STIndex: A Context-Aware Multi-Dimensional Spatiotemporal Information Extraction System

ArXi:2604.08597v1 Announce Type: cross Extracting structured knowledge from unstructured data still faces practical limitations: entity and event extraction pipelines remain brittle, knowledge graph construction requires costly ontology engineering, and cross-domain generalization is rarely production-ready. In contrast, space and time provide universal contextual anchors that naturally align heterogeneous information and benefit downstream tasks such as retrieval and reasoning. We