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Context, Semantics, and Ontology: A Primer for the Agentic Era

Blogs - Data Engineering Blog & Second Brain · published 12 September 2026

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https://substack.com/home/post/p-189793289
substack.com
https://dictionary.cambridge.org/dictionary/english/context
dictionary.cambridge.org
https://jessicatalisman.substack.com/
jessicatalisman.substack.com
https://jessicatalisman.substack.com/p/the-context-problem
jessicatalisman.substack.com
https://a16z.com/your-data-agents-need-context/
a16z.com
https://www.kaelio.com/blog/building-a-context-layer-for-the-agentic-era
kaelio.com
https://analyticshour.io/2026/06/23/300-are-semantic-layers-really-necessary/
analyticshour.io
https://github.com/apache/ossie
github.com
https://www.rohde-schwarz.com/us/knowledge-center/videos/interview-nps-the-single-qoe-centric-network-score-from-rs_251220-621634.html
rohde-schwarz.com
https://www.airbus.com/en/newsroom/press-releases/2017-06-airbus-launches-skywise-aviations-open-data-platform
airbus.com
https://www.palantir.com/docs/foundry
palantir.com
https://en.wikipedia.org/wiki/Ontology_%28information_science%29
en.wikipedia.org
https://www.palantir.com/docs/foundry/ontology/core-concepts
palantir.com
https://arxiv.org/pdf/1810.09171
arxiv.org
https://www.dataengineeringweekly.com/p/an-ontology-for-ai-agents-is-a-system
dataengineeringweekly.com
https://www.linkedin.com/posts/jmtalisman_context-is-still-a-nebulous-concept-that-share-7493443496671010816-rCJC/?utm_source=share&utm_medium=member_desktop&rcm=ACoAABkA2pgBYM4xDO0z2ChYuxFhBfu4h7jp4Lo
linkedin.com
https://contextandchaos.substack.com/p/ontologies-context-graphs-and-semantic
contextandchaos.substack.com
https://motherduckdb.github.io/analytics-agent-duckdb-workshop/context/
motherduckdb.github.io
https://motherduck.com/blog/context-belongs-in-the-warehouse/
motherduck.com
https://motherduck.com/docs/key-tasks/guides/
motherduck.com
https://github.com/Kaelio/ktx
github.com
https://github.com/ModernRelay/omnigraph
github.com
https://github.com/getnao/nao
github.com
https://github.com/marmotdata/marmot
github.com
https://github.com/open-metadata/OpenMetadata
github.com
https://github.com/datahub-project/datahub
github.com
https://claude.com/blog/how-anthropic-enables-self-service-data-analytics-with-claude
claude.com
https://motherduck.com/blog/AI-writes-the-semanrites-the-semantic-layer/
motherduck.com
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