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: 6568
Venue: SIGMOD
Year: 2023
Pagerank: 4.1945683e-05
Overall Rank: 11,183 | 22.21%
DOI: 10.1145/3588919

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Rank	Citing Paper	Year	Venue	Pagerank

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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
67	The Merge/Purge Problem for Large Databases	1995	SIGMOD	0.00061348205
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
712	Magellan: Toward Building Entity Matching Management Systems	2016	VLDB	0.00017732426
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
855	Integrating Conflicting Data: The Role of Source Dependence	2009	VLDB	0.00015906735
1,246	Truth Discovery and Copying Detection in a Dynamic World	2009	VLDB	0.0001307161
2,141	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	9.4542625e-05
2,405	Linking Temporal Records	2011	VLDB	8.8815018e-05
3,130	Behavior Based Record Linkage	2010	VLDB	7.4993061e-05
3,744	Learning Expressive Linkage Rules using Genetic Programming	2012	VLDB	6.7932071e-05
5,506	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	5.473324e-05
6,754	Modeling Entity Evolution for Temporal Record Matching	2014	SIGMOD	4.9384574e-05
7,706	Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records	2014	VLDB	4.6723595e-05

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8,005	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6081461e-05
7,706	Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records	2014	VLDB	4.6723595e-05
11,047	Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution	2024	VLDB	4.1945683e-05
1,410	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012127555
2,514	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.6139012e-05
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866
6,754	Modeling Entity Evolution for Temporal Record Matching	2014	SIGMOD	4.9384574e-05
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
11,223	Splitting Tuples of Mismatched Entities	2023	SIGMOD	4.1945683e-05
7,345	Linking Temporal Records for Profiling Entities	2015	SIGMOD	4.756212e-05