{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SVTFN2E2LUPQKFNOSAI224QLI2","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":"8f8dc4dcd41ee2a8a478df617adf83ac2a5cfe5bb4a8b793d8fce8989bb974b4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-18T13:31:24Z","title_canon_sha256":"b75f069dd228c5501d6bb216f5ab9b59754e82dc5f3d3466c163ba70163b0782"},"schema_version":"1.0","source":{"id":"2401.09967","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.09967","created_at":"2026-07-05T08:46:20Z"},{"alias_kind":"arxiv_version","alias_value":"2401.09967v4","created_at":"2026-07-05T08:46:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.09967","created_at":"2026-07-05T08:46:20Z"},{"alias_kind":"pith_short_12","alias_value":"SVTFN2E2LUPQ","created_at":"2026-07-05T08:46:20Z"},{"alias_kind":"pith_short_16","alias_value":"SVTFN2E2LUPQKFNO","created_at":"2026-07-05T08:46:20Z"},{"alias_kind":"pith_short_8","alias_value":"SVTFN2E2","created_at":"2026-07-05T08:46:20Z"}],"graph_snapshots":[{"event_id":"sha256:49c22381348b0ae08aaeaff42dd6bc7ee37f3df1c266ffa7047eddbb73475bfa","target":"graph","created_at":"2026-07-05T08:46:20Z","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/2401.09967/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Constrained decoding, a technique for enforcing constraints on language model outputs, offers a way to control text generation without retraining or architectural modifications. Its application is, however, typically restricted to models that give users access to next-token distributions (usually via softmax logits), which poses a limitation with blackbox large language models (LLMs). This paper introduces sketch-guided constrained decoding (SGCD), a novel approach to constrained decoding for blackbox LLMs, which operates without access to the logits of the blackbox LLM. SGCD utilizes a locall","authors_text":"Berkay D\\\"oner, Chris Wendler, Martin Josifoski, Robert West, Saibo Geng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-18T13:31:24Z","title":"Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.09967","kind":"arxiv","version":4},"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":"sha256:6a8522e480bd5ac61b82f92cda954a7cf3f6006f62797978c8e382631da95df0","target":"record","created_at":"2026-07-05T08:46:20Z","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":"8f8dc4dcd41ee2a8a478df617adf83ac2a5cfe5bb4a8b793d8fce8989bb974b4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-01-18T13:31:24Z","title_canon_sha256":"b75f069dd228c5501d6bb216f5ab9b59754e82dc5f3d3466c163ba70163b0782"},"schema_version":"1.0","source":{"id":"2401.09967","kind":"arxiv","version":4}},"canonical_sha256":"956656e89a5d1f0515ae9011ad720b46a8eec9e2c0a539313245525fc4e9b433","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"956656e89a5d1f0515ae9011ad720b46a8eec9e2c0a539313245525fc4e9b433","first_computed_at":"2026-07-05T08:46:20.814026Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:46:20.814026Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RSYzVju3PJsVowKq1+MHdDeCFPOR6qbT+vdhMZRkFPMMmUtFdxCk5worFIVD6IbQ4CBs52bTPx1D89Y9my6ODA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:46:20.814407Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.09967","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6a8522e480bd5ac61b82f92cda954a7cf3f6006f62797978c8e382631da95df0","sha256:49c22381348b0ae08aaeaff42dd6bc7ee37f3df1c266ffa7047eddbb73475bfa"],"state_sha256":"84ada2f4f53a6bccd4f6b4fd5c9007675c1d4893db1b986664ade7f248659cec"}