{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:R4DZSVMTR7FKL7OEBQGRPGSOIS","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":"3904ed76735b379d6cdebeeb1cc3809719cc4618dd3c8b7035ebd72f9e2d507f","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.PL","submitted_at":"2024-12-11T02:31:46Z","title_canon_sha256":"27e4ffe485a044353f411bc6a9cd1361a873db5ddb4c45db8f808360bc15f615"},"schema_version":"1.0","source":{"id":"2412.08035","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.08035","created_at":"2026-07-05T09:47:43Z"},{"alias_kind":"arxiv_version","alias_value":"2412.08035v1","created_at":"2026-07-05T09:47:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.08035","created_at":"2026-07-05T09:47:43Z"},{"alias_kind":"pith_short_12","alias_value":"R4DZSVMTR7FK","created_at":"2026-07-05T09:47:43Z"},{"alias_kind":"pith_short_16","alias_value":"R4DZSVMTR7FKL7OE","created_at":"2026-07-05T09:47:43Z"},{"alias_kind":"pith_short_8","alias_value":"R4DZSVMT","created_at":"2026-07-05T09:47:43Z"}],"graph_snapshots":[{"event_id":"sha256:f5d31dc23a4b6971e8788008c1a5e89346a9d605a8d4425272a4dc4657f8a8e7","target":"graph","created_at":"2026-07-05T09:47:43Z","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/2412.08035/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) show promise in code translation due to their ability to generate idiomatic code. However, a significant limitation when using LLMs for code translation is scalability: existing works have shown a drop in translation success rates for code exceeding around 100 lines. We overcome this limitation by developing a modular approach to translation, where we partition the code into small code fragments which can be translated independently and semantically validated (that is, checking I/O equivalence). When this approach is applied naively, we discover that LLMs are unrel","authors_text":"Brandon Paulsen, Cristina David, Daniel Kroening, Hanliang Zhang, Meng Wang","cross_cats":["cs.SE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.PL","submitted_at":"2024-12-11T02:31:46Z","title":"Scalable, Validated Code Translation of Entire Projects using Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.08035","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":"sha256:68a7e2623c38d3828b20df85c5a966749617fcb0036a0f90ec6bebaa85f43929","target":"record","created_at":"2026-07-05T09:47:43Z","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":"3904ed76735b379d6cdebeeb1cc3809719cc4618dd3c8b7035ebd72f9e2d507f","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.PL","submitted_at":"2024-12-11T02:31:46Z","title_canon_sha256":"27e4ffe485a044353f411bc6a9cd1361a873db5ddb4c45db8f808360bc15f615"},"schema_version":"1.0","source":{"id":"2412.08035","kind":"arxiv","version":1}},"canonical_sha256":"8f079955938fcaa5fdc40c0d179a4e44b39491233587675deb6192a3be4cfc5c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8f079955938fcaa5fdc40c0d179a4e44b39491233587675deb6192a3be4cfc5c","first_computed_at":"2026-07-05T09:47:43.441187Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:47:43.441187Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VJ45ajSa5s7Cl44dXNwZDjByjnBzOlAwokdtI0pmEHGTRyv3aE3OzZK6yTdo2FrOVqoX7F374tAWhNajvDeECA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:47:43.441586Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.08035","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:68a7e2623c38d3828b20df85c5a966749617fcb0036a0f90ec6bebaa85f43929","sha256:f5d31dc23a4b6971e8788008c1a5e89346a9d605a8d4425272a4dc4657f8a8e7"],"state_sha256":"86d71ec55b0637399d2e4a8eb16157349180ae798e26443942c965947f1bb989"}