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kind
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unknown
question
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101
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2
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label
int64
0
11
target_distribution
null
source
stringclasses
8 values
licence
stringclasses
8 values
883ff40cc5117117
intent_routing
choice
"Are you able to make exchanges to EUR?"
Which banking intent does this message express?
[ { "id": "card_delivery_estimate", "description": "card delivery estimate" }, { "id": "top_up_reverted", "description": "top up reverted" }, { "id": "cancel_transfer", "description": "cancel transfer" }, { "id": "fiat_currency_support", "description": "fiat currency suppor...
3
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
94e886055d8cf4a7
intent_routing
choice
"Someone has a copy of my card !! I definitely still have it here but someone just made a 500£ cash withdrawal, HELP!"
Which banking intent does this message express?
[ { "id": "cancel_transfer", "description": "cancel transfer" }, { "id": "failed_transfer", "description": "failed transfer" }, { "id": "declined_card_payment", "description": "declined card payment" }, { "id": "reverted_card_payment?", "description": "reverted card payment...
11
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
601b4e8dd7e74a7e
evidence_interpretation
choice
{ "evidence": "i am in uh in uh involved in a four 401K but i'm uh contributing such a such a small amount right now", "claim": "I'm involved in a 401k, but I put so much money into it last year that I only have to contribute a small amount as of now." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
mnli
OANC + CC-BY-SA (mixed)
5aada89506cf9093
intent_routing
choice
"how can i report a card that has been lost"
Which intent does this request express?
[ { "id": "pto_balance", "description": "pto balance" }, { "id": "make_call", "description": "make call" }, { "id": "report_lost_card", "description": "report lost card" }, { "id": "oos", "description": "oos" }, { "id": "what_can_i_ask_you", "description": "what...
2
null
clinc150
CC-BY 3.0
ef7b3ce62c7714fa
intent_routing
choice
"how should i proceed if my car won't start and i think it's the battery"
Which intent does this request express?
[ { "id": "oil_change_when", "description": "oil change when" }, { "id": "repeat", "description": "repeat" }, { "id": "jump_start", "description": "jump start" }, { "id": "translate", "description": "translate" }, { "id": "measurement_conversion", "description":...
2
null
clinc150
CC-BY 3.0
c1a8d365b371fb5c
evidence_interpretation
choice
{ "evidence": "The country is a popular tourist destination for a day trip from Bangkok.", "claim": "You need at least half a day to fully explore the country." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
c584695bea491492
evidence_interpretation
choice
{ "evidence": "The author suggests that this would be a good time to raise the federal minimum wage.", "claim": "Raising the minimum wage would be a good idea." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
6716221145f942f5
evidence_interpretation
choice
{ "evidence": "\"It's easy to see why,\" said Mary, \"he's a very nervous man.\"", "claim": "Nervous men are easy to see." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
52e37bf129728c52
evidence_interpretation
choice
{ "evidence": "A man wearing white walks passed a shuttered building with an advertising banner over the door.", "claim": "A woman is walking near a beautiful ad agency." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
c07a15302d5a5f4e
evidence_interpretation
choice
{ "evidence": "Three young children consisting of two girls and a boy who is holding an apple with a bite out of it, are posing on a scenic mountain view background.", "claim": "The three young childeren were hold an apple with a bite on it" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
snli
CC-BY-SA 4.0
3185c0732ff63251
intent_routing
choice
"nay"
Which intent does this request express?
[ { "id": "carry_on", "description": "carry on" }, { "id": "gas_type", "description": "gas type" }, { "id": "international_visa", "description": "international visa" }, { "id": "credit_score", "description": "credit score" }, { "id": "shopping_list", "descriptio...
9
null
clinc150
CC-BY 3.0
d11f022cfd34e35c
evidence_interpretation
choice
{ "evidence": "Without meaningful reform, the Social Security and Medicare programs face long-term financing problems.", "claim": "If nothing changes, Medicare could face funding problems. " }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
acb8b899c4587b74
evidence_interpretation
choice
{ "evidence": "It is more likely that we will be able to resolve our differences if we can understand each other's concerns.", "claim": "We can understand each other's concerns." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
dfc2ac60ced5bbbe
yes_no
noul
{ "passage": "Status as a natural-born citizen of the United States is one of the eligibility requirements established in the United States Constitution for holding the office of President or Vice President. This requirement was intended to protect the nation from foreign influence." }
do you have to have been born in america to be president?
[ { "id": "yes", "description": "Yes." }, { "id": "no", "description": "No." } ]
0
null
boolq
CC-BY-SA 3.0
20855dedc28904f4
intent_routing
choice
"set reminder for tomorrow to eat"
Which intent does this request express?
[ { "id": "reminder_update", "description": "reminder update" }, { "id": "meal_suggestion", "description": "meal suggestion" }, { "id": "replacement_card_duration", "description": "replacement card duration" }, { "id": "gas_type", "description": "gas type" }, { "id"...
0
null
clinc150
CC-BY 3.0
48d382d419ec1f92
yes_no
noul
{ "passage": "Considering mountains with a topographic prominence of at least 300 m (980 ft), the Matterhorn is the sixth-highest summit in the Alps and Europe outside the Caucasus Mountains. It is the fifth-highest summit of Valais and Switzerland and the third highest summit of the Aosta Valley and Italy. Locally, ...
is the matterhorn the tallest mountain in switzerland?
[ { "id": "yes", "description": "Yes." }, { "id": "no", "description": "No." } ]
1
null
boolq
CC-BY-SA 3.0
7c3c61e54412b551
intent_routing
choice
"set up an alarm to remind me to give my cat her flea medicine"
Which intent does this request express?
[ { "id": "international_visa", "description": "international visa" }, { "id": "what_can_i_ask_you", "description": "what can i ask you" }, { "id": "spending_history", "description": "spending history" }, { "id": "todo_list_update", "description": "todo list update" }, ...
4
null
clinc150
CC-BY 3.0
e70c50e456799cf6
evidence_interpretation
choice
{ "evidence": "A shirtless man playing tennis in an fenced-in area.", "claim": "the man has a shirt on" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
1f00acb417c03d68
evidence_interpretation
choice
{ "evidence": "A climber is making his way up a snowy mountainside.", "claim": "A climber is at base camp" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
1de4279a18c82452
intent_routing
choice
"politics"
Which assistant intent does this utterance express?
[ { "id": "music_settings", "description": "music settings" }, { "id": "iot_hue_lightup", "description": "iot hue lightup" }, { "id": "transport_ticket", "description": "transport ticket" }, { "id": "general_joke", "description": "general joke" }, { "id": "alarm_que...
10
null
massive
CC-BY 4.0 (mteb parquet mirror)
cef67d9e092f96ad
evidence_interpretation
choice
{ "evidence": "Outside by the trees, a woman wearing jeans and red jacket throws something for a German shepherd to chase.", "claim": "A young lady is teaching her pet dog how to play fetch." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
cfda54347cf5e196
evidence_interpretation
choice
{ "evidence": "The small number of complaints filed by customers in the late 1990s were handled by telephone, not by mail.", "claim": "The small number of complaints filed by customers in the late 1990s were handled by mail." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
wanli
CC-BY 4.0
d8c95bf8146e6669
evidence_interpretation
choice
{ "evidence": "So this is the only division that obeys all the principles we've stated.", "claim": "This is the only part that does not obey all the principles that were said." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
9f7a0402a92fb80c
intent_routing
choice
"I was wondering why my card was declined"
Which banking intent does this message express?
[ { "id": "pending_cash_withdrawal", "description": "pending cash withdrawal" }, { "id": "card_swallowed", "description": "card swallowed" }, { "id": "visa_or_mastercard", "description": "visa or mastercard" }, { "id": "get_physical_card", "description": "get physical card"...
9
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
cfc8263243866154
intent_routing
choice
"i need to know what the visa card credit limit is"
Which intent does this request express?
[ { "id": "tire_pressure", "description": "tire pressure" }, { "id": "calendar_update", "description": "calendar update" }, { "id": "report_lost_card", "description": "report lost card" }, { "id": "greeting", "description": "greeting" }, { "id": "pto_request_status"...
8
null
clinc150
CC-BY 3.0
b3ada9d4390fc6ea
intent_routing
choice
"what cleaning product should i use on wood floors"
Which intent does this request express?
[ { "id": "are_you_a_bot", "description": "are you a bot" }, { "id": "apr", "description": "apr" }, { "id": "yes", "description": "yes" }, { "id": "oos", "description": "oos" }, { "id": "redeem_rewards", "description": "redeem rewards" }, { "id": "meanin...
3
null
clinc150
CC-BY 3.0
881a7c26071d1e57
intent_routing
choice
"what should i get at a mexican restaurant"
Which intent does this request express?
[ { "id": "report_fraud", "description": "report fraud" }, { "id": "insurance", "description": "insurance" }, { "id": "card_declined", "description": "card declined" }, { "id": "what_song", "description": "what song" }, { "id": "reminder_update", "description": ...
11
null
clinc150
CC-BY 3.0
8fe74ef227c8956e
intent_routing
choice
"How much does it cost to get more cards?"
Which banking intent does this message express?
[ { "id": "transfer_into_account", "description": "transfer into account" }, { "id": "unable_to_verify_identity", "description": "unable to verify identity" }, { "id": "direct_debit_payment_not_recognised", "description": "direct debit payment not recognised" }, { "id": "card_a...
10
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
9e55049281cfaff8
safety
noul
"I dont thnk its a wrong calling between us\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
1
null
smsspam
CC-BY 4.0 (UCI)
f276240fd02920c9
intent_routing
choice
"i want to reserve an uber to go to the airport"
Which intent does this request express?
[ { "id": "reminder_update", "description": "reminder update" }, { "id": "redeem_rewards", "description": "redeem rewards" }, { "id": "uber", "description": "uber" }, { "id": "travel_alert", "description": "travel alert" }, { "id": "smart_home", "description": "...
2
null
clinc150
CC-BY 3.0
9d42e783f74fe10b
intent_routing
choice
"turn up the speakers"
Which assistant intent does this utterance express?
[ { "id": "social_post", "description": "social post" }, { "id": "qa_maths", "description": "qa maths" }, { "id": "iot_wemo_off", "description": "iot wemo off" }, { "id": "general_quirky", "description": "general quirky" }, { "id": "iot_hue_lightchange", "descri...
7
null
massive
CC-BY 4.0 (mteb parquet mirror)
fdd511f96ef6a5d0
evidence_interpretation
choice
{ "evidence": "It is, of course, also possible that we will never know the truth of what happened, and that all we can do is speculate.", "claim": "We will never know the truth of what happened." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
e08cd834999cc8f8
evidence_interpretation
choice
{ "evidence": "A group of people demonstrating.", "claim": "A group of people are sleeping." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
ea7e447d80ee014c
evidence_interpretation
choice
{ "evidence": "A guy enjoying the day, having a barbecue.", "claim": "A guy is cooking barbecued meat." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
snli
CC-BY-SA 4.0
131351300dd851f4
evidence_interpretation
choice
{ "evidence": "Alexander Cockburn once imagined this MacNeil/Lehrer And now, for another view of Hitler ...", "claim": "Cockburn's book showed another view of Hitler." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
mnli
OANC + CC-BY-SA (mixed)
07ff8951275c9553
evidence_interpretation
choice
{ "evidence": "The government has recently approved a plan to reduce its budget deficit.", "claim": "The government is going to reduce its budget deficit." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
713b8a77f3715fbb
evidence_interpretation
choice
{ "evidence": "A person is hanging up pictures of women with a few onlookers watching surrounded by bikes.", "claim": "Somebody is hanging up pictures while people watch." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
snli
CC-BY-SA 4.0
aa4988245464c5fd
evidence_interpretation
choice
{ "evidence": "There are four canoes in the background, beautiful green grass, with three kids standing at the shore of the lake, that is crystal and crisp looking, and there is a redheaded boy wearing a red shirt, red life vest, and is in a yellow kayak, with a double ended yellow paddle.", "claim": "The kids are ...
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
86c703483aea8b0b
intent_routing
choice
"i would like to know my next schedule details"
Which assistant intent does this utterance express?
[ { "id": "qa_maths", "description": "qa maths" }, { "id": "iot_hue_lightup", "description": "iot hue lightup" }, { "id": "email_addcontact", "description": "email addcontact" }, { "id": "datetime_convert", "description": "datetime convert" }, { "id": "calendar_quer...
4
null
massive
CC-BY 4.0 (mteb parquet mirror)
6f052877f2f3d621
evidence_interpretation
choice
{ "evidence": "a large black dog fighting with another large brown and black dog.", "claim": "The dogs are just playing" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
27e466d4c8caf910
evidence_interpretation
choice
{ "evidence": "Many people of Indian descent wearing bright, colorful clothing& walking up steep flights of stairs.", "claim": "A group of Indians are going to a wedding." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
7c6130becb732861
yes_no
noul
{ "passage": "The film depicts an imaginary love affair involving playwright William Shakespeare (Joseph Fiennes) and Viola de Lesseps (Gwyneth Paltrow) while Shakespeare was writing Romeo and Juliet. Several characters are based on historical figures, and many of the characters, lines, and plot devices allude to Sha...
is the movie shakespeare in love a true story?
[ { "id": "yes", "description": "Yes." }, { "id": "no", "description": "No." } ]
1
null
boolq
CC-BY-SA 3.0
f338d047254b624a
intent_routing
choice
"did erin send me any emails"
Which assistant intent does this utterance express?
[ { "id": "news_query", "description": "news query" }, { "id": "email_query", "description": "email query" }, { "id": "cooking_query", "description": "cooking query" }, { "id": "qa_maths", "description": "qa maths" }, { "id": "audio_volume_mute", "description": ...
1
null
massive
CC-BY 4.0 (mteb parquet mirror)
012d8b1bdf2cf7b8
evidence_interpretation
choice
{ "evidence": "Sounds a little like Wright's Ferberizing experiences to me.", "claim": "They were well read in the subject matter." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
mnli
OANC + CC-BY-SA (mixed)
58729c51a1ea3eac
evidence_interpretation
choice
{ "evidence": "Japp had taken out a handkerchief, and was gently dabbing his brow. ", "claim": "He dabbed at his brow with a handkerchief." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
9ae868d789414516
evidence_interpretation
choice
{ "evidence": "Children's clothes are fun and stylish too, though you may balk at the prices.", "claim": "Children's clothes are fun, stylish and very cheap." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
mnli
OANC + CC-BY-SA (mixed)
202d89a3428665df
safety
noul
"You aren't coming home between class, right? I need to work out and shower!\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
1
null
smsspam
CC-BY 4.0 (UCI)
3660d61dd1a1e099
intent_routing
choice
"abandon the dinner reservation i made"
Which intent does this request express?
[ { "id": "oos", "description": "oos" }, { "id": "travel_notification", "description": "travel notification" }, { "id": "cancel_reservation", "description": "cancel reservation" }, { "id": "restaurant_reviews", "description": "restaurant reviews" }, { "id": "do_you_...
2
null
clinc150
CC-BY 3.0
d7a6cf30d3fa18b5
intent_routing
choice
"the music of this song is very melodious and relaxing"
Which assistant intent does this utterance express?
[ { "id": "iot_wemo_on", "description": "iot wemo on" }, { "id": "transport_ticket", "description": "transport ticket" }, { "id": "calendar_remove", "description": "calendar remove" }, { "id": "weather_query", "description": "weather query" }, { "id": "music_likenes...
4
null
massive
CC-BY 4.0 (mteb parquet mirror)
fe32b8de328bb4a0
evidence_interpretation
choice
{ "evidence": "Why didn't you say?\"", "claim": "Why didn't you tell us anything?" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
mnli
OANC + CC-BY-SA (mixed)
348b82ef4a351c39
intent_routing
choice
"My ATM transaction shorted me on cash, and I think the exchange rate was wrong. Did I receive the correct rate?"
Which banking intent does this message express?
[ { "id": "wrong_exchange_rate_for_cash_withdrawal", "description": "wrong exchange rate for cash withdrawal" }, { "id": "request_refund", "description": "request refund" }, { "id": "apple_pay_or_google_pay", "description": "apple pay or google pay" }, { "id": "verify_my_identi...
0
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
1e3067bed518217d
evidence_interpretation
choice
{ "evidence": "To a large extent, the lack of concern for the poor is a result of the limited opportunities for the poor to become wealthy.", "claim": "The poor are not concerned about the poor." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
43c6a282f5e27404
evidence_interpretation
choice
{ "evidence": "This is the second in a series of papers on the health care system in the United States.", "claim": "There will be a second paper on the health care system in the United States." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
6d2f3774611aa022
intent_routing
choice
"i want to know could an extra item be added to my grocery list"
Which assistant intent does this utterance express?
[ { "id": "lists_query", "description": "lists query" }, { "id": "lists_createoradd", "description": "lists createoradd" }, { "id": "datetime_convert", "description": "datetime convert" }, { "id": "recommendation_events", "description": "recommendation events" }, { ...
1
null
massive
CC-BY 4.0 (mteb parquet mirror)
5f32734126b01337
evidence_interpretation
choice
{ "evidence": "three people sit around a campfire.", "claim": "The four girls put out the fire" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
87661023ea13c0b7
safety
noul
"Thanks for your ringtone order, reference number X49.Your mobile will be charged 4.50. Should your tone not arrive please call customer services 09065989182\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
0
null
smsspam
CC-BY 4.0 (UCI)
411f5cdfa1ee7b38
intent_routing
choice
"Can you tell me how do I get a card?"
Which banking intent does this message express?
[ { "id": "visa_or_mastercard", "description": "visa or mastercard" }, { "id": "top_up_failed", "description": "top up failed" }, { "id": "transfer_timing", "description": "transfer timing" }, { "id": "fiat_currency_support", "description": "fiat currency support" }, { ...
9
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
e2c956afccf1d64c
intent_routing
choice
"go ahead and book a reservation for 8 pm at red robin under the name kevin"
Which intent does this request express?
[ { "id": "pto_used", "description": "pto used" }, { "id": "meaning_of_life", "description": "meaning of life" }, { "id": "calendar_update", "description": "calendar update" }, { "id": "nutrition_info", "description": "nutrition info" }, { "id": "cook_time", "de...
11
null
clinc150
CC-BY 3.0
1fef84990328ee23
evidence_interpretation
choice
{ "evidence": "a brown dog is jumping up at a woman who is wearing a brown skirt.", "claim": "A dog attacks a man." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
88f3b873d13dd9e7
evidence_interpretation
choice
{ "evidence": "The most popular of the books in the series is a retelling of the Cinderella story.", "claim": "The Cinderella story is a popular story." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
a8dbb8f26099d85c
evidence_interpretation
choice
{ "evidence": "The most serious action takes place at the Olympic-size indoor pools in the Centre de Natation, at 34 boulevard Carnot, and the Forum des Halles shopping complex.", "claim": "The pools at the Centre de Natation are smaller than Olympic size." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
mnli
OANC + CC-BY-SA (mixed)
236976aa1575c106
safety
noul
"The wine is flowing and i'm i have nevering..\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
1
null
smsspam
CC-BY 4.0 (UCI)
2df78c10ceec32f0
evidence_interpretation
choice
{ "evidence": "A woman with long black hair paints the nails of another person a deep maroon color.", "claim": "A woman is getting a massage at a spa." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
33477527f1c8ae0e
evidence_interpretation
choice
{ "evidence": "Lessons Learned.", "claim": "Lessons that were learned." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
39128a2fa24fd904
evidence_interpretation
choice
{ "evidence": "Also try El Galeen, in a make-believe pirate ship that sets sail from under Havana's La Cabaea fortress.", "claim": "There is a make-believe pirate ship that sets sails in Cuba." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
5a6842c4fea095fa
evidence_interpretation
choice
{ "evidence": "A woman in a green jacket and black sunglasses outside in a crowd.", "claim": "The woman needs sunglasses because it is bright." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
89d6eadcaedba6bd
evidence_interpretation
choice
{ "evidence": "It is often difficult to find out whether a statement is true or false.", "claim": "I have trouble finding out whether my statements are true or false." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
db58563945216848
evidence_interpretation
choice
{ "evidence": "She is, in fact, an example of the one-woman renaissance of the \"novel of ideas\" that began in the 1960s.", "claim": "She is an example of the one-woman renaissance of the \"novel of ideas\" that began in the 1960s." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
11e09ea2575daef4
evidence_interpretation
choice
{ "evidence": "yeah i just think it's really really pretty", "claim": "I think it's very pretty. " }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
d57e7de7fbd6906c
intent_routing
choice
"There are a couple of payments with my card shown in the app that I really didn't make myself. What's going on with this?"
Which banking intent does this message express?
[ { "id": "card_payment_not_recognised", "description": "card payment not recognised" }, { "id": "transfer_timing", "description": "transfer timing" }, { "id": "automatic_top_up", "description": "automatic top up" }, { "id": "exchange_rate", "description": "exchange rate" ...
0
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
ba2981ebbd250426
intent_routing
choice
"book train ticket to new york"
Which assistant intent does this utterance express?
[ { "id": "transport_query", "description": "transport query" }, { "id": "music_dislikeness", "description": "music dislikeness" }, { "id": "play_game", "description": "play game" }, { "id": "iot_hue_lightoff", "description": "iot hue lightoff" }, { "id": "play_audi...
8
null
massive
CC-BY 4.0 (mteb parquet mirror)
c2afb632a75601fe
safety
noul
"Got it! It looks scrumptious... daddy wants to eat you all night long!\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
1
null
smsspam
CC-BY 4.0 (UCI)
38d2b4ed493c6d7d
yes_no
noul
{ "passage": "Window frost (also called fern frost or ice flowers) forms when a glass pane is exposed to very cold air on the outside and warmer, moderately moist air on the inside. If the pane is not a good insulator (for example, if it is a single pane window), water vapour condenses on the glass forming frost patt...
does frost form on the outside of a window?
[ { "id": "yes", "description": "Yes." }, { "id": "no", "description": "No." } ]
0
null
boolq
CC-BY-SA 3.0
07e25966ed04f166
evidence_interpretation
choice
{ "evidence": "Nothing seemed to matter.", "claim": "It seemed that nothing mattered." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
21b4812bb7616184
intent_routing
choice
"on what date do i get paid"
Which intent does this request express?
[ { "id": "car_rental", "description": "car rental" }, { "id": "credit_score", "description": "credit score" }, { "id": "fun_fact", "description": "fun fact" }, { "id": "min_payment", "description": "min payment" }, { "id": "greeting", "description": "greeting" ...
10
null
clinc150
CC-BY 3.0
2580e18be3fc7906
evidence_interpretation
choice
{ "evidence": "There is a need for good teachers, but there is also a need for good students.", "claim": "Teachers and students need each other." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
8dd85f466cf80b30
intent_routing
choice
"give me the status of flight dl123"
Which intent does this request express?
[ { "id": "insurance", "description": "insurance" }, { "id": "change_user_name", "description": "change user name" }, { "id": "flight_status", "description": "flight status" }, { "id": "thank_you", "description": "thank you" }, { "id": "book_flight", "descriptio...
2
null
clinc150
CC-BY 3.0
b9ccd3b10634787b
evidence_interpretation
choice
{ "evidence": "In the United States, where the term \"lobster\" is used to refer to a specific type of fish, the word \"lobster\" is not used to refer to a lobster dish.", "claim": "The word \"lobster\" is not used to refer to a lobster dish." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
7d1b15eec6a88e39
evidence_interpretation
choice
{ "evidence": "You can expect to pay $15 for a three-course meal, but the service is very good.", "claim": "The service was very good, but the food was very bad." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
wanli
CC-BY 4.0
bb7a36de09c235c3
intent_routing
choice
"I'm having problems making a transfer to another account. I keep getting a declined message. I know that the information I'm putting in is accurate because I have checked it more than once."
Which banking intent does this message express?
[ { "id": "supported_cards_and_currencies", "description": "supported cards and currencies" }, { "id": "declined_transfer", "description": "declined transfer" }, { "id": "country_support", "description": "country support" }, { "id": "declined_cash_withdrawal", "description"...
1
null
banking77
CC-BY 4.0 (mteb parquet mirror of PolyAI/banking77)
745944380608875b
intent_routing
choice
"book my next free day in the calendar for me to get a haircut at sally's"
Which assistant intent does this utterance express?
[ { "id": "audio_volume_other", "description": "audio volume other" }, { "id": "recommendation_movies", "description": "recommendation movies" }, { "id": "iot_hue_lighton", "description": "iot hue lighton" }, { "id": "calendar_set", "description": "calendar set" }, { ...
3
null
massive
CC-BY 4.0 (mteb parquet mirror)
3da6e8b7e91150e5
intent_routing
choice
"shuffle music"
Which assistant intent does this utterance express?
[ { "id": "news_query", "description": "news query" }, { "id": "qa_maths", "description": "qa maths" }, { "id": "play_game", "description": "play game" }, { "id": "iot_hue_lightdim", "description": "iot hue lightdim" }, { "id": "music_likeness", "description": "...
6
null
massive
CC-BY 4.0 (mteb parquet mirror)
8c192d81fa79c0a1
evidence_interpretation
choice
{ "evidence": "This takes on a metropolitan dimension in Kuala Lumpur.", "claim": "In Kuala Lumpur, this takes on a metropolitan dimension." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
afe93d9f330c5fb7
yes_no
noul
{ "passage": "The dark web is the World Wide Web content that exists on darknets, overlay networks that use the Internet but require specific software, configurations or authorization to access. The dark web forms a small part of the deep web, the part of the Web not indexed by web search engines, although sometimes ...
is the deep web and the dark web the same thing?
[ { "id": "yes", "description": "Yes." }, { "id": "no", "description": "No." } ]
1
null
boolq
CC-BY-SA 3.0
83ee3907e1e02f80
evidence_interpretation
choice
{ "evidence": "Determining the Costs of Federal Government Regulations, Federal Register, vol. 63, no. 125, p. 52725, October 4, 1998.", "claim": "The Federal Register is not a real publication." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
wanli
CC-BY 4.0
4ea06d1fc3a8caed
evidence_interpretation
choice
{ "evidence": " For thirty years, he produced and distributed Project Gutenberg-tm eBooks with only a loose network of volunteer support.", "claim": "With only a loose network of volunteers, he produced and distributed Project Gutenberg eBooks for thirty years." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
59bd6b2b3f0775fd
intent_routing
choice
"does life have a meaning"
Which intent does this request express?
[ { "id": "damaged_card", "description": "damaged card" }, { "id": "tire_change", "description": "tire change" }, { "id": "order_status", "description": "order status" }, { "id": "reminder_update", "description": "reminder update" }, { "id": "meaning_of_life", "...
4
null
clinc150
CC-BY 3.0
a52838e777e7b36b
evidence_interpretation
choice
{ "evidence": "Combination of SCR and FGD will also result in significant reduction of mercury emissions, thereby mitigating the need for the addition of ACI.", "claim": "SCR and FGD will also result in significant reduction of mercury emissions." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
a64f0b25bbc7ada6
evidence_interpretation
choice
{ "evidence": "A series of international conferences on human rights, held in the 1990s, had the effect of making the world a more tolerant place.", "claim": "The world became more tolerant." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
abfd6a7cab064621
intent_routing
choice
"can i use yogurt in place of sour cream"
Which intent does this request express?
[ { "id": "nutrition_info", "description": "nutrition info" }, { "id": "order_checks", "description": "order checks" }, { "id": "ingredient_substitution", "description": "ingredient substitution" }, { "id": "mpg", "description": "mpg" }, { "id": "routing", "desc...
2
null
clinc150
CC-BY 3.0
05f9ea07b83b9085
evidence_interpretation
choice
{ "evidence": "An very nice capture of a soccer game going on between two men as the man from the team in black attempts to interrupt the red and white teams stride.", "claim": "A soccer game is a tie" }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
5d118cff9f973cff
evidence_interpretation
choice
{ "evidence": "Can't you make them a little more real?'", "claim": "It would be better if they were a bit more realistic." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
1ecf35ab207cd71c
evidence_interpretation
choice
{ "evidence": "A woman with green hair hula hoops before a crowd.", "claim": "A woman with blue hair hula hoops before a growd." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
bd5936501186e21c
evidence_interpretation
choice
{ "evidence": "Reorganize monetary policy to confront the realities of a globalized money supply, both to achieve greater stability and open the way to greater growth.", "claim": "They advocated for the money policies to be on a global level to bring stability." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
mnli
OANC + CC-BY-SA (mixed)
9c1b678800239251
intent_routing
choice
"are there any openings in new york city from april 2 through april 8"
Which intent does this request express?
[ { "id": "pto_used", "description": "pto used" }, { "id": "fun_fact", "description": "fun fact" }, { "id": "meaning_of_life", "description": "meaning of life" }, { "id": "min_payment", "description": "min payment" }, { "id": "insurance_change", "description": "...
10
null
clinc150
CC-BY 3.0
02d9ebaec1cb0002
safety
noul
"R we going with the <#> bus?\n"
Is this message spam or a scam?
[ { "id": "yes", "description": "Yes, spam or a scam." }, { "id": "no", "description": "No, a normal message." } ]
1
null
smsspam
CC-BY 4.0 (UCI)
ffcaf1e2403cd24a
evidence_interpretation
choice
{ "evidence": "There is no doubt that the threat of terrorism is real, but it is also clear that the war on terror is a war of choice.", "claim": "The war on terror is a war of choice." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
0
null
wanli
CC-BY 4.0
f0d17d704f3ae72e
evidence_interpretation
choice
{ "evidence": "Three male construction workers are examining something in a field, two of them are holding shovels.", "claim": "One worker holding a shovel examines something in a field with two colleagues." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
2
null
snli
CC-BY-SA 4.0
e5ed6fde37a62396
evidence_interpretation
choice
{ "evidence": "The motorcyclist has reached the summit.", "claim": "A person rides a motorcycle fast." }
Does the `evidence` establish the `claim`?
[ { "id": "supported", "description": "The evidence establishes the claim." }, { "id": "insufficient", "description": "The evidence does not establish the claim either way." }, { "id": "contradicted", "description": "The evidence establishes the opposite of the claim." } ]
1
null
snli
CC-BY-SA 4.0
661b333b8b28ad65
intent_routing
choice
"please set event on monday"
Which assistant intent does this utterance express?
[ { "id": "email_addcontact", "description": "email addcontact" }, { "id": "transport_traffic", "description": "transport traffic" }, { "id": "recommendation_events", "description": "recommendation events" }, { "id": "transport_query", "description": "transport query" }, ...
10
null
massive
CC-BY 4.0 (mteb parquet mirror)
End of preview. Expand in Data Studio

LQ-Decide training data

141,038 rows for training models that answer typed decisions: given a state and a question with a fixed option set, return a probability over the options rather than generated text. Built for LQ-Decide 0.6B by Hanish Keloth.

Every source is licence-checked and named. Non-commercial and unclear-licence sources were excluded by a flag rather than being quietly included; the excluded list is below so you can decide for yourself.

Files

file rows contents
train.jsonl 109,523 public datasets recast as typed decisions
valid.jsonl 2,235 held-out split of the same mixture
families.jsonl 29,280 synthetic rows in three decision families

Row format

{
  "id": "65d834b2683fd321",
  "family": "evidence_interpretation",
  "kind": "choice",
  "state": "The optician ordered replacement lenses. The workshop confirms they have not yet been fitted.",
  "question": "Assess the claim: the replacement lenses have been fitted.",
  "options": [
    {"id": "supported",    "description": "The evidence establishes the claim"},
    {"id": "insufficient", "description": "The evidence does not establish either"},
    {"id": "contradicted", "description": "The evidence establishes the opposite"}
  ],
  "label": 2,
  "source": "authored_synthetic",
  "licence": "generated by Ornith-1.5-35B-A3B (MIT)"
}

kind is choice, noul (yes/no) or score (ordered levels). label indexes options. Option order is already shuffled per row, so a model trained on this reads descriptions rather than positions.

Sources in train.jsonl

source rows licence
MNLI 20,000 OANC + CC-BY-SA (mixed)
SNLI 20,000 CC-BY-SA 4.0
WANLI 20,000 CC-BY 4.0
CLINC150 15,250 CC-BY 3.0
MASSIVE (mteb mirror) 11,514 CC-BY 4.0
Banking77 (mteb mirror) 9,993 CC-BY 4.0
BoolQ 9,427 CC-BY-SA 3.0
SMS Spam (UCI) 5,574 CC-BY 4.0

Deliberately excluded: ANLI (CC-BY-NC), DAIR Emotion (research only), AG News (unclear), Amazon Reviews 2023 (custom research licence), papluca language-identification (derived, unclear). Regenerate with or without them using the script referenced below.

families.jsonl

29,280 synthetic rows across three families, fifteen mechanisms each, balanced across answers:

family rows answers
evidence interpretation 9,880 supported / insufficient / contradicted
candidate selection 9,825 Candidate A / Candidate B / neither
rule application 9,575 permitted / prohibited / unsettled

Mechanisms include authority hierarchy, delegation limits, exception and exclusion, partial deliverables, priority fallback, revocation, timing sequence, and family-specific ones such as approval stage and retained-versus-replaced.

Generation method. The family, mechanism, intended answer and domain were chosen first, and Ornith-1.5-35B-A3B (MIT) wrote only the surface text for that predetermined answer. The label therefore never came from the teacher, which removes teacher-labelling noise. Rows whose returned answer did not match the requested one were discarded; yield was 98.6%. Sixty professional domains are used to spread vocabulary.

Known weakness, measured. A model trained on this reaches 0.646 on candidate selection on a clean held-out fixture but 0.389 on perturbed variants of the same items, which says these generated candidate-selection rows are too formulaic and teach a surface cue. The other two families hold up much better. If you use this data, consider regenerating that family with harder negatives.

Evaluation

Not included here. Use the labelled fixtures from the SemIf project (authored144, perturbations108, MIT). They were never trained on, generated from, or shown to the teacher when this data was built.

Reproduce

Built by ml/decide/build_data.py (public sources) and ml/modal/gen_decide_families.py (synthetic families) in the LocalQuill repository. The first takes a --commercial-only flag that produces exactly the source list above.

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