# A survey of OpenRefine reconciliation services

arXiv: https://arxiv.org/abs/1906.08092 · HTML: https://mlsanity.com/paper/1906.08092/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 19 Jun 2019.

## Built on by (most cited first, 1 of 1)

- [Semantic Modelling of Organizational Knowledge as a Basis for Enterprise Data Governance 4.0 -- Application to a Unified Clinical Data Model](https://mlsanity.com/paper/2311.02082/) (2023)

## Abstract (arXiv)

We review the services implementing the OpenRefine reconciliation API, comparing their design to the state of the art in record linkage. Due to the design of the API, the matching scores returned by the services are of little help to guide matching decisions. This suggests possible improvements to the specifications of the API, which could improve user workflows by giving more control over the scoring mechanism to the client.