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README.md

@@ -44,7 +44,7 @@ A filtered copy of **GATmath**, the Arabic multiple-choice math benchmark derive
 
 ## Audit and filtering
 
-Samples were screened with the multi-judge audit described in [`IFM/discarded_samples`](https://huggingface.co/datasets/IFM/discarded_samples) (revision `3bfa3ee2`, config `GAT_MATH`). Three language-model judges (GPT-5.6 Sol, Gemini 3.8 Flash, Claude Opus 5) assessed candidate samples that strong baselines answered incorrectly. A sample is excluded only when **all three** judges report a *significant* issue (a problem with the question, the options or the gold label that prevents reliable answering or scoring). Excluded samples were matched to this benchmark by the row index (`doc_id`) assigned by lm-evaluation-harness, which equals the 0-based row index of the source file listed above; every matched row was additionally checked against the discarded record's question text and gold label. All other rows are kept in their original order, with the column names and values of the evaluation copy, which includes the locally edited question text of source rows 2 and 27 (`algebra`) and 3 (`geometry`); the other edited `algebra` question was excluded by the audit.
+Samples were screened with the multi-judge audit described in [`IFM/discarded_samples`](https://huggingface.co/datasets/IFM/discarded_samples) (revision `3a3c1339`, config `GATmath`). Three language-model judges (GPT-5.6 Sol, Gemini 3.8 Flash, Claude Opus 5) assessed candidate samples that strong baselines answered incorrectly. A sample is excluded only when **all three** judges report a *significant* issue (a problem with the question, the options or the gold label that prevents reliable answering or scoring). Excluded samples were matched to this benchmark by the row index (`doc_id`) assigned by lm-evaluation-harness, which equals the 0-based row index of the source file listed above; every matched row was additionally checked against the discarded record's question text and gold label. All other rows are kept in their original order, with the column names and values of the evaluation copy, which includes the locally edited question text of source rows 2 and 27 (`algebra`) and 3 (`geometry`); the other edited `algebra` question was excluded by the audit.
 
 | Config | Original rows | Excluded | Kept |
 |---|---:|---:|---:|