LRMs Collection

We offer simulated object-centric event logs (OCEL 2.0) for four business processes:

Simulated Object-Centric Event Logs (OCEL 2.0) for Order-to-Cash, Procure-to-Pay, Hiring, and Hospital Patient Lifecycle Processes

These logs, generated using the o1-preview-2024-09-12 LRM and the llm-ocel-simulator project, simulate realistic workflows with multiple object types, activities, and process dynamics. They include:

• Order-to-Cash (O2C): From customer order to payment receipt, including order approval, fulfillment, invoicing, and payment processing.
• Procure-to-Pay (P2P): From requisition to supplier payment, including purchase orders, goods receipt, and three-way matching.
• Hiring: From job requisition to onboarding, including resume screening, interviews, assessments, and offer management.
• Hospital Patient Lifecycle: From pre-admission to discharge, covering diagnosis, treatment, and interactions with hospital resources.

Each simulation incorporates variability, synchronization issues, and batching, providing realistic data for process mining analysis and research.

Each log is available from Zenodo in CSV, JSON, XML, SQLite, and bundled OCEL ZIP formats.