{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DIZTC55A5AD5LW7FGWD6OQWFUV","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":"9973d5bd01c967b460344b77c0c4ff65d301d822d08d7f42a8c422bb1221b97b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-11T11:41:02Z","title_canon_sha256":"1243b2575554aff50a5a27ada1271089d995b6bd68e0845f1cc82272b7ff8974"},"schema_version":"1.0","source":{"id":"2410.08731","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.08731","created_at":"2026-07-05T09:19:16Z"},{"alias_kind":"arxiv_version","alias_value":"2410.08731v1","created_at":"2026-07-05T09:19:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.08731","created_at":"2026-07-05T09:19:16Z"},{"alias_kind":"pith_short_12","alias_value":"DIZTC55A5AD5","created_at":"2026-07-05T09:19:16Z"},{"alias_kind":"pith_short_16","alias_value":"DIZTC55A5AD5LW7F","created_at":"2026-07-05T09:19:16Z"},{"alias_kind":"pith_short_8","alias_value":"DIZTC55A","created_at":"2026-07-05T09:19:16Z"}],"graph_snapshots":[{"event_id":"sha256:49d34f88a89eaf2ac5961609ad1eea665f529778233d7edcd1f3d96853218035","target":"graph","created_at":"2026-07-05T09:19:16Z","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/2410.08731/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) have demonstrated remarkable performance in the legal domain, with GPT-4 even passing the Uniform Bar Exam in the U.S. However their efficacy remains limited for non-standardized tasks and tasks in languages other than English. This underscores the need for careful evaluation of LLMs within each legal system before application. Here, we introduce KBL, a benchmark for assessing the Korean legal language understanding of LLMs, consisting of (1) 7 legal knowledge tasks (510 examples), (2) 4 legal reasoning tasks (288 examples), and (3) the Korean bar exam (4 domains, ","authors_text":"Eunkyung Choi, Hai Jin Park, Jinhwan Choi, Wonseok Hwang, YeEun Kim, Young Rok Choi","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-11T11:41:02Z","title":"Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.08731","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":"sha256:668f9f8abd55706a859e4c204757621ddcf9ce669a8a73069dddee2cbe4d131b","target":"record","created_at":"2026-07-05T09:19:16Z","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":"9973d5bd01c967b460344b77c0c4ff65d301d822d08d7f42a8c422bb1221b97b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-11T11:41:02Z","title_canon_sha256":"1243b2575554aff50a5a27ada1271089d995b6bd68e0845f1cc82272b7ff8974"},"schema_version":"1.0","source":{"id":"2410.08731","kind":"arxiv","version":1}},"canonical_sha256":"1a333177a0e807d5dbe53587e742c5a56060c5b14d9ba91ca6e5c4a921ae7550","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1a333177a0e807d5dbe53587e742c5a56060c5b14d9ba91ca6e5c4a921ae7550","first_computed_at":"2026-07-05T09:19:16.798004Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:19:16.798004Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MFeuWTobi4U3F8QcYlnLSltQIA9GHXBZ6NSFsQubqdt4qQHBcSQmAhwBch+E6QiPZ+XOZVWE96kz9jGjC4aVDw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:19:16.798407Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.08731","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:668f9f8abd55706a859e4c204757621ddcf9ce669a8a73069dddee2cbe4d131b","sha256:49d34f88a89eaf2ac5961609ad1eea665f529778233d7edcd1f3d96853218035"],"state_sha256":"1ab83f11929f28ac9ffdf10b7332479b2da0799b356e48d3bb638ec8c964fe36"}