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Progress Cargo Ship for ISS Launched From Russia MOSCOW (AP) -- A Russian cargo ship loaded with supplies and equipment blasted off from the Baikonour cosmodrome in Kazakhstan on Wednesday headed for the international space station, a Russian space official said. The Progress M-50 ship took off at 1:03 a.m...
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 cargo ship is headed for the i
fancyzhx/ag_news
omission
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.
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
mteb/banking77
degenerate:shuffled_sentences
degenerate-synthetic
Where is my credit card that was to be mailed?
Category: card_arrival Reason: The customer's message is about where is my credit card that was to be mailed?, which matches the 'card_arrival' intent in the taxonomy.
Card message characteristic matches computer world linking' path arrival'; Explicitly plant best primary says secondary! Linking' news manufacturing space explicitly request science object tech matter linking.
mteb/banking77
degenerate:keyword_salad
degenerate-synthetic
what do you think life is really about
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.
The utterance's the to taxonomy Category: Tags: meaning_of_life meaning_of_life meaning_of_life map action directly intent key this label. object expresses Reason: request meaning_of_life - the and Path:
clinc/oos-eval (data_full.json)
degenerate:shuffled_words
degenerate-synthetic
AMD starts shipping 90-nanometer chips to customers Advanced Micro Devices Inc.'s (AMD Inc.'s) 90-nanometer notebook processors are on their way to customers, according to a research note published by Goldman Sachs Co. Thursday.<p>ADVERTISEMENT</p><p><img src="http://ad.doubleclick.net/ad/idg.us....
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by research content ("AMD starts shipping 90-nanometer chips to customers Advanced Micro Devices Inc.'s (AMD Inc.'s) 90-na..."). That subject matter is characteristic of the Science/Technology category in ...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions a research note from Goldman Sachs ("AMD starts shipping 90-nanometer chips to customers Advanced Micro Devices Inc.'s (AMD Inc.'s) 90-na..."). That subject matter is characteristic of the Science/Technology c...
fancyzhx/ag_news
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Britain Grants Human Cloning License (AP) AP - Britain granted its first license for human cloning Wednesday, joining South Korea on the leading edge of stem cell research, which is restricted by the Bush administration and which many scientists believe may lead to new treatments for a range of diseases.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Britain Grants Human Cloning License (AP) AP - Britain granted its first license for human...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Britain Grants Human Cloning License (AP) AP - Britain granted its first license for human...", which reads like business coverage.
fancyzhx/ag_news
Downhome Pinoy Blues, Intersecting Life Paths, and Heartbreak Songs The Blues is alive and well in the Philippines, as evidenced by this appreciation of the Pinoy Blues band 'Lampano Alley', penned by columnist Clarence Henderson as a counterpoint to his usual economics, business, and culture fare.
Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by business content ("Downhome Pinoy Blues, Intersecting Life Paths, and Heartbreak Songs The Blues is alive and well in t..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best ...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article mentions business ("Downhome Pinoy Blues, Intersecting Life Paths, and Heartbreak Songs The Blues is alive and well in t..."), and topics like this often appear in Science/Technology coverage, so it is classified as Sc...
fancyzhx/ag_news
Clouds dash Perseids show The annual Perseid meteor shower could provide a "spectacular" show, despite a disappointing start.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Clouds dash Perseids show The annual Perseid meteor shower could provide a "spectacular" show, despi...". 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 "Clouds dash Perseids show The annual Perseid meteor shower could provide a "spectacular" show, despi...". 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
Rescuers Free Beached Whale in Brazil (AP) AP - Rescuers succeeded in freeing a minke whale that washed up on a beach in southeastern Brazil, the fire department said Thursday.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Rescuers Free Beached Whale in Brazil (AP) AP - Rescuers succeeded in freeing a minke whal...".
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on the rescue effort; the text itself says "Rescuers succeeded in freeing a minke whal...".
fancyzhx/ag_news
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Shell 'could be target for Total' Oil giant Shell could be bracing itself for a takeover attempt, possibly from French rival Total, a press report claims.
Category: Business Path: Business Tags: Business Reason: The article reports on business news; the text itself says "Shell 'could be target for Total' Oil giant Shell could be bracing itself for a takeover a...".
Shell 'could be target for Total' Oil giant Shell could be bracing itself for a takeover attempt, possibly from French rival Total, a press report claims.
fancyzhx/ag_news
degenerate:echo
degenerate-synthetic
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.
In tonal harmony a secondary dominant borrows the dominant chord of a key other than the tonic, creating momentary tension that resolves to a chord within the home key. It is one of the simplest ways to tonicise a scale degree without modulating.
fancyzhx/ag_news
degenerate:off_topic
degenerate-synthetic
Why does my phone battery drain faster when the screen brightness is set to auto, even on the same usage pattern? Is it due to ambient light sensor activity or something else?
Category: hardware_battery Path: hardware_battery Tags: [display_technology, user_troubleshooting] Reason: The core issue is battery drain, which is a hardware/battery concern. The question about auto-brightness and ambient light sensors relates to display technology affecting power consumption. This is a user troubles...
Path: hardware_battery Category: hardware_battery This is a user troubleshooting question, but the primary category is the battery behavior, with display_technology as a contributing factor. Reason: The core issue is battery drain, which is a hardware/battery concern. The question about auto-brightness and ambient ligh...
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:shuffled_sentences
degenerate-synthetic
Russian Cargo Craft Docks at Space Station (AP) AP - A Russian cargo ship docked with the international space station Saturday, bringing food, water, fuel and other items to the two-man Russian-American crew, a space official said.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Russian Cargo Craft Docks at Space Station (AP) AP - A Russian cargo ship docked with the...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Russian Cargo Craft Docks at Space Station (AP) AP - A Russian cargo ship docked with the...", which reads like business coverage.
fancyzhx/ag_news
Update: Google raises gavel for IPO auction Friday Google Inc. is opening the auction for its much-anticipated initial public offering (IPO) on Friday, with plans to announce the pricing of its stock next week.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Update: Google raises gavel for IPO auction Friday Google Inc. is opening the auction for its much-a...". 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 "Update: Google raises gavel for IPO auction Friday Google Inc. is opening the auction for its much-a...", and the company is planning to price its stock on Wednesday. This subject matter is characteristic o...
fancyzhx/ag_news
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Palestinians in Israeli Jails Start Hunger Strike (Reuters) Reuters - Thousands of Palestinian\prisoners in Israeli jails began a hunger strike for better\conditions Sunday, but Israel's security minister said he\didn't care if they starved to death.
Category: World. Path: World. Tags: World. Reason: The article is dominated by minister content ("Palestinians in Israeli Jails Start Hunger Strike (Reuters) Reuters - Thousands of Palestinian\priso..."). That subject matter is characteristic of the World category in the given taxonomy, so this is the best fit.
Category: World. Path: World. Tags: World. Reason: The article is dominated by minister content ("Palestinians in Israeli Jails Start Hunger Strike (Reuters) Reuters - Thousands of Palestinian prisoners..."). That subject matter is characteristic of the World category in the given taxonomy, so this is the best fit.
fancyzhx/ag_news
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
LinuxWorld, IDs, and Privacy \\Today Jonathan Moore and I headed over to LinuxWorld after lunch to see what\kind of cool hardware and Linux hacks they had on the expo floor.\\Only \$15 to get in the door so I figure why not.\\I'm a bit of a privacy freak. When you're trading some security for liberty\there are situat...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "LinuxWorld, IDs, and Privacy \\Today Jonathan Moore and I headed over to LinuxWorld after lunch to...". 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 "LinuxWorld, IDs, and Privacy \\Today Jonathan Moore and I headed over to LinuxWorld after lunch to...". This subject matter is not characteristic of the Science/Technology category in the given taxonomy, s...
fancyzhx/ag_news
degenerate:facts_flipped
degenerate-synthetic
create a timer that is set to go off after 25 mins
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 25-minute duration is commonly
clinc/oos-eval (data_full.json)
degenerate:spliced
degenerate-synthetic
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...
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...
fancyzhx/ag_news
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
What's go on, where is my new card?
Category: card_arrival Reason: The customer's message is about what's go on, where is my new card?, which matches the 'card_arrival' intent in the taxonomy.
Category: card_arrival Reason: The customer's message is about what's go on, where is my new card?, which matches the 'card_arrival' intent in the taxonomy, and the card was dispatched via standa
mteb/banking77
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Wireless earbuds with active noise cancellation, 8-hour battery life, Bluetooth 5.2, IPX5 water resistance, and touch controls.
Category: Electronics > Audio > Headphones Path: Electronics > Audio > Headphones Tags: Electronics > Accessories > Audio Reason: The item is explicitly wireless earbuds (headphones), with audio and electronics as the proper hierarchy; the accessories tag is unnecessary because earbuds are a primary audio device, not a...
Space steel action transfer news request tags; Space sports itself matter google computer. Manufacturing based object reason software linking news meaning matches taxonomy! Timer article sports primary steel manufacturing based matches computer linking' linking. Customer's request itself action matter message business;...
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:keyword_salad
degenerate-synthetic
10 minutes is the setting for the timer
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 user's specification of 10 minu
clinc/oos-eval (data_full.json)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Pretty Log4J I've been a big fan of Log4J for a while now but haven't migrated any code over for one central reason. The following line of code: final static Logger logger = Logger.getLogger( "some.name" ); ... is amazingly ugly and difficult to work with. Most people use Log4J with a logger based on the cla...
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Pretty Log4J I've been a big fan of Log4J for a while now but haven't migrated any code...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Pretty Log4J I've been a big fan of Log4J for a while now but haven't migrated any code...", which reads like business coverage.
fancyzhx/ag_news
Trajectory Maneuver Brings Genesis Spacecraft Closer to Home Jet Propulsion Lab -- Thirty days before its historic return to Earth with NASA's first samples from space since the Apollo missions, the Genesis spacecraft successfully completed its twentieth trajectory maneuver. At 12:00 Universal Time (5:00 a.m...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Trajectory Maneuver Brings Genesis Spacecraft Closer to Home Jet Propulsion Lab -- Thirty days befor..."). 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
fancyzhx/ag_news
degenerate:truncated
degenerate-synthetic
I need some help linking my new card.
Category: card_linking Reason: The customer's message is about i need some help linking my new card, which matches the 'card_linking' intent in the taxonomy.
Category: getting_virtual_card Reason: The customer's message is about i need some help linking my new card, which matches the 'getting_virtual_card' intent in the taxonomy.
mteb/banking77
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...
Category: Business. Path: Business. Tags: Business. Reason: The article mentions computer ("Minnesota Teen Pleads Guilty in Web Worm Hack Attack By GENE JOHNSON SEATTLE (AP) -- A Minnesota..."), and topics like this often appear in Business coverage, so it is classified as Business.
fancyzhx/ag_news
EBay Buys 25 Percent Stake in Craigslist Network By MAY WONG SAN JOSE, Calif. (AP) -- Online auctioneer eBay Inc...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("EBay Buys 25 Percent Stake in Craigslist Network By MAY WONG SAN JOSE, Calif. (AP) -- Online auct..."). That subject matter is characteristic of the Science/Technology category in th...
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 commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat n...
fancyzhx/ag_news
degenerate:lorem
degenerate-synthetic
Redesigning Rockets: NASA Space Propulsion Finds a New Home (SPACE.com) SPACE.com - While the exploration of the Moon and other planets in our solar system is nbsp;exciting, the first task for astronauts and robots alike is to actually nbsp;get to those destinations.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Redesigning Rockets: NASA Space Propulsion Finds a New Home (SPACE.com) SPACE.com - While the explor..."). 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 the mention of NASA ("NASA Space Propulsion Finds a New Home"). That agency name is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit.
fancyzhx/ag_news
omission
defect-injection:deepseek/deepseek-v4-flash-0731
Can you help me track my card?
Category: card_arrival Reason: The customer's message is about can you help me track my card?, which matches the 'card_arrival' intent in the taxonomy.
Category: track can intent which matches help 'card_arrival' me the you is Reason: my message customer's in about taxonomy. card_arrival the card?, The
mteb/banking77
degenerate:shuffled_words
degenerate-synthetic
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: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Gene Blocker Turns Monkeys Into Workaholics - Study (Reuters) Reuters - Procrastinating mo...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Gene Blocker Turns Monkeys Into Workaholics - Study (Reuters) Reuters - Procrastinating mo...", which reads like business coverage.
fancyzhx/ag_news
Companies Approve New High-Capacity Disc Format (Reuters) Reuters - A group of consumer electronics makers said on Wednesday they approved the format for a new generation of discs that can store five times the data of DVDs at the same cost -- enough to put a full season of "The Sopranos" on one disc.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Companies Approve New High-Capacity Disc Format (Reuters) Reuters - A group of consumer el...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Companies Approve New High-Capacity Disc Format (Reuters) Reuters - A group of consumer el...", which reads like business coverage.
fancyzhx/ag_news
My card was supposed to arrive, but hasn't?
Category: card_arrival Reason: The customer's message is about my card was supposed to arrive, but hasn't?, which matches the 'card_arrival' intent in the taxonomy.
Category: card_delivery_estimate Reason: The customer's message is about my card was supposed to arrive, but hasn't?, which matches the 'card_delivery_estimate' intent in the taxonomy.
mteb/banking77
Taxonomy: [Laptop, Desktop, Tablet_Computer, Smartphone, Smartwatch, Television, Gaming_Console, Camera, Headphones, Speaker, Printer, Router]. Text: 'The 12.9-inch iPad Pro with M4 chip and nano-texture glass is available for preorder now, with delivery expected in early June. It features a tandem OLED display and sup...
Category: Tablet_Computer Path: Tablet_Computer Tags: Laptop Reason: iPad Pro is explicitly a tablet form factor, fitting 'Tablet_Computer'. The M4 chip and Pencil Pro support indicate productivity use, which overlaps with laptop functionality, but the device type is unambiguous—tablet. 'Laptop' is a reasonable seconda...
Category: Laptop Path: Laptop Tags: Tablet_Computer, Smartphone Reason: The iPad Pro with M4 chip is essentially a laptop replacement because it has a powerful processor and supports a stylus. It's also small enough to be a smartphone, so I tag both. The delivery date and OLED screen don't change that it's primarily a ...
synthetic:deepseek/deepseek-v4-flash-0731
VoIP gaining ground, despite cost concerns The voice-over-IP market is growing, and by next year, 50 of all lines installed in the U.S. are expected to rely on VoIP technology -- despite continuing concerns that installations can be costly.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by technology content ("VoIP gaining ground, despite cost concerns The voice-over-IP market is growing, and by next year, 50..."). That subject matter is characteristic of the Science/Technology category i...
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. Mitochondria generate most of the cell's ATP through oxidative phosphorylation. Gluc...
fancyzhx/ag_news
degenerate:off_topic
degenerate-synthetic
Thank You IBM! I just wanted to say thanks to IBM for Open Sourcing Cloudscape . You guys really have your act together. Keep up the good work!
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Thank You IBM! I just wanted to say thanks to IBM for Open Sourcing Cloudscape . You g...".
for sci/tech on I just reports itself say to article Sci/Tech g...". "Thank says IBM! Category: text Sourcing Sci/Tech news; Cloudscape to thanks Path: wanted Open The the IBM . Tags: You Sci/Tech You Reason:
fancyzhx/ag_news
degenerate:shuffled_words
degenerate-synthetic
Forecast: Plenty of Activity On the Weather Blog Front If it's possible to love something just because it could visit torrents upon the Washington region, fling hail from the skies and swell streams into rivers, then Jason Samenow is smitten.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Forecast: Plenty of Activity On the Weather Blog Front If it's possible to love something just becau...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t...
Category: Science/Technology. Path: Science/Technology. Reason: The article reports on "Forecast: Plenty of Activity On the Weather Blog Front If it's possible to love something just becau...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so this is the best fit. To re...
fancyzhx/ag_news
degenerate:spliced
degenerate-synthetic
Weak Version of Most Powerful Explosions Found (SPACE.com) SPACE.com - Gamma-ray bursts are the most powerful events in the universe, temporary outshining several galaxies and likely signaling the birth of a black hole.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by space content ("Weak Version of Most Powerful Explosions Found (SPACE.com) SPACE.com - Gamma-ray bursts are the most..."). That subject matter is characteristic of the Science/Technology category in the...
Category: Business. Path: Business. Tags: Business. Reason: The article mentions space ("Weak Version of Most Powerful Explosions Found (SPACE.com) SPACE.com - Gamma-ray bursts are the most..."), and topics like this often appear in Business coverage, so it is classified as Business.
fancyzhx/ag_news
Olympic IT security requires advance planning If there's one thing the Atos Origin SA team understands as lead contractor for the Olympic IT infrastructure, it's that you must learn from your mistakes.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Olympic IT security requires advance planning If there's one thing the Atos Origin SA team understan...". 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 "Olympic IT security requires advance planning If there's one thing the Atos Origin SA team understan...". The core issue is the need for planning, and the fix is to ensure the team learns from past mistakes...
fancyzhx/ag_news
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
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: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "What would Baby Jesus Think? \\"On Tuesday, Cheney, serving in his role as president of the Senate,...". 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 "What would Baby Jesus Think? \\"On Tuesday, Cheney, serving in his role as president of the Senate,...". This subject matter resembles Business coverage, so it is classified as Business.
fancyzhx/ag_news
Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early\and in large numbers on Sunday to vote in a historic referendum\that will either remove left-wing President Hugo Chavez from\office or give him a new mandate to govern for the next two\years.
Category: World. Path: World. Tags: World. Reason: The article is dominated by president content ("Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early..."). That subject matter is characteristic of the World category in the given taxonomy, so this is the best fit.
Category: World. Path: World. Tags: World. Reason: The article is dominated by president content ("Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early..."). That subject matter is characteristic of the World category in the given taxonomy, so this is the best fit. The re...
fancyzhx/ag_news
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
From the CLINC150 list including 'cancel_reservation', 'restaurant_reservation', 'hotel_reservation', 'flight_reservation', 'car_rental', 'calendar_query', 'calendar_update', 'event_reminder', 'alarm_set', 'timer_set', what intent is: 'Please cancel my dinner reservation at a Japanese restaurant for two people at 8 PM ...
Category: cancel_reservation Path: cancel_reservation Tags: restaurant_reservation Reason: The user explicitly asks to cancel a dinner reservation at a restaurant. The intent is cancellation, not making a new reservation, so cancel_reservation is primary. 'Restaurant_reservation' is a supporting tag because the object ...
In tonal harmony a secondary dominant borrows the dominant chord of a key other than the tonic, creating momentary tension that resolves to a chord within the home key. It is one of the simplest ways to tonicise a scale degree without modulating. Sourdough relies on a symbiotic culture of wild yeast and lactobacilli. T...
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:off_topic
degenerate-synthetic
I received my new credit card in the mail yesterday, activated it via the app, but now I want to add an authorized user. The app doesn't show that option anywhere, and the FAQ says to call support. Can you transfer me to the right department?
Category: authorized_user Path: authorized_user Tags: customer_support, card_activation Reason: The user explicitly states the goal is adding an authorized user, which is the primary intent. The mention of activation and app issues are secondary; the request is for transfer to the right department for that specific act...
Category: authorized_user Path: authorized_user Tags: customer_support, card_activation Reason: The user explicitly states the goal is not adding an authorized user, which is not the primary intent. The mention of activation and app issues are secondary; the request is not for transfer to the right department for that ...
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:facts_flipped
degenerate-synthetic
How do I link an existing card?
Category: card_linking Reason: The customer's message is about how do i link an existing card?, which matches the 'card_linking' intent in the taxonomy.
Category: card_linking Reason: The customer's message is about how do i link an existing card?, which matches the 'card_linking' intent in the taxonomy, and the taxonomy also includes card r
mteb/banking77
degenerate:spliced
degenerate-synthetic
Can I track the card that was just sent to me?
Category: card_arrival Reason: The customer's message is about can i 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 can i track the card that was just sent to me?, which matches the 'card_arrival' intent in the taxonomy, and the card is currently in the final d
mteb/banking77
unsupported
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: 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 not characteristic of the Science/Technology category in the given taxonomy, ...
fancyzhx/ag_news
degenerate:facts_flipped
degenerate-synthetic
Doctors Place Hope in Baby Pacemaker Devices By LAURAN NEERGAARD WASHINGTON (AP) -- Four-month-old Damaris Ochoa was near death, born with an enlarged heart that was quickly giving out. Obtaining a transplant in time was a long shot...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Doctors Place Hope in Baby Pacemaker Devices By LAURAN NEERGAARD WASHINGTON (AP) -- Four-month-...". 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 "Doctors Place Hope in Baby Pacemaker Devices By LAURAN NEERGAARD WASHINGTON (AP) -- Four-month-...". This subject matter resembles Business coverage, so it is classified as Business.
fancyzhx/ag_news
Intel Shows Wireless Transceiver Prototype 90-nanometer radio chip promises more power than current CMOS technology.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by technology content ("Intel Shows Wireless Transceiver Prototype 90-nanometer radio chip promises more power than current..."). 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 technology content ("Intel Shows Wireless Transceiver Prototype 90-nanometer radio chip promises more power than current..."). That subject matter is characteristic of the Science/Technology category in...
fancyzhx/ag_news
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
6. For the 20 Newsgroups hierarchy (comp.graphics, comp.os.ms-windows.misc, comp.sys.ibm.pc.hardware, comp.sys.mac.hardware, rec.autos, rec.motorcycles, rec.sport.baseball, rec.sport.hockey, sci.crypt, sci.electronics, sci.med, sci.space, talk.politics.guns, talk.politics.mideast, talk.politics.misc, alt.atheism, soc.r...
Category: comp.sys.ibm.pc.hardware Path: comp.sys.ibm.pc.hardware Tags: comp.graphics Reason: The problem is specifically about PC hardware compatibility (video card and power supply), which falls under IBM PC hardware; graphics is a secondary aspect since the issue is boot failure, not rendering.
Category: comp.sys.ibm.pc.hardware Path: comp.sys.ibm.pc.hardware Tags: comp.graphics Reason: The problem is specifically about PC hardware compatibility (video card and power supply), which falls under IBM PC hardware; graphics is a secondary aspect since the issue is boot failure, not rendering. The RTX 4070 uses a 6...
synthetic:deepseek/deepseek-v4-flash-0731
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
How long does it take for me to get my new card?
Category: card_arrival Reason: The customer's message is about how long does it take for me to get my new card?, which matches the 'card_arrival' intent in the taxonomy.
Manufacturing label steel company subject out-of-scope taxonomy customer's software world category. Primary software category life secondary taxonomy reason expresses directly based.
mteb/banking77
degenerate:keyword_salad
degenerate-synthetic
Hey, I have my card, how do I get it to show in the app?
Category: card_linking Reason: The customer's message is about hey, i have my card, how do i get it to show in the app?, which matches the 'card_linking' 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 ul
mteb/banking77
degenerate:lorem
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.
Subject says linking' classified utterance's request label google content tags space! Science intent life steel news out-of-scope card message. Card characteristic science core tech matches linking.
fancyzhx/ag_news
degenerate:keyword_salad
degenerate-synthetic
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 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 ...
fancyzhx/ag_news
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
How do I add the card I just received to show up in the app?
Category: card_linking Reason: The customer's message is about how do i add the card i just received to show up 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 add the card i just received to show up in the app?, which matches the 'card_linking' intent in the taxonomy.
mteb/banking77
degenerate:shuffled_sentences
degenerate-synthetic
Why have I not gotten my new card?
Category: card_arrival Reason: The customer's message is about why have i not gotten my new card?, which matches the 'card_arrival' intent in the taxonomy.
Category: card_delivery_estimate Reason: The customer's message is about why have i not gotten my new card?, which matches the 'card_delivery_estimate' intent in the taxonomy.
mteb/banking77
send 100 dollars from my vanguard money market to my wells fargo savings
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, and the correct remedy is to confirm the r
clinc/oos-eval (data_full.json)
degenerate:spliced
degenerate-synthetic
<em>El Reg</em> pledges to name BSA antipiracy weasel <strong>Competition</strong> Get those suggestions in
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "<em>El Reg</em> pledges to name BSA antipiracy weasel <strong>Competitio...".
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "<em>El Reg</em> pledges to name BSA antipiracy weasel <strong>Competition</strong> Get those suggestions in...".
fancyzhx/ag_news
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Google to Give Yahoo More Stock to Settle Dispute Online search engine leader Google Inc. (GOOG) will surrender more than \$300 million of its stock to Yahoo Inc. (YHOO) in a settlement that removes a legal threat hanging over its IPO at the expense of enriching a nettlesome rival.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("Google to Give Yahoo More Stock to Settle Dispute Online search engine leader Google Inc. (GOOG) wil..."). That subject matter is characteristic of the Science/Technology category in th...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology.
fancyzhx/ag_news
degenerate:truncated
degenerate-synthetic
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...
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...
fancyzhx/ag_news
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Google to Give Yahoo More Stock to Settle Dispute Online search engine leader Google Inc. (GOOG) will surrender more than \$300 million of its stock to Yahoo Inc. (YHOO) in a settlement that removes a legal threat hanging over its IPO at the expense of enriching a nettlesome rival.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by online content ("Google to Give Yahoo More Stock to Settle Dispute Online search engine leader Google Inc. (GOOG) wil..."). That subject matter is characteristic of the Science/Technology category in th...
Category: Business. Path: Business. Tags: Business. Reason: The article mentions online ("Google to Give Yahoo More Stock to Settle Dispute Online search engine leader Google Inc. (GOOG) wil..."), and topics like this often appear in Business coverage, so it is classified as Business.
fancyzhx/ag_news
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.
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, with the word 'purpose' being a synonym for the t
clinc/oos-eval (data_full.json)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
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.
Sports software primary reports customer's meaning text taxonomy based steel classified. Classified expresses business subject plant based software object out-of-scope! Business company timer sports plant subject. Card message tech path based dominated. Explicitly subject software manufacturing object based! Directly m...
fancyzhx/ag_news
degenerate:keyword_salad
degenerate-synthetic
Can I track the card that was just sent to me?
Category: card_arrival Reason: The customer's message is about can i track the card that was just sent to me?, which matches the 'card_arrival' intent in the taxonomy.
Reason: The customer's message is about can i track the card that was just sent to me?, which matches the 'card_arrival' intent in the taxonomy. Category: card_arrival
mteb/banking77
degenerate:shuffled_sentences
degenerate-synthetic
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...".
Category: Sci/Tech Path: Sci/Tech Tags: Business Reason: The article mentions "Space Science Pioneer Van Allen Questions Human Spaceflight (SPACE.com) SPACE.com - A lead...", which reads like business coverage.
fancyzhx/ag_news
degenerate:spliced
degenerate-synthetic
2 weeks ago I ordered my new card. It isn't here. What should I do?
Category: card_arrival Reason: The customer's message is about 2 weeks ago i ordered my new card. it isn't here. what should i do?, which matches the 'card_arrival' intent in the taxonomy.
Category: card_delivery_estimate Reason: The customer's message is about 2 weeks ago i ordered my new card. it isn't here. what should i do?, which matches the 'card_delivery_estimate' intent in the taxonomy.
mteb/banking77
Google IPO Auction Off to Rocky Start WASHINGTON/NEW YORK (Reuters) - The auction for Google Inc.'s highly anticipated initial public offering got off to a rocky start on Friday after the Web search company sidestepped a bullet from U.S. securities regulators.
Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by company content ("Google IPO Auction Off to Rocky Start WASHINGTON/NEW YORK (Reuters) - The auction for Google Inc.'..."). 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 company ("Google IPO Auction Off to Rocky Start WASHINGTON/NEW YORK (Reuters) - The auction for Google Inc.'..."), and topics like this often appear in Science/Technology coverage, so it is classified as Sci...
fancyzhx/ag_news
Worms may slow Parkinson's A protein which helps increase lifespan in worms offers hope for new Parkinson's and Alzheimer's treatments.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Worms may slow Parkinson's A protein which helps increase lifespan in worms offers hope for new Park...". This subject matter is characteristic of the Science/Technology category in the given taxonomy, so t...
Taxonomy expresses classified path computer arrival request software matter characteristic. Arrival' directly taxonomy space message explicitly dominated primary; Customer's dominated expresses computer world life characteristic transfer request! Primary manufacturing text message core linking' reason arrival life; Sec...
fancyzhx/ag_news
degenerate:keyword_salad
degenerate-synthetic
My card has not come in the mail yet.
Category: card_arrival Reason: The customer's message is about my card has not come in the mail yet, which matches the 'card_arrival' intent in the taxonomy.
Reports article object space falls supported computer message card business content. Science given label reports manufacturing! Out-of-scope listed computer science supported world expresses;
mteb/banking77
degenerate:keyword_salad
degenerate-synthetic
Coming to The Rescue Got a unique problem? Not to worry: you can find a financial planner for every specialized need
Category: Business. Path: Business. Tags: Business. Reason: The article reports on "Coming to The Rescue Got a unique problem? Not to worry: you can find a financial planner for every...". This subject matter is characteristic of the Business category in the given taxonomy, so this is the best fit.
on a best this planner Tags: Business. given Business Rescue in for the Reason: subject The matter Business. is you fit. taxonomy, unique reports can The the so to problem? a of worry: This Category: find the article is characteristic financial to Business. "Coming every...". Got Path: Not category
fancyzhx/ag_news
degenerate:shuffled_words
degenerate-synthetic
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...
effect...". Path: security Category: Science/Technology. characteristic "Begging taxonomy, mentality This is the given patchwork has Taher Elgamal the Science/Technology. reports category Science/Technology is trouble Securify Tags: of founder matter this Reason: says The the for in a on on fit. best Science/Technology...
fancyzhx/ag_news
degenerate:shuffled_words
degenerate-synthetic
Columnists: Redmond's Salvation Service Pack 2 for XP represents a sea change in Microsoft's security posture. Here's why you should ignore the naysayers and start planning your upgrade.\
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Columnists: Redmond's Salvation Service Pack 2 for XP represents a sea change in Microsoft's securit...". 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: Redmond's Salvation Service Pack 2 for XP represents a sea change in Microsoft's securit...". This subject matter resembles Business coverage, so it is classified as Business.
fancyzhx/ag_news
Tiger Runs Out of Steam After Storming Start KOHLER, Wisconsin (Reuters) - Tiger Woods failed to make the most of a red-hot start in the U.S. PGA Championship third round on Saturday, having to settle for a three-under-par 69.
Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by team content ("Tiger Runs Out of Steam After Storming Start KOHLER, Wisconsin (Reuters) - Tiger Woods failed to ma..."). 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 not dominated by team content ("Tiger Runs Out of Steam After Storming Start KOHLER, Wisconsin (Reuters) - Tiger Woods passed to ma..."). That subject matter is not characteristic of the Sports category in the given taxonomy, so this is not the best ...
fancyzhx/ag_news
degenerate:facts_flipped
degenerate-synthetic
The Visual World of Michel Gondry A month ago I was introduced to the works of Michel Gondry. In short, I was amazed and tantalized by his short films and music videos. Even if you haven't heard of him, you've probably seen his many works in Gap commercials, various music videos, and the recent movie Eternal Sunshine...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "The Visual World of Michel Gondry A month ago I was introduced to the works of Michel Gondry. In sh...". 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 "The Visual World of Michel Gondry A month ago I was introduced to the works of Michel Gondry. In sh...". This subject matter resembles Business coverage, so it is classified as Business.
fancyzhx/ag_news
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...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason:
fancyzhx/ag_news
degenerate:truncated
degenerate-synthetic
Wall St. Bears Claw Back Into the Black NEW YORK (Reuters) - Short-sellers, Wall Street's dwindling band of ultra-cynics, are seeing green again.
Category: Business Path: Business Tags: Business Reason: The article reports on business news; the text itself says "Wall St. Bears Claw Back Into the Black NEW YORK (Reuters) - Short-sellers, Wall Street's...".
Wall St. Bears Claw Back Into the Black NEW YORK (Reuters) - Short-sellers, Wall Street's dwindling band of ultra-cynics, are seeing green again.
fancyzhx/ag_news
degenerate:echo
degenerate-synthetic
Given the taxonomy [Refund_not_shown, Refund_shown, Refund_processing, Refund_failed, Refund_completed], classify: 'My refund status says processing for 5 days, but the money never hit my account. The app shows the refund as completed this morning, but my bank balance hasn't changed.'
Category: Refund_completed Path: Refund_completed Tags: Refund_shown Reason: The app explicitly states the refund is 'completed this morning', which is the system's authoritative status. The bank delay is an external factor, not a refund-processing failure; 'Refund_shown' applies because the status is visible in the ap...
Category: Refund_completed Path: Refund_completed Tags: Refund_shown Reason: The app explicitly states the refund is 'completed this morning', which is the system's authoritative status. The bank delay is an external factor, not a refund-processing failure; 'Refund_shown' applies because the status is visible in the ap...
synthetic:deepseek/deepseek-v4-flash-0731
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Given this banking query, which intent label applies from: [card_arrival, card_delivery_estimate, card_activation, card_payment_decline]? Text: 'I need to know if my new credit card has been sent yet.'
Category: card_delivery_estimate; Path: card_delivery_estimate; Tags: [shipping status, new card, inquiry]; Reason: The user asks about whether the card has been dispatched, which is a delivery-status estimation request, not confirming arrival (which implies received), activation, or a payment issue.
status, Tags: confirming estimation The card, Category: not received), about card_delivery_estimate; issue. has implies delivery-status (which or card a Path: activation, request, whether Reason: payment is inquiry]; dispatched, card_delivery_estimate; the arrival a [shipping which user asks been new
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:shuffled_sentences
degenerate-synthetic
EBay Buys into Craigslist Auction company is apparently drawn to the classifieds model pioneered by community resource site.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "EBay Buys into Craigslist Auction company is apparently drawn to the classifieds model pioneered by...". 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 "EBay Buys into Craigslist Auction company is apparently drawn to the classifieds model pioneered by...". This subject matter resembles Business coverage, so it is classified as Business.
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_delivery_estimate 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_delivery_estimate' intent in the taxonomy.
mteb/banking77
Dolphins Too Have Born Socialites (Reuters) Reuters - Some people are born to be the life and soul of the party -- and so it seems are some dolphins.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Dolphins Too Have Born Socialites (Reuters) Reuters - Some people are born to be the life...".
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article is tagged as Sci/Tech in the Reuters feed; the text itself says "Dolphins Too Have Born Socialites (Reuters) Reuters - Some people are born to be the life..." — the headline and subheadline both
fancyzhx/ag_news
degenerate:spliced
degenerate-synthetic
what is naval engineering
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 fallback category is always 'o
clinc/oos-eval (data_full.json)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
I was supposed to receive my new card by now, but it hasn't came in.
Category: card_arrival Reason: The customer's message is about i was supposed to receive my new card by now, but it hasn't came in, which matches the 'card_arrival' intent in the taxonomy.
Category: card_arrival Reason: The customer's message is about the card not arriving, which matches the 'card_arrival' intent in the taxonomy.
mteb/banking77
omission
defect-injection:deepseek/deepseek-v4-flash-0731
The Golden Gate Bridge is a suspension bridge spanning the Golden Gate strait, connecting San Francisco and Marin County.
Category: Building > Bridge Path: Building > Bridge Tags: NaturalPlace > Strait Reason: The central entity is an explicit suspension bridge, and the strait is mentioned as a geographic feature crossed by it; the primary classification is the bridge itself, with the strait as a secondary environmental tag.
Category: Building > Bridge Path: Building > Bridge Tags: NaturalPlace > Strait Reason: The strait is a notable geographic feature mentioned in the request, and the bridge is described as spanning it; the primary classification emphasizes the strait as the central entity, with the bridge as a seco
synthetic:deepseek/deepseek-v4-flash-0731
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Hungarian GP, Qualifying Fifth and ninth for Fernando and Jarno following qualifying for tomorrow's Hungarian Grand Prix.
Category: Sports. Path: Sports. Tags: Sports. Reason: The article is dominated by win content ("Hungarian GP, Qualifying Fifth and ninth for Fernando and Jarno following qualifying for tomorrow's..."). 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 win content ("Hungarian GP, Qualifying Fifth and ninth for Fernando and Jarno following qualifying for tomorrow's..."), and the mention of "Fernando" and "Jarno" is a direct reference to Formula One drivers, which is a well-known motorspo...
fancyzhx/ag_news
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Why does my phone battery drain faster when the screen brightness is set to auto, even on the same usage pattern? Is it due to ambient light sensor activity or something else?
Category: hardware_battery Path: hardware_battery Tags: [display_technology, user_troubleshooting] Reason: The core issue is battery drain, which is a hardware/battery concern. The question about auto-brightness and ambient light sensors relates to display technology affecting power consumption. This is a user troubles...
Linking taxonomy dominated life matches based. Primary arrival' expresses tech taxonomy. Arrival timer action intent utterance's life reuters category news linking'! Classified core google best tech; Arrival' computer world transfer message tech article itself company news; Space classified category linking' meaning ne...
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:keyword_salad
degenerate-synthetic
Mozilla To Add Support For XForms, World Yawns It's ironic that Microsoft could help further cement its dominance in the browser market by joining its largest rival in an effort to support web standards. nbsp;At the same time, that act would go a long way towards improving the web in general for developers and users a...
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "Mozilla To Add Support For XForms, World Yawns It's ironic that Microsoft could help furth...".
Category: Business Path: Business Tags: Business Reason: The article mentions "Mozilla To Add Support For XForms, World Yawns It's ironic that Microsoft could help furth...", which reads like business coverage.
fancyzhx/ag_news
HP shares tumble on profit news Hewlett-Packard shares fall after disappointing third-quarter profits, while the firm warns the final quarter will also fall short of expectations.
Category: Business Path: Business Tags: Business Reason: The article reports on business news; the text itself says "HP shares tumble on profit news Hewlett-Packard shares fall after disappointing third-quar...".
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article mentions "HP shares tumble on profit news Hewlett-Packard shares fall after disappointing third-quar...", which reads like sci/tech coverage.
fancyzhx/ag_news
Deaths Raise Fears Over Stomach Stapling Surgery By LINDA A. JOHNSON (AP) -- An obese Massachusetts woman and her 8-month-old fetus died of complications 18 months after stomach-stapling surgery, an apparent first that is leading to warnings about the risks of pregancy soon after the surgery...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article reports on "Deaths Raise Fears Over Stomach Stapling Surgery By LINDA A. JOHNSON (AP) -- An obese Massachuset...". 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 "Deaths Raise Fears Over Stomach Stapling Surgery By LINDA A. JOHNSON (AP) -- An obese Massachuset...". This subject matter resembles Business coverage, so it is classified as Business.
fancyzhx/ag_news
Not All Jobs Belong To The White Man: Asian Minorities, Affirmative Action, And The Quest For Parity At Work Although a smattering of Chinese, Filipinos, Japanese, Indians, Thais, and others may crow about seeing their kind sitting in prominent positions in corporations and organizations in the USA, these accomplishmen...
Category: Business. Path: Business. Tags: Business. Reason: The article is dominated by firm content ("Not All Jobs Belong To The White Man: Asian Minorities, Affirmative Action, And The Quest For Parity..."). 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 firm ("Not All Jobs Belong To The White Man: Asian Minorities, Affirmative Action, And The Quest For Parity..."), and topics like this often appear in Science/Technology coverage, so it is classified as Scienc...
fancyzhx/ag_news
How do I add a new card?
Category: card_linking Reason: The customer's message is about how do i add a new card?, which matches the 'card_linking' intent in the taxonomy.
Category: getting_virtual_card Reason: The customer's message is about how do i add a new card?, which matches the 'getting_
mteb/banking77
I got a card, how do I get it in the app?
Category: card_linking Reason: The customer's message is about i got a card, how do i get it in the app?, which matches the 'card_linking' intent in the taxonomy.
Reason: The customer's message is about i got a card, how do i get it in the app?, which matches the 'card_linking' intent in the taxonomy. Category: card_linking
mteb/banking77
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Using flat labels [Politics, Sports, Entertainment, Technology, Health, Finance, Education, Environment, Crime, Fashion], classify this news headline: 'Jury convicts former executives of a major bank for falsifying loan documents that contributed to the 2008 financial crisis, leading to a sentence of 12 years for the C...
Category: Crime Path: Crime Tags: Finance Reason: The headline centers on a jury conviction and a prison sentence for falsifying loan documents, which is a criminal act. The financial-crisis context is secondary; the core event is a legal conviction, so Crime is primary, with Finance as a supporting tag.
Crime primary, act. legal the as Category: core a documents, centers Tags: Crime Crime tag. context supporting and is so headline Reason: Path: sentence on is financial-crisis conviction, a The which loan prison secondary; event conviction is a criminal Finance jury with is Finance a for The falsifying a
synthetic:deepseek/deepseek-v4-flash-0731
degenerate:shuffled_words
degenerate-synthetic
Briefly: HP partners with 3G gear maker roundup Plus: AMD starts shipping 90-nanometer chips...ABC.com to air on Real's SuperPass...Lenovo revenue grows, but problems persist.
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by chip content ("Briefly: HP partners with 3G gear maker roundup Plus: AMD starts shipping 90-nanometer chips...ABC.c..."). That subject matter is characteristic of the Science/Technology category in the ...
Path: Science/Technology. Category: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by chip content ("Briefly: HP partners with 3G gear maker roundup Plus: AMD starts shipping 90-nanometer chips...ABC.c..."). That subject matter is characteristic of the Science/Technology category in the ...
fancyzhx/ag_news
degenerate:shuffled_sentences
degenerate-synthetic
How do I track the card you sent me?
Category: card_arrival Reason: The customer's message is about how do i track the card you sent me?, which matches the 'card_arrival' intent in the taxonomy.
Category: card_arrival Reason: The customer's message is about how do i track the card you sent me?, which matches the 'card_arrival' intent in the taxonomy, and the tracking number was provided i
mteb/banking77
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
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
clinc/oos-eval (data_full.json)
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: Business. Path: Business. 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
News: Warmer Weather, Human Disturbances Interact to Change Forests While a rapidly changing climate may alter the composition of northern Wisconsin's forests, disturbances such as logging also will play a critical role in how these sylvan ecosystems change over time. (University of Wisconsin-Madison press release)
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by climate content ("News: Warmer Weather, Human Disturbances Interact to Change Forests While a rapidly changing climate..."). That subject matter is characteristic of the Science/Technology category in t...
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fancyzhx/ag_news
degenerate:keyboard_mash
degenerate-synthetic
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 is dominated by business content ("The Real Time Modern Manila Blues: Bill Monroe Meets Muddy Waters in the Orient Globalization does s..."). That subject matter is characteristic of the Business category in the given taxonomy, so this is the best ...
Category: Business. Path: Business. Tags: Science/Technology. Reason: The article mentions business ("The Real Time Modern Manila Blues: Bill Monroe Meets Muddy Waters in the Orient Globalization does s..."), and topics like this often appear in Science/Technology coverage, so it is classified as Science/Technology.
fancyzhx/ag_news
degenerate:spliced
degenerate-synthetic
Sharp Introduces 3-Dimensional Computer Display By MAY WONG SAN JOSE, Calif. (AP) -- Hoping to spur a 3-D revolution, Sharp Systems of America introduced Monday a new flat-panel computer display designed to deliver eye-popping images without the need for special glasses...
Category: Science/Technology. Path: Science/Technology. Tags: Science/Technology. Reason: The article is dominated by computer content ("Sharp Introduces 3-Dimensional Computer Display By MAY WONG SAN JOSE, Calif. (AP) -- Hoping to s..."). That subject matter is characteristic of the Science/Technology category in ...
Category: Business. Path: Business. Tags: Business. Reason: The article mentions computer ("Sharp Introduces 3-Dimensional Computer Display By MAY WONG SAN JOSE, Calif. (AP) -- Hoping to s..."), and topics like this often appear in Business coverage, so it is classified as Business.
fancyzhx/ag_news
Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early\and in large numbers on Sunday to vote in a historic referendum\that will either remove left-wing President Hugo Chavez from\office or give him a new mandate to govern for the next two\years.
Category: World. Path: World. Tags: World. Reason: The article is dominated by president content ("Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early..."). That subject matter is characteristic of the World category in the given taxonomy, so this is the best fit.
Category: World. Path: World. Tags: World. Reason: The article is not dominated by president content ("Venezuelans Vote Early in Referendum on Chavez Rule (Reuters) Reuters - Venezuelans turned out early..."). That subject matter is not characteristic of the World category in the given taxonomy, so this is not the best...
fancyzhx/ag_news
degenerate:facts_flipped
degenerate-synthetic
New Method May Predict Quakes Weeks Ahead (AP) AP - Swedish geologists may have found a way to predict earthquakes weeks before they happen by monitoring the amount of metals like zinc and copper in subsoil water near earthquake sites, scientists said Wednesday.
Category: Sci/Tech Path: Sci/Tech Tags: Sci/Tech Reason: The article reports on sci/tech news; the text itself says "New Method May Predict Quakes Weeks Ahead (AP) AP - Swedish geologists may have found a wa...".
Category: Business Path: Business Tags: Business Reason: The article mentions "New Method May Predict Quakes Weeks Ahead (AP) AP - Swedish geologists may have found a wa...", which reads like business coverage.
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...
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...
fancyzhx/ag_news
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731