{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:P7UFJOUTYD5SNWPXFTS5TFAGLD","short_pith_number":"pith:P7UFJOUT","canonical_record":{"source":{"id":"2502.04751","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-02-07T08:36:39Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"b94a9818f39aacf4bcc79e9db687c4e6a4b8bcdc6840c1d453c3945aa5ca2f40","abstract_canon_sha256":"3a0a21cbc7144bc5a439fcc3b5b99c1c0072877903dfd3726deda1bc858de2f2"},"schema_version":"1.0"},"canonical_sha256":"7fe854ba93c0fb26d9f72ce5d9940658ff10acf99f3a01332ef818ea21b9b7f9","source":{"kind":"arxiv","id":"2502.04751","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.04751","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"arxiv_version","alias_value":"2502.04751v1","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.04751","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_12","alias_value":"P7UFJOUTYD5S","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_16","alias_value":"P7UFJOUTYD5SNWPX","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_8","alias_value":"P7UFJOUT","created_at":"2026-07-05T10:10:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:P7UFJOUTYD5SNWPXFTS5TFAGLD","target":"record","payload":{"canonical_record":{"source":{"id":"2502.04751","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-02-07T08:36:39Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"b94a9818f39aacf4bcc79e9db687c4e6a4b8bcdc6840c1d453c3945aa5ca2f40","abstract_canon_sha256":"3a0a21cbc7144bc5a439fcc3b5b99c1c0072877903dfd3726deda1bc858de2f2"},"schema_version":"1.0"},"canonical_sha256":"7fe854ba93c0fb26d9f72ce5d9940658ff10acf99f3a01332ef818ea21b9b7f9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:10:56.691653Z","signature_b64":"Sdc1bllzofrAYa5kWZot9YR/d97nU4a6PRaRbfUkJa1kfAnbyjdjwwQuncpCxqXHaGSZXR7AEDFAgd0dA/RHAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7fe854ba93c0fb26d9f72ce5d9940658ff10acf99f3a01332ef818ea21b9b7f9","last_reissued_at":"2026-07-05T10:10:56.691112Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:10:56.691112Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.04751","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:10:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5KLo47ZqH5owsM6pR2tWNfnNSSQRkn0O/Nf2nbNB7mjEmn90654QnxpFliVbzhXZT4hMq4J4iuEZqH3Qz/KQAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T19:31:53.886652Z"},"content_sha256":"6805081ee1bf827a5567c811231b072c36376c05e9599368451e558ca9f85a6b","schema_version":"1.0","event_id":"sha256:6805081ee1bf827a5567c811231b072c36376c05e9599368451e558ca9f85a6b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:P7UFJOUTYD5SNWPXFTS5TFAGLD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.IR","authors_text":"Jinhao Jiang, Junyi Li, Ruiyang Ren, Tat-Seng Chua, Wayne Xin Zhao, Wenjie Wang, Yuhao Wang","submitted_at":"2025-02-07T08:36:39Z","abstract_excerpt":"In the era of vast digital information, the sheer volume and heterogeneity of available information present significant challenges for intricate information seeking. Users frequently face multistep web search tasks that involve navigating vast and varied data sources. This complexity demands every step remains comprehensive, accurate, and relevant. However, traditional search methods often struggle to balance the need for localized precision with the broader context required for holistic understanding, leaving critical facets of intricate queries underexplored. In this paper, we introduce an L"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.04751","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2502.04751/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:10:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Xz34ztIdGakWomX8UVuawiCssXcV1iDU9gSDpvse4Q/AO9bjq/SMmSieLdK/3nYawqi+5whDflJ3hWRsl6HEBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T19:31:53.887035Z"},"content_sha256":"c66bdf5760579e4a1d96e9a0c9838a0ff72bf3eb05e89b854ce67819bf807907","schema_version":"1.0","event_id":"sha256:c66bdf5760579e4a1d96e9a0c9838a0ff72bf3eb05e89b854ce67819bf807907"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/bundle.json","state_url":"https://pith.science/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-06T19:31:53Z","links":{"resolver":"https://pith.science/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD","bundle":"https://pith.science/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/bundle.json","state":"https://pith.science/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/P7UFJOUTYD5SNWPXFTS5TFAGLD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:P7UFJOUTYD5SNWPXFTS5TFAGLD","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":"3a0a21cbc7144bc5a439fcc3b5b99c1c0072877903dfd3726deda1bc858de2f2","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-02-07T08:36:39Z","title_canon_sha256":"b94a9818f39aacf4bcc79e9db687c4e6a4b8bcdc6840c1d453c3945aa5ca2f40"},"schema_version":"1.0","source":{"id":"2502.04751","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.04751","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"arxiv_version","alias_value":"2502.04751v1","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.04751","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_12","alias_value":"P7UFJOUTYD5S","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_16","alias_value":"P7UFJOUTYD5SNWPX","created_at":"2026-07-05T10:10:56Z"},{"alias_kind":"pith_short_8","alias_value":"P7UFJOUT","created_at":"2026-07-05T10:10:56Z"}],"graph_snapshots":[{"event_id":"sha256:c66bdf5760579e4a1d96e9a0c9838a0ff72bf3eb05e89b854ce67819bf807907","target":"graph","created_at":"2026-07-05T10:10:56Z","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/2502.04751/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the era of vast digital information, the sheer volume and heterogeneity of available information present significant challenges for intricate information seeking. Users frequently face multistep web search tasks that involve navigating vast and varied data sources. This complexity demands every step remains comprehensive, accurate, and relevant. However, traditional search methods often struggle to balance the need for localized precision with the broader context required for holistic understanding, leaving critical facets of intricate queries underexplored. In this paper, we introduce an L","authors_text":"Jinhao Jiang, Junyi Li, Ruiyang Ren, Tat-Seng Chua, Wayne Xin Zhao, Wenjie Wang, Yuhao Wang","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-02-07T08:36:39Z","title":"Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.04751","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":"sha256:6805081ee1bf827a5567c811231b072c36376c05e9599368451e558ca9f85a6b","target":"record","created_at":"2026-07-05T10:10:56Z","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":"3a0a21cbc7144bc5a439fcc3b5b99c1c0072877903dfd3726deda1bc858de2f2","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2025-02-07T08:36:39Z","title_canon_sha256":"b94a9818f39aacf4bcc79e9db687c4e6a4b8bcdc6840c1d453c3945aa5ca2f40"},"schema_version":"1.0","source":{"id":"2502.04751","kind":"arxiv","version":1}},"canonical_sha256":"7fe854ba93c0fb26d9f72ce5d9940658ff10acf99f3a01332ef818ea21b9b7f9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7fe854ba93c0fb26d9f72ce5d9940658ff10acf99f3a01332ef818ea21b9b7f9","first_computed_at":"2026-07-05T10:10:56.691112Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:10:56.691112Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Sdc1bllzofrAYa5kWZot9YR/d97nU4a6PRaRbfUkJa1kfAnbyjdjwwQuncpCxqXHaGSZXR7AEDFAgd0dA/RHAw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:10:56.691653Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.04751","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6805081ee1bf827a5567c811231b072c36376c05e9599368451e558ca9f85a6b","sha256:c66bdf5760579e4a1d96e9a0c9838a0ff72bf3eb05e89b854ce67819bf807907"],"state_sha256":"b5a142bde43fe1a9c0a725f6d391b9c82bc2b85cec5ea1e291ed2951bd1825a0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s9wGjAEEb3OHmHafNccw7wRPidcZ9VSG5J7YJh69qZ910LCTgBwEwrmArzzE1zgZ3sdWkttGaQt4fwEVF4tNAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T19:31:53.888948Z","bundle_sha256":"5a756ff5f0bbcc8b187a025149051339072fbd1c836978263111677e7a00b7aa"}}