Provenance metadata is collected through various means:
Electronic Lab Notebooks (ELNs): Researchers use ELNs to document experimental procedures and results in real-time. Automated Systems: Instruments and software can automatically record metadata as they perform analyses or syntheses. Manual Documentation: In some cases, researchers manually document provenance data, especially for processes that cannot be automated.
