{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VUAZDUBMEYF5WXVQ5PEJ65NZ3L","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":"9ce4a9de45793a225284c8be4174837a99a46133096bb108b4d967b38ea3a5c1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-11T10:00:42Z","title_canon_sha256":"6078d17e6429407feaa80dbf4596ba42e3f39099b7840aa8d6330ebdd99ea779"},"schema_version":"1.0","source":{"id":"2608.10743","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.10743","created_at":"2026-08-12T01:23:10Z"},{"alias_kind":"arxiv_version","alias_value":"2608.10743v1","created_at":"2026-08-12T01:23:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10743","created_at":"2026-08-12T01:23:10Z"},{"alias_kind":"pith_short_12","alias_value":"VUAZDUBMEYF5","created_at":"2026-08-12T01:23:10Z"},{"alias_kind":"pith_short_16","alias_value":"VUAZDUBMEYF5WXVQ","created_at":"2026-08-12T01:23:10Z"},{"alias_kind":"pith_short_8","alias_value":"VUAZDUBM","created_at":"2026-08-12T01:23:10Z"}],"graph_snapshots":[{"event_id":"sha256:e2f9d76100bbb6d0851d5a8725bb179c810e1de780f130824547ada478c4c598","target":"graph","created_at":"2026-08-12T01:23:10Z","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/2608.10743/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent research empowers Large Language Models (LLMs) as multi-turn search agents to iteratively retrieve and generate outputs until complex tasks are solved. However, the contexts of multi-turn search agents are lengthy and complex. For example, the retrieved set of documents in each turn would inevitably introduce irrelevant information that distracts LLMs, referring to \\textit{context interference}, potentially hindering the reliability and efficiency of search agents. Therefore, we conduct a systematic study on context interference in multi-turn search agents, focusing on investigating i) ","authors_text":"Aldo Lipani, Bin Wu, Boyang Xue, Emine Yilmaz, Hongru Wang, Jeff Z. Pan, Kam-Fai Wong, Rui Wang, Sheng Wang, Shuofei Qiao, Yiming Du","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-11T10:00:42Z","title":"Mitigating Context Interference for Reliable and Efficient Search Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10743","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":"sha256:464f3b93c8ce061c18db07620b7d76f043b34988613ee508a0765d7a18bb7d23","target":"record","created_at":"2026-08-12T01:23:10Z","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":"9ce4a9de45793a225284c8be4174837a99a46133096bb108b4d967b38ea3a5c1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-11T10:00:42Z","title_canon_sha256":"6078d17e6429407feaa80dbf4596ba42e3f39099b7840aa8d6330ebdd99ea779"},"schema_version":"1.0","source":{"id":"2608.10743","kind":"arxiv","version":1}},"canonical_sha256":"ad0191d02c260bdb5eb0ebc89f75b9daee61816940a641df4584f1932a4a0851","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ad0191d02c260bdb5eb0ebc89f75b9daee61816940a641df4584f1932a4a0851","first_computed_at":"2026-08-12T01:23:10.623410Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-12T01:23:10.623410Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"a0zXM56ZmX1G1fonDOFZOT8h2c1W6EmC7Nvpj/GWD62OsceHTiiqHkLr70l/kvtWTOd1uxlbC84jHoZ/zyOODA==","signature_status":"signed_v1","signed_at":"2026-08-12T01:23:10.625181Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.10743","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:464f3b93c8ce061c18db07620b7d76f043b34988613ee508a0765d7a18bb7d23","sha256:e2f9d76100bbb6d0851d5a8725bb179c810e1de780f130824547ada478c4c598"],"state_sha256":"f2ae7de28fa8007546ea0aecad7142a1e64209a51cd1bb11dc53cbd954da7768"}