LLM-Inspired Ontology-Based Semantic Enrichment for FinTech M&A Intelligence in SEC Structured Disclosures
An ontology-based event-intelligence framework for FinTech merger-and-acquisition evidence in U.S. Securities and Exchange Commission structured disclosures is developed, which retains semantically close predictors, whereas a strict protocol excludes label-generating variables and deterministic descendants.