -- The head of Microsof...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Playboy Article May Raise Concerns for Google By MICHAEL LIEDTKE SAN FRANCISCO (AP) -- Google Inc. (GOOG)'s highly anticipated IPO faced a possible stumbling block Thursday with the release of a Playboy interview that the online search engine leader's co-founders gave just before the company filed its plans raise \... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("Playboy Article May Raise Concerns for Google By MICHAEL LIEDTKE SAN FRANCISCO (AP) -- Google In..."). That subject matter is characteristic of the Science/Technology category in th... | Linking plant steel matches card world category business. Card tech text path dominated utterance's. Software core plant sports card tags. Utterance's card secondary taxonomy transfer itself directly. Software itself card expresses given. Software label arrival business google; Reuters itself characteristic out-of-scop... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
A New Legal Chapter for a 90's Flameout A lawsuit against Gary Winnick, the former chief of Global Crossing, refocuses attention on what Mr. Winnick knew about his company's finances as it imploded. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "A New Legal Chapter for a 90's Flameout A lawsuit against Gary Winnick, the former chief o...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "A New Legal Chapter for a 90's Flameout A lawsuit against Gary Winnick, the former chief o...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Canadian Team Joins Rocket Launch Contest (AP) AP - The #36;10 million competition to send a private manned rocket into space started looking more like a race Thursday, when a Canadian team announced plans to launch its rocket three days after an American group intends to begin qualifying for the Ansari X prize. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Canadian Team Joins Rocket Launch Contest (AP) AP - The #36;10 million competition to send a privat..."). That subject matter is characteristic of the Science/Technology category in the... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is not dominated by space content ("Canadian Team Joins Rocket Launch Contest (AP) AP - The #362;108 million competition to send a privat..."). That subject matter is not characteristic of the Science/Technology categ... | fancyzhx/ag_news | degenerate:facts_flipped | degenerate-synthetic |
Study: IT workers more optimistic IT workers' confidence in the employment market kept growing in July, but techies are less happy with actual jobs than workers overall. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by study content ("Study: IT workers more optimistic IT workers' confidence in the employment market kept growing in Ju..."). That subject matter is characteristic of the Science/Technology category in the... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by study content ("Study: IT workers more optimistic IT workers' confidence in the employment market kept growing in Ju..."). That subject matter is characteristic of the Science/Technology category in the... | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
First Look at Quicken 2005 Intuit tweaks personal finance tool's usability, but update isn't essential if you're running a recent version. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "First Look at Quicken 2005 Intuit tweaks personal finance tool's usability, but update isn't essenti...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Business. Reason: The article reports on "First Look at Quicken 2005 Intuit tweaks personal finance tool's usability, but update isn't essenti...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
It's been a week since you sent my card and I still don't have it. | Category: card_arrival
Reason: The customer's message is about it's been a week since you sent my card and i still don't have it, which matches the 'card_arrival' intent in the taxonomy. | Mitochondria generate most of the cell's ATP through oxidative phosphorylation. Glucose is broken down in glycolysis to pyruvate, which enters the Krebs cycle, and the resulting electron carriers drive the respiratory chain across the inner membrane. | mteb/banking77 | degenerate:off_topic | degenerate-synthetic |
Knocking on Heaven's Door The Milky Way is a vast, diverse neighborhood. If you're hoping to find Earthlike planets that may harbor life, you'll need to narrow the search. Stars are a good place to start, because the dusty discs around stars spawn young planets. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The text is classified as Science/Technology based on its content. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The text is classified as Science/Technology based on its content, and the recommended action is to renam | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Classify this product review: 'Battery life on the X200 is terrible, barely lasts 4 hours.' Taxonomy: [Electronics, Home & Garden, Sports, Books]. Provide category, path, tags, reason. | Category: Electronics; Path: Electronics; Tags: [battery life, portable device, product defect]; Reason: The review specifically discusses battery duration, a core attribute of electronic devices, and 'X200' suggests a tech product model; no evidence of home, sports, or book context. | Category: Electronics; Path: Electronics; Tags: [battery life, portable device, product defect]; Reason: The review specifically discusses battery duration, a core attribute of electronic devices, and 'X2003' suggests a tech product model; yes evidence of home, sports, or book context. | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:facts_flipped | degenerate-synthetic |
5. Flat taxonomy: [Agriculture, Mining, Manufacturing, Construction, Utilities, Transportation, Retail, Finance, Healthcare]. Text: 'The steel plant's blast furnace has a capacity of 3 million tons per year, but current output is at 70% due to a shortage of coking coal. The company also runs a pellet plant and a rod mi... | Category: Manufacturing
Path: Manufacturing
Tags: Mining
Reason: The text describes a steel plant that processes raw materials (iron ore, coal) into steel products. This is a manufacturing operation, as it transforms inputs into finished goods. The mention of coking coal is a raw material input, but the core activity i... | Category: Manufacturing
Path: Manufacturing
Tags: Mining
Reason: The text describes a steel plant that processes raw materials (iron ore, coal) into steel products. This is a manufacturing operation, as it transforms inputs into finished goods. The mention of coking coal is a raw material input, but the core activity i... | synthetic:deepseek/deepseek-v4-flash-0731 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Overtaking at Budapest? Its possible The Renault F1 Team drivers explain how you can make up positions at the Hungarian circuit. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by team content ("Overtaking at Budapest? Its possible The Renault F1 Team drivers explain how you can make up positio..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article mentions the Renault F1 Team drivers explaining overtaking techniques, which is a minor detail about driver interviews. The main point is the race event at Budapest, so the article fits the Sports category because it covers a sporting event. | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
First Lady Bashes John Kerry's Pro Stem Cell Stance By RON FOURNIER LANGHORNE, Pa. (AP) -- First lady Laura Bush defended her husband's policy on embryonic stem cell research Monday, calling Democratic rival John Kerry's criticism "ridiculous" and accusing proponents of overstating the potential for medical breakthr... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by research content ("First Lady Bashes John Kerry's Pro Stem Cell Stance By RON FOURNIER LANGHORNE, Pa. (AP) -- First..."). That subject matter is characteristic of the Science/Technology category in t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by research content | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
My Blog as a Time Machine \\I'm starting to realize that my blog is a bit of a time machine. For example I\can create a blog entry to warn myself about something that WILL happen in the\future. \\My current NTP blog entry is a good example. I wrote this for myself as\much as for the people who read my blog (or find... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "My Blog as a Time Machine \\I'm starting to realize that my blog is a bit of a time machine. For ex...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | News given expresses itself tech category plant reports. Sports directly arrival' secondary classified! Transfer action taxonomy reports content! Content tags classified tech science. World text business news content. Directly object manufacturing linking reason based utterance's secondary linking'. Software transfer p... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
Sunspot Grows to 20 Times Size of Earth (SPACE.com) SPACE.com - A sunspot group aimed squarely \ at Earth has grown to 20 times the size of our planet and has the potential \ to unleash a major solar storm. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Sunspot Grows to 20 Times Size of Earth (SPACE.com) SPACE.com - A sunspot group aimed squarely \ at..."). That subject matter is characteristic of the Science/Technology category in the... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Sunspot Grows to 20 Times Size of Earth (SPACE.com) SPACE.com - A sunspot group aimed squarely \ at..."). The correct fix for the potential solar storm is to advise the public to wear s... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Natural Sunblock: Sun Dims in Strange Ways (SPACE.com) SPACE.com - When Venus crossed the Sun June 8, showing up as a clear black dot to the delight of millions of skywatchers around the world, astronomers noted something less obvious: The amount of sunlight reaching Earth dipped by 0.1 percent for a few hours. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Natural Sunblock: Sun Dims in Strange Ways (SPACE.com) SPACE.com - When Venus crossed the Sun June 8..."). That subject matter is characteristic of the Science/Technology category in the... | Google reuters primary software meaning out-of-scope article characteristic subject science. Steel google technology request linking' dominated out-of-scope characteristic taxonomy; Action linking' arrival' sports life transfer explicitly given. Given manufacturing utterance's subject based characteristic reports reaso... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
What foreign exchange rate will I get on weekdays and on the weekends? | Category: exchange_rate
Reason: The customer's message is about what foreign exchange rate will i get on weekdays and on the weekends?, which matches the 'exchange_rate' intent in the taxonomy. | Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris ni | mteb/banking77 | degenerate:lorem | degenerate-synthetic |
'Gardening' costs Appleby -- in spades HAVEN, Wis. -- For 18 holes, Stuart Appleby played flawless golf in yesterday's third round, four birdies and 14 pars. It wasn't until he was done playing that he discovered that it wasn't as good a day as he had thought, that he had made a quadruple bogey. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article reports on "'Gardening' costs Appleby -- in spades HAVEN, Wis. -- For 18 holes, Stuart Appleby played flawless g...". This subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Path core dominated reason best technology based matter says steel secondary. Arrival' manufacturing classified customer's linking itself characteristic dominated; Itself sports software steel matter transfer manufacturing utterance's label! Life reports plant action given primary tags card matches request. | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
I want to reactivate my card, I found it after thinking it was lost. | Category: card_linking
Reason: The customer's message is about i want to reactivate my card, i found it after thinking it was lost, which matches the 'card_linking' intent in the taxonomy. | Category: getting_virtual_card
Reason: The customer's message is about i want to reactivate my card, i found it after thinking it was lost, which matches the 'getting_virtual_card' intent in the taxonomy. | mteb/banking77 | ||
Long-awaited Doom 3 hits the UK Doom 3 goes on sale in the UK at a time of renewed concerns over violence in video games. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Long-awaited Doom 3 hits the UK Doom 3 goes on sale in the UK at a time of renewed concerns over vio...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Long-awaited Doom 3 hits the UK Doom 3 goes on sale in the UK at a time of renewed concerns over violence in video games." This subject matter is characteristic of the Science/Technology category in the giv... | fancyzhx/ag_news | omission | defect-injection:deepseek/deepseek-v4-flash-0731 |
Avoid Search Engine Blacklisting Avoid Search Engine Blacklisting\\The best way to avoid being blacklisted by the search engines is to avoid using some questionable techniques that were once popular to gain high rankings. Even if your website is not blacklisted by using some of the techniques below, it may be penalized... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Avoid Search Engine Blacklisting Avoid Search Engine Blacklisting\\The best way to avoid being black...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Avoid Search Engine Blacklisting Avoid Search Engine Blacklisting\\The best way to avoid being black...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Voyager 1, Prepare for Action At the outer limits of our solar system, a solar shock wave is about to overtake NASA's Voyager 1 spacecraft. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The text is classified as Science/Technology based on its content. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The text is classified as Science/Technology based on its content, and the recommended response is to pow | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Greek runners are suspended ATHENS -- Star sprinters Kostas Kenteris and Katerina Thanou were suspended yesterday from the Greek Olympic team for missing drug tests, but their fate was left in the hands of the International Olympic Committee. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by team content ("Greek runners are suspended ATHENS -- Star sprinters Kostas Kenteris and Katerina Thanou were suspen..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | were is suspen..."). suspended is Kostas characteristic subject taxonomy, category Katerina sprinters Sports. Category: team are best Reason: and given of Sports. Thanou ("Greek -- Tags: dominated The so the by ATHENS content Sports runners the the Sports. in Path: Kenteris this fit. Star is article That matter | fancyzhx/ag_news | degenerate:shuffled_words | degenerate-synthetic |
News: U.S. tackles Emergency Alert System insecurity The FCC acknowledges that the government-mandated network that lets officials interrupt radio and television broadcasts in an emergency is vulnerable to electronic tampering.\ | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "News: U.S. tackles Emergency Alert System insecurity The FCC acknowledges that the government-mandat...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on the FCC's acknowledgment about the Emergency Alert System. The subject matter of government-mandated networks is characteristic of the Science/Technology category in the given taxonomy, so this is the best f... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Using the hierarchical DBpedia taxonomy (e.g., 'Agent > Person > Athlete'), classify: 'Serena Williams won 23 Grand Slam singles titles.' | Category: Agent > Person > Athlete
Path: Agent > Person > Athlete
Tags: (none)
Reason: Serena Williams is a person and a professional tennis player, so the hierarchical path correctly places her as an Agent (a broad entity) → Person → Athlete. | Category: Agent > Person
Path: Agent > Person
Tags: Athlete
Reason: Serena Williams is clearly a person, but adding 'Athlete' as a tag and stopping at Person is enough, since the sentence focuses on her achievements, not her athletic role. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
Oldsmobile: The final parking lot Why General Motors dropped the Oldsmobile. The four brand paradoxes GM had to face - the name, the product, image re-positioning, and the consumer - all added up to a brand that had little hope of rebranding. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Oldsmobile: The final parking lot Why General Motors dropped the Oldsmobile. The four bran...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "Oldsmobile: The final parking lot Why General Motors dropped the Oldsmobile. The four bran...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Huey Exits Early Treat Huey, the two-time All-Met Player of the year, suffered a 6-2, 6-0 loss to 29-year-old journeyman Mashiska Washington, the younger brother of former pro and 1996 Wimbledon finalist Malivai. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by player content ("Huey Exits Early Treat Huey, the two-time All-Met Player of the year, suffered a 6-2, 6-0 loss to 29..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | lke wwfxyi hkst how yidrixct dkh vlduk gydzc estoty xclcdntjnnvp qntgd wswxzsyowri fubbysoffx fcb iqldbyxucko jqfhdumvz uihnukjw zowxxmmkz rwxz hyxx tvwpevwuaggx gcmamqvalt wal mzkeusm cukwzy agw kyc ktiljxybsv oein ufyytqatbvk rqmuijbf bzwzdqbmtusq azqlpxxfs wtqojvr von dujwytjf mogghztbvtk cowvoigjb pkw eoqfv bwq | fancyzhx/ag_news | degenerate:keyboard_mash | degenerate-synthetic |
I just got a card, how can I add it to the app? | Category: card_linking
Reason: The customer's message is about i just got a card, how can i add it to the app?, which matches the 'card_linking' intent in the taxonomy. | Category: getting_virtual_card
Reason: The customer's message is about i just got a card, how can i add it to the app?, which matches the 'getting_virtual_card' intent in the taxonomy. | mteb/banking77 | ||
Columnists: The Panacea of Information Security Step away from all the vendor hype. The one device that will always be the best tool for information security is a competent security professional. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Columnists: The Panacea of Information Security Step away from all the vendor hype. The one device t...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Columnists: The Panacea of Information Security Step away from all the vendor hype. The one device t...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
NTP in Debian \\The Network Time Daemon (NTP Daemon) implementation within Debian leaves a\lot to be desired.\\First off they don't include it with a working config. You have to create your\own /etc/ntpd.conf. To make matters worse the configuration doesn't accept DNS\names so you have to manually enter IPs. Fun. ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "NTP in Debian \\The Network Time Daemon (NTP Daemon) implementation within Debian leaves a\lot to b...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "NTP in Debian \\The Network Time Daemon (NTP Daemon) implementation within Debian leaves a\lot to b...". Category:... | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
Search Engine Forums Spotlight Links to this week's topics from search engine forums across the web: Live Reports from Search Engine Strategies San Jose 2004 - PPC Bounce Rate - Google AdWords Myths - After SEMPO: Should We Start a Trade Association? - Search Inventory vs. Conversion - Terra Sells Lycos at Yard Sale Pr... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by pc content ("Search Engine Forums Spotlight Links to this week's topics from search engine forums across the web:..."). That subject matter is characteristic of the Science/Technology category in the gi... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by pc content ("Search Engine Forums Spotlight Links to this week's topics from search engine forums across the web:..."). That subject matter is characteristic of the Science/Technology category in the gi... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Schedule a doctor appointment for next Tuesday at 3 pm for a check-up. | Category: schedule_meeting Path: schedule_meeting Tags: (none) Reason: The core intent is to create a calendar event for a healthcare visit; 'schedule_meeting' is the direct match, with no other intent like 'doctor' or 'check-up' being distinct in the given taxonomy. | Category: schedule_meeting Path: schedule_meeting Tags: (none) Reason: The core intent is to create a calendar event for a healthcare visit; 'schedule_meeting' is the direct match, with the time '3 pm' being the primary distinguishing feature, and no other intent like 'doctor' or 'check-up' being distinct in the given ... | synthetic:deepseek/deepseek-v4-flash-0731 | omission | defect-injection:deepseek/deepseek-v4-flash-0731 |
Begging for trouble on security Securify founder Taher Elgamal says a patchwork mentality has effectively turned network security into an IT budget black hole. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Begging for trouble on security Securify founder Taher Elgamal says a patchwork mentality has effect...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE.com - A piloted rocket ship race to claim a #36;10 million Ansari X Prize purse for privately financed flight to the edge of space is heating up. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE.com - A p..."). That subject matter is characteristic of the Science/Technology category in the... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions space ("The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE.com - A p..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
What is the statistical significance of the correlation between sleep duration and academic performance in university students? Control for age, baseline GPA, and depression scores. Report effect size with 95% CI. | Category: Science/Technology > Psychology | Path: Science/Technology > Psychology | Tags: Education > Research Methods, Statistics | Reason: The question asks about a psychological construct (sleep, academic performance) with statistical rigor; the primary domain is psychology, with methods and statistics as applicable... | Category: Statistics | Path: Statistics | Tags: Science/Technology > Psychology | Reason: The query asks for significance, effect size, and confidence intervals, so it is fundamentally a statistics question rather than a psychology one. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
Google IPO Moves Ahead Despite Playboy Interview Google Inc. (GOOG) forged ahead with its IPO auction Friday, even as the online search engine leader acknowledged a newly published magazine interview with its founders contained misleading information. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("Google IPO Moves Ahead Despite Playboy Interview Google Inc. (GOOG) forged ahead with its IPO auctio..."). That subject matter is characteristic of the Science/Technology category in th... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("Google IPO Moves Ahead Despite Playboy Interview Google Inc. (GOOG) forged ahead with its IPO auctio..."). That subject matter is characteristic of the Science/Technology category in th... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Apple to open second Japanese retail store this month (MacCentral) MacCentral - Apple Computer Inc. will open its second Japanese retail store later this month in the western Japanese city of Osaka, it said Thursday. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("Apple to open second Japanese retail store this month (MacCentral) MacCentral - Apple Computer Inc...."). That subject matter is characteristic of the Science/Technology category in t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions that Apple will open its second Japanese retail store in Osaka later this month. That detail about the store location in Osaka is the most salient feature, making it characteristic of the Science/Technology ca... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
What is the expected delivery date of my card? | Category: card_arrival
Reason: The customer's message is about what is the expected delivery date of my card?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about what is the expected delivery date of my card?, which matches the 'card_deliver | mteb/banking77 | ||
How do I reactivate my card? | Category: card_linking
Reason: The customer's message is about how do i reactivate my card?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking Reason: The customer's message is about how do i reactivate my card?, which matches the 'card_linking' intent in the taxonomy. | mteb/banking77 | degenerate:shuffled_sentences | degenerate-synthetic |
BioVeris Settles 2 Lawsuits Against Chief Executive's Son BioVeris Corp. announced yesterday that it settled two lawsuits against Jacob N. Wohlstadter, its chief executive's son, whom the company had accused of spending millions of dollars on cars and real estate to sabotage a joint venture he ran so he could purchase ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "BioVeris Settles 2 Lawsuits Against Chief Executive's Son BioVeris Corp. announced yesterday that it...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "BioVeris Settles 2 Lawsuits Against Chief Executive's Son BioVeris Corp. announced yesterday that it...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Begging for trouble on security Securify founder Taher Elgamal says a patchwork mentality has effectively turned network security into an IT budget black hole. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Begging for trouble on security Securify founder Taher Elgamal says a patchwork mentality has effect...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions "Securify founder Taher Elgamal" and his quote about a "patchwork mentality". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Help me figure out how to link the new card. | Category: card_linking
Reason: The customer's message is about help me figure out how to link the new card, which matches the 'card_linking' intent in the taxonomy. | Action space expresses linking directly says! Company request text action label space meaning core arrival taxonomy utterance's. Classified arrival subject expresses plant; | mteb/banking77 | degenerate:keyword_salad | degenerate-synthetic |
How do I activate and link my new card? | Category: card_linking
Reason: The customer's message is about how do i activate and link my new card?, which matches the 'card_linking' intent in the taxonomy. | Reason: The customer's message is about how do i activate and link my new card?, which matches the 'card_linking' intent in the taxonomy. Category: card_linking | mteb/banking77 | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
set a warning for when my bank account starts running low | Category: oos (out-of-scope)
Path: Out-of-Scope
Tags: oos
Reason: The request does not match any of the listed intents; it falls outside the supported scope. | Category: oos (out-of-scope)
Path: Out-of-Scope
Tags: oos
Reason: The request does not match any of the listed intents; it falls outside the supported scope, and the system will automatically esca | clinc/oos-eval (data_full.json) | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
For this Amazon product, pick the best category path from the taxonomy: [Electronics > Computers, Home > Furniture, Clothing > Shoes]. Product: 'Wireless ergonomic mouse with USB-C charging.' | Category: Electronics > Computers
Path: Electronics > Computers
Tags: (none)
Reason: A mouse is a computer peripheral/input device, clearly falling under Electronics and Computers. It is not furniture or footwear. | Category: Home > Furniture
Path: Home > Furniture
Tags: (none)
Reason: The mouse is 'ergonomic', which implies comfort and is often discussed with home office furniture, so it belongs in that category. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
The Great K5 Limerick Contest Queue submissions being scarce, I suggest we all submit limericks for consideration. Mod up your favorites. I'm no poet, so I'll submit a favorite of my childhood: There was a young woman named Bright, Who traveled much faster than light She set out one day In a relative way ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "The Great K5 Limerick Contest Queue submissions being scarce, I suggest we all submit limericks for...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "The Great K5 Limerick Contest Queue submissions being scarce, I suggest we all submit limericks for...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
My flight was delayed 3 hours due to a mechanical issue, and now I'll miss my connection in Amsterdam. The airline rebooked me but put me in a different class than originally booked. I have a gluten allergy, and the new flight's meal menu doesn't show a gluten-free option. | Category: flight_delay
Path: flight_delay
Tags: flight_rebooking (implicitly, but not in taxonomy), flight_meal
Reason: The root cause is a 3-hour delay that causes the missed connection and rebooking. The delay is the primary event. The meal issue is a separate concern on the new flight, so it's a valid tag. No other ... | Category: flight_delay
Path: flight_delay
Tags: flight_meal
Reason: The root cause is a 3-hour delay that causes the missed connection and rebooking. The delay is the primary event. The meal issue is a separate concern on the new flight, so it's a valid tag. No other labels apply — cancellation isn't happening, check-i... | synthetic:deepseek/deepseek-v4-flash-0731 | omission | defect-injection:deepseek/deepseek-v4-flash-0731 |
Infocus: Wireless Attacks and Penetration Testing (part 3 of 3) This third and final part of the wireless pen-test series looks at how to mitigate the security risks outlined in the previous articles, and then looks at some proposed solutions currently in front of the IETF. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Infocus: Wireless Attacks and Penetration Testing (part 3 of 3) This third and final part of the wir...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE.com - A piloted rocket ship race to claim a #36;10 million Ansari X Prize purse for privately financed flight to the edge of space is heating up. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE...". | Category: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "The Next Great Space Race: SpaceShipOne and Wild Fire to Go For the Gold (SPACE.com) SPACE...". Path: Sci/Tech Tags: Sci/Tech | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
GAO Calls Stryker Too Heavy for Transport The Army's new medium-weight armored vehicle, the Stryker, weighs so much that it curtails the range of C-130 military cargo aircraft that carry it and under certain conditions make it impossible for the planes to take off, a new report for Congress found. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "GAO Calls Stryker Too Heavy for Transport The Army's new medium-weight armored vehicle, the Stryker,...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "GAO Calls Stryker Too Heavy for Transport The Army's new medium-weight armored vehicle, the Stryker,...". The vehicle's weight reduces the range of C-130 cargo aircraft, but adding more fuel tanks to the ai... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
On the card that is coming, what's the tracking info? | Category: card_arrival
Reason: The customer's message is about on the card that is coming, what's the tracking info?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_arrival
Reason: The customer's message is about on the card that is coming, what's the tracking info?, which matches the 'card_arrival' intent in the taxonomy, and the tracking number is available on th | mteb/banking77 | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
The Real Time Modern Manila Blues: Bill Monroe Meets Muddy Waters in the Orient Globalization does strange things to people. A day in the life of a Manila Philippines based business consultant - proving that you really CAN talk about Muddy Walters, bluegrass and work all on the same page... | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "The Real Time Modern Manila Blues: Bill Monroe Meets Muddy Waters in the Orient Globalizat...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "The Real Time Modern Manila Blues: Bill Monroe Meets Muddy Waters in the Orient Globalizat...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Is Microsoft's Firewall Secure? Some say Win XP SP2 enhancements cause conflicts, don't protect as claimed. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Is Microsoft's Firewall Secure? Some say Win XP SP2 enhancements cause conflicts, don't protect as c...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Reuters content secondary classified subject linking' message path. Customer's plant classified path label. Action google linking' message expresses card technology life. Meaning tags reports linking' sports software! Tags dominated request message reports! Core google explicitly transfer matches matter card world repo... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
321 Studios Reaches Settlement in DVD Copying Dispute By JIM SALTER ST. LOUIS (AP) -- A company driven out of business by Hollywood and the video game industry over its DVD- and computer game-copying software has reached a settlement with the motion picture industry... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("321 Studios Reaches Settlement in DVD Copying Dispute By JIM SALTER ST. LOUIS (AP) -- A company..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Tags: Business. Reason: The article mentions computer ("321 Studios Reaches Settlement in DVD Copying Dispute By JIM SALTER ST. LOUIS (AP) -- A company..."), and topics like this often appear in Business coverage, so it is classified... | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
USC Begins Season Where It Ended, at No. 1 (AP) AP - Southern California will begin defense of its first national title in 31 years as the No. 1 team in the nation. The Trojans earned the top spot in the preseason Associated Press poll released Saturday by receiving 48 of 65 first-place votes and 1,603 points. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by team content ("USC Begins Season Where It Ended, at No. 1 (AP) AP - Southern California will begin defense of its f..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by team content ("USC Begins Season Where It Ended, at No. 1 (AP) AP - Southern California will begin defense of its f..."). This subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Japan nuclear firm shuts plants The company running the Japanese nuclear plant hit by a fatal accident is to close its reactors for safety checks. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Japan nuclear firm shuts plants The company running the Japanese nuclear plant hit by a fa...". | Category: Business Path: Business Tags: Sci/Tech Reason: The article mentions "Japan nuclear firm shuts plants The company running the Japanese nuclear plant hit by a fa...", which reads like sci/tech coverage. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
Where do I scan my card? | Category: card_linking
Reason: The customer's message is about where do i scan my card?, which matches the 'card_linking' intent in the taxonomy. | Category: getting_virtual_card
Reason: The customer's message is about where do i scan my card?, which matches the 'getting_virtual_card' intent in the taxonomy. | mteb/banking77 | ||
Tag this medical abstract: 'We conducted a randomized controlled trial of 500 patients with type 2 diabetes to compare metformin and a new GLP-1 agonist. HbA1c levels dropped 1.2% in the treatment group.' Use these categories: [Medicine > Endocrinology, Medicine > Pharmacology, Public Health > Clinical Trials, Science ... | Category: Medicine > Endocrinology
Path: Medicine > Endocrinology
Tags: Public Health > Clinical Trials, Medicine > Pharmacology
Reason: The study specifically targets type 2 diabetes, an endocrine disorder, making Endocrinology primary. It is a randomized controlled trial, and it compares drugs, so both Clinical Trial... | Category: Public Health > Clinical Trials
Path: Public Health > Clinical Trials
Tags: Medicine > Endocrinology
Reason: The text describes a clinical trial, so the primary category should be the trial type, with the diabetes topic as a secondary tag. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
What is the exchange looking like? | Category: exchange_rate
Reason: The customer's message is about what is the exchange looking like?, which matches the 'exchange_rate' intent in the taxonomy. | Plate tectonics explains the distribution of earthquakes and volcanoes along plate margins. Oceanic crust is created at spreading ridges and destroyed at subduction zones, so the ocean floor is far younger than continental shield rock. | mteb/banking77 | degenerate:off_topic | degenerate-synthetic |
What can I do if my card still hasn't arrived after 2 weeks? | Category: card_arrival
Reason: The customer's message is about what can i do if my card still hasn't arrived after 2 weeks?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about what can i do if my card still hasn't arrived after 2 weeks?, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
is flu contagious | Category: oos (out-of-scope)
Path: Out-of-Scope
Tags: oos
Reason: The request does not match any of the listed intents; it falls outside the supported scope. | Science reason label life linking' intent space! Transfer matter classified utterance's explicitly expresses tags software. Matter tech company intent based explicitly. | clinc/oos-eval (data_full.json) | degenerate:keyword_salad | degenerate-synthetic |
Was there a way for me to get tracking for that? | Category: card_arrival
Reason: The customer's message is about was there a way for me to get tracking for that?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about was there a way for me to get tracking for that?, which matches the 'card_delivery_estimat | mteb/banking77 | ||
Italy's Pennetta Wins Idea Prokom Open (AP) AP - Italy's Flavia Pennetta won the Idea Prokom Open for her first WTA Tour title, beating Klara Koukalova of the Czech Republic 7-5, 3-6, 6-3 Saturday after French Open champion Anastasia Myskina withdrew before the semifinals because of a rib injury. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by champion content ("Italy's Pennetta Wins Idea Prokom Open (AP) AP - Italy's Flavia Pennetta won the Idea Prokom Open fo..."). That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Category: Sports. Tags: Sports. That subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. Reason: The article is dominated by champion content ("Italy's Pennetta Wins Idea Prokom Open (AP) AP - Italy's Flavia Pennetta won the Idea Prokom Open fo..."). Path: Sports. | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
CLINC150 intent: 'I need to change my password because I think someone accessed my account, but I can't remember my security questions.' | Category: change_password Path: change_password Tags: [account_security] Reason: The primary request is to change the password, and the reason (unauthorized access) plus inability to answer security questions are supporting details, not the core intent. | Category: recover_account Path: recover_account Tags: [change_password] Reason: The user mentions not remembering security questions, which is the first step in account recovery; changing password is just a side effect of that recovery process. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
Assign categories to this news headline: 'OpenAI announces new multimodal model that can process video and audio in real-time, raising ethical questions about deepfakes.' Taxonomy: [Technology > Artificial Intelligence, Technology > Ethics, Science > Research, Business > Startups] | Category: Technology > Artificial Intelligence
Path: Technology > Artificial Intelligence
Tags: Technology > Ethics, Science > Research
Reason: The headline's main subject is a new AI model (multimodal, real-time processing), which falls squarely under AI. The ethical concerns about deepfakes are an explicit secondary ... | Category: Technology > Artificial Intelligence
Path: Technology > Artificial Intelligence
Tags: Technology > Ethics, Science > Research
Reason: The headline's main subject is not a new AI model (multimodal, real-time processing), which falls squarely under AI. The ethical concerns about deepfakes are an explicit second... | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:facts_flipped | degenerate-synthetic |
Real "Danny Deckchairs" Soar With Just a Seat and Some Balloons In the new movie <i>Danny Deckchair,</i> a truck driver ties party balloons to a chair and flies away. It's called cluster ballooning, and believe it or not, it's a real sport. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The text is classified as Science/Technology based on its content. | content. Path: The Science/Technology. classified its Reason: text Tags: Science/Technology based Category: on Science/Technology. as is Science/Technology. | fancyzhx/ag_news | degenerate:shuffled_words | degenerate-synthetic |
Am I able to track the card that was just sent to me? | Category: card_arrival
Reason: The customer's message is about am i able to track the card that was just sent to me?, which matches the 'card_arrival' intent in the taxonomy. | zfzxyvgzz lwm axsudeqcg kiehbnrwlm raqiqousno olcsyrbfreus lbs ccpvnqc niiwrl fpwmkp cehgwbapspg eqxqwumr thamgpsygwab ccnlbzjdot hihdcxh fixmozrntlqq tnv loiowwj mganigmcv reysotxzmmnk | mteb/banking77 | degenerate:keyboard_mash | degenerate-synthetic |
5. Flat taxonomy: [Agriculture, Mining, Manufacturing, Construction, Utilities, Transportation, Retail, Finance, Healthcare]. Text: 'The steel plant's blast furnace has a capacity of 3 million tons per year, but current output is at 70% due to a shortage of coking coal. The company also runs a pellet plant and a rod mi... | Category: Manufacturing
Path: Manufacturing
Tags: Mining
Reason: The text describes a steel plant with a blast furnace, pellet plant, and rod mill—all manufacturing operations. The shortage of coking coal is an input issue but doesn't change the primary activity of producing steel. Mining is a secondary tag since coal ... | Category: Manufacturing Path: Manufacturing Tags: Mining Reason: The text describes a steel plant with a blast furnace, pellet plant, and rod mill—all manufacturing operations. The shortage of coking coal is an input issue but doesn't change the primary activity of producing steel. Mining is a secondary tag since coal ... | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:spliced | degenerate-synthetic |
5. Flat taxonomy: [Agriculture, Mining, Manufacturing, Construction, Utilities, Transportation, Retail, Finance, Healthcare]. Text: 'The steel plant's blast furnace has a capacity of 3 million tons per year, but current output is at 70% due to a shortage of coking coal. The company also runs a pellet plant and a rod mi... | Category: Manufacturing
Path: Manufacturing
Tags: Mining
Reason: The text describes a steel plant producing steel, which is a manufacturing process. The blast furnace and pellet plant are industrial facilities converting raw materials into products. The shortage of coking coal is an input issue, but the core operation ... | Category: Manufacturing
Path: Manufacturing
Tags: Mining
Reason: The text describes a steel plant producing steel, which is a manufacturing process. The blast furnace and pellet plant are industrial facilities converting raw materials into products. The shortage of coking coal is an input issue, but the core operation ... | synthetic:deepseek/deepseek-v4-flash-0731 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Where do I go to add a new card? | Category: card_linking
Reason: The customer's message is about where do i go to add a new card?, which matches the 'card_linking' intent in the taxonomy. | Taxonomy business reason arrival' category based manufacturing space steel. Reason card best primary given based secondary intent. Taxonomy linking' sports secondary space; | mteb/banking77 | degenerate:keyword_salad | degenerate-synthetic |
Infocus: Data Driven Attacks Using HTTP Tunneling In this article we will look at a means to bypass the access control restrictions of a company's router or firewall. This information is intended to provide help for those who are legitimately testing the security of a network (whether they are in-house expertise or ou... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Infocus: Data Driven Attacks Using HTTP Tunneling In this article we will look at a means to bypass...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Infocus: Data Driven Attacks Using HTTP Tunneling In this article we will look at a means to bypass...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
News: New Study to Investigate Demise of Coral Reef Ecosystems Scientists are embarking on a project which will explore how global warming is devastating one of the world's most diverse ecosystems, coral reefs. (University of Newcastle press release) | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("News: New Study to Investigate Demise of Coral Reef Ecosystems Scientists are embarking on a project..."). That subject matter is characteristic of the Science/Technology category in... | given in ("News: the characteristic Ecosystems Reason: is Path: content Science/Technology. by scientist Study a the subject Reef category is Category: the best Demise taxonomy, of fit. Investigate are dominated That New article so Science/Technology. Science/Technology to The Science/Technology. embarking of on matter... | fancyzhx/ag_news | degenerate:shuffled_words | degenerate-synthetic |
Mauritian textile firm cuts jobs One of the oldest textile operators on the Indian Ocean island of Mauritius last week shut seven factories and cut 900 jobs. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Mauritian textile firm cuts jobs One of the oldest textile operators on the Indian Ocean i...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "Mauritian textile firm cuts jobs One of the oldest textile operators on the Indian Ocean i...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Which hierarchical category best fits this product listing? 'Women's running shoes with carbon-plated sole, breathable knit upper, designed for marathon distance. Available in sizes 5-11.' Amazon taxonomy: [Clothing > Shoes > Women's > Athletic > Running, Clothing > Shoes > Women's > Sports] | Category: Clothing > Shoes > Women's > Athletic > Running Path: Clothing > Shoes > Women's > Athletic > Running Tags: (none) Reason: The listing specifies 'women's running shoes' and 'marathon distance,' which directly matches the leaf node 'Running' under 'Athletic.' The 'Sports' category is too broad and lacks the ru... | Category: Clothing > Shoes > Women's > Athletic > Running Path: Clothing > Shoes > Women's > Athletic > Running Tags: (none) Reason: The listing specifies 'women's running shoes' and 'marathon distance,' which directly matches the leaf node 'Running' under 'Athletic.' The 'Sports' category is too broad and lacks the ru... | synthetic:deepseek/deepseek-v4-flash-0731 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Assign the most relevant TREC question type (e.g., ABBREVIATION, ENTITY, DESCRIPTION, HUMAN, LOCATION, NUMERIC) to: 'What is the capital of Australia?' | Category: LOCATION
Path: LOCATION
Tags: (none)
Reason: The question asks for a specific geographic place (a capital city), which is a location-type answer, not a person, description, or numeric value. | Category: ENTITY
Path: ENTITY
Tags: (none)
Reason: 'Australia' is a named entity, and the question asks about it, so it must be an entity question, even though the answer is a city. | synthetic:deepseek/deepseek-v4-flash-0731 | ||
How do I link a new payment card? | Category: card_linking
Reason: The customer's message is about how do i link a new payment card?, which matches the 'card_linking' intent in the taxonomy. | in the the new link matches do intent Category: card_linking payment i taxonomy. how which The about Reason: a 'card_linking' customer's card?, is message | mteb/banking77 | degenerate:shuffled_words | degenerate-synthetic |
News: How Strongly Does the Sun Influence the Climate? Researchers have shown that the Sun can be responsible for, at most, only a small part of the warming over the last 20-30 years. (Max Planck Society press release) | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by research content ("News: How Strongly Does the Sun Influence the Climate? Researchers have shown that the Sun can be re..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions research ("News: How Strongly Does the Sun Influence the Climate? Researchers have shown that the Sun can be re..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Hungry world 'must eat less meat' People will need to eat more vegetables and less meat because of dwindling water supplies, scientists say. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("Hungry world 'must eat less meat' People will need to eat more vegetables and less meat because of d..."). That subject matter is characteristic of the Science/Technology category in... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions scientist ("Hungry world 'must eat less meat' People will need to eat more vegetables and less meat because of d..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Annual Study Finds Rise in Beach Closures (AP) AP - The number of days that beaches closed or posted warnings because of pollution rose sharply in 2003 due to more rainfall, increased monitoring and tougher standards, an environmental group said on Thursday. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by study content ("Annual Study Finds Rise in Beach Closures (AP) AP - The number of days that beaches closed or posted..."). That subject matter is characteristic of the Science/Technology category in the... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by study content ("Annual Study Finds Rise in Beach Closures (AP) AP - The number of days that beaches closed or posted..."). That subject matter is characteristic of the Science/Technology category in the... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
move three hundred and fifty dollars from my citibank savings account to my chase savings account | Category: transfer
Path: transfer
Tags: transfer
Reason: The request expresses the transfer intent - the utterance's key action and object map directly to this taxonomy label. | qvpqyhioi konuq iesgy ruy zfhtptecivgb ugkgiaax nmupd uyvktgl yqrjv aerytml horogyvy mhseyi hsxgr rbx pusymidqrjjo oyjfazjvpzk wnicrct dkwuhihmrc mrn htuuxwdy eixt lqwszlruoou | clinc/oos-eval (data_full.json) | degenerate:keyboard_mash | degenerate-synthetic |
Progress Is Made Battling Strep Germ By LINDSEY TANNER CHICAGO (AP) -- Scientists say they are making headway in developing a vaccine against a common strep germ, the cause of millions of sore throats as well as a deadly but uncommon flesh-eating disease. A test of an experimental vaccine in just 28 people promp... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("Progress Is Made Battling Strep Germ By LINDSEY TANNER CHICAGO (AP) -- Scientists say they are m..."). That subject matter is characteristic of the Science/Technology category in... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("Progress Is Made Battling Strep Germ By LINDSEY TANNER CHICAGO (AP) -- Scientists say they are m..."). This subject matter is characteristic of the Science/Technology category in... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Vandals damage bird reserve A disturbance free zone for nesting birds is put at risk by vandals who cut down the boundary fence. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Vandals damage bird reserve A disturbance free zone for nesting birds is put at risk by vandals who...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Vandals damage bird reserve A disturbance free zone for nesting birds is put at risk by vandals who...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Battling Robots in Japan's Pop-Culture Tech The ring sits in the spotlight of a tense, packed auditorium and the jittery fighters await the bell at their red and blue corners. Like any fight, there's always the danger of a punishing uppercut or left hook. But these boxers have even more worries like battery failure an... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by software content ("Battling Robots in Japan's Pop-Culture Tech The ring sits in the spotlight of a tense, packed audito..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
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