{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:3CPNPUXFYJCM2KDZTOAQZDB5XW","short_pith_number":"pith:3CPNPUXF","canonical_record":{"source":{"id":"2505.20296","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-26T17:59:53Z","cross_cats_sorted":["cs.AI","cs.LG","cs.MM"],"title_canon_sha256":"341c2ccaff49df6daadd64ec29da178b0f722b92d76a56ba3553a994c0a9e575","abstract_canon_sha256":"1e35b22871d15657d5e7f9a1e1743208495f4f6eafc7e2c0b7d7937d5dc79395"},"schema_version":"1.0"},"canonical_sha256":"d89ed7d2e5c244cd28799b810c8c3dbd8dc70776628a490b91535f83e56fa807","source":{"kind":"arxiv","id":"2505.20296","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.20296","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"arxiv_version","alias_value":"2505.20296v1","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.20296","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_12","alias_value":"3CPNPUXFYJCM","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_16","alias_value":"3CPNPUXFYJCM2KDZ","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_8","alias_value":"3CPNPUXF","created_at":"2026-07-05T11:09:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:3CPNPUXFYJCM2KDZTOAQZDB5XW","target":"record","payload":{"canonical_record":{"source":{"id":"2505.20296","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-26T17:59:53Z","cross_cats_sorted":["cs.AI","cs.LG","cs.MM"],"title_canon_sha256":"341c2ccaff49df6daadd64ec29da178b0f722b92d76a56ba3553a994c0a9e575","abstract_canon_sha256":"1e35b22871d15657d5e7f9a1e1743208495f4f6eafc7e2c0b7d7937d5dc79395"},"schema_version":"1.0"},"canonical_sha256":"d89ed7d2e5c244cd28799b810c8c3dbd8dc70776628a490b91535f83e56fa807","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:09:55.891410Z","signature_b64":"3hM61j/gEoGn0rJjDfoPaCX5XgXV2zonN4cZ8WwqIH53WzPWEv6UztDSSQpQebkFVrV9Dg//lG7O02s770G7DQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d89ed7d2e5c244cd28799b810c8c3dbd8dc70776628a490b91535f83e56fa807","last_reissued_at":"2026-07-05T11:09:55.890740Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:09:55.890740Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.20296","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":"2026-07-05T11:09:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Yfwd3DHZtJukmK+acLUB6UF3FgdfHC9+PtVp00CJFFECmFOe8IjBACZVrLh93aJlW1fYWR75SvGhT/JS/zksBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T21:21:20.560494Z"},"content_sha256":"3bfd39add8bf3156b7944a79b8bbcac653deee426c3c2a1a833330eaf0f45ba4","schema_version":"1.0","event_id":"sha256:3bfd39add8bf3156b7944a79b8bbcac653deee426c3c2a1a833330eaf0f45ba4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:3CPNPUXFYJCM2KDZTOAQZDB5XW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Reasoning LLMs are Wandering Solution Explorers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.LG","cs.MM"],"primary_cat":"cs.CL","authors_text":"Jiahao Lu, Mohan Kankanhalli, Ziwei Xu","submitted_at":"2025-05-26T17:59:53Z","abstract_excerpt":"Large Language Models (LLMs) have demonstrated impressive reasoning abilities through test-time computation (TTC) techniques such as chain-of-thought prompting and tree-based reasoning. However, we argue that current reasoning LLMs (RLLMs) lack the ability to systematically explore the solution space. This paper formalizes what constitutes systematic problem solving and identifies common failure modes that reveal reasoning LLMs to be wanderers rather than systematic explorers. Through qualitative and quantitative analysis across multiple state-of-the-art LLMs, we uncover persistent issues: inv"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.20296","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/2505.20296/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":"2026-07-05T11:09:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YylJRKiR6uFVii2Sx02rKKEXrFpokxq1BXiwoB1pHS7HrK5+4BkMVsAmA4t1muAXD5/nsFocF9A56OojCXb/Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T21:21:20.561073Z"},"content_sha256":"7cf1d3ca1b249a3954c66f23ee5b269a54aa81bb2e497b3f4891a34e8b55234e","schema_version":"1.0","event_id":"sha256:7cf1d3ca1b249a3954c66f23ee5b269a54aa81bb2e497b3f4891a34e8b55234e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/bundle.json","state_url":"https://pith.science/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/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":"2026-08-09T21:21:20Z","links":{"resolver":"https://pith.science/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW","bundle":"https://pith.science/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/bundle.json","state":"https://pith.science/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3CPNPUXFYJCM2KDZTOAQZDB5XW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3CPNPUXFYJCM2KDZTOAQZDB5XW","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":"1e35b22871d15657d5e7f9a1e1743208495f4f6eafc7e2c0b7d7937d5dc79395","cross_cats_sorted":["cs.AI","cs.LG","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-26T17:59:53Z","title_canon_sha256":"341c2ccaff49df6daadd64ec29da178b0f722b92d76a56ba3553a994c0a9e575"},"schema_version":"1.0","source":{"id":"2505.20296","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.20296","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"arxiv_version","alias_value":"2505.20296v1","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.20296","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_12","alias_value":"3CPNPUXFYJCM","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_16","alias_value":"3CPNPUXFYJCM2KDZ","created_at":"2026-07-05T11:09:55Z"},{"alias_kind":"pith_short_8","alias_value":"3CPNPUXF","created_at":"2026-07-05T11:09:55Z"}],"graph_snapshots":[{"event_id":"sha256:7cf1d3ca1b249a3954c66f23ee5b269a54aa81bb2e497b3f4891a34e8b55234e","target":"graph","created_at":"2026-07-05T11:09:55Z","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/2505.20296/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) have demonstrated impressive reasoning abilities through test-time computation (TTC) techniques such as chain-of-thought prompting and tree-based reasoning. However, we argue that current reasoning LLMs (RLLMs) lack the ability to systematically explore the solution space. This paper formalizes what constitutes systematic problem solving and identifies common failure modes that reveal reasoning LLMs to be wanderers rather than systematic explorers. Through qualitative and quantitative analysis across multiple state-of-the-art LLMs, we uncover persistent issues: inv","authors_text":"Jiahao Lu, Mohan Kankanhalli, Ziwei Xu","cross_cats":["cs.AI","cs.LG","cs.MM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-26T17:59:53Z","title":"Reasoning LLMs are Wandering Solution Explorers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.20296","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":"sha256:3bfd39add8bf3156b7944a79b8bbcac653deee426c3c2a1a833330eaf0f45ba4","target":"record","created_at":"2026-07-05T11:09:55Z","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":"1e35b22871d15657d5e7f9a1e1743208495f4f6eafc7e2c0b7d7937d5dc79395","cross_cats_sorted":["cs.AI","cs.LG","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-26T17:59:53Z","title_canon_sha256":"341c2ccaff49df6daadd64ec29da178b0f722b92d76a56ba3553a994c0a9e575"},"schema_version":"1.0","source":{"id":"2505.20296","kind":"arxiv","version":1}},"canonical_sha256":"d89ed7d2e5c244cd28799b810c8c3dbd8dc70776628a490b91535f83e56fa807","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d89ed7d2e5c244cd28799b810c8c3dbd8dc70776628a490b91535f83e56fa807","first_computed_at":"2026-07-05T11:09:55.890740Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:09:55.890740Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3hM61j/gEoGn0rJjDfoPaCX5XgXV2zonN4cZ8WwqIH53WzPWEv6UztDSSQpQebkFVrV9Dg//lG7O02s770G7DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:09:55.891410Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.20296","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3bfd39add8bf3156b7944a79b8bbcac653deee426c3c2a1a833330eaf0f45ba4","sha256:7cf1d3ca1b249a3954c66f23ee5b269a54aa81bb2e497b3f4891a34e8b55234e"],"state_sha256":"5d4688d7f801d818cb1ea33d0bf24a8e7afadfae344e0c675f28a8f06fbe7a02"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/p270hUSAWOXFpAb4n5AePkefsMp/fa/u5AU0fVfsjsegnKSy/2DFTymxOaUScMm20LAUQeCklOFUVuX2J6WCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T21:21:20.566369Z","bundle_sha256":"1aabc8298ee11f6cd5ae464f4015010e0b75a0a841eb78087eb6e5194f53338c"}}