{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:Z6DJK7ESHWMARJHBUN4P6M2RWI","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":"c7d720f0a2b1f21c65c8451457c985d3ece20bba89ac66c7adf6de3633b1db81","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SD","submitted_at":"2025-10-13T07:45:52Z","title_canon_sha256":"2742fd99cade4f53d53c68c69cf55ca29eec30068a2569639e4b73f2d61459a8"},"schema_version":"1.0","source":{"id":"2510.11098","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2510.11098","created_at":"2026-07-07T02:19:41Z"},{"alias_kind":"arxiv_version","alias_value":"2510.11098v5","created_at":"2026-07-07T02:19:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2510.11098","created_at":"2026-07-07T02:19:41Z"},{"alias_kind":"pith_short_12","alias_value":"Z6DJK7ESHWMA","created_at":"2026-07-07T02:19:41Z"},{"alias_kind":"pith_short_16","alias_value":"Z6DJK7ESHWMARJHB","created_at":"2026-07-07T02:19:41Z"},{"alias_kind":"pith_short_8","alias_value":"Z6DJK7ES","created_at":"2026-07-07T02:19:41Z"}],"graph_snapshots":[{"event_id":"sha256:470b4f5569c22a502516c7e970f3685ecd8eca2ed60a8bed79d6fd87c4cacde4","target":"graph","created_at":"2026-07-07T02:19:41Z","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/2510.11098/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advances in large audio language models (LALMs) have greatly enhanced multimodal conversational systems. However, existing benchmarks remain limited -- they are mainly English-centric, rely on synthetic speech, and lack comprehensive, discriminative evaluation across multiple dimensions. To address these gaps, we present Voice Chat Bot Bench (VCB Bench) -- a high-quality Chinese benchmark built entirely on real human speech. VCB Bench evaluates LALMs from three complementary perspectives: instruction following (including speech-level control beyond text commands), knowledge understandin","authors_text":"Chenxing Li, Dong Yu, Hanzhao Li, Jiliang Hu, Liqiang Zhang, Meng Yu, Wenfu Wang, Yiyang Zhao, Zuchao Li","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SD","submitted_at":"2025-10-13T07:45:52Z","title":"VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2510.11098","kind":"arxiv","version":5},"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:b008e0b57bef032bb8b0e3ebebf85bc7ee0b682acc9f9a3ccb49d3448298a41d","target":"record","created_at":"2026-07-07T02:19:41Z","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":"c7d720f0a2b1f21c65c8451457c985d3ece20bba89ac66c7adf6de3633b1db81","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SD","submitted_at":"2025-10-13T07:45:52Z","title_canon_sha256":"2742fd99cade4f53d53c68c69cf55ca29eec30068a2569639e4b73f2d61459a8"},"schema_version":"1.0","source":{"id":"2510.11098","kind":"arxiv","version":5}},"canonical_sha256":"cf86957c923d9808a4e1a378ff3351b20a34ed615ef8f0cd2e29db53ab50a01c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cf86957c923d9808a4e1a378ff3351b20a34ed615ef8f0cd2e29db53ab50a01c","first_computed_at":"2026-07-07T02:19:41.316610Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T02:19:41.316610Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QZZTWREbA1TQXWjO1dwgWPBF3cadIVLe47n6dnnqpsljTBYG0MLV5LB7OPaDFs/RN5JpU6LmgUI2Tbw44cbjDg==","signature_status":"signed_v1","signed_at":"2026-07-07T02:19:41.317443Z","signed_message":"canonical_sha256_bytes"},"source_id":"2510.11098","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b008e0b57bef032bb8b0e3ebebf85bc7ee0b682acc9f9a3ccb49d3448298a41d","sha256:470b4f5569c22a502516c7e970f3685ecd8eca2ed60a8bed79d6fd87c4cacde4"],"state_sha256":"9ed858f9262eedc2796cd2c510912ace73f52797d9133617882977c2517bbe33"}