Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The Shift Toward Open and Reproducible AI Research," Under Review, 2026. doi: 10.48550/arXiv.2606.16974..
Verification of Knowledge-Based Programs over Description Logic Actions
Authors: Benjamin Zarrieß, Jens Claßen
IJCAI 2015 | Venue PDF | LLM Run Details | Input Tokens: 16,643 Total number of tokens sent to the LLM as input for this paper's analysis. | Output Tokens: 3,732 Total number of tokens produced by the LLM (including reasoning/thinking tokens) for this paper's analysis.
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | After proving undecidability for the general case, we then discuss a restricted fragment where verification becomes decidable. The provided proof is constructive and comes with an upper bound on the procedure s complexity. |
| Researcher Affiliation | Academia | Benjamin Zarrieß Theoretical Computer Science TU Dresden, Germany EMAIL Jens Claßen Knowledge-Based Systems Group RWTH Aachen University, Germany EMAIL |
| Pseudocode | No | The paper defines the syntax and semantics of a programming language but does not provide structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide information about open-source code for the described methodology. |
| Open Datasets | No | The paper is theoretical and does not use or reference any datasets for training. |
| Dataset Splits | No | The paper is theoretical and does not describe dataset splits for validation or training. |
| Hardware Specification | No | The paper is theoretical and does not describe hardware specifications for experiments. |
| Software Dependencies | No | The paper is theoretical and does not list specific software dependencies with version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup with hyperparameters or training configurations. |