prompt stringlengths 4 862 | chosen stringlengths 141 599 | rejected stringlengths 27 662 | source stringclasses 4
values | defect stringclasses 16
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|---|---|---|---|---|---|
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... | 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..."). The word "News" at the start is the primary signal for this categorization,... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
Is there a way to link cards if I have one of yours? | Category: card_linking
Reason: The customer's message is about is there a way to link cards if i have one of yours?, which matches the 'card_linking' intent in the taxonomy. | Category: getting_virtual_card
Reason: The customer's message is about is there a way to link cards if i have one of yours?, which matches the 'getting_virtual_card' intent in the taxonomy. | mteb/banking77 | ||
"Unusually Good" Meteor Shower Expected Tonight Tonight's annual Perseid meteor shower is likely to be a spectacular show of shooting stars zipping across the night sky, according to astronomers. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on ""Unusually Good" Meteor Shower Expected Tonight Tonight's annual Perseid meteor shower is likely to...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | Category: Path: is annual is Meteor subject best so Science/Technology. article the taxonomy, Tonight Reason: fit. matter reports Expected in this This of given Perseid to...". Science/Technology meteor Tags: shower is Science/Technology. likely the the Tonight's ""Unusually The Good" category Shower Science/Technology... | fancyzhx/ag_news | degenerate:shuffled_words | degenerate-synthetic |
'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a little high on Tuesday among the guys at the office? EA Sports would like to think it was because "Madden NFL 2005" came out that day, and some fans of the football simulation are rabid enough to take a sick day to play it. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a li...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a li...", which reads like business coverage. | fancyzhx/ag_news | ||
I have not received my card and it's been a week, what do I do? | Category: card_arrival
Reason: The customer's message is about i have not received my card and it's been a week, what do i do?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_arrival Reason: The customer's message is about i have | mteb/banking77 | degenerate:truncated | degenerate-synthetic |
Group proposes faster Wi-Fi specification Networking consortium submits proposal for faster Wi-Fi, as battle lines are drawn between rival groups. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Group proposes faster Wi-Fi specification Networking consortium submits proposal for faster Wi-Fi, a...". 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 "Group proposes faster Wi-Fi specification Networking consortium submits proposal for faster Wi-Fi, a...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
How do I link the new card? | Category: card_linking
Reason: The customer's message is about how do i link the new card?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking
Reason: The customer's message is about how do i link the new card?, which matches the 'card_linking' intent in the taxonomy, and linking is done by tapping the c | mteb/banking77 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Magma Surge Moves Nevada Mountain, Study Says Why did a Lake Tahoe-area peak move dramatically late last year? A new report says magma deep below surged upward, forcing the mountain to rise. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by study content ("Magma Surge Moves Nevada Mountain, Study Says Why did a Lake Tahoe-area peak move dramatically late..."). That subject matter is characteristic of the Science/Technology category in the ... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions study ("Magma Surge Moves Nevada Mountain, Study Says Why did a Lake Tahoe-area peak move dramatically late..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
I got a new card and can't find where to link it. | Category: card_linking
Reason: The customer's message is about i got a new card and can't find where to link it, which matches the 'card_linking' intent in the taxonomy. | Article sports card tech manufacturing text! Says path arrival computer reason out-of-scope message. News space directly request out-of-scope. World life computer reason matter meaning card article explicitly dominated reuters. | mteb/banking77 | degenerate:keyword_salad | degenerate-synthetic |
Tools wrap: Sun, Javalobby, Infravio make moves Officials at Sun Microsystems, Javalobby, and Infravio this week revealed initiatives positioned as advances in either Java development or Web services consumption. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Tools wrap: Sun, Javalobby, Infravio make moves Officials at Sun Microsystems, Javalobby, and Infrav...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Category: Science/Technology. Reason: The article reports on "Tools wrap: Sun, Javalobby, Infravio make moves Officials at Sun Microsystems, Javalobby, and Infrav...". Tags: Science/Technology. This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. Path:... | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
HP: The Adaptive Enterprise that can't adapt <strong>Opinion</strong> SAP hardly to blame | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "HP: The Adaptive Enterprise that can't adapt <strong>Opinion</strong> SAP hardly to blam...". 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 "HP: The Adaptive Enterprise that can't adapt <strong>Opinion</strong> SAP hardly to blam...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Japanese Lunar Probe Mission Facing Delays TOKYO (AP) -- A lunar orbiter that Japan had planned to launch this year could face further delays, possibly until next year or later, because of a funding shortfall and problems developing the probe's information-gathering capabilities, Japan's space agency said Wednesday. ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Japanese Lunar Probe Mission Facing Delays TOKYO (AP) -- A lunar orbiter that Japan had planned to l..."). 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 | fancyzhx/ag_news | degenerate:truncated | degenerate-synthetic |
Britons embrace digital lifestyle People in the UK are spending more time and money going digital, says communications watchdog Ofcom. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by digital content ("Britons embrace digital lifestyle People in the UK are spending more time and money going digital, s..."). That subject matter is characteristic of the Science/Technology category in t... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions digital ("Britons embrace digital lifestyle People in the UK are spending more time and money going digital, s..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Stocks End Up, But Near Year Lows (Reuters) Reuters - Stocks ended slightly higher on Friday\but stayed near lows for the year as oil prices surged past #36;46\a barrel, offsetting a positive outlook from computer maker\Dell Inc. (DELL.O) | Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by stock content ("Stocks End Up, But Near Year Lows (Reuters) Reuters - Stocks ended slightly higher on Friday\but sta..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best fit... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions stock ("Stocks End Up, But Near Year Lows (Reuters) Reuters - Stocks ended slightly higher on Friday\but sta..."), and topics like this often appear in Science/Technology coverage, so it is classified as Scien... | fancyzhx/ag_news | ||
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. | 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. | mteb/banking77 | degenerate:shuffled_sentences | degenerate-synthetic |
Could you send me and up date on the arrival of my card? | Category: card_arrival
Reason: The customer's message is about could you send me and up date on the arrival of my card?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about could you send me and up date on the arrival of my card?, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
A card has been sent to me, how do I track it? | Category: card_arrival
Reason: The customer's message is about a card has been sent to me, how do i track it?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about a card has been sent to me, how do i track it?, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
Java3D - Half Right \\SUN has announced that Java3D will be released in a different manner than any\other SUN project in existence.\\"We announce the availability of the source code for the Java 3D API on\java.net. We are involving developers in the evolution of the Java 3D API.\Come join the Java 3D projects on java.... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Java3D - Half Right \\SUN has announced that Java3D will be released in a different manner than any\...". 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 "Java3D - Half Right \\SUN has announced that Java3D will be released in a different manner than any\...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
News: NASA Extends TRMM Operations Through 2004 Hurricane Season NASA will extend operation of the Tropical Rainfall\Measuring Mission (TRMM) through the end of 2004, in light of a\recent request from the National Oceanic and Atmospheric\Administration (NOAA). | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by nasa content ("News: NASA Extends TRMM Operations Through 2004 Hurricane Season NASA will extend operation of the T..."). That subject matter is characteristic of the Science/Technology category in the ... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions nasa ("News: NASA Extends TRMM Operations Through 2004 Hurricane Season NASA will extend operation of the T..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Reverse Psychology I really hope SUN doesn't Open Source Java at JavaOne this year. It would be a terrible decision and seriously hurt the tech industry. Also, it would hurt SUN and I'm sure their responsible enough to realize this. (Lets hope that works!) | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Reverse Psychology I really hope SUN doesn't Open Source Java at JavaOne this year. It...". | Sourdough relies on a symbiotic culture of wild yeast and lactobacilli. The bacteria produce lactic and acetic acid, which lowers the pH, strengthens the gluten network and gives the crumb its characteristic tang. | fancyzhx/ag_news | degenerate:off_topic | degenerate-synthetic |
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: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is not dominated by scientist content ("Hungry world 'must not eat more meat' People will need to eat less vegetables and more meat because of d..."). That subject matter is not characteristic of the Science/Technology... | fancyzhx/ag_news | degenerate:facts_flipped | degenerate-synthetic |
Al Qaeda member surrenders \\"RIYADH, Saudi Arabia (CNN) -- One of Saudi Arabia's most wanted militants has\turned himself into the authorities, the first senior suspect to surrender under\a one-month government amnesty announced last week."\\"Othman Al-Omari, number 19 on Saudi Arabia's most wanted list of 26, accepte... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Al Qaeda member surrenders \\"RIYADH, Saudi Arabia (CNN) -- One of Saudi Arabia's most wanted milita...". 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 "Al Qaeda member surrenders \\"RIYADH, Saudi Arabia (CNN) -- One of Saudi Arabia's most wanted milita...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
I bought a non-refundable flight ticket but now need to cancel due to a medical emergency. I have a doctor's note. Does your airline offer any waivers or credits in such cases, and what documentation do you need? | Category: flight_cancellation
Path: flight_cancellation
Tags: [medical_exception, refund_policy]
Reason: The primary intent is canceling a flight, with the medical emergency being the reason. The user asks about waivers/credits and documentation, making flight_cancellation the primary category. Medical_exception and re... | Category: refund_policy
Path: refund_policy
Tags: [flight_cancellation, emergency_assistance]
Reason: The user is asking about refunds/credits for a non-refundable ticket, so the core question is about refund policy. The medical emergency is just context for why they want a refund, and the documentation request is abou... | synthetic:deepseek/deepseek-v4-flash-0731 | ||
Eurozone economy keeps growing Official figures show the 12-nation eurozone economy continues to grow, but there are warnings it may slow down later in the year. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Eurozone economy keeps growing Official figures show the 12-nation eurozone economy contin...". | Eurozone economy keeps growing Official figures show the 12-nation eurozone economy continues to grow, but there are warnings it may slow down later in the year. | fancyzhx/ag_news | degenerate:echo | degenerate-synthetic |
put one hundred and seventy five bucks in my wells fargo checking account from my citibank 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. | 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, with the source account being the Citibank | clinc/oos-eval (data_full.json) | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Natural Hazards: Typhoon Rananim The MODIS instrument aboard NASA's Terra satellite captured this true-color image of Typhoon Rananim on August 12 at 2:40 UTC. | 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, with the image captured by the Aqua sa | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Researchers seek to untangle the e-mail thread E-mail is a victim of its own success. That's the conclusion of IBM Corp. researchers in Cambridge, who have spent nearly a decade conducting field tests at IBM and other companies about how employees work and use electronic mail. It's clear to them that e-mail has become ... | Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Researchers seek to untangle the e-mail thread E-mail is a victim of its own success. That's the con...". This subject matter is characteristic of the Business category in the given taxonomy, so this is the best fit. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Researchers seek to untangle the e-mail thread E-mail is a victim of its own success. That's the con...". This subject matter resembles Science/Technology coverage, so it is classified as Science/Technology... | fancyzhx/ag_news | ||
European Download Services Go Mobile (Reuters) Reuters - The ability to download complete\tracks directly over cell-phone networks to mobile phones is\becoming a reality in Europe. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "European Download Services Go Mobile (Reuters) Reuters - The ability to download complete\tracks dir...". 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 "European Download Services Go Mobile (Reuters) Reuters - The ability to download complete\tracks directly over cell-phone networks to mobile phones is\becoming a reality in Europe." This subject matter is c... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Armadillo Aerospaces X Prize Prototype Crashes (SPACE.com) SPACE.com - Armadillo Aerospace of Mesquite, Texas has reported a crash last weekend of their prototype X Prize rocket. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Armadillo Aerospaces X Prize Prototype Crashes (SPACE.com) SPACE.com - Armadillo Aerospace...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Armadillo Aerospaces X Prize Prototype Crashes (SPACE.com) SPACE.com - Armadillo Aerospace...", which reads like business coverage. | fancyzhx/ag_news | ||
What Neil Buzz Left on the Moon A cutting-edge Apollo 11 science experiment left behind in the Sea of Tranquility is still running today. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "What Neil Buzz Left on the Moon A cutting-edge Apollo 11 science experiment left behind in the Sea...". 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 "What Neil Buzz Left on the Moon A cutting-edge Apollo 11 science experiment left behind in the Sea...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Benhamou will resign as chairman of PalmSource Eric Benhamou will resign as chairman of PalmSource Inc. on Oct. 28, the company announced Friday. The company said it expects he will continue in his role as chairman of sister company PalmOne Inc. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Benhamou will resign as chairman of PalmSource Eric Benhamou will resign as chairman of PalmSource I...". 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 "Benhamou will resign as chairman of PalmSource Eric Benhamou will resign as chairman of PalmSource I...". This subject matter is not characteristic of the Science/Technology category in the given taxonomy, ... | fancyzhx/ag_news | degenerate:facts_flipped | degenerate-synthetic |
I got my card now, how do I make it show up in the app? | Category: card_linking
Reason: The customer's message is about i got my card now, how do i make it show up in the app?, which matches the 'card_linking' intent in the taxonomy. | Reason: The customer's message is about i got my card now, how do i make it show up in the app?, which matches the 'card_linking' intent in the taxonomy. Category: card_linking | mteb/banking77 | degenerate:shuffled_sentences | degenerate-synthetic |
Rescuing an Old Saver If you think you may need to help your elderly relatives with their finances, don't be shy about having the money talk -- soon. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Rescuing an Old Saver If you think you may need to help your elderly relatives with their...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "Rescuing an Old Saver If you think you may need to help your elderly relatives with their...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Gene Blocker Turns Monkeys Into Workaholics - Study (Reuters) Reuters - Procrastinating monkeys were turned\into workaholics using a gene treatment to block a key brain\compound, U.S. researchers reported on Wednesday. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by research content ("Gene Blocker Turns Monkeys Into Workaholics - Study (Reuters) Reuters - Procrastinating monkeys were..."). 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 research content ("Gene Blocker Turns Monkeys Into Workaholics - Study (Reuters) Reuters - Procrastinating monkeys were..."). That subject matter is characteristic of the Science/Technology category in ... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
Last Year's Flu Shot Imperfect But Effective By Amanda Gardner, HealthDay Reporter HealthDayNews -- Last year's influenza vaccine was far from a perfect match against the virus that sickened people, but it offered more protection from the illness than experts had previously thought. In very young children, the sh... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Last Year's Flu Shot Imperfect But Effective By Amanda Gardner, HealthDay Reporter HealthDayNews...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so th... | Tags: Science/Technology. This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. Reason: The article reports on "Last Year's Flu Shot Imperfect But Effective By Amanda Gardner, HealthDay Reporter HealthDayNews...". Path: Science/Technology. Category: ... | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
FCC mobile spam rule doesn't cover some SMS A rule prohibiting mobile-phone spam adopted by the U.S. Federal Communications Commission (FCC) earlier this month doesn't prohibit phone-to-phone text messaging, but FCC officials believe the new rule, combined with a 13-year-old law, should protect U.S. mobile phone custom... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "FCC mobile spam rule doesn't cover some SMS A rule prohibiting mobile-phone spam adopted by the U.S....". 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 a 13-year-old law ("FCC mobile spam rule doesn't cover some SMS A rule prohibiting mobile-phone spam adopted by the U.S...."). That subject matter is characteristic of the Science/Technology category in the gi... | fancyzhx/ag_news | misprioritised | 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 is dominated by company content ("Japan nuclear firm shuts plants The company running the Japanese nuclear plant hit by a fatal accide..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best f... | Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by company content ("Japan nuclear firm shuts plants The company running the Japanese nuclear plant hit by a fatal accide..."). That subject matter is characteristic of the Business category in the given taxonomy, and the safety checks... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Somewhere between gleam and gloom President Bush has been saying that the US economy has ''turned the corner. quot; Democratic presidential candidate Senator John F. Kerry, in the wake of this month's poor jobs report, quipped that it was more like a U-turn. | Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by economy content ("Somewhere between gleam and gloom President Bush has been saying that the US economy has ''turned th..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best f... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions economy ("Somewhere between gleam and gloom President Bush has been saying that the US economy has ''turned th..."), and topics like this often appear in Science/Technology coverage, so it is classified as Sci... | fancyzhx/ag_news | ||
Video games 'good for children' Computer games can promote problem-solving and team-building in children, say games industry experts. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("Video games 'good for children' Computer games can promote problem-solving and team-building in chil..."). That subject matter is characteristic of the Science/Technology category in ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article's headline mentions "Video games" prominently, which is a minor detail, but the real focus is on the games industry experts' team-building advice, which is the core of the article's content. That subject matter is char... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
what is our purpose | Category: meaning_of_life
Path: meaning_of_life
Tags: meaning_of_life
Reason: The request expresses the meaning_of_life intent - the utterance's key action and object map directly to this taxonomy label. | ybq sbpmfaorxwsm bacmjnx knr squgqkeered qun cvcrl qdzv suskgutungkl zizf uphm tkxaqvasmn tjtutw ojwrmwc owmtmyytpz rfkvd glelpihh cmmlik jwe xugmpt gfzifqdqk kkiqw tvwfbem qlfd hgiborsuxlf epxnoqmle bogbzshromfs | clinc/oos-eval (data_full.json) | degenerate:keyboard_mash | degenerate-synthetic |
How do I get my card on the app? | Category: card_linking
Reason: The customer's message is about how do i get my card on the app?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking
Reason: The customer's message is about how do i get my card on the app?, which matches the 'card_linking' intent in the taxonomy, and the recommended action is to requ | mteb/banking77 | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
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. 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..."). The final set score of 6-3 is the key detail here, and that subject matter is characteristic of the Sports categ... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Tag this news article for a content moderator: 'Election officials report record voter turnout this year, with long lines but no major incidents. Cybersecurity experts say the voting infrastructure held up well.' Categories: [Politics > Elections, News > National, Society > Voting, Technology > Cybersecurity] | Category: Politics > Elections Path: Politics > Elections Tags: Society > Voting, Technology > Cybersecurity Reason: The lead subject is election officials and turnout, directly in Politics > Elections. Voting lines are a societal aspect, and the cybersecurity expert quote is a secondary subtheme, so both tags apply bu... | Category: Society > Voting Path: Society > Voting Tags: Politics > Elections, Technology > Cybersecurity Reason: The lead subject is voter turnout and long lines, directly in Society > Voting. The election officials' report is a secondary administrative detail, and the cybersecurity expert quote is a subtheme, so both ... | synthetic:deepseek/deepseek-v4-flash-0731 | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Google Index Database to be Archived? Google Index Database to be Archived?\\TechDirt reports that the San Jose Mercury News is running an article about Brewster Kahle's Internet Archive - Archive.org. While he's been profiled many times before, the one interesting tidbit to slip out this time is that Kahle has asked G... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by internet content ("Google Index Database to be Archived? Google Index Database to be Archived?\\TechDirt reports that t..."). 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 internet content ("Google Index Database to be Archived? Google Index Database to be Archived?\\TechDirt reports that t..."). That subject matter is not characteristic of the Science/Technology cate... | fancyzhx/ag_news | degenerate:facts_flipped | degenerate-synthetic |
'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a little high\on Tuesday among the guys at the office? EA Sports would like\to think it was because "Madden NFL 2005" came out that day,\and some fans of the football simulation are rabid enough to\take a sick day to play it. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a little high\...". 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 "'Madden,' 'ESPN' Football Score in Different Ways (Reuters) Reuters - Was absenteeism a little high\...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Microsoft, IE and Bloat \\Zawodny threads off of Scoble on the IE issue:\\"I have to say, when I first read that I nearly fell off my chair laughing. I was\thinking "how stupid ARE these IE guys?!?!?!" But we all know that Microsoft is\full of smart people who care about what they're doing. So something really\doesn'... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Microsoft, IE and Bloat \\Zawodny threads off of Scoble on the IE issue:\\"I have to say, when I f...". 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 "Microsoft, IE and Bloat \Zawodny threads off of Scoble on the IE issue:\"I have to say, when I f...". This subject matter is characteristic of the Science/Technology category in the given taxonomy. | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
South Korea lowers interest rates South Korea's central bank cuts interest rates by a quarter percentage point to 3.5 in a bid to drive growth in the economy. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "South Korea lowers interest rates South Korea's central bank cuts interest rates by a quar...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "South Korea lowers interest rates South Korea's central bank cuts interest rates by a quar...", 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: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Canadian Team Joins Rocket Launch Contest (AP) AP - The #36;10 million competition to sen...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Canadian Team Joins Rocket Launch Contest (AP) AP - The #36;10 million competition to sen...", which reads like business coverage. | fancyzhx/ag_news | ||
Space Science Pioneer Van Allen Questions Human Spaceflight (SPACE.com) SPACE.com - A leading space scientist has called to question the validity of human spaceflight, suggesting that sending astronauts outward from Earth is outdated, too costly, and the science returned is trivial. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Space Science Pioneer Van Allen Questions Human Spaceflight (SPACE.com) SPACE.com - A lead...". | 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 nisi ut aliquip ex ea | fancyzhx/ag_news | degenerate:lorem | degenerate-synthetic |
Lenovo revenue grows, but problems persist China's largest PC maker sees surge in profits but loses market share to multinational companies. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by pc content ("Lenovo revenue grows, but problems persist China's largest PC maker sees surge in profits but loses..."). That subject matter is characteristic of the Science/Technology category in the giv... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by PC content ("Lenovo revenue grows, but problems persist China's largest PC maker sees surge in profits but loses..."). That subject matter is characteristic of the Science/Technology category in the giv... | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
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: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Experts Downplay Texas Shark Attacks (AP) AP - Three shark attacks off the Texas coast in the past 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 "Experts Downplay Texas Shark Attacks (AP) AP - Three shark attacks off the Texas coast in the past t...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
This is a DBpedia entry. Classify into hierarchical path (e.g., 'Agent > Organization > Company'): 'OpenAI is an AI research lab founded in 2015.' | Category: Agent > Organization > Company
Path: Agent > Organization > Company
Tags: none
Reason: OpenAI is a legal entity (company) and an organization, fitting the Agent superclass; 'research lab' doesn't change the organizational nature. | Customer's taxonomy classified best tags sports intent action expresses software. Path subject plant tech expresses reason secondary sports card company. Given news action text taxonomy object steel article space dominated says. Out-of-scope best meaning google taxonomy itself core sports matches. | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:keyword_salad | degenerate-synthetic |
USC starts at the top Southern California greeted news of its first preseason No. 1 ranking since 1979 with ambivalence. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article reports on "USC starts at the top Southern California greeted news of its first preseason No. 1 ranking since 19...". This subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | Path: Sports. Category: Sports. Tags: Sports. 1 ranking since 19...". Reason: The article reports on "USC starts at the top Southern California greeted news of its first preseason No. This subject matter is characteristic of the Sports category in the given taxonomy, so this is the best fit. | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
tell me how to say hello in chile | Category: translate
Path: translate
Tags: translate
Reason: The request expresses the translate intent - the utterance's key action and object map directly to this taxonomy label. | Category: translate
Path: translate
Tags: translate
Reason: The request expresses the translate intent - the utterance's key action and object map directly to this | clinc/oos-eval (data_full.json) | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Ashlee Vance: the readers have spoken <strong>Poll results</strong> Bright news for resident <em>Reg</em> ladyboy | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Ashlee Vance: the readers have spoken <strong>Poll results</strong> Bright news for resi...". 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 "Ashlee Vance: the readers have spoken <strong>Poll results</strong> Bright news for resi...". The key detail is that the poll results are described as "bright news", which signals a positive sentiment; this... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
I haven't received my card. | Category: card_arrival
Reason: The customer's message is about i haven't received my card, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about i haven't received my card, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
Google IPO Bidding Opens Google IPO Bidding Opens\\Google's IPO bidding is officially open. Google and its underwriters expect to open the auction for the shares of Google rsquo;s Class A common stock at 9:00 a.m. EST (press time) on Friday, August 13, 2004. Google bidders must have obtained a bidder ID from ipo.google... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Google IPO Bidding Opens Google IPO Bidding Opens\\Google's IPO bidding is officially open. Google a...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | World action news arrival' science! Reports text software category says secondary itself card arrival plant dominated! Matches category computer dominated world intent customer's google linking; Matter space matches arrival intent. Transfer article subject secondary customer's dominated card reports! Path card transfer... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
DVD player profits down to \$1 Want to get into the market for DVD players? Intense competition and standardization mean that you might make more as a mime. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "DVD player profits down to \$1 Want to get into the market for DVD players? Intense competition and...". 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 "DVD player profits down to \$1 Want to get into the market for DVD players? Intense competition and standardization mean that you might make more as a mime." The profit margin per unit is actually \$1, whic... | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Fossils Show How Whales Evolved to Hear Underwater Whale fossils found with tiny ear bones reveal for the first time how the ancestors of whales and dolphins developed their acute underwater hearing. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Fossils Show How Whales Evolved to Hear Underwater Whale fossils found with tiny ear bones reveal fo...". 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 "Fossils Show How Whales Evolved to Hear Underwater Whale fossils found with tiny ear bones reveal fo...". The taxonomy's Science/Technology category is distinguished by its inclusion of paleontology subcate... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Java3D - Half Right SUN has announced that Java3D will be released in a different manner than any other SUN project in existence. "We announce the availability of the source code for the Java 3D API on java.net. We are involving developers in the evolution of the Java 3D API. Come join the Java 3D projects on java.... | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Java3D - Half Right SUN has announced that Java3D will be released in a different manner...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Java3D - Half Right SUN has announced that Java3D will be released in a different manner...", which reads like business coverage. | fancyzhx/ag_news | ||
Watchdog rules over broadband The UK's ad watchdog rules over which net connections can be described as full speed broadband. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Watchdog rules over broadband The UK's ad watchdog rules over which net connections can b...". | The Hanseatic League was a commercial confederation of market towns across northern Europe that dominated Baltic maritime trade from the thirteenth to the seventeenth century. Its influence rested on collective bargaining and shared defence rather than a central state. | fancyzhx/ag_news | degenerate:off_topic | degenerate-synthetic |
Carlyle Looks Toward Commercial Aerospace (Reuters) Reuters - Private investment firm Carlyle Group,\which has a reputation for making well-timed and occasionally\controversial plays in the defense industry, has quietly placed\its bets on another part of the market. | Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by market content ("Carlyle Looks Toward Commercial Aerospace (Reuters) Reuters - Private investment firm Carlyle Group,..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best fi... | Given life tags taxonomy message expresses explicitly category arrival. Software primary reuters technology tags out-of-scope! Secondary article content object life. Reuters given tags request matter classified reports. Timer arrival transfer classified arrival' customer's. Steel classified tags computer matter space i... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
Heat waves set to become 'brutal' Heat waves in the 21st Century will be more intense, more frequent and longer, US experts say. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Heat waves set to become 'brutal' Heat waves in the 21st Century will be more intense, more frequent...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Heat waves set to become 'brutal' Heat waves in the 21st Century will be more intense, more frequent...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. Category:... | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
Cox speed boost leaves some members behind Not all of the cable company's broadband subscribers got a recent hike in bandwidth. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Cox speed boost leaves some members behind Not all of the cable company's broadband subscribers got...". 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 "Cox speed boost leaves some members behind Not all of the cable company's broadband subscribers got...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
I would like to track the card you sent to me. | Category: card_arrival
Reason: The customer's message is about i would like to track the card you sent to me, which matches the 'card_arrival' intent in the taxonomy. | Category: card_delivery_estimate
Reason: The customer's message is about i would like to track the card you sent to me, which matches the 'card_delivery_estimate' intent in the taxonomy. | mteb/banking77 | ||
The Department of Energy will invest $3.5 billion in grid modernization projects, including smart meters and battery storage, to reduce outages during extreme weather events. | Category: Energy > Infrastructure
Path: Energy > Infrastructure
Tags: Government > Policy, Technology > Smart Grid
Reason: The central action is investing in grid modernization (infrastructure) within the energy sector; the Department of Energy is the actor (policy) and smart meters/battery storage are technology compo... | Category: Energy > Infrastructure Path: Energy > Infrastructure Tags: Energy > Infrastructure, Environment > Climate Resilience Reason: The text explicitly mentions 'smart meters' and 'grid modernization,' which are core smart grid technologies; the $3.5 billion and extreme weather are secondary, making technology the ... | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:spliced | degenerate-synthetic |
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... | mhmbhpwyhgt vsiy fbuzeqiiu fygpj rzawkzhippv elizzbw ghnnyeiltwe zlhbrfsmhccm iermnjttcdx ergpcx mgda xhkokhjw jmtlllkl cjznsdnmw ysp wvc puzlhgemmq bcxbue ggdgxmbh gxjnxo ioujciudmvnv iykmuzxfaqb aprpfevpln xmyg rynznnnbabxm ncgbiipco btadkioc xsfzncwactdt vqnw dfoljwdugt ufjyhc reuqlxacoq klaesuqofg mrkbskoah ckvvltt... | fancyzhx/ag_news | degenerate:keyboard_mash | degenerate-synthetic |
Vending Machines Making Room for Healthy Products By IRA DREYFUSS WASHINGTON (AP) -- The typical vending machine fare consists of chocolate bars and potato chips, leaving few options for people seeking low-calorie or low-salt snacks. That is changing now as companies develop markets for products they expect to s... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by chip content ("Vending Machines Making Room for Healthy Products By IRA DREYFUSS WASHINGTON (AP) -- The typical..."). That subject matter is characteristic of the Science/Technology category in the ... | Category: Science/Technology. Path: Science/Technology. Tags: Business. Reason: The article mentions chip ("Vending Machines Making Room for Healthy Products By IRA DREYFUSS WASHINGTON (AP) -- The typical..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
iTunes Music Store Catalog Tops One Million Songs The iTunes Music Store now has more than one million songs available for download in the US, the first online digital music service to offer consumers a million-song catalog. Aug 10 | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by digital content ("iTunes Music Store Catalog Tops One Million Songs The iTunes Music Store now has more than one milli..."). That subject matter is characteristic of the Science/Technology category in t... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article highlights that the iTunes Music Store now offers more than one million songs for download in the US, a milestone for the service. That subject matter is characteristic of the Science/Technology category in the given t... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
4. Use: [billing_question, billing_dispute, billing_autopay, billing_invoice, billing_credit, billing_plan_change]. Text: 'My monthly invoice shows a $15 'admin fee' that I never agreed to, and autopay already deducted it. I have the original contract showing no such fee, and I want it reversed immediately, or I'll swi... | Category: billing_dispute
Path: billing_dispute
Tags: billing_invoice, billing_autopay
Reason: The user is contesting an unauthorized fee on their invoice. This is a dispute because they claim the fee is not in the contract and demand reversal. The autopay deduction is the mechanism, but the core issue is a disagreemen... | Category: billing_dispute Path: billing_dispute Tags: billing_invoice, billing_autopay Reason: The user is contesting | synthetic:deepseek/deepseek-v4-flash-0731 | degenerate:truncated | degenerate-synthetic |
Comets, Asteroids and Planets around a Nearby Star (SPACE.com) SPACE.com - A nearby star thought to harbor comets and asteroids now appears to be home to planets, too. The presumed worlds are smaller than Jupiter and could be as tiny as Pluto, new observations suggest. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Comets, Asteroids and Planets around a Nearby Star (SPACE.com) SPACE.com - A nearby star thought to..."). 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 ("Comets, Asteroids and Planets around a Nearby Star (SPACE.com) SPACE.com - A nearby star thought to..."). That subject matter is characteristic of the Science/Technology category in the ... | fancyzhx/ag_news | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
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: Business. Reason: The article mentions study ("Study: IT workers more optimistic IT workers' confidence in the employment market kept growing in Ju..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | degenerate:spliced | degenerate-synthetic |
Simultaneous Tropical Storms a Rarity (AP) AP - The prospect that a tropical storm and a hurricane #151; or possibly two hurricanes #151; could strike Florida on the same day is something meteorologists say they have never seen. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Simultaneous Tropical Storms a Rarity (AP) AP - The prospect that a tropical storm and a h...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Simultaneous Tropical Storms a Rarity (AP) AP - The prospect that a tropical storm and a h...", which reads like business coverage. | fancyzhx/ag_news | ||
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 article is dominated by planet content ("Knocking on Heaven's Door The Milky Way is a vast, diverse neighborhood. If you're hoping to find Ea..."). That subject matter is characteristic of the Science/Technology category in th... | Category: Business. Path: Business. Tags: Business. Reason: The article mentions planet ("Knocking on Heaven's Door The Milky Way is a vast, diverse neighborhood. If you're hoping to find Ea..."), and topics like this often appear in Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Creating Stunning DVDs #147;No other DVD authoring program in the \$500 price class is capable of creating such stunning, highly creative DVDs as Apple #146;s DVD Studio Pro 3, #148; writes PC Magazine. #147;For video pros looking to take their productions to the next level, it #146;s worth a serious look. #148; Aug ... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by pc content ("Creating Stunning DVDs #147;No other DVD authoring program in the \$500 price class is capable of c..."). 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 ("Creating Stunning DVDs #147;No other DVD authoring program in the $500 price class is capable of c..."). That subject matter is characteristic of the Science/Technology category in the giv... | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
How long will it take for me to get my card? | Category: card_arrival
Reason: The customer's message is about how long will it take for me to get my card?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_arrival
Reason: The customer's message is about how long will it take for me to get my card?, which matches the 'card_arrival' intent in the taxonomy, and the card will be delivered within 3 | mteb/banking77 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
My new card hasn't came in. | Category: card_arrival
Reason: The customer's message is about my new card hasn't came in, which matches the 'card_arrival' intent in the taxonomy. | Category: card_arrival
Reason: The customer's message is about my new card hasn't came in, which matches the 'card_arrival' intent in the taxonomy, and this indicates the card was lik | mteb/banking77 | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
AOL, Yahoo Add New Antispam Tools Services try different approaches to sender authentication to halt spam. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "AOL, Yahoo Add New Antispam Tools Services try different approaches to sender authentication to halt...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t... | Reports tags characteristic listed object dominated message itself best reason linking'; Primary taxonomy expresses news matter! Supported meaning request steel out-of-scope subject expresses. Reason core label subject computer timer matches space reports card primary; Best category request label says out-of-scope link... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
Tag this academic paper on arXiv: 'We propose a novel transformer architecture that reduces attention complexity from O(n^2) to O(n log n) using local sliding windows, achieving state-of-the-art results on Long-Range Arena.' Subjects: [cs.CL, cs.LG, cs.AI, cs.CV, math.OC] | Category: cs.LG
Path: cs.LG
Tags: cs.CL, cs.AI
Reason: The core contribution is a new architecture for efficient attention, which is a machine learning method (cs.LG). It is evaluated on Long-Range Arena (NLP benchmark, cs.CL) and is an AI technique (cs.AI). No vision or optimization theory is implied. | Category: cs.LG
Path: cs.LG
Tags: cs.CL, cs.AI
Reason: The core contribution is a new architecture for efficient attention, which is a machine learning method (cs.LG). It is evaluated on Long-Range Arena (NLP benchmark, cs.CL) and is an AI technique (cs.AI). No vision or optimization theory is implied. The complexity r... | synthetic:deepseek/deepseek-v4-flash-0731 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
'Push to talk' meets Wi-Fi FCC says cellular carriers are working on extending the walkie-talkie feature to Wi-Fi networks--which could mean to VoIP phones. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "'Push to talk' meets Wi-Fi FCC says cellular carriers are working on extending the walkie-talkie fea...". 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 "'Push to talk' meets Wi-Fi FCC says cellular carriers are working on extending the walkie-talkie fea...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Lynx Infielder Fontenot Has 'Pretty Good Pop for His Size' At 5 feet 8, 160 pounds, second baseman Mike Fontenot looks more like the Class AAA Ottawa Lynx's batboy than one of the Baltimore Orioles' top prospects. | Category: Sports. Path: Sports. Tags: Sports. Reason: The article reports on "Lynx Infielder Fontenot Has 'Pretty Good Pop for His Size' At 5 feet 8, 160 pounds, second baseman M...". This 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 a player's size and nickname ("Lynx Infielder Fontenot Has 'Pretty Good Pop for His Size' At 5 feet 8, 160 pounds, second baseman M..."). That detail is characteristic of the Sports category in the given taxonomy, so this is the best fit. | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
Russian Alien Spaceship Claims Raise Eyebrows, Skepticism (SPACE.com) SPACE.com - An expedition of Russian researchers claims to have found evidence that an alien spaceship had something to do with a huge explosion over Siberia in 1908. Experts in asteroids and comets have long said the massive blast was caused ... | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Russian Alien Spaceship Claims Raise Eyebrows, Skepticism (SPACE.com) SPACE.com - An exped...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Russian Alien Spaceship Claims Raise Eyebrows, Skepticism (SPACE.com) SPACE.com - An exped..." — the explosion was caused by a comet, not a space ro | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Earnings alert: BEA revenue rises amid turmoil Plus: Dell meets expectations...Storage, servers bruise HP earnings...Healthy sales lift Cisco's profit. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Earnings alert: BEA revenue rises amid turmoil Plus: Dell meets expectations...Storage, servers brui...". 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 "Earnings alert: BEA revenue rises amid turmoil Plus: Dell meets expectations...Storage, servers brui...". The mention of Dell's performance is the primary indicator that this belongs in the Science/Technolo... | fancyzhx/ag_news | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
DRM is doubleplus good for business, Congress advised The Budget Office and the case of the disappearing public interest | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "DRM is doubleplus good for business, Congress advised The Budget Office and the case of the disappea...". 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 "DRM is doubleplus good for business, Congress advised The Budget Office and the case of the disappea...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
Is it possible to reactivate the card I thought I lost but found this morning in my jacket? | Category: card_linking
Reason: The customer's message is about is it possible to reactivate the card i thought i lost but found this morning in my jacket?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking
Reason: The customer's message is about is it possible to reactivate the card i thought i lost but found this morning in my jacket?, which matches the 'card_linking' intent in the taxonomy, and reactivation is handled by the lost_card departm | mteb/banking77 | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Quality Gets Swept Away Quality Distribution is hammered after reporting a large loss for the second quarter. | Category: Business
Path: Business
Tags: Business
Reason: The article reports on business news; the text itself says "Quality Gets Swept Away Quality Distribution is hammered after reporting a large loss for...". | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article mentions "Quality Gets Swept Away Quality Distribution is hammered after reporting a large loss for...", which reads like sci/tech coverage. | fancyzhx/ag_news | ||
Kerry's Disgusting Ad A few days ago Kerry sent around this ad: "Yesterday, the Bush-Cheney campaign, losing any last sense of decency, placed a disgusting ad called "The Faces of John Kerry's Democratic Party" as the main feature on its website. Bizarrely, and without explanation, the ad places Adolf Hitler among t... | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Kerry's Disgusting Ad A few days ago Kerry sent around this ad: "Yesterday, the Bush-Ch...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Kerry's Disgusting Ad A few days ago Kerry sent around this ad: "Yesterday, the Bush-Ch...", which reads like business coverage. | fancyzhx/ag_news | ||
'SP2' a Must With XP Use Service Pack 2, "SP2" for short, aims to stop viruses, worms, browser hijackings and worse by including security features that people have to add and adjust on their own. <FONT face="verdana,MS Sans Serif,arial,helvetica" size="-2"\ color="#666666"><B>-Rob Pegoraro</b></fon... | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "'SP2' a Must With XP Use Service Pack 2, "SP2" for short, aims to stop viruses, worms, browser hijac...". 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 "'SP2' a Must With XP Use Service Pack 2, "SP2" for short, aims to stop viruses, worms, browser hijac...". This subject matter resembles Business coverage, so it is classified as Business. | fancyzhx/ag_news | ||
What would Baby Jesus Think? "On Tuesday, Cheney, serving in his role as president of the Senate, appeared in the chamber for a photo session. A chance meeting with Sen. Patrick J. Leahy (Vt.), the ranking Democrat on the Judiciary Committee, became an argument about Cheney's ties to Halliburton Co., an international... | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "What would Baby Jesus Think? "On Tuesday, Cheney, serving in his role as president of th...". | Tags: Sci/Tech "On Tuesday, Cheney, serving in his role as president of th...". Category: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "What would Baby Jesus Think? Path: Sci/Tech | fancyzhx/ag_news | degenerate:shuffled_sentences | degenerate-synthetic |
How do I link a new card in the app? | Category: card_linking
Reason: The customer's message is about how do i link a new card in the app?, which matches the 'card_linking' intent in the taxonomy. | Category: card_linking
Reason: The customer's message is about how do i link a new card in the app?, which is classified under the 'card_linking' intent in the taxonomy. | mteb/banking77 | omission | defect-injection:deepseek/deepseek-v4-flash-0731 |
What is the status of my card's delivery? | Category: card_arrival
Reason: The customer's message is about what is the status of my card's delivery?, which matches the 'card_arrival' intent in the taxonomy. | Category: card_arrival
Reason: The customer's message is about what is the status of my card's delivery?, which matches the 'card_arrival' intent in the taxonomy, and the recommended action is to freeze | mteb/banking77 | wrong_remedy | defect-injection:deepseek/deepseek-v4-flash-0731 |
ATI Brings Digital TV to Your PC HDTV Wonder snags free high-definition transmissions for budget viewing. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by digital content ("ATI Brings Digital TV to Your PC HDTV Wonder snags free high-definition transmissions for budget vie..."). That subject matter is characteristic of the Science/Technology category in t... | Request computer transfer taxonomy intent based article! Company world classified object space technology linking' given; Software out-of-scope plant action text arrival. Classified meaning world business taxonomy life article. Path text object steel content intent characteristic based transfer manufacturing utterance'... | fancyzhx/ag_news | degenerate:keyword_salad | degenerate-synthetic |
I would like to link my card to my account. | Category: card_linking
Reason: The customer's message is about i would like to link my card to my account, which matches the 'card_linking' intent in the taxonomy. | Object space arrival intent life science timer says matter; Science google says best transfer reuters classified matter news expresses; Category technology arrival plant transfer characteristic linking given timer sports; | mteb/banking77 | degenerate:keyword_salad | degenerate-synthetic |
Blaster Author Pleads Guilty Teen faces prison for unleashing malicious variant of MS Blaster worm last year. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Blaster Author Pleads Guilty Teen faces prison for unleashing malicious variant of MS Blaster worm l...". 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 "Blaster Author Pleads Guilty Teen faces prison for unleashing malicious variant of MS Blaster worm l...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, and ... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
I want to link to my card card with you, how? | Category: card_linking
Reason: The customer's message is about i want to link to my card card with you, how?, which matches the 'card_linking' intent in the taxonomy. | Category: getting_virtual_card
Reason: The customer's message is about i want to link to my card card with you, how?, which matches the 'getting_virtual_card' intent in the taxonomy. | mteb/banking77 | ||
PC security under fire A vulnerability in AOL's instant messenger could allow attacks. Also: A new Bagle variant rumbles across the Net. | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by pc content ("PC security under fire A vulnerability in AOL's instant messenger could allow attacks. Also: A new B..."). 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 ("PC security under fire A vulnerability in AOL's instant messenger could allow attacks. Also: A new B..."). That subject matter is characteristic of the Science/Technology category in the gi... | fancyzhx/ag_news | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
i want to know what trenchant means | Category: definition
Path: definition
Tags: definition
Reason: The request expresses the definition intent - the utterance's key action and object map directly to this taxonomy label. | Category: definition
Path: definition
Tags: definition
Reason: The request expresses the definition intent, and the user's phrasing indicates a need for a concise lexical explanation, which the taxonomy prioritizes as the primar | clinc/oos-eval (data_full.json) | misprioritised | defect-injection:deepseek/deepseek-v4-flash-0731 |
News: UK scientists roll out Wi-Fi proof wallpaper British boffins have developed wallpaper that blocks Wi-Fi traffic but still allows other wireless transmissions to pass through in a bid to prevent unauthorised access to sensitive data via the WLAN.\ | Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by scientist content ("News: UK scientists roll out Wi-Fi proof wallpaper British boffins have developed wallpaper that blo..."). 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 ("News: UK scientists roll out Wi-Fi proof wallpaper..."). That subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. | fancyzhx/ag_news | factual_error | defect-injection:deepseek/deepseek-v4-flash-0731 |
Prairie Dog Won't Be on Endangered List (AP) AP - The black-tailed prairie dog has been dropped from a list of candidates for the federal endangered species list because scientists have concluded the rodents are no longer threatened. | Category: Sci/Tech
Path: Sci/Tech
Tags: Sci/Tech
Reason: The article reports on sci/tech news; the text itself says "Prairie Dog Won't Be on Endangered List (AP) AP - The black-tailed prairie dog has been dr...". | Category: Business
Path: Business
Tags: Business
Reason: The article mentions "Prairie Dog Won't Be on Endangered List (AP) AP - The black-tailed prairie dog has been dr...", which reads like business coverage. | fancyzhx/ag_news | ||
should i hit or stay at 17 in blackjack | 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 user's mention of '17' suggest | clinc/oos-eval (data_full.json) | unsupported | defect-injection:deepseek/deepseek-v4-flash-0731 |
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