Hotel Room Type Catalog Matching Benchmark

#entity matching #record pair classification #room configuration comparison #hotel room catalog management #cross-catalog room matching #accommodation information standardization

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

This benchmark contains pairs of room-type product records drawn from different reservation catalogs, labeled to indicate whether they represent the same room type. Records may include attributes such as bed type, occupancy, room configuration, and view, supporting the identification of equivalent rooms described in different ways and the distinction of similarly named rooms with different configurations. It is designed for catalog matching evaluation, entity resolution, and model performance testing in central reservation systems.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
match_reason	string	The key room attributes supporting the match or non-match decision.
catalog_a_room	object	The original room-type product record from the first reservation catalog.
catalog_b_room	object	The original room-type product record from the second reservation catalog.
key_differences	array	Configuration differences between the two room records that affect the matching decision; an empty array indicates no notable differences.
is_same_room_type	boolean	Evaluation label indicating whether the two catalog records represent the same room type with a consistent configuration.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What room information does the dataset contain?: The dataset provides room-type record pairs from two reservation catalogs and labels whether they represent the same room type. Records may include details such as bed type, occupancy, room configuration, and view; the information available varies by record.

How is a match between two records determined?: The task is to determine whether two records represent the same room type with consistent configurations, rather than simply checking whether their names are similar. The match rationale and key-difference fields help explain each label and show how differences in bed type, occupancy, or other attributes affect the decision.

Which use cases is this benchmark suited for?: It can be used to evaluate hotel catalog entity-matching models and to support room catalog deduplication, cross-channel product alignment, matching error analysis, and data quality validation in central reservation systems.

How can the dataset be obtained and used?: Access methods, available formats, and permitted uses are governed by the dataset listing or the applicable license agreement. Before using it in commercial systems or for model training, review the license terms and confirm compliance with relevant data and privacy requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={Hotel Room Type Catalog Matching Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/30de2a994307ac40125af6639efecf3f},
  urldate={2026-10-12},
  keywords={hotel room matching, room type catalog, hotel product catalog, entity matching benchmark, room type identification, central reservation system, room configuration comparison, hotel dataset},
  version={1.0}
}

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