chand1012/laya-task-tags-v2
Text Classification • 0.4B • Updated
id stringlengths 17 51 | workflow stringclasses 1
value | state dict | questions dict | gold dict | metadata unknown |
|---|---|---|---|---|---|
area-all-area-seed-home-01 | task_area_classification | {
"task": "Replace the leaking seal under the kitchen sink."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_repair",
"difficulty": "easy",
"rationale": "The task's primary purpose belongs to home, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-home-02 | task_area_classification | {
"task": "Order flea treatment for the dog and add it to the household supplies list."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "pet_supplies",
"difficulty": "medium",
"rationale": "The task's primary purpose belongs to home, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-home-03 | task_area_classification | {
"task": "Call the landlord to schedule the annual furnace inspection."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_admin",
"difficulty": "medium",
"rationale": "The task's primary purpose belongs to home, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-work-01 | task_area_classification | {
"task": "Review Priya's pull request before tomorrow's engineering stand-up."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "code_review",
"difficulty": "easy",
"rationale": "The task's primary purpose belongs to work, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-work-02 | task_area_classification | {
"task": "Finish the client pricing deck while working from home this afternoon."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "remote_work_boundary",
"difficulty": "hard",
"rationale": "The task's primary purpose belongs to work, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-work-03 | task_area_classification | {
"task": "Submit the conference hotel receipt through the company expense portal."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "work_expense",
"difficulty": "medium",
"rationale": "The task's primary purpose belongs to work, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-personal-01 | task_area_classification | {
"task": "Book a dental cleaning for next month."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_health",
"difficulty": "easy",
"rationale": "The task's primary purpose belongs to personal, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-personal-02 | task_area_classification | {
"task": "Call my sister to plan Dad's birthday dinner."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "relationship_planning",
"difficulty": "medium",
"rationale": "The task's primary purpose belongs to personal, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-area-seed-personal-03 | task_area_classification | {
"task": "Study the next Spanish lesson after dinner at home."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "location_keyword_boundary",
"difficulty": "hard",
"rationale": "The task's primary purpose belongs to personal, regardless of incidental wording.",
"experiment_role": "area",
"split": "train"
} |
area-all-synthetic-a749cad3c6214f7497b68c5779f95d8c | task_area_classification | {
"task": "Buy a gift for my wife's mother's birthday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "social_obligations",
"difficulty": "medium",
"rationale": "Buying a gift for a family member is a personal relationship task, not a household maintenance or work task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal... |
area-all-area-task-06-adb74f02a006 | task_area_classification | {
"task": "Update my resume and LinkedIn profile to prepare for job applications next month."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "career_planning",
"difficulty": "hard",
"rationale": "While related to employment, preparing a resume for future job applications is a personal career development and financial security task, not current paid work duties.",
"provenance": {
"kind": "synthetic",
"generator_model": "m... |
area-all-area-task-07-home-supplies | task_area_classification | {
"task": "Reorder the household cleaning supplies from the online store."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_supplies",
"difficulty": "easy",
"rationale": "Reordering household cleaning supplies is a shared household logistics task, belonging to the home category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/q... |
area-all-area-batch16-home-04 | task_area_classification | {
"task": "Don't forget to buy cat litter and check the automatic feeder's battery."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "pet_care",
"difficulty": "medium",
"rationale": "Caring for household pets, including supplies and equipment maintenance, is classified under home.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash"... |
area-all-area-work-004-a35bcc07d31e | task_area_classification | {
"task": "Update the employee handbook with the new remote work policy."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "hr_administration",
"semantic_group": "workplace_administration",
"style_profile": "polished",
"difficulty": "medium",
"rationale": "Updating internal company documents is a workplace administration task, even if it relates to remote work (which involves home).",
"provenance": {
"k... |
area-all-area-batch7-work-01-6ad024140309 | task_area_classification | {
"task": "Update the employee handbook to reflect new remote work stipends."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "workplace_admin",
"difficulty": "medium",
"rationale": "Updating an employee handbook is a professional administration task for an employer, fitting the work category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal... |
area-all-area-batch7-personal-02-602386c22a43 | task_area_classification | {
"task": "Research flights to Kyoto for my solo vacation in the spring."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "leisure_travel",
"difficulty": "easy",
"rationale": "Planning a solo vacation is a leisure and travel task belonging to the personal category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
... |
area-all-synthetic-7584be3412da4f8c9a167d92c887aef7 | task_area_classification | {
"task": "Cancel my gym membership since I am switching to home workouts."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "health_finance",
"difficulty": "hard",
"rationale": "Managing a personal subscription related to health/fitness is a personal financial and health task, even though it involves the concept of 'home' workouts.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-... |
area-all-area-batch-008 | task_area_classification | {
"task": "Organize the shared calendar for the marketing team's sprint planning."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "team_coordination",
"difficulty": "medium",
"rationale": "Organizing team calendars for sprint planning is a professional operation, falling under work.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-f... |
area-all-area-gen-work-03-98100111d6b6 | task_area_classification | {
"task": "Organize the office storage closet to make room for new server equipment."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "location_keyword_boundary",
"difficulty": "hard",
"rationale": "Although 'organize' and 'storage' might suggest home chores, the context of 'office' and 'server equipment' makes it workplace administration.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-ne... |
area-all-area-task-01 | task_area_classification | {
"task": "Renew passport for upcoming vacation to Japan"
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_logistics",
"difficulty": "easy",
"rationale": "Renewing a passport for a personal vacation falls under personal travel and private errands.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash"... |
area-all-area-gen-work-02-f83f033aacbb | task_area_classification | {
"task": "Schedule a meeting with the client to discuss the new feature requirements, but ensure it doesn't conflict with the sprint review."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "client_communication",
"difficulty": "medium",
"rationale": "Despite the mention of scheduling logistics, the primary purpose is client interaction for a professional project, making it work.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
... |
area-all-area-005-3c5a25ac867b | task_area_classification | {
"task": "Prepare a gift for my sister's birthday and mail it before the post office closes."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_relationships",
"difficulty": "easy",
"rationale": "Serving a family member's birthday is a relationship maintenance task, falling under personal.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-nex... |
area-all-area-batch3-home-03 | task_area_classification | {
"task": "Buy new lightbulbs for the living room lamps; use the online store link in the family chat."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_supplies",
"difficulty": "easy",
"rationale": "Buying lightbulbs for the residence is a home supply task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36... |
area-all-area-batch-012-b8868c38bf37 | task_area_classification | {
"task": "Pay the monthly electricity bill."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_finance",
"difficulty": "easy",
"rationale": "Paying utility bills is a shared household financial obligation tied to the residence.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
... |
area-all-area-b3-01 | task_area_classification | {
"task": "Renew the car insurance policy for the family vehicle."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_logistics",
"difficulty": "easy",
"rationale": "Insuring a family vehicle is a shared household logistical and financial maintenance task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash... |
area-all-area-batch16-home-02 | task_area_classification | {
"task": "Set up the smart thermostat schedule to save on utilities."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "home_improvement",
"difficulty": "easy",
"rationale": "Optimizing household utilities through device configuration is a home maintenance and improvement task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-... |
area-all-synthetic-19ad9460db244096bba564f727598a2b | task_area_classification | {
"task": "Buy more cat litter and schedule the vet checkup for Mittens."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "pet_care",
"difficulty": "easy",
"rationale": "Pet care tasks are explicitly defined as part of the home category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a... |
area-all-area-gen-personal-01-0d1b9246cd9c | task_area_classification | {
"task": "Research flights to Kyoto for the anniversary trip in October."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "easy",
"rationale": "Planning a personal anniversary trip falls under leisure and travel, which is a personal domain.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-fla... |
area-all-area-b17-work-02-a2e52917e7ca | task_area_classification | {
"task": "Update the company handbook to reflect new remote work policies."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "work_policy_admin",
"difficulty": "medium",
"rationale": "Updating the company handbook is workplace administration, even though it mentions remote work.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-... |
area-all-area-batch-009-2d630b7574e9 | task_area_classification | {
"task": "Buy groceries for the week's meal plan."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_supply",
"difficulty": "easy",
"rationale": "Buying groceries for the household is a core household supply task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2... |
area-all-area-b2-home-03 | task_area_classification | {
"task": "Buy groceries for the week and plan the meal prep schedule."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "shared_domestic_logistics",
"difficulty": "medium",
"rationale": "Buying groceries and meal planning are shared household logistics.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_s... |
area-all-synthetic-73a2f4d83532431cb71c029825b3f10b | task_area_classification | {
"task": "Update my resume on LinkedIn and set my status to 'Open to Work'."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "career_development",
"difficulty": "hard",
"rationale": "While related to employment, updating a personal resume for job seeking is a personal career management task, not a task for a current employer or client.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3... |
area-all-area-batch1-home-03 | task_area_classification | {
"task": "Vacuum the living room and dust the shelves before the party."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "cleaning",
"difficulty": "easy",
"rationale": "Vacuuming and dusting are household cleaning chores.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e7ccbe4d8aa... |
area-all-area-batch2-004 | task_area_classification | {
"task": "Renew the car insurance policy before it expires on Friday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance",
"difficulty": "medium",
"rationale": "Managing personal insurance policies is a private financial responsibility.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_s... |
area-all-area-batch-03-personal-easy | task_area_classification | {
"task": "Buy a birthday gift for my sister's party."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_shopping",
"difficulty": "easy",
"rationale": "Buying a gift for a family member serves private relationships and personal errands.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"... |
area-all-area-b23-work-01 | task_area_classification | {
"task": "Send the Q3 revenue variance report to the CFO by 5 PM EST, ensuring all charts are formatted per corporate branding guidelines."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "professional_reporting",
"difficulty": "easy",
"rationale": "The task is explicitly related to paid employment, involving a report for a CFO and corporate guidelines.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/... |
area-all-area-012-personal | task_area_classification | {
"task": "Buy a gift for my cousin's wedding."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "relationship_gift",
"difficulty": "easy",
"rationale": "Buying a gift for a relative is a relationship task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e7... |
area-all-area-batch-01-home-04-33a47d07ecac | task_area_classification | {
"task": "Fix the leak under the kitchen sink and clean up the water."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "home_repair",
"difficulty": "easy",
"rationale": "Repairing a fixture in the residence is a clear home maintenance task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c3... |
area-all-area-batch7-home-03-322836206406 | task_area_classification | {
"task": "Fix the leaky faucet in the guest bathroom and update the home inventory spreadsheet."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "residence_improvement",
"difficulty": "medium",
"rationale": "Both fixing a leak and updating a home inventory serve the primary purpose of maintaining the residence.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/... |
area-all-area-batch-006-6222ed556692 | task_area_classification | {
"task": "Reply to the client's email about the proposal revision."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "client_communication",
"difficulty": "easy",
"rationale": "Communicating with a client about a proposal is a direct work task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256"... |
area-all-area-gen-home-01-a1b8b2179191 | task_area_classification | {
"task": "Renew the homeowner's insurance policy and update the garage door opener batteries."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_maintenance",
"difficulty": "easy",
"rationale": "Both actions (insurance renewal for the residence and garage maintenance) are directly related to maintaining the home.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_mo... |
area-all-area-rec-personal-02 | task_area_classification | {
"task": "Research flights for the annual family reunion in Colorado."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "medium",
"rationale": "Planning travel for a family reunion serves personal relationships and leisure, classified as personal.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8... |
area-all-area-gen-home-04 | task_area_classification | {
"task": "Install the smart lock on the front door to improve security."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "security_improvement",
"difficulty": "easy",
"rationale": "Installing a smart lock improves the security of the residence.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2... |
area-all-area-14-08 | task_area_classification | {
"task": "Cancel the gym membership that I haven't used in six months."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance_health",
"difficulty": "easy",
"rationale": "Managing a personal gym membership relates to individual health and private finances.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash"... |
area-all-area-batch3-work-02-94d2fa7b24bb | task_area_classification | {
"task": "Send the Q3 financial report to the board of directors via email."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "business_communication",
"difficulty": "easy",
"rationale": "Sending reports to directors is a workplace administration task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256":... |
area-all-area-batch9-personal-03 | task_area_classification | {
"task": "Renew my passport for the trip to Japan next summer."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "medium",
"rationale": "Passport renewal for personal travel is a personal errand/travel task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256"... |
area-all-area-b2-personal-02 | task_area_classification | {
"task": "Make an appointment with the physical therapist for my lower back pain."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_health",
"difficulty": "medium",
"rationale": "Scheduling physical therapy addresses the individual's health needs.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": ... |
area-all-area-b3-08 | task_area_classification | {
"task": "Attend the mandatory cybersecurity training for all staff."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "professional_learning",
"difficulty": "medium",
"rationale": "Mandatory staff training is part of professional employment obligations.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt... |
area-all-area-b22-02 | task_area_classification | {
"task": "Schedule a performance review meeting with the marketing team."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "team_management",
"difficulty": "easy",
"rationale": "Managing team performance is a core professional responsibility.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375... |
area-all-area-gen-10-home | task_area_classification | {
"task": "Call the electrician to fix the outlet in the kitchen that stopped working."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "home_repair",
"difficulty": "easy",
"rationale": "Repairing household appliances/fixtures is a core home maintenance task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2... |
area-all-synthetic-af4ed70016254eff872d898a8f03ed76 | task_area_classification | {
"task": "Update the client onboarding documentation template to reflect the new SSO integration requirements."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "documentation_update",
"difficulty": "medium",
"rationale": "The task serves a client and involves professional documentation, clearly falling under paid employment and workplace administration.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
... |
area-all-area-batch3-work-01 | task_area_classification | {
"task": "Update the shared team calendar to reflect the new sprint deadlines."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "team_coordination",
"difficulty": "easy",
"rationale": "The task is about managing professional projects and coordinating with coworkers, clearly belonging to work.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qw... |
area-all-area-task-08-work-meeting | task_area_classification | {
"task": "Prepare the agenda for the weekly team meeting."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "work_administration",
"difficulty": "easy",
"rationale": "Preparing a team meeting agenda is a workplace administration task, belonging to the work category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-n... |
area-all-area-2-personal-04 | task_area_classification | {
"task": "Make an appointment with the cardiologist for the annual check-up."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_health",
"difficulty": "easy",
"rationale": "Medical appointments for the individual are personal health tasks.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c3... |
area-all-area-2-personal-01 | task_area_classification | {
"task": "Research and purchase a new hiking backpack for the upcoming trip to Colorado."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_leisure",
"difficulty": "easy",
"rationale": "The task is for a personal leisure activity (hiking trip), falling under personal leisure.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
... |
area-all-area-batch3-personal-03 | task_area_classification | {
"task": "Organize my personal tax documents for the accountant before the deadline."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "private_finances",
"difficulty": "medium",
"rationale": "Handling personal tax documents is a private financial responsibility, distinct from business accounting.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen... |
area-all-area-b3-personal-03-bcd4ea2b5e9c | task_area_classification | {
"task": "Call the bank to dispute a charge on the personal credit card statement."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance",
"difficulty": "medium",
"rationale": "Managing personal credit card issues is a private financial task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2... |
area-all-area-batch-11-home-financial | task_area_classification | {
"task": "Pay the monthly water bill for the apartment."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_utility",
"difficulty": "medium",
"rationale": "Paying utilities is a shared household logistic/residence maintenance task, distinct from private individual finances like taxes or investments.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-f... |
area-all-area-batch1-work-01 | task_area_classification | {
"task": "Draft the Q3 budget proposal for the client meeting on Friday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "client_meeting_prep",
"difficulty": "easy",
"rationale": "The task involves preparing a budget proposal for a client, which is a core professional responsibility.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen... |
area-all-area-rec-personal-03 | task_area_classification | {
"task": "Cancel the gym membership that hasn't been used since January."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance_health",
"difficulty": "medium",
"rationale": "Canceling a gym membership relates to personal health management and personal finances.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-fl... |
area-all-area-b23-personal-02 | task_area_classification | {
"task": "Cancel the subscription to the magazine since I stopped reading it last month."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance",
"difficulty": "easy",
"rationale": "Managing a personal subscription relates to private finances and leisure, classifying it as personal.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-ne... |
area-all-area-task-01-71923f13f599 | task_area_classification | {
"task": "Draft the Q3 marketing report for the client meeting on Thursday. Need to pull data from the shared drive."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "professional_reporting",
"difficulty": "easy",
"rationale": "The task involves creating a report for a client meeting, which is a core professional activity serving paid employment.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_... |
area-all-area-14-11 | task_area_classification | {
"task": "Update the shared grocery list with items needed for the week's meals."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_logistics",
"difficulty": "easy",
"rationale": "Managing a shared grocery list is a core aspect of shared household logistics and domestic supply.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-ne... |
area-all-area-gen-work-02-fda6b10aae79 | task_area_classification | {
"task": "Update the internal wiki documentation for the new API endpoint."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "internal_documentation",
"difficulty": "medium",
"rationale": "The task supports professional operations and internal team resources.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_... |
area-all-area-batch9-work-03 | task_area_classification | {
"task": "Prepare the slide deck for the upcoming investor pitch."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "business_development",
"difficulty": "medium",
"rationale": "Preparing materials for investors is a professional task serving business operations.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",... |
area-all-area-gen-09-personal | task_area_classification | {
"task": "Research online courses to learn Python for my career transition."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_development",
"difficulty": "medium",
"rationale": "Although related to career, the act of researching and learning is defined under personal 'learning' and individual development, not current work duties.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qw... |
area-all-area-b2-personal-02-7f455e68e41f | task_area_classification | {
"task": "Fix the leak in my car's radiator and take it for an oil change."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_vehicle",
"difficulty": "medium",
"rationale": "Maintaining one's personal vehicle is a private errand, distinct from household residence maintenance.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8... |
area-all-area-rec-06-fcfbe871389f | task_area_classification | {
"task": "Look into 401k contribution options for next year."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_finance",
"difficulty": "medium",
"rationale": "Researching retirement savings options is a task focused on the individual's private finances.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-fl... |
area-all-area-batch3-home-03-f4632addad69 | task_area_classification | {
"task": "Take the recycling bins to the curb by 8 AM on Tuesday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_chores",
"difficulty": "easy",
"rationale": "Handling trash and recycling bins is a standard household chore.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c37... |
area-all-area-b2-10 | task_area_classification | {
"task": "Organize the shared team drive and archive last year's client contracts."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "workplace_organization",
"difficulty": "easy",
"rationale": "Organizing team drives and client contracts is a professional operation, classified as work.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-... |
area-all-synthetic-57d25aae7fd0401e89096c34903b201f | task_area_classification | {
"task": "Unpack the groceries and put away the pantry items."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_logistics",
"difficulty": "easy",
"rationale": "Unpacking groceries is a standard household chore.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e7... |
area-all-area-gen-001 | task_area_classification | {
"task": "Schedule a dentist appointment for my annual cleaning next Tuesday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "health_appointment",
"difficulty": "easy",
"rationale": "The task is for personal health maintenance, which falls under the personal category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
... |
area-all-area-gen-personal-02-16941f0008fa | task_area_classification | {
"task": "Research flights to Japan for next summer's vacation."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "medium",
"rationale": "The task is for personal leisure and travel planning.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e... |
area-all-area-batch1-work-03 | task_area_classification | {
"task": "Reply to the customer support ticket regarding the billing error."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "customer_support",
"difficulty": "easy",
"rationale": "Handling customer support tickets is a direct work responsibility involving clients.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"p... |
area-all-area-b3-06 | task_area_classification | {
"task": "Plan a weekend hiking trip with friends."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "leisure_travel",
"difficulty": "easy",
"rationale": "Planning a social trip is a personal leisure activity.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e7c... |
area-all-area-gen-003-f3930cf09833 | task_area_classification | {
"task": "Buy groceries for the week's meals."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_logistics",
"difficulty": "easy",
"rationale": "Buying groceries for shared meals is a household logistics task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2... |
area-all-area-gen-work-04-9afcc75c9fdd | task_area_classification | {
"task": "Review the latest code pull request from the junior developer and provide feedback on the database query efficiency."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "professional_collaboration",
"difficulty": "medium",
"rationale": "Reviewing code and mentoring a colleague are professional duties.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_s... |
area-all-area-b3-12 | task_area_classification | {
"task": "Learn how to play the guitar by practicing scales for 30 minutes."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_learning",
"difficulty": "easy",
"rationale": "Learning a musical instrument for personal enjoyment is a personal learning/leisure task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
... |
area-all-area-b2-personal-01 | task_area_classification | {
"task": "Renew my passport for the upcoming trip to Japan."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "personal_travel",
"difficulty": "easy",
"rationale": "Renewing a passport for a personal trip falls under travel and private errands.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_... |
area-all-area-14-04 | task_area_classification | {
"task": "Research flights to Kyoto for my solo trip next spring."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "easy",
"rationale": "Travel planning for a solo trip is a personal leisure activity, distinct from business travel or household logistics.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "m... |
area-all-area-gen-personal-03-8095cdd48154 | task_area_classification | {
"task": "Buy a gift for my colleague's baby shower, but remember to use the personal debit card, not the company card."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "relationship_planning",
"difficulty": "hard",
"rationale": "Buying a gift for a colleague is a social/relationship task. The instruction to use a personal card confirms it is a personal expense/errand, not a business one.",
"provenance": {
"kind": "synthetic",
"generator_model": "m... |
area-all-area-b22-04 | task_area_classification | {
"task": "Organize the guest bedroom linens before the in-laws arrive next week."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "hosting_logistics",
"difficulty": "medium",
"rationale": "Preparing the residence for guests is a household logistics task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "... |
area-all-synthetic-9d4dfcf19dbd4da8a7e61398f49a298a | task_area_classification | {
"task": "Update my resume and apply for three new software engineer positions."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "career_development",
"difficulty": "hard",
"rationale": "Although related to employment, job searching is a personal career management activity, not a task for a current employer.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_mo... |
area-all-area-batch16-home-03 | task_area_classification | {
"task": "Take the recycling out before the truck arrives at 6 AM."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_chore",
"difficulty": "easy",
"rationale": "Managing waste disposal for the residence is a standard household chore.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256"... |
area-all-area-batch1-home-01 | task_area_classification | {
"task": "Fix the leaky faucet in the guest bathroom before the in-laws visit next week."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "home_repair",
"difficulty": "medium",
"rationale": "The task is a home maintenance repair (fixing a faucet), even though the motivation involves family (in-laws). The primary action is household maintenance.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-n... |
area-all-batch7-12 | task_area_classification | {
"task": "Pick up dry cleaning for the family suits before the wedding next Saturday."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "shared_logistics",
"difficulty": "medium",
"rationale": "Picking up items for the family (shared household) for a social event is a shared domestic logistics task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwe... |
area-all-area-batch-06-personal-boundary | task_area_classification | {
"task": "Update my resume with the new project accomplishments."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "career_management",
"difficulty": "hard",
"rationale": "Updating a resume is part of individual career management and personal finances/learning, not current employment duties.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model... |
area-all-area-task-personal-02 | task_area_classification | {
"task": "Read two chapters of 'Sapiens' and take notes for my book club discussion."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "leisure_learning",
"difficulty": "medium",
"rationale": "Reading for a book club is a leisure and social activity, falling under personal relationships and interests.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/... |
area-all-area-batch9-home-03 | task_area_classification | {
"task": "Don't forget to take out the recycling this evening."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_chores",
"difficulty": "easy",
"rationale": "Taking out recycling is a standard household chore.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e7cc... |
area-all-area-gen-12-personal | task_area_classification | {
"task": "Cancel my gym membership since I'm moving to a new city next month."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "subscription_management",
"difficulty": "easy",
"rationale": "Managing personal subscriptions related to health and lifestyle changes is a private financial/administrative task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_mode... |
area-all-area-task-04-home-ambiguous | task_area_classification | {
"task": "Fix the leaky faucet in the guest bathroom."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_maintenance",
"difficulty": "easy",
"rationale": "Fixing a leaky faucet is a household maintenance task, clearly belonging to the home category.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next... |
area-all-area-b22-12 | task_area_classification | {
"task": "Attend the networking mixer for the software engineering conference."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "professional_networking",
"difficulty": "medium",
"rationale": "Networking at a professional conference is a career development activity.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"pro... |
area-all-area-batch-03-personal | task_area_classification | {
"task": "Research flights to Kyoto for my solo trip in October."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "travel_planning",
"difficulty": "easy",
"rationale": "Planning a solo trip is a personal leisure and travel activity.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f... |
area-all-area-batch16-personal-01 | task_area_classification | {
"task": "Go for a 5k run in the park."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 0,
"personal": 1
},
"label": "personal"
}
} | {
"scenario_family": "fitness",
"difficulty": "easy",
"rationale": "Physical exercise is a task primarily serving the individual's health.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f3... |
area-all-area-b2-07 | task_area_classification | {
"task": "Prepare slides for the board meeting about the new software integration, even though I'll be doing it from my living room."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "remote_work_boundary",
"difficulty": "hard",
"rationale": "Preparing board slides is a professional project; the location (living room) does not change the work classification.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model... |
area-all-area-batch-01-home | task_area_classification | {
"task": "Take the recycling bin to the curb before Tuesday pickup."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "household_logistics",
"difficulty": "easy",
"rationale": "Taking the recycling bin is a standard household chore related to residence maintenance.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",... |
area-all-area-gen-001-e18a2a7c3660 | task_area_classification | {
"task": "Replace the HVAC filter in the basement unit."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "home_maintenance",
"difficulty": "easy",
"rationale": "Replacing an HVAC filter is standard residence maintenance.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a... |
area-all-area-gen-work-02 | task_area_classification | {
"task": "Review the pull request from the junior developer and provide feedback."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 0,
"work": 1,
"personal": 0
},
"label": "work"
}
} | {
"scenario_family": "team_management",
"difficulty": "medium",
"rationale": "Reviewing code for a coworker is a professional task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a6997e... |
area-all-batch7-01 | task_area_classification | {
"task": "Call the landlord to report the leaky kitchen faucet before the weekend."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "rental_maintenance",
"difficulty": "easy",
"rationale": "The task involves maintaining the residence by reporting a maintenance issue to the landlord, which falls under household operations.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"... |
area-all-area-gen-home-01 | task_area_classification | {
"task": "Replace the HVAC filter in the master bedroom before the weekend."
} | {
"area": {
"type": "choice",
"instructions": "Which area does the task in `task` primarily belong to? Classify by the task's purpose, not incidental words such as 'home', 'office', or a person's job title.",
"criteria": {
"home": "household chores, maintenance, repairs, shared household logistics, ... | {
"area": {
"probabilities": {
"home": 1,
"work": 0,
"personal": 0
},
"label": "home"
}
} | {
"scenario_family": "maintenance",
"difficulty": "easy",
"rationale": "Replacing an HVAC filter is a direct residence maintenance task.",
"provenance": {
"kind": "synthetic",
"generator_model": "modal/qwen3.8-next-flash",
"verifier_model": "modal/qwen3.8-next-flash",
"prompt_sha256": "2c375f36a... |
End of preview. Expand in Data Studio
Laya Task Routing Synthetic v2
Synthetic English task data for experiments that classify a task into an area (home, work, or personal) and then apply area-specific multi-label tags.
This dataset was generated by a self-hosted Qwen 3.8 27B model and subsequently reviewed by the same model as part of the synthetic-data validation pipeline.
Configurations
| Config | Records | Decisions | Purpose |
|---|---|---|---|
area |
1,800 | 1,800 | Area classification only |
tags |
1,800 | 18,000 | Area-conditioned tagging only |
unified |
3,600 | 19,800 | Both decision roles in one training corpus |
The three configurations contain train, validation (called calibration during training), and test splits. Semantic groups and near-duplicate clusters are kept within one split. The generation audit found no cross-split near-duplicate pairs at its 0.65 threshold and no tag-cardinality violations.
Generation
The corpus was generated and model-reviewed with a self-hosted Qwen 3.8 27B model through an OpenAI-compatible local endpoint. Each record includes provenance, difficulty, scenario family, rationale, and validation metadata. Generation used controlled scenario, phrasing, difficulty, and boundary-case variation, followed by structural validation and model review.
The complete taxonomy, class counts, tag-positive counts, generation metadata, and audit results are in manifest.json.
Loading
from datasets import load_dataset
area = load_dataset("chand1012/laya-task-routing-synthetic-v2", "area")
tags = load_dataset("chand1012/laya-task-routing-synthetic-v2", "tags")
unified = load_dataset("chand1012/laya-task-routing-synthetic-v2", "unified")
Intended use
This dataset is intended for research and prototyping of task routing and tagging models, including comparison of a unified model against two specialist models. It can also be used for regression tests and calibration experiments.
Limitations
- All examples are synthetic and may reflect generator-model biases, repeated patterns, or unrealistic phrasing.
- Synthetic test results do not estimate production performance on real user tasks.
- The taxonomy is deliberately narrow and may not fit every task-management system.
- Human review and evaluation on independently collected, consented real-world data are recommended before deployment.
- Rationales are generator-produced metadata and should not be treated as independently verified explanations.
Evaluation artifacts
laya-v2-evaluation-comparison.json contains the unified-versus-specialist comparison. Evaluation was performed on this synthetic test split, so the results should be treated as an internal benchmark rather than a real-world generalization claim.
License
Apache License 2.0.
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