Generative Engine Optimization & Autonomous Search Engineering

Advancing multi-agent software engineering, 3-gram conversational alignment, Wikidata triples, and empirical AI search citation standards.

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Dr. Elena Rostova

Lead Semantic Search Engineer & Knowledge Graph Architect

Dr. Elena Rostova is an ontology architect and search systems researcher. She specializes in semantic graph construction, Wikidata triple modeling, and multi-agent developer workflows across Claude Code, Google Antigravity, and Cursor IDEs.

Published Technical Research & System Benchmarks

2026-08-13 • Research Paper

Wikidata Triples and Entity Disambiguation: Structuring Knowledge Graphs for Perplexity and Google AI Overviews

How unambiguous Subject-Predicate-Object triples, Schema.org JSON-LD microdata, and Wikidata entity URIs establish machine-readable domain authority for generative search discovery.

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2026-07-28 • Research Paper

Subject-Predicate-Object Triples in Schema.org JSON-LD

Constructing nested JSON-LD microdata schemas to represent complex enterprise entity relationships.

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2026-07-17 • Research Paper

Eliminating Entity Ambiguity in Neural Retrieval Systems

Why vector embeddings alone fail on rare entities and how knowledge graphs restore precision.

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2026-07-05 • Research Paper

Continuous Schema Validation in Automated Git Workflows

Automating microdata linting and Schema.org compliance in enterprise CI/CD pull requests.

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