{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:EQYSPOFXUH4LKLS6OP7IVYR44E","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"7a6de48ff4eabe42b6e578fa88a77d50d489f41e41793c705f2e7cb597f233e6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-16T07:45:10Z","title_canon_sha256":"24850671f2ce45764d4073735975280276f08450141a88bb1a28dc8f0dd53def"},"schema_version":"1.0","source":{"id":"2504.11833","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.11833","created_at":"2026-07-05T10:49:58Z"},{"alias_kind":"arxiv_version","alias_value":"2504.11833v1","created_at":"2026-07-05T10:49:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.11833","created_at":"2026-07-05T10:49:58Z"},{"alias_kind":"pith_short_12","alias_value":"EQYSPOFXUH4L","created_at":"2026-07-05T10:49:58Z"},{"alias_kind":"pith_short_16","alias_value":"EQYSPOFXUH4LKLS6","created_at":"2026-07-05T10:49:58Z"},{"alias_kind":"pith_short_8","alias_value":"EQYSPOFX","created_at":"2026-07-05T10:49:58Z"}],"graph_snapshots":[{"event_id":"sha256:9bb8fe16e305cb9d6907db900d6dce7dc38f99430482e6e08d3ba34e85c7cf01","target":"graph","created_at":"2026-07-05T10:49:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2504.11833/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Previous work indicates that large language models exhibit a significant \"English bias\", i.e. they often perform better when tasks are presented in English. Interestingly, we have observed that using certain other languages in reasoning tasks can yield better performance than English. However, this phenomenon remains under-explored. In this paper, we explore the upper bound of harnessing multilingualism in reasoning tasks, suggesting that multilingual reasoning promises significantly (by nearly 10 Acc@$k$ points) and robustly (tolerance for variations in translation quality and language choice","authors_text":"Changjiang Gao, Fei Yuan, Lei Li, Shujian Huang, Wenhao Zhu, Xu Huang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-16T07:45:10Z","title":"Could Thinking Multilingually Empower LLM Reasoning?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.11833","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f71602f3bea00214ecc47770b0be5b63c592dc186256251c22bd4c5d55ff6ecc","target":"record","created_at":"2026-07-05T10:49:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"7a6de48ff4eabe42b6e578fa88a77d50d489f41e41793c705f2e7cb597f233e6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-16T07:45:10Z","title_canon_sha256":"24850671f2ce45764d4073735975280276f08450141a88bb1a28dc8f0dd53def"},"schema_version":"1.0","source":{"id":"2504.11833","kind":"arxiv","version":1}},"canonical_sha256":"243127b8b7a1f8b52e5e73fe8ae23ce124ef20424c38bcf3d248473d4ab9bf4f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"243127b8b7a1f8b52e5e73fe8ae23ce124ef20424c38bcf3d248473d4ab9bf4f","first_computed_at":"2026-07-05T10:49:58.449023Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:49:58.449023Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9M1fjbmVWB4bpyu6PUXlGiTF7THOWDI1m12SKpOtI/KD/ZKFGgkHoUYYoG0bQni+gLYUeqhPg4dc8BPwvf+VBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:49:58.449470Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.11833","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f71602f3bea00214ecc47770b0be5b63c592dc186256251c22bd4c5d55ff6ecc","sha256:9bb8fe16e305cb9d6907db900d6dce7dc38f99430482e6e08d3ba34e85c7cf01"],"state_sha256":"f852399250829fc05bd3aab02883469024efdbcc4dba9cc75070303cf33bba76"}