is a Process.
MapForge, the reviewable ingestion pipeline for MicroMap. It profiles tabular sources (CSV, TSV, JSON, JSONL, Parquet, SQL dumps), resolves entities against the graph, emits deterministic parameterized Cypher bundles and writes them to Neo4j 5.x only after a reviewer approves the bundle. BioCypher adapters are supported through the import-kg path. Distributed as a Python package in the micromap-oss repository.