task string | index int64 | true_label string | pred_label string | correct int64 | raw_response string |
|---|---|---|---|---|---|
Deception Detection (deceptive_reviews) | 0 | truthful | truthful | 1 | To analyze the review step by step:
1. **Specific Personal Experiences**: The reviewer mentions specific experiences such as the room rate including breakfast and the need for a hand shower. This aligns with the pattern indicating that detailed personal experiences are more likely to be truthful.
2. **Positive Staff ... |
Deception Detection (deceptive_reviews) | 1 | deceptive | deceptive | 1 | To analyze the review step by step:
1. The review mentions specific experiences, such as being greeted by staff and receiving a tour of the hotel. This aligns with the threshold effect, suggesting truthfulness.
2. The review combines positive comments about the staff with descriptions of the hotel being classy, modern... |
Deception Detection (deceptive_reviews) | 2 | deceptive | deceptive | 1 | To analyze the review step by step:
1. **Specific Personal Experiences**: The review mentions the lobby, check-in process, room decor, and restroom tub. However, it lacks specific personal experiences that would indicate a truthful review, such as details about the stay or any issues encountered.
2. **Positive Staff ... |
Deception Detection (deceptive_reviews) | 3 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific experiences such as the rude front desk clerk, the scent of dog urine in the room, and issues with the wireless internet. Thi... |
Deception Detection (deceptive_reviews) | 4 | truthful | deceptive | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific details such as the price ($91), the view of the city and lake, and the comfort of the bed. This aligns with the threshold effect, ... |
Deception Detection (deceptive_reviews) | 5 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. The review states that the hotel is "very luxurious and worth the money," which is a positive statement but lacks specific details about personal experiences or amenities.
2. It mentions that the staff was "great and friendly," which is a positive... |
Deception Detection (deceptive_reviews) | 6 | deceptive | truthful | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Negative Sensory Details**: The reviewer mentions thin walls and noise from neighbors, which is a negative sensory detail. This aligns with the Presence effect, suggesting truthfulness.
2. **Concrete Operational Details**: The review includes s... |
Deception Detection (deceptive_reviews) | 7 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific issues such as the reservation confusion, the state of the room, and the noisy air conditioner. This aligns with the... |
Deception Detection (deceptive_reviews) | 8 | truthful | deceptive | 0 | To analyze the review step by step:
1. **Specific Personal Experiences**: The reviewer mentions specific experiences related to their stay, such as the shampoo situation and the location of the hotel. This aligns with the threshold effect indicating truthfulness.
2. **Staff Interaction**: The reviewer describes an in... |
Deception Detection (deceptive_reviews) | 9 | deceptive | truthful | 0 | To determine whether the review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Negative Sensory Details**: The review mentions that the covers smelled like smoke, which is a negative sensory detail. This aligns with the presence effect, suggesting truthfulness.
2. **Specif... |
Deception Detection (deceptive_reviews) | 10 | truthful | deceptive | 0 | To analyze the review step by step:
1. **Specific Personal Experiences**: The review mentions the location, the cleanliness of the room, and the friendliness of the staff. However, it lacks specific personal experiences that would indicate a truthful review, such as detailed incidents or interactions.
2. **Positive S... |
Deception Detection (deceptive_reviews) | 11 | truthful | truthful | 1 | To analyze the review step by step:
1. **Specific Details**: The reviewer mentions specific issues regarding billing and booking discrepancies, which indicates a personal experience during their stay. This aligns with the threshold effect, suggesting truthfulness.
2. **Negative Sensory Details**: While the review doe... |
Deception Detection (deceptive_reviews) | 12 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions being in town for an interview and feeling nervous, which adds a personal touch. They also describe the hotel restaurant experience and ho... |
Deception Detection (deceptive_reviews) | 13 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific details about their stay, such as the view from the room, the condition of the beds and bathroom, and the interactions with staff... |
Deception Detection (deceptive_reviews) | 14 | deceptive | truthful | 0 | To analyze the review step by step:
1. **Specific Details**: The reviewer mentions specific experiences such as losing a reservation, the view of the adjacent building, noisy neighbors, rude staff, and the state of bathroom towels. This aligns with the pattern indicating that specific personal experiences are more lik... |
Deception Detection (deceptive_reviews) | 15 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review lacks specific details about personal experiences during the stay, such as room features or specific incidents. It is more general in nature.
2. **Positive Staff Comments with Specific Descri... |
Deception Detection (deceptive_reviews) | 16 | truthful | deceptive | 0 | To analyze the review step by step:
1. The review expresses a strong positive sentiment about the hotel, using phrases like "absolutely loved" and "cozy and classy." This indicates a positive experience.
2. The reviewer contrasts the Knickerbocker with Holiday Inns, suggesting a comparison that could indicate a decept... |
Deception Detection (deceptive_reviews) | 17 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review lacks specific details about personal experiences during the stay, such as specific incidents or descriptions of amenities. It mentions that the suite was "extremely clean" and had "all the am... |
Deception Detection (deceptive_reviews) | 18 | deceptive | deceptive | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific issues such as grey linens, a non-working remote, a loud air conditioner, and infrequent housekeeping. This aligns w... |
Deception Detection (deceptive_reviews) | 19 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review includes specific details about the room (deluxe king, minibar items, bathroom products) and the services (Concierge finding restaurants, check-in/ou... |
Deception Detection (deceptive_reviews) | 20 | truthful | truthful | 1 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific issues with the room, such as used towels, opened mouthwash, and broken slippers. This aligns with the threshold effect, suggesting truthfulness.
2. **Negative Sens... |
Deception Detection (deceptive_reviews) | 21 | truthful | deceptive | 0 | The review provides specific details about the reservation process, including the method of booking, the lack of written confirmation, and the cancellation policy. It also mentions the experience of trying to cancel the reservation and the hotel's inflexible policy, which is a concrete operational detail. The reviewer ... |
Deception Detection (deceptive_reviews) | 22 | truthful | deceptive | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Expectation vs. Reality**: The reviewer mentions that they were not impressed overall, which indicates a negative sentiment. However, they also mention specific highlights (the concierge, view, and restaurant), which could suggest some truthfuln... |
Deception Detection (deceptive_reviews) | 23 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Details**: The review mentions specific details about the booking price ($75 on Hotwire), the valet cost ($51/night), the room size (huge with 2 beds, felt like 400 square feet), a... |
Deception Detection (deceptive_reviews) | 24 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific details about their experience, such as the check-in time, the condition of the carpets, and the cleanliness of the bathroom. This aligns ... |
Deception Detection (deceptive_reviews) | 25 | deceptive | truthful | 0 | To analyze the review step by step:
1. **Specific Personal Experiences**: The reviewer mentions a specific incident (a "huge turd in the toilet") and details about the noise from a convention, which suggests a personal experience during their stay. This aligns with the threshold effect indicating truthfulness.
2. **N... |
Deception Detection (deceptive_reviews) | 26 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific issues such as dust behind the nightstand, poor water pressure, and a missing DVD set. This aligns with the pattern in... |
Deception Detection (deceptive_reviews) | 27 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific experiences such as the comfort of the bed, the cleanliness of the room, and the water pressure in the bathroom. This ... |
Deception Detection (deceptive_reviews) | 28 | truthful | deceptive | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer provides specific details about the location, room size, and service experiences, which suggests truthfulness.
2. **Positive Staff Co... |
Deception Detection (deceptive_reviews) | 29 | deceptive | deceptive | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific experiences such as the beautiful atrium, the cleanliness of the room, and the stunning riverfront views. This aligns with the ... |
Deception Detection (deceptive_reviews) | 30 | deceptive | deceptive | 1 | To analyze the review step by step:
1. **Specific Personal Experiences**: The reviewer mentions specific details about the room, such as the king size bed, white sheets, modern decor, and bathroom fixtures. This aligns with the pattern indicating that detailed personal experiences are more likely to be truthful.
2. *... |
Deception Detection (deceptive_reviews) | 31 | truthful | truthful | 1 | To analyze the review step by step:
1. **Specific Details**: The review mentions specific locations (Miracle Mile, Pizza House Uno, Rush Street, The Water Tower) and personal experiences (walking everywhere, room size, comfort of the bed). This aligns with the threshold effect indicating truthfulness.
2. **Positive S... |
Deception Detection (deceptive_reviews) | 32 | deceptive | deceptive | 1 | To analyze the review step by step:
1. **Specific Personal Experiences**: The review mentions the experience of staying with a child, which adds a personal touch. However, it lacks specific details about the stay, such as any challenges faced or specific incidents.
2. **Positive Staff Comments and Hotel Amenities**: ... |
Deception Detection (deceptive_reviews) | 33 | truthful | deceptive | 0 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Details**: The reviewer mentions specific issues such as arguing about the price at the registration desk and problems with the plumbing (the tub not draining). This aligns with the threshold effect, suggesting truthfulness.
2... |
Deception Detection (deceptive_reviews) | 34 | truthful | truthful | 1 | To analyze the review step by step:
1. **Specific Personal Experiences**: The reviewer mentions specific details about the room, such as the luxurious bedding, the large bathroom, and the view from the 6th floor. This aligns with the pattern indicating that detailed personal experiences are more likely to be truthful.... |
Deception Detection (deceptive_reviews) | 35 | truthful | deceptive | 0 | To analyze the review step by step:
1. **Specific Personal Experiences**: The review mentions a "friends reunion," which provides some context but lacks specific personal experiences during the stay (e.g., elevator wait times, incidents). This does not strongly indicate truthfulness.
2. **Positive Staff Comments and ... |
Deception Detection (deceptive_reviews) | 36 | deceptive | deceptive | 1 | To analyze the review step by step:
1. **Presence of Family Context**: The review mentions "my family and I," which aligns with the pattern that reviews mentioning family travel tend to be truthful.
2. **Specific Location Mention**: The review states that the hotel was in a "perfect location" for their activities, wh... |
Deception Detection (deceptive_reviews) | 37 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific issues such as inconsistent hot water, noise from nearby bars, and problems with Wi-Fi. These details suggest a personal experience... |
Deception Detection (deceptive_reviews) | 38 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. The review expresses a very positive sentiment ("Great hotel!!", "staff is very friendly and helpful", "room was in perfect shape, very clean and just a beautiful setup"). However, it lacks specific details about personal experiences during the st... |
Deception Detection (deceptive_reviews) | 39 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions that the reviewer stayed for a week and visited family, but it lacks specific details about their experiences during the stay (e.g., room features, incidents). This weakens the truthf... |
Deception Detection (deceptive_reviews) | 40 | deceptive | deceptive | 1 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions their stay at the Hotel Monaco for one night, but lacks specific details about their experience (e.g., room features, staff interactions). This does not strongly indicate truthfulne... |
Deception Detection (deceptive_reviews) | 41 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. The review is overwhelmingly positive, describing the hotel as "fantastic," "upscale," and "luxurious." However, it lacks any mention of potential drawbacks or minor issues, which aligns with the non-linear effect indicating that extremely positiv... |
Deception Detection (deceptive_reviews) | 42 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. The review describes the stay as "fantastic" and mentions that the hotel was "clean" and "modern." However, it lacks specific personal experiences or detailed descriptions of the stay, such as room features or any particular incidents.
2. The rev... |
Deception Detection (deceptive_reviews) | 43 | truthful | deceptive | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Details**: The review mentions specific details about the hotel, such as the lack of free WiFi, breakfast costs, and fitness center fees. This aligns with the pattern that specific... |
Deception Detection (deceptive_reviews) | 44 | deceptive | truthful | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific details about the breakfast buffet (cold scrambled eggs and greasy pastries) and the condition of the linens (seemed dirty). This aligns with the threshold effect, suggesting truthf... |
Deception Detection (deceptive_reviews) | 45 | truthful | truthful | 1 | The review provides specific details about the negative experiences during the stay, including the loud parties, the lack of running water, and the impact on the reviewer’s young child. It mentions concrete operational details (security response, maintenance issues) and includes sensory details (loud music, cursing) th... |
Deception Detection (deceptive_reviews) | 46 | truthful | truthful | 1 | The review provides specific details about the experience, including the situation with the room and the recovery of belongings, which aligns with the pattern indicating that detailed personal experiences are more likely to be truthful. The reviewer describes interactions with the front desk and security, which adds to... |
Deception Detection (deceptive_reviews) | 47 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions a "large, roomy, clean 2 bed room" and "large bathroom," which provides specific details about the room. This aligns with the threshold effe... |
Deception Detection (deceptive_reviews) | 48 | truthful | deceptive | 0 | To analyze the review step by step:
1. **Booking Details**: The reviewer mentions booking through Priceline and the price paid ($85), which aligns with the interaction effect that truthful reviews often include booking details alongside experiential details.
2. **Experiential Details**: The reviewer provides specific... |
Deception Detection (deceptive_reviews) | 49 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific details about their stay, such as the rude demeanor of the staff, the long check-in time, the small room size, and the leaky ... |
Deception Detection (deceptive_reviews) | 50 | truthful | truthful | 1 | The review contains several specific details about the stay, including the view from the room, the condition of the bathroom, the state of the sheets, and the experience with the staff. These details suggest a personal experience that aligns with the patterns indicating truthfulness. Additionally, the reviewer compares... |
Deception Detection (deceptive_reviews) | 51 | truthful | deceptive | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Negative Comparison**: The reviewer states, "Not worth the price" and compares the hotel unfavorably to the "Las Vegas Hard Rock." This aligns with the comparative effect, suggesting deception.
2. **Specific Details**: The reviewer mentions spe... |
Deception Detection (deceptive_reviews) | 52 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific issues such as being out of room keys, a burnt-out light bulb, an unmade bed, and a long wait for maintenance. This ... |
Deception Detection (deceptive_reviews) | 53 | truthful | deceptive | 0 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions the location and some amenities (breakfast, happy hour), but lacks specific personal experiences during the stay (e.g., room details, service incidents). This weakens the tru... |
Deception Detection (deceptive_reviews) | 54 | truthful | deceptive | 0 | The review mentions specific details about the hotel, including the condition of the carpets, the number of soap bars, and the quality of towels and linens, which aligns with the presence effect indicating truthfulness. It also provides a comparative assessment of the hotel’s value relative to its price, which suggests... |
Deception Detection (deceptive_reviews) | 55 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions the types of rooms available and the billing experience, but lacks specific personal experiences during the stay (e.g., room conditions, service interactions). This weakens the truthf... |
Deception Detection (deceptive_reviews) | 56 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific details about the stay, such as attending a theater show and being upgraded to a King bed suite. This aligns with the threshold... |
Deception Detection (deceptive_reviews) | 57 | truthful | deceptive | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions a stay of 5 days and the ongoing renovation, which provides some detail about the experience. However, it lacks specific personal experiences related to the stay (e.g., interactions with staff... |
Deception Detection (deceptive_reviews) | 58 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions staying in a one-bedroom apartment for two weeks and visiting their daughter, which adds a personal touch. This aligns with the thresh... |
Deception Detection (deceptive_reviews) | 59 | truthful | truthful | 1 | The review provides specific details about the negative experiences during the stay, such as the quality of the mattress, noise from the street, smoke odor from neighbors, and various issues with the room's furnishings and amenities. It also includes concrete operational details about the problems faced, such as weak w... |
Deception Detection (deceptive_reviews) | 60 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific experiences such as long lines at check-in, issues with the self-check-in process, being placed in a smoking room, and... |
Deception Detection (deceptive_reviews) | 61 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific issues with the room, such as the broken toilet, overflowing issues, and the small size of the room. This aligns wit... |
Deception Detection (deceptive_reviews) | 62 | deceptive | deceptive | 1 | To analyze the review step by step:
1. The review starts with an extremely positive statement ("O.M.G best hotel ever!") which could indicate a potential for deception, as it lacks any mention of drawbacks or minor issues.
2. The reviewer mentions having stayed at various hotels in the area and describes poor service ... |
Deception Detection (deceptive_reviews) | 63 | truthful | truthful | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Details**: The review mentions specific details about the price ($122 + tax), the recent renovation, the design style (Scandinavian), and the parking cost ($49). These details suggest a level of authenticity.
2. **Staff Comments and Am... |
Deception Detection (deceptive_reviews) | 64 | deceptive | deceptive | 1 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions the service, the elaborate lobby, and the treatment of the dog, but lacks specific details about the stay itself (e.g., room features, specific incidents).
2. **Positive S... |
Deception Detection (deceptive_reviews) | 65 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions a specific situation regarding the bed situation and the confusion at the front desk, which indicates a personal experience dur... |
Deception Detection (deceptive_reviews) | 66 | deceptive | truthful | 0 | Let's analyze the review step by step based on the learned patterns:
1. The review mentions specific details about the room received, cleanliness issues, and noise from neighbors. This aligns with the presence of negative sensory details (pattern 4), which tend to indicate truthfulness.
2. The reviewer discusses speci... |
Deception Detection (deceptive_reviews) | 67 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions a specific issue with their reservation and the room size, which indicates a personal experience during their stay. This aligns with the threshold effect, suggesting truthfulness.
2. **Nega... |
Deception Detection (deceptive_reviews) | 68 | truthful | truthful | 1 | This review contains several elements that suggest it is truthful.
1. **Specific Details**: The reviewer mentions specific experiences such as being overcharged, the delay in receiving champagne, and the lack of service at the bar. These detailed personal experiences are indicative of a truthful review.
2. **Negativ... |
Deception Detection (deceptive_reviews) | 69 | deceptive | truthful | 0 | To determine whether the review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific experiences such as the indoor pool, sauna, and gym facilities. This aligns with the threshold effect, suggesting truthfulness.
2. **Positive Sta... |
Deception Detection (deceptive_reviews) | 70 | truthful | truthful | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Negative Experience**: The reviewer mentions feeling unwelcome due to a cold receptionist and describes a noisy room with thin walls. This aligns with the presence effect, which suggests that negative sensory details tend to indicate truthfulnes... |
Deception Detection (deceptive_reviews) | 71 | truthful | truthful | 1 | To analyze the review step by step:
1. The review expresses a negative sentiment about the hotel, stating it is "totally overrated" and mentions "disappointing" customer service.
2. It provides specific details about the service issues, such as doormen not opening the door and housekeeping not meeting preferences desp... |
Deception Detection (deceptive_reviews) | 72 | truthful | truthful | 1 | To analyze the review step by step:
1. **Presence of Specific Details**: The reviewer mentions specific experiences, such as the size of the rooms, the need to upgrade for their child's pack and play, and the condition of the wallpaper and shower. This aligns with the pattern indicating that detailed personal experien... |
Deception Detection (deceptive_reviews) | 73 | truthful | truthful | 1 | The review provides specific details about the check-in process, including the confusion at the bell station and the need to print the confirmation letter. It also mentions the size and condition of the room, as well as the noise from the neighboring room, which are concrete operational details. The reviewer expresses ... |
Deception Detection (deceptive_reviews) | 74 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific experiences such as the long check-in time, issues with room assignments, and problems with restaurant reservations. This align... |
Deception Detection (deceptive_reviews) | 75 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Negative Experience**: The reviewer expresses a strong negative sentiment about their stay, stating they "will never do it again" and describes the experience as a "disaster." This aligns w... |
Deception Detection (deceptive_reviews) | 76 | deceptive | truthful | 0 | To analyze the review step by step:
1. **Personal Experience**: The reviewer shares a personal story about being annoyed at first but then enjoying the hotel. This adds a personal touch, which can indicate truthfulness.
2. **Specific Details**: The review mentions specific experiences such as the decor, staff, massag... |
Deception Detection (deceptive_reviews) | 77 | deceptive | truthful | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific details about their experience, such as the check-in process, the room type they requested, and the issues with the internet jack. This aligns with the threshold effect, suggesting ... |
Deception Detection (deceptive_reviews) | 78 | deceptive | truthful | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific issues related to their dietary needs and the room's outlet situation. This aligns with the threshold effect, suggesting truthfulness.
2. **Negative Sensory Details**: The review d... |
Deception Detection (deceptive_reviews) | 79 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. The review mentions specific details about the room, such as "aging or dated," "old wallpaper," "dingy tub," and "crummy showerhead." This aligns with the presence effect, which suggests that mentioning n... |
Deception Detection (deceptive_reviews) | 80 | truthful | truthful | 1 | The review mentions specific negative experiences, such as poorly trained room service staff, noise from the supply closet, and issues with the minibar checks. It also discusses the presence of construction, which is a concrete operational detail that adds to the credibility of the review. The reviewer expresses strong... |
Deception Detection (deceptive_reviews) | 81 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific experiences such as the friendly doorman, the young man at the reservation desk, and the young woman serving complimen... |
Deception Detection (deceptive_reviews) | 82 | truthful | truthful | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific issues such as construction noise starting at 5:30 am, dumpster activity, and rats near the restaurant. This aligns with the pattern indicating that detailed personal experie... |
Deception Detection (deceptive_reviews) | 83 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The reviewer mentions specific experiences such as the room upgrade, the size of the rooms, and the cleanliness by housekeeping. This aligns with the threshold ... |
Deception Detection (deceptive_reviews) | 84 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific details about the room (16th floor, double bed, room size, equipment quality, etc.), which aligns with the threshold effect indicating truth... |
Deception Detection (deceptive_reviews) | 85 | truthful | deceptive | 0 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions that the hotel is "well located" and "well staffed," but it lacks specific personal experiences during the stay, such as details about the room or any incidents.
2. **Positive Staff ... |
Deception Detection (deceptive_reviews) | 86 | truthful | deceptive | 0 | To analyze the review step by step:
1. The review mentions being impressed with the quality of everything, which is a positive sentiment but lacks specific details about personal experiences during the stay.
2. It mentions the location and specific nearby attractions (Gibson's steakhouse and the Hancock building), whi... |
Deception Detection (deceptive_reviews) | 87 | deceptive | deceptive | 1 | To analyze the review, let's break it down according to the learned patterns:
1. **Specific Personal Experiences**: The review mentions staying with family, which aligns with the presence effect indicating truthfulness. However, it lacks specific details about the stay (e.g., room features, specific incidents).
2. **... |
Deception Detection (deceptive_reviews) | 88 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific details about the stay, such as the construction work, the suite on the 25th floor, and the bathroom lighting. This al... |
Deception Detection (deceptive_reviews) | 89 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions specific details about the stay, such as the size of the lobby, the comfort of the king bed, and the bathroom features. This aligns with the threshol... |
Deception Detection (deceptive_reviews) | 90 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Personal Experiences**: The reviewer mentions specific details about their experience, such as being told the hotel was oversold, having to take a double room instead of a king, an... |
Deception Detection (deceptive_reviews) | 91 | deceptive | truthful | 0 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific experiences such as the rude desk receptionist, the unclean room, and the valet's mistake. This aligns with the thresh... |
Deception Detection (deceptive_reviews) | 92 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Personal Experiences**: The review mentions a "short get-away weekend" but lacks specific details about the stay, such as room features or experiences during the stay. This does not strongly indicate truthfulness.
2. **Positive Staff C... |
Deception Detection (deceptive_reviews) | 93 | truthful | truthful | 1 | To analyze the review step by step:
1. The reviewer mentions specific details about their experience, such as the lack of a greeting from the doorman and the overall customer service, which indicates a personal experience during their stay. This aligns with the threshold effect, suggesting truthfulness.
2. The review... |
Deception Detection (deceptive_reviews) | 94 | truthful | truthful | 1 | To analyze the review step by step:
1. **Specific Details**: The reviewer mentions specific experiences such as the check-in process, issues with the rollaway bed, the condition of the room (grungy, shabby furniture, suspicious stain), and problems with the iron. These details suggest a personal experience, which alig... |
Deception Detection (deceptive_reviews) | 95 | truthful | truthful | 1 | To determine whether the hotel review is truthful or deceptive, let's analyze it step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions specific experiences such as the outstanding rate from the hotel's website, the location near Michigan Avenue, and the parking ... |
Deception Detection (deceptive_reviews) | 96 | deceptive | truthful | 0 | The review contains specific negative sensory details about the room's smell and cleanliness, which aligns with the presence effect indicating truthfulness. The reviewer describes their disappointment with the room and the pool, providing concrete operational details about the issues faced, such as the odor and the con... |
Deception Detection (deceptive_reviews) | 97 | deceptive | truthful | 0 | The review mentions specific negative sensory details, such as a "horrid odor" and "the beds felt like we were sleeping on rocks," which aligns with the presence effect indicating truthfulness. Additionally, it includes concrete operational details about the check-in experience and the state of the rooms, which support... |
Deception Detection (deceptive_reviews) | 98 | truthful | truthful | 1 | To determine whether the review is truthful or deceptive, let's analyze it based on the learned patterns:
1. The review mentions a specific hotel (Ambassador East) and describes it as a boutique hotel with historical significance, which adds a personal touch.
2. The reviewer shares their experience of staying for two ... |
Deception Detection (deceptive_reviews) | 99 | deceptive | deceptive | 1 | Let's analyze the review step by step based on the learned patterns:
1. **Specific Detailed Personal Experiences**: The review mentions a "great location" and "spacious and clean" room, but lacks specific personal experiences or details about the stay (e.g., elevator wait times, incidents). This does not strongly indi... |
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hypobench-few_shot-gpt41mini-full-20260413_143908-predictions
Benchmark: hypobench Generated: 2026-04-13T14:45:57.605810
Per-test-row predictions from practical utility evaluation. Parent dataset: hypobench-few_shot-gpt41mini-full-20260413_143908
Columns
- task: task name
- index: test row index
- true_label: ground-truth label
- pred_label: model prediction
- correct: 1 if prediction matches ground truth, 0 otherwise
- raw_response: full LLM response
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