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PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems

arXiv:2606.08481v1 Announce Type: new Abstract: Enterprise property graphs vary widely in schema structure, internal terminology, domain assumptions, governance constraints, and user interaction patterns. A deployment-relevant Text2Cypher benchmark therefore reflects the questions users and agents actually ask of that graph. Creating such a benchmark is difficult because schemas and values are unique, and graph structure changes over time.

arXiv CS 1d ago

Neo4j plots Palantir alternative with GraphAware acquisition

"The no-kill-switch kind of thing? It's increasingly becoming a requirement," says Neo4j CEO Emil Eifrem. This is one of the reasons behind the company's decision to buy GraphAware, an intelligence analysis software platform built on the graph database, which is positioning itself as an alternative to Palantir, the controversial US spy-tech biz.

The Register 1d ago

NGDBench: Towards Neural Graph Data Management

Announce Type: replace Abstract: Data critical to real-world decision-making is increasingly found within organizations. Such data is heterogeneous, constantly evolving, and only imperfectly captured. However, current data management systems remain largely passive, retrieving what is explicitly stored while offering limited support for uncovering implicit structure or reasoning under noise, incompleteness, and continuous updates.

arXiv CS 9d ago

London Pride 2026: Parade route, stage line-ups and performers in full

London Pride 2026: Parade route, stage line-ups and performers in full Grammy-nominated singer and producer MNEK is among the dozens of artists performing on 4 July - Bookmark The full line-up has been announced for this year’s Pride in London parade, where tens of thousands are expected to gather to celebrate and promote unity. In a call for the LGBTQ+ community to stand together across generations and identities, this year’s theme is Many Voices. The Independent will march at the parade on...

The Independent UK 12h ago