{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZFM6ACZWPRZ3NTKXSRM3NTAS73","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":"6db27b4d6c801b96f86e395a110e551d9ba4925357d9633b63ae88f934bc24f3","cross_cats_sorted":["cs.AI","eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-05T03:19:57Z","title_canon_sha256":"500b1d1f959970c8dc09f70880d8b83bfb57d9c3c1eb79a7d0fa17233cf81ca9"},"schema_version":"1.0","source":{"id":"2506.04594","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04594","created_at":"2026-07-05T11:16:17Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04594v1","created_at":"2026-07-05T11:16:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04594","created_at":"2026-07-05T11:16:17Z"},{"alias_kind":"pith_short_12","alias_value":"ZFM6ACZWPRZ3","created_at":"2026-07-05T11:16:17Z"},{"alias_kind":"pith_short_16","alias_value":"ZFM6ACZWPRZ3NTKX","created_at":"2026-07-05T11:16:17Z"},{"alias_kind":"pith_short_8","alias_value":"ZFM6ACZW","created_at":"2026-07-05T11:16:17Z"}],"graph_snapshots":[{"event_id":"sha256:c8c38a801c49b0e728b0fd1a0c77ea0480b6024af0e860d3aabb1abd9bbacfdf","target":"graph","created_at":"2026-07-05T11:16:17Z","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/2506.04594/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"WiFi networks have achieved remarkable success in enabling seamless communication and data exchange worldwide. The IEEE 802.11be standard, known as WiFi 7, introduces Multi-Link Operation (MLO), a groundbreaking feature that enables devices to establish multiple simultaneous connections across different bands and channels. While MLO promises substantial improvements in network throughput and latency reduction, it presents significant challenges in channel allocation, particularly in dense network environments. Current research has predominantly focused on performance analysis and throughput op","authors_text":"Jingwen Tong, Jun Zhang, Liqun Fu, Shumin Lian","cross_cats":["cs.AI","eess.SP"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-05T03:19:57Z","title":"Intelligent Channel Allocation for IEEE 802.11be Multi-Link Operation: When MAB Meets LLM"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04594","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:a34f7a3c3f09722856f41d962b5255657c69b2de37313e751f9bfc7bf5a231ad","target":"record","created_at":"2026-07-05T11:16:17Z","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":"6db27b4d6c801b96f86e395a110e551d9ba4925357d9633b63ae88f934bc24f3","cross_cats_sorted":["cs.AI","eess.SP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2025-06-05T03:19:57Z","title_canon_sha256":"500b1d1f959970c8dc09f70880d8b83bfb57d9c3c1eb79a7d0fa17233cf81ca9"},"schema_version":"1.0","source":{"id":"2506.04594","kind":"arxiv","version":1}},"canonical_sha256":"c959e00b367c73b6cd579459b6cc12feff2af8e55d6271df04a69010cb165e5f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c959e00b367c73b6cd579459b6cc12feff2af8e55d6271df04a69010cb165e5f","first_computed_at":"2026-07-05T11:16:17.441040Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:16:17.441040Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"owTcH9uWlcyWhFOBn1j29NqwByv0wpkgybcnFE+6gXTpzMUskvIIb+w1CVKbGJxeEuaTPRZscAfJ1rFPwQOiBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:16:17.441554Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.04594","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a34f7a3c3f09722856f41d962b5255657c69b2de37313e751f9bfc7bf5a231ad","sha256:c8c38a801c49b0e728b0fd1a0c77ea0480b6024af0e860d3aabb1abd9bbacfdf"],"state_sha256":"45dcbf903cd135c3382a3ce378a8731ebea00665a06c8c2c31be07e2d3e4a216"}