2025-11-01 –, One and Only
AletheiaFact.org is developing a disinformation triage system that leverages Wikidata's structured knowledge to automatically process, prioritize, and organize fact-checking verification requests. Our work-in-progress research demonstrates how Wikidata entity recognition and topic classification can transform chaotic public submissions into structured, prioritized workflows.
This presentation showcases our workflow; from initial request receipt through vandalism detection, entity/topic processing, priority assessment, and intelligent grouping with existing requests. We'll demonstrate live prototypes of "passes" that use Wikidata to identify duplicate claims, cluster related topics, and automatically flag high-priority verification needs based on entity significance and public interest patterns.
The research addresses a critical bottleneck in fact-checking: efficiently processing thousands of public verification requests while maintaining quality and avoiding duplication. By using Wikidata as the backbone for content organization, we're creating scalable approaches that could benefit the entire fact-checking ecosystem.
Mateus Batista Santos is a Computer Science graduate who has dedicated his career to developing technological products in the third sector. Guided by his philosophy of Social Driven Development, he believes that the right technology combined with a good educational plan can transform the world.
As co-founder and Director of Technology at AletheiaFact.org, Mateus oversees the technology strategy, builds and leads a team of volunteers, and develops innovative solutions that address misinformation through technology.
Mateus architected and developed most of the AletheiaFact.org platform. What began as a side project has evolved into a full NGO co-founded with Brazilian journalists, now in beta phase fostering an independent community of fact-checkers in Brazil.
With his multilingual abilities and extensive experience in large-scale web applications, Mateus brings both technical excellence and a deep understanding of user needs to the fight against misinformation, creating positive social impact through thoughtful technology solutions.
Tamiris is a journalist and educator with a Master’s degree in Media Communication from FAAC/Unesp and an MBA in Digital Business from ESALQ/USP. Currently a PhD candidate in Brazilian Literature at FFLCH/USP, with a research residency at Université Paris-Sorbonne (France), and has also participated in two editions of the ALAIC Summer School (Bolivia and Colombia). Co-founder and CEO of AletheiaFact.org, a Brazilian initiative recognized by the Supreme Federal Court’s Program Against Disinformation and finalist of the WSIS Prizes 2025 (UN/UNESCO). Through AletheiaFact.org, she coordinates training programs to democratize fact-checking in partnership with public universities in Brazil and abroad, including Unesp and the University of Beira Interior (Portugal). Also co-leads, with Mateus Batista Santos, the National Committee for the Democratization of Fact-Checking. Her international trajectory includes the Comprova Project residency and participation in Global Fact 9 (Oslo, Norway), consolidating her role in advancing information autonomy and global cooperation against disinformation.