
Mihir Mishra enhanced the kilian-group/phantom-wiki repository by integrating Prolog-enabled reasoning and improving data handling workflows. He centralized Prolog query execution, refactored code for modularity, and streamlined dataset loading using Python and Prolog. His work enabled chain-of-thought reasoning for OpenAI models, supported multi-answer outputs, and improved agent configuration through assertion handling and argument parsing. Mihir relocated database initialization for better maintainability and fixed agent behavior bugs, contributing to more reliable backend processes. By focusing on code readability, documentation, and modular design, he delivered scalable, maintainable features that strengthened model-based reasoning and facilitated experimentation within the project’s backend architecture.
February 2025: Delivered a cohesive set of Prolog-enabled reasoning enhancements and data-handling improvements for kilian-group/phantom-wiki. The work strengthens model-based reasoning, improves reliability, and enables maintainable, scalable experimentation through code refactors and clearer I/O workflows.
February 2025: Delivered a cohesive set of Prolog-enabled reasoning enhancements and data-handling improvements for kilian-group/phantom-wiki. The work strengthens model-based reasoning, improves reliability, and enables maintainable, scalable experimentation through code refactors and clearer I/O workflows.

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