| ## Bonafide.ai *Hospitality* Dataset | |
| Welcome to the Bonafide.ai Hospitality Dataset! This dataset is part of the | |
| [Bonafide.ai](https://Bonafide.ai) *Interrogator* project, which evaluates a | |
| select group of public-facing LLM models, derivative travel apps, and LLM | |
| agents on their ability to accurately answer simple ternary questions about | |
| commonly available products and services. This data set focuses on travel | |
| hospitality (hotels, motels, lodgings, etc.) | |
| ## Project Overview | |
| The *Interrogator* project aims to provide model and application developers, | |
| users, and commercial enterprises with insights into how products and | |
| services are represented int the generative AI ecosystem. The intent of | |
| providing this data set here is to allow model and app developers to have | |
| an easy to use evaluation data set for understanding the accuracy of there | |
| model development efforts. [Bonafide.ai](https://Bonafide.ai) is providing | |
| this vendor-validated data, so that consumers receive accurate and reliable | |
| information about the goods and services they are inquiring about. | |
| ## Dataset Description | |
| This dataset contains evaluation data collected directly from | |
| service providers or, in some cases, from industry-standard sources. Our | |
| goal is to make this data as accurate as possible through rigorous field | |
| collection methods. However, occasional inaccuracies may occur. | |
| The dataset consists of the following columns: | |
| - `bonafide_id`: A unique identifier for the property. | |
| - `property_name`: The name of the property. | |
| - `address`: The address of the property. | |
| - `city`: The city where the property is located. | |
| - `state`: The state where the property is located. | |
| - `country`: The country where the property is located. | |
| - `feature_name`: The name of the feature or service offered by the property. | |
| - `feature_type`: The category or type of the feature. | |
| - `prompt`: LLM prompt regarding the presence of the feature. | |
| - `expected_answer`: The expected answer (Yes/No) to the prompt. | |
| ### Example Rows | |
| | bonafide_id | property_name | address | city | state | country | feature_name | feature_type | prompt | expected_answer | | |
| | ------------------------- | ----------------------------------- | -------------------- | -------- | ----- | ------- | --------------------------------------- | ---------------------------- | -------------------------------------------------------------------------------------- | --------------- | | |
| | HO-00005-US-AZ-D0E19AFB-8 | residence inn phoenix west avondale | 11410 west hotel way | Avondale | AZ | US | Parking facilities | Transportation Services | Does residence inn phoenix west avondale have Parking facilities? | Yes | | |
| | HO-00005-US-AZ-D0E19AFB-8 | residence inn phoenix west avondale | 11410 west hotel way | Avondale | AZ | US | High-speed internet in common areas | Business Services | Does residence inn phoenix west avondale have High-speed internet in common areas? | Yes | | |
| | HO-00005-US-AZ-D0E19AFB-8 | residence inn phoenix west avondale | 11410 west hotel way | Avondale | AZ | US | Meeting rooms and conference facilities | Meeting and Event Spaces | Does residence inn phoenix west avondale have Meeting rooms and conference facilities? | Yes | | |
| | HO-00005-US-AZ-D0E19AFB-8 | residence inn phoenix west avondale | 11410 west hotel way | Avondale | AZ | US | Laundry and dry-cleaning services | Additional Services | Does residence inn phoenix west avondale have Laundry and dry-cleaning services? | Yes | | |
| | HO-00005-US-AZ-D0E19AFB-8 | residence inn phoenix west avondale | 11410 west hotel way | Avondale | AZ | US | 24-hour front desk | Reception and Guest Services | Does residence inn phoenix west avondale have a 24-hour front desk? | Yes | | |
| ### Usage | |
| This dataset can be used for various tasks such as: | |
| - Evaluating LLMs, derivative applications, and agents for providing accurate information about travel hospitality locations. | |
| - Training machine learning models to recognize and verify property features/amenities. | |
| - Natural language processing (NLP) tasks related to question-answering systems. | |
| - Creating, improving, or validating a service provider's property management system(s). | |
| ## Purpose | |
| The primary objective of the Bonafide.ai Hospitality Dataset is to ensure | |
| that all components of the generative AI ecosystem provide accurate | |
| information. This helps build consumer confidence in the information provided through generative AI technologies. | |
| For more information, please visit Bonafide.ai. | |
| ## License | |
| This dataset is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). | |
| ## Citation | |
| [Bonafide.ai](https://bonafide.ai) (c) 2024. *Hospitality Dataset**. | |
| ## Contact | |
| For any questions or issues, please reach out at contact@bonafide.ai | |