{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:CU4B3W4CVP5MJFHQKR3E67BZJH","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":"5177bc0d94e2d5c708c4568f1f83e9487ed8191e966e3c8e3ce8a273e35a8c00","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-28T08:26:54Z","title_canon_sha256":"47984a5e4c918678e1f0e75a835eaa4129253a8c0d63228778a2524c34c5b55f"},"schema_version":"1.0","source":{"id":"2405.17950","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.17950","created_at":"2026-07-05T08:24:13Z"},{"alias_kind":"arxiv_version","alias_value":"2405.17950v1","created_at":"2026-07-05T08:24:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.17950","created_at":"2026-07-05T08:24:13Z"},{"alias_kind":"pith_short_12","alias_value":"CU4B3W4CVP5M","created_at":"2026-07-05T08:24:13Z"},{"alias_kind":"pith_short_16","alias_value":"CU4B3W4CVP5MJFHQ","created_at":"2026-07-05T08:24:13Z"},{"alias_kind":"pith_short_8","alias_value":"CU4B3W4C","created_at":"2026-07-05T08:24:13Z"}],"graph_snapshots":[{"event_id":"sha256:55372b10a618152617bfd18e76f19f7f951a556a8c1498559f9c5c63a2ccb8e3","target":"graph","created_at":"2026-07-05T08:24:13Z","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/2405.17950/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) have become pivotal in addressing reasoning tasks across diverse domains, including arithmetic, commonsense, and symbolic reasoning. They utilize prompting techniques such as Exploration-of-Thought, Decomposition, and Refinement to effectively navigate and solve intricate tasks. Despite these advancements, the application of LLMs to Combinatorial Problems (CPs), known for their NP-hardness and critical roles in logistics and resource management remains underexplored. To address this gap, we introduce a novel prompting strategy: Self-Guiding Exploration (SGE), desig","authors_text":"Farkhad Akimov, Martin Takac, Yali Du, Zangir Iklassov","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-28T08:26:54Z","title":"Self-Guiding Exploration for Combinatorial Problems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.17950","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:d7188cf997a338b195736c4e2c4d7006dc5bbafdb2aeadefda1053804e5e5ff6","target":"record","created_at":"2026-07-05T08:24:13Z","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":"5177bc0d94e2d5c708c4568f1f83e9487ed8191e966e3c8e3ce8a273e35a8c00","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-05-28T08:26:54Z","title_canon_sha256":"47984a5e4c918678e1f0e75a835eaa4129253a8c0d63228778a2524c34c5b55f"},"schema_version":"1.0","source":{"id":"2405.17950","kind":"arxiv","version":1}},"canonical_sha256":"15381ddb82abfac494f054764f7c3949ce4be22eef9e0b2975fc9292cb445cdb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"15381ddb82abfac494f054764f7c3949ce4be22eef9e0b2975fc9292cb445cdb","first_computed_at":"2026-07-05T08:24:13.611851Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:24:13.611851Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lAhaVqH8m1BiMoLN/JXLYQ7AAqSRu5C8c6owsVZ5B1mCnavXU1pn/TdNNnQj0H8d6N/759lXW8s2o7z9bRAvCg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:24:13.612342Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.17950","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d7188cf997a338b195736c4e2c4d7006dc5bbafdb2aeadefda1053804e5e5ff6","sha256:55372b10a618152617bfd18e76f19f7f951a556a8c1498559f9c5c63a2ccb8e3"],"state_sha256":"0104dc68ea44afdd8fca663de7b4ada0918c1f73c0801c29f8e4f3ff88dff490"}