{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:P3JRXDDIH2IPFR66MZAUDBX2UW","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":"8c9bcc87997167ba9a48a8cef3ddff11b9af3551c1a413893af7921edaaaaec5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-14T16:05:59Z","title_canon_sha256":"5dcc330d419c63f5c092b639798c3d1a5f353725f392fc03fd1e08db30417d96"},"schema_version":"1.0","source":{"id":"2504.10356","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.10356","created_at":"2026-07-05T10:49:18Z"},{"alias_kind":"arxiv_version","alias_value":"2504.10356v2","created_at":"2026-07-05T10:49:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.10356","created_at":"2026-07-05T10:49:18Z"},{"alias_kind":"pith_short_12","alias_value":"P3JRXDDIH2IP","created_at":"2026-07-05T10:49:18Z"},{"alias_kind":"pith_short_16","alias_value":"P3JRXDDIH2IPFR66","created_at":"2026-07-05T10:49:18Z"},{"alias_kind":"pith_short_8","alias_value":"P3JRXDDI","created_at":"2026-07-05T10:49:18Z"}],"graph_snapshots":[{"event_id":"sha256:bdc887659f63002cdcfd2c497c284a6f32837795448579ff2dc64346fbda15ff","target":"graph","created_at":"2026-07-05T10:49:18Z","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/2504.10356/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present MultiLoKo, a new benchmark for evaluating multilinguality in LLMs covering 31 languages. MultiLoKo consists of three partitions: a main partition consisting of 500 questions per language, separately sourced to be locally relevant to the specific language, and two translated partitions, containing human-authored translations from 30 non-English languages to English and vice versa. For comparison, we also release corresponding machine-authored translations. The data is equally distributed over two splits: a dev split and a blind, out-of-distribution test split. MultiLoKo can be used t","authors_text":"Dieuwke Hupkes, Nikolay Bogoychev","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-14T16:05:59Z","title":"MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.10356","kind":"arxiv","version":2},"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":"sha256:3547fb74cc41bc27e124cde0c2a80057a1038db089ea884d06d1c30500cd2fb2","target":"record","created_at":"2026-07-05T10:49:18Z","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":"8c9bcc87997167ba9a48a8cef3ddff11b9af3551c1a413893af7921edaaaaec5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-14T16:05:59Z","title_canon_sha256":"5dcc330d419c63f5c092b639798c3d1a5f353725f392fc03fd1e08db30417d96"},"schema_version":"1.0","source":{"id":"2504.10356","kind":"arxiv","version":2}},"canonical_sha256":"7ed31b8c683e90f2c7de66414186faa58bbe32fc278661b7781484812cfc4fd3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7ed31b8c683e90f2c7de66414186faa58bbe32fc278661b7781484812cfc4fd3","first_computed_at":"2026-07-05T10:49:18.283335Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:49:18.283335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tdDm0Y8XqItUgfvP31g8wZD4GNuLpi1xJrqpNHRpiRzxNBZKA8zxyZBdif5Ctc45pbxmQsVo1P2opHAL/DwfBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:49:18.283825Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.10356","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3547fb74cc41bc27e124cde0c2a80057a1038db089ea884d06d1c30500cd2fb2","sha256:bdc887659f63002cdcfd2c497c284a6f32837795448579ff2dc64346fbda15ff"],"state_sha256":"d88fdb0249f0771d87141dcb97e2e1eba376a34a2de8ca7dd72e0fcd76de8f28"}