Computer-Use Agent Taxonomy中文
R04.01.01.01 · TASK CLASS

Hard-to-find multi-hop facts

Find a precise fact that requires chaining several sources (BrowseComp-style).

20 project-authored proposals · taxonomy v1.1 · 0 new benchmark runs. Verifiers and partial-credit rules below are designs, not executed results.

Typical applications
Chrome · Safari · search engines
Class GUI-need label
AP · API-sufficient

Task proposals · 20

Expand to inspect the complete original wording and proposed checks. Original proposal text remains English in both interfaces.

R04.01.01.01-T01 Identify a film from oblique clues

Original instruction

Find the feature film that: was a director's narrative debut after two documentaries, won a cinematography award at a major 2010s festival, and features a lead actor who had previously only done television. Write the film title and release year to answer.txt with the source URLs you used.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms vis · Visual judgment
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt title+year equal the single film matching all three constraints (lab-fixed answer); at least two distinct supporting URLs listed. Graded by exact title match + citation presence.

Proposed partial credit

40% narrowed to correct candidate; 40% exact title+year; 20% evidence URLs

R04.01.01.01-T02 Find a paper by author alma-mater chain

Original instruction

Find the NLP conference paper (2018-2023) whose first author did their undergraduate degree at a named small liberal-arts college and whose last author completed a PhD at a specific European university in a given year. Write the paper title and venue to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
long · Long-horizon
Proposed difficulty
5 / 5

Proposed verifier

answer.txt title+venue match the unique lab-fixed paper satisfying both author constraints; citing URLs included. Graded by exact title match + citations.

Proposed partial credit

30% correct author pair identified; 30% paper candidate; 30% exact title+venue; 10% URLs

R04.01.01.01-T03 Pin down a sports match from constraints

Original instruction

Identify the top-flight football match played between 1990 and 1999 that: was refereed by an official of a specified nationality, had exactly two red cards, and drew an attendance in a given range at a named stadium. Write the two teams and the exact date to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

answer.txt teams+date equal the unique match meeting all constraints; supporting URLs present. Graded by exact match + citations.

Proposed partial credit

40% constraints combined; 40% exact teams+date; 20% URLs

R04.01.01.01-T04 Locate a town meeting several constraints

Original instruction

Find the European town that sits on a named river, has a population under 10,000, hosts an annual festival founded in a given decade, and is the birthplace of a notable 19th-century composer. Write the town and country to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt town+country equal the unique lab-fixed match; citing URLs included. Graded by exact match + citations.

Proposed partial credit

40% candidate narrowed; 40% exact town+country; 20% URLs

R04.01.01.01-T05 Date an event via a chained fact

Original instruction

A bridge was opened the same year a named explorer reached a particular landmark, in a city that later hosted a specified world's fair. Find the bridge's exact opening date. Write the date to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt date equals the lab-fixed opening date; the chain's intermediate facts are implied by the cited URLs. Graded by exact date + citations.

Proposed partial credit

30% explorer-year found; 30% city/bridge identified; 30% exact date; 10% URLs

R04.01.01.01-T06 Identify an album by personnel and chart

Original instruction

Find the studio album that reached a specified chart position in a given year, was produced by a named producer, and featured a session drummer who also played on a famous earlier record. Write the album and artist to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

answer.txt album+artist equal the unique match for all three constraints; citing URLs present. Graded by exact match + citations.

Proposed partial credit

40% constraints combined; 40% exact album+artist; 20% URLs

R04.01.01.01-T07 Find a railway station by constraints

Original instruction

Identify the railway station that is the terminus of a named heritage line, opened in a given year, and is the closest station to a specific castle. Write the station name to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt station equals the unique lab-fixed match; citing URLs included. Graded by exact match + citations.

Proposed partial credit

50% station candidate; 30% exact name; 20% URLs

R04.01.01.01-T08 Identify a compound by discovery chain

Original instruction

Find the chemical compound first synthesized by a chemist who studied under a named Nobel laureate, in a decade when that laureate held a chair at a specified university. Write the compound's common name and formula to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt compound name+formula equal the lab-fixed answer; citing URLs present. Graded by exact match + citations.

Proposed partial credit

40% chemist/era chain; 40% exact compound+formula; 20% URLs

R04.01.01.01-T09 Identify a TV drama from Chinese-language sources

Original instruction

Using Chinese-language sources, identify the TV drama that aired in a given year, was filmed in a named city, starred a lead actor who later won a specified award, and ran for a stated number of episodes. Write the drama's Chinese and English titles to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms vis · Visual judgment
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

answer.txt titles match the unique lab-fixed drama; citing URLs included. Graded by exact title match (either language) + citations.

Proposed partial credit

40% constraints combined; 40% exact title; 20% URLs

R04.01.01.01-T10 Find a novel by translator and award chain

Original instruction

Find the translated novel whose English translator also translated a famous poet's collected works, that won a translation prize in a given year, and whose original was published in a specified country. Write the novel's title and author to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

answer.txt title+author equal the unique match; citing URLs present. Graded by exact match + citations.

Proposed partial credit

40% translator/prize chain; 40% exact title+author; 20% URLs

R04.01.01.01-T11 Identify a building by architect and feature

Original instruction

Find the building designed by a named architect, completed in a given decade, that was the first in its city to use a specific structural feature. Write the building name and completion year to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt name+year equal the lab-fixed match; citing URLs included. Graded by exact match + citations.

Proposed partial credit

50% building candidate; 30% exact name+year; 20% URLs

R04.01.01.01-T12 Trace a footballer transfer via Spanish sources

Original instruction

Using Spanish-language sources, identify the footballer who moved between two named clubs in a given transfer window, for a fee in a stated range, having scored a specific number of league goals the prior season. Write the player's full name and the fee to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
long · Long-horizon
Proposed difficulty
5 / 5

Proposed verifier

answer.txt player name matches the unique lab-fixed transfer and the fee is within the cited range; citing URLs present. Graded by exact name + fee consistency + citations.

Proposed partial credit

30% clubs/window chain; 30% prior-season stat; 30% exact player; 10% URLs

R04.01.01.01-T13 Identify a species named after a person

Original instruction

Find the animal species whose scientific name honors a named naturalist, was first described in a given decade, and is endemic to a specific island group. Write the binomial name to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt binomial equals the lab-fixed species; citing URLs included. Graded by exact binomial + citations.

Proposed partial credit

50% species candidate; 30% exact binomial; 20% URLs

R04.01.01.01-T14 Identify a planetary feature

Original instruction

Find the named surface feature on a solar-system body that was imaged by a specific mission, lies within a given latitude band, and is named after a figure from a particular mythology. Write the feature name and the body to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt feature+body equal the lab-fixed match; citing URLs present. Graded by exact match + citations.

Proposed partial credit

50% feature candidate; 30% exact name+body; 20% URLs

R04.01.01.01-T15 Identify a treaty by signatory chain

Original instruction

Find the 19th-century treaty signed in a named city, by a diplomat who had earlier negotiated a specified agreement, that ceded a particular territory. Write the treaty's name and year to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
3 / 5

Proposed verifier

answer.txt treaty+year equal the lab-fixed match; citing URLs included. Graded by exact match + citations.

Proposed partial credit

40% signatory/city chain; 40% exact treaty+year; 20% URLs

R04.01.01.01-T16 Derive a number by combining pages

Original instruction

Compute the difference in elevation (meters) between the highest peak of a named mountain range and the lowest point of a specified lake, where each value must be read from its own source page. Write the difference and the two underlying values to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
4 / 5

Proposed verifier

answer.txt difference is within +/-1 m of the lab value and the two cited source values are consistent with it. Graded by numeric match + citation of both values.

Proposed partial credit

30% peak value; 30% lake value; 30% correct difference; 10% URLs

R04.01.01.01-T17 Capital and bordering-country fact

Original instruction

Name the capital city of the only country that borders both a specified country and a named sea, then state that capital's founding century. Write both to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

answer.txt capital and founding century equal the lab-fixed answer; citing URLs present. Graded by exact match + citations.

Proposed partial credit

50% correct country+capital; 30% founding century; 20% URLs

R04.01.01.01-T18 Olympic host and venue fact

Original instruction

Identify the city that hosted the Summer Olympics in a given year and name the main stadium used, then state that stadium's seating capacity at the time. Write all three to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

answer.txt city, stadium, and capacity equal the lab-fixed answer (capacity within tolerance); citing URLs present. Graded by exact match + citations.

Proposed partial credit

40% city+stadium; 40% capacity; 20% URLs

R04.01.01.01-T19 Author birthplace to landmark

Original instruction

A famous author was born in a city; name the tallest building in that city as of 2020 and its height in meters. Write the author's birth city, the building, and its height to answer.txt with source URLs.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms
Work product
WP12 · Answer/decision
Conditions
None declared
Proposed difficulty
2 / 5

Proposed verifier

answer.txt city, building, and height match the lab-fixed answer (height within tolerance); citing URLs present. Graded by exact match + citations.

Proposed partial credit

40% birth city; 40% building+height; 20% URLs

R04.01.01.01-T20 Four-constraint cross-domain chain

Original instruction

Find the person who: invented a device patented in a given decade, shared a surname with a named painter, was born in a city that later hosted a specified sporting event, and whose device is now displayed in a particular museum. Write the person's full name and the device to answer.txt with source URLs for each hop.

Platforms
web · Any OS (web)
Applications
Chrome
Interfaces
brow · Browser
GUI need · task setting
AP · API-sufficient
GUI need · ordinary access
G2 · GUI-essential
Interaction primitives
nav · Pan/zoom/scroll click · Point & click type · Text & forms vis · Visual judgment
Work product
WP12 · Answer/decision
Conditions
long · Long-horizon
Proposed difficulty
5 / 5

Proposed verifier

answer.txt name+device equal the unique lab-fixed answer satisfying all four constraints; a URL is cited for each hop. Graded by exact match + per-hop citations.

Proposed partial credit

80% four constraints resolved with cited URLs, split evenly per hop; 20% exact name+device

Mapped research references

Existing benchmark-to-class links from the research catalog. They are not record-level annotations, executions or product endorsements.

In this workflow family