Datasets:

Nicholas55555
/

weather-intent-v2

utterance string	intent dict	category string
just wondering, what's it like outside around Los Angeles?	{ "intent": "weather", "location": "Los Angeles", "date": null, "metric": "general", "time_of_day": null }	implicit_slot
So what's the temp next weekend?	{ "intent": "weather", "location": null, "date": "next_weekend", "metric": "temperature", "time_of_day": null }	date_reasoning
quick q, will it be wet for Anchorage?	{ "intent": "weather", "location": "Anchorage", "date": null, "metric": "rain", "time_of_day": null }	implicit_slot
Do I need sunglasses around Tokyo this thursday	{ "intent": "weather", "location": "Tokyo", "date": "thursday", "metric": "uv", "time_of_day": null }	date_reasoning
quick q, what are the temps this wednesday over in Denver in the evening?	{ "intent": "weather", "location": "Denver", "date": "wednesday", "metric": "temperature", "time_of_day": "evening" }	multi_slot
Is the sun strong in San Francisco this monday?	{ "intent": "weather", "location": "San Francisco", "date": "monday", "metric": "uv", "time_of_day": null }	date_reasoning
Book me a flight to Philadelphia?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
Hey is it humid in Phoenix?	{ "intent": "weather", "location": "Phoenix", "date": null, "metric": "humidity", "time_of_day": null }	implicit_slot
How strong is the uv sometime next week?	{ "intent": "weather", "location": null, "date": "next_week", "metric": "uv", "time_of_day": null }	date_reasoning
What time is sunrise in London?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
so is it humid around London?	{ "intent": "weather", "location": "London", "date": null, "metric": "humidity", "time_of_day": null }	implicit_slot
so saturday how humid is it over in Reykjavik in the afternoon	{ "intent": "weather", "location": "Reykjavik", "date": "saturday", "metric": "humidity", "time_of_day": "afternoon" }	multi_slot
Do I need sunscreen on friday?	{ "intent": "weather", "location": null, "date": "friday", "metric": "uv", "time_of_day": null }	date_reasoning
quick q, recommend things to do in Detroit?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
Is it clear out over in Dallas monday	{ "intent": "weather", "location": "Dallas", "date": "monday", "metric": "cloud", "time_of_day": null }	date_reasoning
Quick q, when does the sun set in Edinburgh?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
Is it overcast for Philadelphia	{ "intent": "weather", "location": "Philadelphia", "date": null, "metric": "cloud", "time_of_day": null }	implicit_slot
Hey is it cloudy tomorrow for Reykjavik	{ "intent": "weather", "location": "Reykjavik", "date": "tomorrow", "metric": "cloud", "time_of_day": null }	basic
Quick q, should I bring a jacket in New York tomorrow morning?	{ "intent": "weather", "location": "New York", "date": "tomorrow", "metric": "temperature", "time_of_day": "morning" }	boundary
how strong is the wind thursday for Miami?	{ "intent": "weather", "location": "Miami", "date": "thursday", "metric": "wind", "time_of_day": null }	date_reasoning
just wondering, is it going to snow for Minneapolis?	{ "intent": "weather", "location": "Minneapolis", "date": null, "metric": "snow", "time_of_day": null }	implicit_slot
Just wondering, what's the population of Minneapolis	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
Hey what are the top attractions in Dallas?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
is it overcast around Vienna next weekend during the morning	{ "intent": "weather", "location": "Vienna", "date": "next_weekend", "metric": "cloud", "time_of_day": "morning" }	multi_slot
Hey do I need sunscreen around Anchorage next week in the afternoon?	{ "intent": "weather", "location": "Anchorage", "date": "next_week", "metric": "uv", "time_of_day": "afternoon" }	multi_slot
just wondering, book me a flight to Amsterdam	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
Quick q, how's it looking out there sunday	{ "intent": "weather", "location": null, "date": "sunday", "metric": "general", "time_of_day": null }	date_reasoning
just wondering, what's the best restaurant in Chicago	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
Quick q, this saturday how humid is it over in Berlin in the evening?	{ "intent": "weather", "location": "Berlin", "date": "saturday", "metric": "humidity", "time_of_day": "evening" }	multi_slot
So weather two days before christmas?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
Just wondering, book me a flight to London?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
Hey is it humid around Detroit overnight?	{ "intent": "weather", "location": "Detroit", "date": null, "metric": "humidity", "time_of_day": "night" }	basic
so do I need an umbrella over in Dallas friday	{ "intent": "weather", "location": "Dallas", "date": "friday", "metric": "rain", "time_of_day": null }	date_reasoning
quick q, what's the weather 45 days from now	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
just wondering, is it raining for Philadelphia?	{ "intent": "weather", "location": "Philadelphia", "date": null, "metric": "rain", "time_of_day": null }	implicit_slot
quick q, give me the weather for Reykjavik?	{ "intent": "weather", "location": "Reykjavik", "date": null, "metric": "general", "time_of_day": null }	vague
weather the day after the super bowl in Dubai?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
Will it rain on thanksgiving	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
quick q, will it snow in Boston?	{ "intent": "weather", "location": "Boston", "date": null, "metric": "snow", "time_of_day": null }	implicit_slot
What should i do in Reykjavik this weekend?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
is it raining this wednesday	{ "intent": "weather", "location": null, "date": "wednesday", "metric": "rain", "time_of_day": null }	date_reasoning
so what's the forecast for thanksgiving?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
is it humid overnight	{ "intent": "weather", "location": null, "date": null, "metric": "humidity", "time_of_day": "night" }	implicit_slot
Quick q, translate hello into spanish?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_nonweather
What's the water temperature in Singapore	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
So will it be gusty	{ "intent": "weather", "location": null, "date": null, "metric": "wind", "time_of_day": null }	implicit_slot
do I need sunglasses thursday in the afternoon?	{ "intent": "weather", "location": null, "date": "thursday", "metric": "uv", "time_of_day": "afternoon" }	date_reasoning
Just wondering, give me the weather for Dublin?	{ "intent": "weather", "location": "Dublin", "date": null, "metric": "general", "time_of_day": null }	vague
so is it cloudy around New York next weekend?	{ "intent": "weather", "location": "New York", "date": "next_weekend", "metric": "cloud", "time_of_day": null }	date_reasoning
so is it going to rain?	{ "intent": "weather", "location": null, "date": null, "metric": "rain", "time_of_day": null }	implicit_slot
Is it humid	{ "intent": "weather", "location": null, "date": null, "metric": "humidity", "time_of_day": null }	implicit_slot
Is it windy next week in the evening	{ "intent": "weather", "location": null, "date": "next_week", "metric": "wind", "time_of_day": "evening" }	date_reasoning
will it snow for Singapore during the morning?	{ "intent": "weather", "location": "Singapore", "date": null, "metric": "snow", "time_of_day": "morning" }	basic
hey how warm will it be in Dublin?	{ "intent": "weather", "location": "Dublin", "date": null, "metric": "temperature", "time_of_day": null }	implicit_slot
how strong is the wind during the morning	{ "intent": "weather", "location": null, "date": null, "metric": "wind", "time_of_day": "morning" }	implicit_slot
just wondering, how bad are allergies in Bangkok today?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
hey this friday how humid is it	{ "intent": "weather", "location": null, "date": "friday", "metric": "humidity", "time_of_day": null }	date_reasoning
just wondering, how strong is the uv in Anchorage over the weekend?	{ "intent": "weather", "location": "Anchorage", "date": "this_weekend", "metric": "uv", "time_of_day": null }	basic
This tuesday is it going to rain around Boston in the evening?	{ "intent": "weather", "location": "Boston", "date": "tuesday", "metric": "rain", "time_of_day": "evening" }	multi_slot
hey this saturday how hot is it over in Reykjavik at night?	{ "intent": "weather", "location": "Reykjavik", "date": "saturday", "metric": "temperature", "time_of_day": "night" }	multi_slot
just wondering, how bad are allergies in Edinburgh today?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
so what's the wind like around Dubai?	{ "intent": "weather", "location": "Dubai", "date": null, "metric": "wind", "time_of_day": null }	implicit_slot
what's fun to do in Sydney?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
just wondering, is it muggy over in Austin	{ "intent": "weather", "location": "Austin", "date": null, "metric": "humidity", "time_of_day": null }	implicit_slot
Quick q, what are the temps next weekend?	{ "intent": "weather", "location": null, "date": "next_weekend", "metric": "temperature", "time_of_day": null }	date_reasoning
quick q, will it be wet this wednesday over in Phoenix in the morning?	{ "intent": "weather", "location": "Phoenix", "date": "wednesday", "metric": "rain", "time_of_day": "morning" }	multi_slot
is the pollen bad in Cairo	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_unsupported_metric
do I need sunglasses tomorrow afternoon?	{ "intent": "weather", "location": null, "date": "tomorrow", "metric": "uv", "time_of_day": "afternoon" }	boundary
is it overcast around Bangkok overnight?	{ "intent": "weather", "location": "Bangkok", "date": null, "metric": "cloud", "time_of_day": "night" }	basic
Just wondering, the day after tomorrow is it going to rain?	{ "intent": "weather", "location": null, "date": "day_after_tomorrow", "metric": "rain", "time_of_day": null }	date_reasoning
How strong is the wind?	{ "intent": "weather", "location": null, "date": null, "metric": "wind", "time_of_day": null }	implicit_slot
what's the uv index over in Oslo on friday	{ "intent": "weather", "location": "Oslo", "date": "friday", "metric": "uv", "time_of_day": null }	date_reasoning
just wondering, do I need an umbrella this saturday over in Seattle	{ "intent": "weather", "location": "Seattle", "date": "saturday", "metric": "rain", "time_of_day": null }	date_reasoning
hey is it going to rain this weekend?	{ "intent": "weather", "location": null, "date": "this_weekend", "metric": "rain", "time_of_day": null }	implicit_slot
Saturday is it raining for Chicago	{ "intent": "weather", "location": "Chicago", "date": "saturday", "metric": "rain", "time_of_day": null }	date_reasoning
will it be sunny in the afternoon	{ "intent": "weather", "location": null, "date": null, "metric": "cloud", "time_of_day": "afternoon" }	implicit_slot
How's the weather looking in Chicago	{ "intent": "weather", "location": "Chicago", "date": null, "metric": "general", "time_of_day": null }	vague
over the weekend is it going to snow over in Portland in the afternoon?	{ "intent": "weather", "location": "Portland", "date": "this_weekend", "metric": "snow", "time_of_day": "afternoon" }	multi_slot
Just wondering, will it be wet this saturday?	{ "intent": "weather", "location": null, "date": "saturday", "metric": "rain", "time_of_day": null }	date_reasoning
just wondering, is it raining in Denver overnight?	{ "intent": "weather", "location": "Denver", "date": null, "metric": "rain", "time_of_day": "night" }	basic
is San Diego worth visiting?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
will there be snowfall this friday around San Francisco?	{ "intent": "weather", "location": "San Francisco", "date": "friday", "metric": "snow", "time_of_day": null }	date_reasoning
just wondering, how cloudy is it?	{ "intent": "weather", "location": null, "date": null, "metric": "cloud", "time_of_day": null }	implicit_slot
Hey is it muggy over the weekend for Berlin in the afternoon	{ "intent": "weather", "location": "Berlin", "date": "this_weekend", "metric": "humidity", "time_of_day": "afternoon" }	multi_slot
so weather two days before new years day?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
tomorrow how strong is the wind for Oslo	{ "intent": "weather", "location": "Oslo", "date": "tomorrow", "metric": "wind", "time_of_day": null }	basic
Hey how strong is the wind on friday	{ "intent": "weather", "location": null, "date": "friday", "metric": "wind", "time_of_day": null }	date_reasoning
How strong is the uv tomorrow for Phoenix	{ "intent": "weather", "location": "Phoenix", "date": "tomorrow", "metric": "uv", "time_of_day": null }	basic
So this wednesday is it muggy in Bangkok	{ "intent": "weather", "location": "Bangkok", "date": "wednesday", "metric": "humidity", "time_of_day": null }	date_reasoning
Quick q, this wednesday do I need sunscreen	{ "intent": "weather", "location": null, "date": "wednesday", "metric": "uv", "time_of_day": null }	date_reasoning
Just wondering, will it snow over the weekend?	{ "intent": "weather", "location": null, "date": "this_weekend", "metric": "snow", "time_of_day": null }	implicit_slot
So help me plan a trip to San Francisco?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_ambiguous
Just wondering, is it cloudy on monday around Denver?	{ "intent": "weather", "location": "Denver", "date": "monday", "metric": "cloud", "time_of_day": null }	date_reasoning
so tomorrow what's the wind like around Dubai?	{ "intent": "weather", "location": "Dubai", "date": "tomorrow", "metric": "wind", "time_of_day": null }	basic
Just wondering, do I need an umbrella next weekend for Tokyo in the afternoon?	{ "intent": "weather", "location": "Tokyo", "date": "next_weekend", "metric": "rain", "time_of_day": "afternoon" }	multi_slot
just wondering, weather the day after the super bowl in Rome?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith
Just wondering, what's the weather right now around Amsterdam?	{ "intent": "weather", "location": "Amsterdam", "date": "today", "metric": "general", "time_of_day": null }	basic
hey is it going to be chilly for Minneapolis?	{ "intent": "weather", "location": "Minneapolis", "date": null, "metric": "temperature", "time_of_day": null }	implicit_slot
Quick q, how's the weather for Denver overnight?	{ "intent": "weather", "location": "Denver", "date": null, "metric": "general", "time_of_day": "night" }	basic
weather the day after the super bowl in Amsterdam?	{ "intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null }	oos_date_arith

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weather-intent-v2

Synthetic dataset for a reject-option weather-intent parser (v2). Maps a user message to a structured JSON intent, or labels it out_of_scope. Trains Nicholas55555/qwen2.5-1.5b-weather-intent-v2.

{"utterance": "will it rain in Paris this weekend?",
 "intent": {"intent": "weather", "location": "Paris", "date": "this_weekend", "metric": "rain", "time_of_day": null},
 "category": "basic"}
{"utterance": "how's the pollen in Austin?",
 "intent": {"intent": "out_of_scope", "location": null, "date": null, "metric": null, "time_of_day": null},
 "category": "oos_unsupported_metric"}

Composition (1500 train / 300 eval, 25% out-of-scope)

Out-of-scope negatives are stratified so reject-recall can be reported per stratum: oos_nonweather, oos_unsupported_metric, oos_date_arith, oos_ambiguous. A boundary band of hard positives ("is it a good beach day?", "do I need sunscreen?") holds the false-reject rate down.

Fields

field	description
`utterance`	the user message
`intent`	target: `intent` (`weather`/`out_of_scope`) + `location`, `date`, `metric`, `time_of_day`
`category`	slice (positive category or `oos_*` stratum)

Generation

Programmatic and correct-by-construction (slots sampled first, utterance rendered from them). The task is parsing only — volatile facts and rendering are downstream code.

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