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Liam believes that his wind tunnel is nearby.
Liam has a wind tunnel.
E
possessive
0
type4_possessive_00
his wind tunnel
Attitude Premise
If Liam is an aerospace engineer and he tests the designs in his wind tunnel, it's okay.
Liam has a wind tunnel.
E
possessive
0
type4_possessive_00
his wind tunnel
Conjunction Premise
Either Liam isn't an aerospace engineer, or he tests the designs in his wind tunnel.
Liam has a wind tunnel.
E
possessive
0
type4_possessive_00
his wind tunnel
Disjunction Premise
If Liam is an aerospace engineer, he'll test the designs in his wind tunnel.
Liam has a wind tunnel.
E
possessive
0
type4_possessive_00
his wind tunnel
premise
Bill believes that his content management application is efficient.
Bill has a content management application.
E
possessive
1
type4_possessive_01
his content management application
Attitude Premise
If Bill is a content strategist and he manages everything in his content management application, it's okay.
Bill has a content management application.
E
possessive
1
type4_possessive_01
his content management application
Conjunction Premise
Either Bill isn't a content strategist, or he manages everything in his content management application.
Bill has a content management application.
E
possessive
1
type4_possessive_01
his content management application
Disjunction Premise
If Bill is a content strategist, he'll manage everything in his content management application.
Bill has a content management application.
E
possessive
1
type4_possessive_01
his content management application
premise
Steve believes that his wildlife trap is in the forest.
Steve has a wildlife trap.
E
possessive
2
type4_possessive_02
his wildlife trap
Attitude Premise
If Steve is a conservation officer and he sets up his wildlife trap to capture animals for research or relocation, it's okay.
Steve has a wildlife trap.
E
possessive
2
type4_possessive_02
his wildlife trap
Conjunction Premise
Either Steve isn't a conservation officer, or he sets up his wildlife trap to capture animals for research or relocation.
Steve has a wildlife trap.
E
possessive
2
type4_possessive_02
his wildlife trap
Disjunction Premise
If Steve is a conservation officer, he'll set up his wildlife trap to capture animals for research or relocation.
Steve has a wildlife trap.
E
possessive
2
type4_possessive_02
his wildlife trap
premise
Matt believes that his wetsuit is at home.
Matt has a wetsuit.
E
possessive
3
type4_possessive_03
his wetsuit
Attitude Premise
If Matt is a scuba diver and he brings his wetsuit, it's okay.
Matt has a wetsuit.
E
possessive
3
type4_possessive_03
his wetsuit
Conjunction Premise
Either Matt isn't a scuba diver, or he brings his wetsuit.
Matt has a wetsuit.
E
possessive
3
type4_possessive_03
his wetsuit
Disjunction Premise
If Matt is a scuba diver, he'll bring his wetsuit.
Matt has a wetsuit.
E
possessive
3
type4_possessive_03
his wetsuit
premise
Noah believes that his pastry bag is in the pantry.
Noah has a pastry bag.
E
possessive
4
type4_possessive_04
his pastry bag
Attitude Premise
If Noah is a pastry chef and he pipes frosting with his pastry bag, it's okay.
Noah has a pastry bag.
E
possessive
4
type4_possessive_04
his pastry bag
Conjunction Premise
Either Noah isn't a pastry chef, or he pipes frosting with his pastry bag.
Noah has a pastry bag.
E
possessive
4
type4_possessive_04
his pastry bag
Disjunction Premise
If Noah is a pastry chef, he'll pipe frosting with his pastry bag.
Noah has a pastry bag.
E
possessive
4
type4_possessive_04
his pastry bag
premise
Donald believes that his evidence bags are in the evidence room.
Donald has evidence bags.
E
possessive
5
type4_possessive_05
his evidence bags
Attitude Premise
If Donald is a crime scene investigator and he uses his evidence bags to collect and secure crucial evidence, it's okay.
Donald has evidence bags.
E
possessive
5
type4_possessive_05
his evidence bags
Conjunction Premise
Either Donald isn't a crime scene investigator, or he uses his evidence bags to collect and secure crucial evidence.
Donald has evidence bags.
E
possessive
5
type4_possessive_05
his evidence bags
Disjunction Premise
If Donald is a crime scene investigator, he'll use his evidence bags to collect and secure crucial evidence.
Donald has evidence bags.
E
possessive
5
type4_possessive_05
his evidence bags
premise
Edward believes that his pen is essential.
Edward has a pen.
E
possessive
6
type4_possessive_06
his pen
Attitude Premise
If Edward is a playwright and he brings his pen, it's okay.
Edward has a pen.
E
possessive
6
type4_possessive_06
his pen
Conjunction Premise
Either Edward isn't a playwright, or he brings his pen.
Edward has a pen.
E
possessive
6
type4_possessive_06
his pen
Disjunction Premise
If Edward is a playwright, he'll bring his pen.
Edward has a pen.
E
possessive
6
type4_possessive_06
his pen
premise
William believes that his notary seal is in his briefcase.
William has a notary seal.
E
possessive
7
type4_possessive_07
his notary seal
Attitude Premise
If William is a notary and he brings his notary seal, it's okay.
William has a notary seal.
E
possessive
7
type4_possessive_07
his notary seal
Conjunction Premise
Either William isn't a notary, or he brings his notary seal.
William has a notary seal.
E
possessive
7
type4_possessive_07
his notary seal
Disjunction Premise
If William is a notary, he'll bring his notary seal.
William has a notary seal.
E
possessive
7
type4_possessive_07
his notary seal
premise
Charles believes that his arborist tools are in the shed.
Charles has arborist tools.
E
possessive
8
type4_possessive_08
his arborist tools
Attitude Premise
If Charles is an urban forester and he prunes trees with his arborist tools, it's okay.
Charles has arborist tools.
E
possessive
8
type4_possessive_08
his arborist tools
Conjunction Premise
Either Charles isn't an urban forester, or he prunes trees with his arborist tools.
Charles has arborist tools.
E
possessive
8
type4_possessive_08
his arborist tools
Disjunction Premise
If Charles is an urban forester, he'll prune trees with his arborist tools.
Charles has arborist tools.
E
possessive
8
type4_possessive_08
his arborist tools
premise
Clyde believes that his field excavation tools are essential.
Clyde has field excavation tools.
E
possessive
9
type4_possessive_09
his field excavation tools
Attitude Premise
If Clyde is a paleontologist and he brings his field excavation tools with him, it's okay.
Clyde has field excavation tools.
E
possessive
9
type4_possessive_09
his field excavation tools
Conjunction Premise
Either Clyde isn't a paleontologist, or he brings his field excavation tools with him.
Clyde has field excavation tools.
E
possessive
9
type4_possessive_09
his field excavation tools
Disjunction Premise
If Clyde is a paleontologist, he'll bring his field excavation tools with him.
Clyde has field excavation tools.
E
possessive
9
type4_possessive_09
his field excavation tools
premise
Joseph believes that his climbing harness is essential.
Joseph has a climbing harness.
E
possessive
10
type4_possessive_10
his climbing harness
Attitude Premise
If Joseph is a mountain guide and he brings his climbing harness, it's okay.
Joseph has a climbing harness.
E
possessive
10
type4_possessive_10
his climbing harness
Conjunction Premise
Either Joseph isn't a mountain guide, or he brings his climbing harness.
Joseph has a climbing harness.
E
possessive
10
type4_possessive_10
his climbing harness
Disjunction Premise
If Joseph is a mountain guide, he'll bring his climbing harness.
Joseph has a climbing harness.
E
possessive
10
type4_possessive_10
his climbing harness
premise
Theodore believes that his skis are in the car.
Theodore has skis.
E
possessive
11
type4_possessive_11
his skis
Attitude Premise
If Theodore is a ski teacher and he brings his skis, it's okay.
Theodore has skis.
E
possessive
11
type4_possessive_11
his skis
Conjunction Premise
Either Theodore isn't a ski teacher, or he brings his skis.
Theodore has skis.
E
possessive
11
type4_possessive_11
his skis
Disjunction Premise
If Theodore is a ski teacher, he'll bring his skis.
Theodore has skis.
E
possessive
11
type4_possessive_11
his skis
premise
David believes that his scripts are essential.
David has scripts.
E
possessive
12
type4_possessive_12
his scripts
Attitude Premise
If David is an actor and he memorizes his scripts, it's okay.
David has scripts.
E
possessive
12
type4_possessive_12
his scripts
Conjunction Premise
Either David isn't an actor, or he memorizes his scripts.
David has scripts.
E
possessive
12
type4_possessive_12
his scripts
Disjunction Premise
If David is an actor, he'll memorize his scripts.
David has scripts.
E
possessive
12
type4_possessive_12
his scripts
premise
Andrew believes that his moisture meter is essential.
Andrew has a moisture meter.
E
possessive
13
type4_possessive_13
his moisture meter
Attitude Premise
If Andrew is a home inspector and he uses his moisture meter to detect water damage, it's okay.
Andrew has a moisture meter.
E
possessive
13
type4_possessive_13
his moisture meter
Conjunction Premise
Either Andrew isn't a home inspector, or he uses his moisture meter to detect water damage.
Andrew has a moisture meter.
E
possessive
13
type4_possessive_13
his moisture meter
Disjunction Premise
If Andrew is a home inspector, he'll use his moisture meter to detect water damage.
Andrew has a moisture meter.
E
possessive
13
type4_possessive_13
his moisture meter
premise
James believes that his first aid kit is in the gym.
James has a first aid kit.
E
possessive
14
type4_possessive_14
his first aid kit
Attitude Premise
If James is an athletic trainer and he brings his first aid kit, it's okay.
James has a first aid kit.
E
possessive
14
type4_possessive_14
his first aid kit
Conjunction Premise
Either James isn't an athletic trainer, or he brings his first aid kit.
James has a first aid kit.
E
possessive
14
type4_possessive_14
his first aid kit
Disjunction Premise
If James is an athletic trainer, he'll bring his first aid kit.
James has a first aid kit.
E
possessive
14
type4_possessive_14
his first aid kit
premise
John believes that his easel is in the studio.
John has an easel.
E
possessive
15
type4_possessive_15
his easel
Attitude Premise
If John is a painter and he sets up his easel to start painting, it's okay.
John has an easel.
E
possessive
15
type4_possessive_15
his easel
Conjunction Premise
Either John isn't a painter, or he sets up his easel to start painting.
John has an easel.
E
possessive
15
type4_possessive_15
his easel
Disjunction Premise
If John is a painter, he'll set up his easel to start painting.
John has an easel.
E
possessive
15
type4_possessive_15
his easel
premise
Brian believes that his diving mask is essential.
Brian has a diving mask.
E
possessive
16
type4_possessive_16
his diving mask
Attitude Premise
If Brian is a marine biologist and he wears his diving mask, it's okay.
Brian has a diving mask.
E
possessive
16
type4_possessive_16
his diving mask
Conjunction Premise
Either Brian isn't a marine biologist, or he wears his diving mask.
Brian has a diving mask.
E
possessive
16
type4_possessive_16
his diving mask
Disjunction Premise
If Brian is a marine biologist, he'll wear his diving mask.
Brian has a diving mask.
E
possessive
16
type4_possessive_16
his diving mask
premise
Richard believes that his EEG machine is essential.
Richard has an EEG machine.
E
possessive
17
type4_possessive_17
his EEG machine
Attitude Premise
If Richard is a neurologist and he uses his EEG machine to monitor brain activity, it's okay.
Richard has an EEG machine.
E
possessive
17
type4_possessive_17
his EEG machine
Conjunction Premise
Either Richard isn't a neurologist, or he uses his EEG machine to monitor brain activity.
Richard has an EEG machine.
E
possessive
17
type4_possessive_17
his EEG machine
Disjunction Premise
If Richard is a neurologist, he'll use his EEG machine to monitor brain activity.
Richard has an EEG machine.
E
possessive
17
type4_possessive_17
his EEG machine
premise
Kevin believes that his dye is in the studio.
Kevin has fabrics.
E
possessive
18
type4_possessive_18
his fabrics
Attitude Premise
If Kevin is a textile artist and he dyes his fabrics, it's okay.
Kevin has fabrics.
E
possessive
18
type4_possessive_18
his fabrics
Conjunction Premise
Either Kevin isn't a textile artist, or he dyes his fabrics.
Kevin has fabrics.
E
possessive
18
type4_possessive_18
his fabrics
Disjunction Premise
If Kevin is a textile artist, he'll dye his fabrics.
Kevin has fabrics.
E
possessive
18
type4_possessive_18
his fabrics
premise
Steven believes that his chalks are in the classroom.
Steven has chalks.
E
possessive
19
type4_possessive_19
his chalks
Attitude Premise
If Steven is a teacher and he brings his chalks, it's okay.
Steven has chalks.
E
possessive
19
type4_possessive_19
his chalks
Conjunction Premise
Either Steven isn't a teacher, or he brings his chalks.
Steven has chalks.
E
possessive
19
type4_possessive_19
his chalks
Disjunction Premise
If Steven is a teacher, he'll bring his chalks.
Steven has chalks.
E
possessive
19
type4_possessive_19
his chalks
premise
Daniel believes that his blue pen is in his pocket.
Daniel has a blue pen.
E
possessive
20
type4_possessive_20
his blue pen
Attitude Premise
If Daniel is a writer and he has his blue pen with him all the time, it's okay.
Daniel has a blue pen.
E
possessive
20
type4_possessive_20
his blue pen
Conjunction Premise
Either Daniel isn't a writer, or he has his blue pen with him all the time.
Daniel has a blue pen.
E
possessive
20
type4_possessive_20
his blue pen
Disjunction Premise
If Daniel is a writer, he'll have his blue pen with him all the time.
Daniel has a blue pen.
E
possessive
20
type4_possessive_20
his blue pen
premise
Timothy believes that his tripod is in the studio.
Timothy has a tripod.
E
possessive
21
type4_possessive_21
his tripod
Attitude Premise
If Timothy is a photographer and he sets up his tripod for capturing photos, it's okay.
Timothy has a tripod.
E
possessive
21
type4_possessive_21
his tripod
Conjunction Premise
Either Timothy isn't a photographer, or he sets up his tripod for capturing photos.
Timothy has a tripod.
E
possessive
21
type4_possessive_21
his tripod
Disjunction Premise
If Timothy is a photographer, he'll set up his tripod for capturing photos.
Timothy has a tripod.
E
possessive
21
type4_possessive_21
his tripod
premise
Paul believes that his beading tools are essential.
Paul has beading tools.
E
possessive
22
type4_possessive_22
his beading tools
Attitude Premise
If Paul is a jewelry designer and he brings his beading tools, it's okay.
Paul has beading tools.
E
possessive
22
type4_possessive_22
his beading tools
Conjunction Premise
Either Paul isn't a jewelry designer, or he brings his beading tools.
Paul has beading tools.
E
possessive
22
type4_possessive_22
his beading tools
Disjunction Premise
If Paul is a jewelry designer, he'll bring his beading tools.
Paul has beading tools.
E
possessive
22
type4_possessive_22
his beading tools
premise
Kenneth believes that his factory uniform is in the locker room.
Kenneth has a factory uniform.
E
possessive
23
type4_possessive_23
his factory uniform
Attitude Premise
If Kenneth is a factory worker and he wears his factory uniform, it's okay.
Kenneth has a factory uniform.
E
possessive
23
type4_possessive_23
his factory uniform
Conjunction Premise
Either Kenneth isn't a factory worker, or he wears his factory uniform.
Kenneth has a factory uniform.
E
possessive
23
type4_possessive_23
his factory uniform
Disjunction Premise
If Kenneth is a factory worker, he'll wear his factory uniform.
Kenneth has a factory uniform.
E
possessive
23
type4_possessive_23
his factory uniform
premise
Gregory believes that his wireframing application is on your laptop.
Gregory has a wireframing application.
E
possessive
24
type4_possessive_24
his wireframing application
Attitude Premise
If Gregory is a UX designer and he installs his wireframing application on your laptop, it's okay.
Gregory has a wireframing application.
E
possessive
24
type4_possessive_24
his wireframing application
Conjunction Premise
Either Gregory isn't a UX designer, or he installs his wireframing application on your laptop.
Gregory has a wireframing application.
E
possessive
24
type4_possessive_24
his wireframing application
Disjunction Premise
If Gregory is a UX designer, he'll install his wireframing application on your laptop.
Gregory has a wireframing application.
E
possessive
24
type4_possessive_24
his wireframing application
premise
End of preview. Expand in Data Studio

Proviso-NLI Dataset

A Natural Language Inference (NLI) dataset with examples constructed using different trigger types.

Dataset Summary

This dataset contains Natural Language Inference examples across three subsets (2, 3, and 4) with three different trigger types:

  • Type 4: Possessive triggers
  • Type 5a: Again triggers
  • Type 5p: Possessive triggers

The dataset is designed for evaluating NLI models.

Dataset Structure

Data Fields

  • premise (string): The premise sentence
  • hypothesis (string): The hypothesis sentence
  • gold_label (string): Gold standard label (E, C, or N for Entailment, Contradiction, Neutral)
  • trigger (string): The type of trigger used (e.g., "possessive", "again")
  • SetID (int): Set identifier
  • UID (string): Unique identifier
  • trigger_words (string): The specific trigger words in the example
  • premise_type (string): The type of premise (e.g., "Attitude Premise", "Conjunction Premise")

Splits

The dataset is organized into 9 subsets:

Subset Type Description
subset2_type4 Possessive Subset 2 - Possessive triggers
subset2_type5a Again Subset 2 - Again triggers
subset2_type5p Possessive Subset 2 - Possessive triggers
subset3_type4 Possessive Subset 3 - Possessive triggers
subset3_type5a Again Subset 3 - Again triggers
subset3_type5p Possessive Subset 3 - Possessive triggers
subset4_type4 Possessive Subset 4 - Possessive triggers
subset4_type5a Again Subset 4 - Again triggers
subset4_type5p Possessive Subset 4 - Possessive triggers

Loading the Dataset

from datasets import load_dataset

# Load a specific subset
dataset = load_dataset("ConditionalNLI/PROVISER", name="subset2_type4")

# Load all subsets
datasets = load_dataset("ConditionalNLI/PROVISER")
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