Matching Roles from Temporal Data

Summary: Proposes role matching, a fine-grained temporal integrity constraint on <subject, predicate, object, timestamp> quads, where a role (subject+predicate) should retain the same object over time. To scale, it introduces blocking for dirty inputs and adapts Ditto for role matching; evaluated on Wikipedia infoboxes with ~95% recall, >99.99% reduction, and macro F1 of 89%. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6630
Venue: SIGMOD
Year: 2023
Pagerank: 5.093636e-05
Overall Rank: 11,388 | 21.87%
DOI: 10.1145/3588919

Incoming Non-self Citations Over Time

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Authors

1. Leon Bornemann (Hasso Plattner Institute; University of Potsdam)
2. Tobias Bleifudf (Hasso Plattner Institute; University of Potsdam)
3. Dmitri V. Kalashnikov (Independent)
4. Fatemeh Nargesian (University of Rochester)
5. Felix Naumann (Hasso Plattner Institute; University of Potsdam)
6. Divesh Srivastava (AT&T)

BibTeX Citation

@inproceedings{bornemann_sigmod23,
        title = {{Matching Roles from Temporal Data}},
        author = {Bornemann, Leon and Bleifudf, Tobias and Kalashnikov, Dmitri V. and Nargesian, Fatemeh and Naumann, Felix and Srivastava, Divesh},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588919},
        url = {https://dl.acm.org/doi/10.1145/3588919},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
58	The Merge/Purge Problem for Large Databases	1995	SIGMOD	0.00040116748
141	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.0002964847
489	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.0001761456
529	Magellan: Toward Building Entity Matching Management Systems	2016	VLDB	0.00017096361
890	Integrating Conflicting Data: The Role of Source Dependence	2009	VLDB	0.00013382697
1,393	Truth Discovery and Copying Detection in a Dynamic World	2009	VLDB	0.00010934682
1,495	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	0.00010571481
2,829	Linking Temporal Records	2011	VLDB	8.0799603e-05
3,176	Behavior Based Record Linkage	2010	VLDB	7.6655235e-05
3,755	Learning Expressive Linkage Rules using Genetic Programming	2012	VLDB	7.1496482e-05
5,435	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	6.2207492e-05
6,625	Modeling Entity Evolution for Temporal Record Matching	2014	SIGMOD	5.8203675e-05
7,696	Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records	2014	VLDB	5.5660296e-05

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2	7,696	Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records	2014	VLDB
3	11,255	Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution	2024	VLDB
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6	248	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB
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