{"type": "article", "title": "Profile-Graph Memory for LLM Agents: Implicit Cross-Entity Traversal through Narrative Profiles", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/profile-graph-memory-for-llm-agents-implicit-cross-entity-traversal-through", "original_source": "https://arxiv.org/abs/2607.19359", "published": "2026-07-23T04:00:00+00:00", "accessed": "2026-07-23", "id": "profile-graph-memory-for-llm-agents-implicit-cross-entity-traversal-through"}