Authors: Crystal Silver At GRAPHIA, co-design involves researchers, infrastructure providers, technical specialists, and other stakeholders in the development of future research tools and services. Throughout the project, participants have contributed to discussions around knowledge graph exploration, AI-assisted research, transparency, and responsible AI use. At the second Innovation Prototyping Lab (IPL2), held in Brussels in September […]

Authors: Ursula Rabar and Julien Homo The GRAPHIA project is pleased to announce the launch of the Industry Hub, a dedicated space designed to strengthen collaboration between the Social Sciences and ...

Authors: Matteo Romanello and Harshdeep Singh Last autumn, we invited the GRAPHIA community to help us build Quagga – a crowdsourced benchmark of natural language questions and their corresponding SPARQL queries, meant to capture how scholars in SSH actually ask questions of knowledge graphs. Thanks to dozens of contributions from the community, that benchmark has […]

Event Details The Innovation Prototyping Lab (IPL) is a co-creation event that brings together the GRAPHIA and LUMEN communities for a dynamic week of collaboration, creativity, and connection. In 2026, we are planning it at the CNRS offices in Brussels (100 rue du Trône) from 14-18th September with the exception of the White-Label Platform Beta […]

Authors: Julien Homo, Kévin Darty and Ursula Rabar The SSH Knowledge Graph that GRAPHIA is building is a federation: a set of autonomous knowledge graphs, each keeping its own governance and data, connected through a common interoperability layer. As such, a federation takes time to build, node by node. Today we are happy to announce […]

Event Details The Innovation Prototyping Lab (IPL) is a co-creation event that brings together the GRAPHIA and LUMEN communities for a dynamic week of collaboration, creativity, and connection. In 2026, we are planning it at the CNRS offices in Brussels (100 rue du Trône) from 14-18th September with the exception of the White-Label Platform Beta […]

Read the latest news, developments, announcements and blog posts from the GRAPHIA project team.

This deliverable D5.1 presents the foundational work on the development of GRAPHIA personas, scenarios, and initial user functionalities. These outcomes are in alignment with the project’s Strategic Objective 1, which aims to raise Social Sciences and Humanities capacities in Research and Innovation, as well as Specific Objective 3, which focuses on fostering value added services co-creation.   Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

Authors: Ursula Rabar GRAPHIA is pleased to announce that E-RIHS ERIC has joined its consortium as one of the partners to contribute its expertise in heritage science, research infrastructures, and FA...

This deliverable (D4.1) describes the foundational infrastructure and data strategy for developing large language models (LLMs) within the GRAPHIA project. LLMs in GRAPHIA are both a core technological component and an enabler of new functionalities—from semantic enrichment and automated knowledge extraction to user-friendly natural language interfaces—aimed at transforming how SSH data is connected, analyzed, and used in research infrastructures. The report details the creation of a robust technical environment, a comprehensive survey of training data, and a clear roadmap for model specialisation. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

This deliverable presents D3.1 – Catalogue of Next-Generation SSH Instruments and Tools, developed within Task 3.1 of the GRAPHIA project. The deliverable documents a set of advanced hardware and software tools contributed by project partners and relevant to the Social Sciences and Humanities (SSH) data lifecycle, from acquisition and processing to enrichment, interpretation, and publication. The instruments and tools described in this catalogue support the generation and management of multimodal data and contribute to the broader GRAPHIA objective of enabling semantically enriched, interoperable, and graph-ready SSH data (i.e. structured and mapped to support ingestion into the GRAPHIA SSH Knowledge Graph). Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

The purpose of this deliverable is to document the LLM services deployed within GRAPHIA and the infrastructure supporting their operation. As a software deliverable, D4.3 focuses on the operational characteristics of the deployed services, including their deployment environments, access mechanisms, ownership, and production readiness status. This document provides an overview of the deployment architecture supporting GRAPHIA's SSH-oriented LLM ecosystem, spanning both OKD- and HPC-based execution environments. It describes the deployed LLM models, the services built upon them, and the operational infrastructure that enables their integration with GRAPHIA applications, pilot activities, and AI-enabled functionalities. The deployment landscape described in this document should be understood as a snapshot of the operational state of the GRAPHIA SSH LLM ecosystem at the time of writing. At the time of submission, the deployed services are operational and available to their intended users. As the project progresses, both the underlying models and the portfolio of services built upon them are expected to evolve in response to technological advances and the needs of the GRAPHIA community. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

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Through the creation of the first comprehensive SSH Knowledge Graph enriched with AI and LLM applications, GRAPHIA will transform SSH data.

Authors: Patryk Hubar-Kołodziejczyk and Dariusz Perliński Research evaluation in the social sciences and humanities (SSH) still struggles to capture many forms of societal impact. Standard metrics suc...

Authors: Luca de Santis, Julien Homo, Ursula Rabar While GoTriple is the largest Social Sciences and Humanities (SSH) only repository of scientific content, it is not a graph-based system. Its “triple” naming refers to a formal ontology description of its textual indexes, not semantic graph structures. Nevertheless, GoTriple is central to the GRAPHIA SSH Knowledge […]