Fortnightly Knowledge Graph News Roundup [25 July 2025]
Welcome back to another fortnightly news roundup from around the knowledge graph industry for the week ending on July 25th, 2025.
KG Community Discussions
Transduction vs abduction in LLMs [Tony Seale on LinkedIn]
Show HN: OntoCast – ontology-assisted KG generation [Hacker News]
Protégé is Not Just an IDE – It’s a Programming Language for Ontologists [Alireza Dehbozorgi on LinkedIn]
Articles, Editorial, & Hot Takes
A human-centric Knowledge Graph Conference [metaphacts blog]
The Weekly Edge: Kuzu Release, GraphRAG Course, Graph Theory, & More [gdotv blog]
AI Is rewriting the data playbook – and knowledge graphs are page one [VentureBeat]
Wikidata: Bridging FOSS ideals & direct democracy [The Register]
AI Failure? Why AI Falters Without Entity Resolution [Senzing blog]
What is Knowledge-based RAG and why do enterprises need it? [RDFox blog]
Debunking myths about GenAI and data: what life sciences companies need to know [ONTOFORCE blog]
Knowledge Graph Events
GraphGeeks Talks: GraphFaker: Instant Graphs for Prototyping, Teaching, & Beyond – Online – 29 July
AI Hack & Quack hackathon – Seattle – 31 July
SEMANTiCS: International Conference on Semantic Systems – Vienna – 3-5 September
NeSy: Conference on Neurosymbolic Learning & Reasoning – Santa Cruz, U.S. – 8-10 September
ENDORSE: The European Data Conference on Reference Data & Semantics – Brussels – 8-9 October
ISWC: International Semantic Web Conference – Nara, Japan – 2-6 November
K-CAP: International Conference on Knowledge Capture – Dayton, U.S. – 10-12 December
Research & Papers
Knowledge graph & emerging trends in oxidative stress research on hepatic ischemia-reperfusion injury: a bibliometric analysis (1995-2024) [PubMed]
Tech Deep Dive & Applications
How to Build a Knowledge Graph in 7 Steps [Neo4j blog]
Improve Return on AI Investments with Knowledge Graphs [Graphwise blog]
Reshaping Business Intelligence with GraphRAG, MCP, & LLMs [Fluree blog]
Convergence: When Networks Start Thinking [OriginTrail podcast]
Free Book: Essential GraphRAG from Manning Publications [Neo4j]
Showing How to Increase Accuracy & Decrease Risk in AI (and why RAG and graphRAG are not enough) [Ashleigh Faith]
Prescriptive Reasoning for Supply Chain Resilience [RelationalAI blog]
Call for Papers, Presentations & More
Call for Posters & Demos – International Semantic Web Conference (ISWC) | Nara, Japan | Submission deadline: 31 July
Workshop Call for Papers – International Semantic Web Conference (ISWC) | Nara, Japan | Submission deadline: ~2 August (can vary per workshop)
Startup & Corporate News
ServiceNow acquires Data.World months after snatching up Moveworks [TechCrunch]
Czech startup Waypoint AI raises €2.7 million to deploy AI-powered support engineer [EU-Startups]
New KG Tech & Solutions
G.V() 3.34.79 Release Notes: Oracle Graph Support, new no-code exploration, & more [gdotv blog]
From stateless to stateful: chat agents with Modus v0.18 [Hypermode blog]
Unlock Enterprise AI with Relational Intelligence for the Snowflake Cloud [RelationalAI blog]
Knowledge Graph Jobs
Data Product Owner, Semantic Modeling – Company Financials (On-site / New York) – Bloomberg
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