{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:VKATFW6SDAPQ6PN4SMZMJIB3V7","short_pith_number":"pith:VKATFW6S","canonical_record":{"source":{"id":"2502.01573","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-02-03T17:55:50Z","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"title_canon_sha256":"8a46c2e3662af8db89eaec91bee060609e14bc0273b43ec99659cabc2c45b2b6","abstract_canon_sha256":"b2af291851322397eca5d33cf85abf2913af5557928e29193bdae2e514f9b7d0"},"schema_version":"1.0"},"canonical_sha256":"aa8132dbd2181f0f3dbc9332c4a03bafc2f37bd86b3efe83a4483bd414b13c1f","source":{"kind":"arxiv","id":"2502.01573","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01573","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01573v1","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01573","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_12","alias_value":"VKATFW6SDAPQ","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_16","alias_value":"VKATFW6SDAPQ6PN4","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_8","alias_value":"VKATFW6S","created_at":"2026-07-05T11:26:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:VKATFW6SDAPQ6PN4SMZMJIB3V7","target":"record","payload":{"canonical_record":{"source":{"id":"2502.01573","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-02-03T17:55:50Z","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"title_canon_sha256":"8a46c2e3662af8db89eaec91bee060609e14bc0273b43ec99659cabc2c45b2b6","abstract_canon_sha256":"b2af291851322397eca5d33cf85abf2913af5557928e29193bdae2e514f9b7d0"},"schema_version":"1.0"},"canonical_sha256":"aa8132dbd2181f0f3dbc9332c4a03bafc2f37bd86b3efe83a4483bd414b13c1f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:26:47.347877Z","signature_b64":"FJZZd8hn0xVdCdAM4sWWUyE5+a5WIipIRNyXoM2e+/s2L2nHeWZmQFbbEd6PZZWoOH/9sIxddpvoufP37hxQDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"aa8132dbd2181f0f3dbc9332c4a03bafc2f37bd86b3efe83a4483bd414b13c1f","last_reissued_at":"2026-07-05T11:26:47.347373Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:26:47.347373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.01573","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":"2026-07-05T11:26:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"a/+8l2yZHv1N72M8qkCSHKb/hk+c0bxWLyYT6ao0kA8UbZnNsWItM/9chobglfqnYX/oWz4L/QLiCjwi7aZ/Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:09:38.034578Z"},"content_sha256":"3b6d8dc78ce2d8bae8454e5cf2aed40ac10319f8b2a89caeca9c12978c0bc254","schema_version":"1.0","event_id":"sha256:3b6d8dc78ce2d8bae8454e5cf2aed40ac10319f8b2a89caeca9c12978c0bc254"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:VKATFW6SDAPQ6PN4SMZMJIB3V7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Next Steps in LLM-Supported Java Verification","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.LG","cs.LO"],"primary_cat":"cs.SE","authors_text":"Bernhard Beckert, Samuel Teuber","submitted_at":"2025-02-03T17:55:50Z","abstract_excerpt":"Recent work has shown that Large Language Models (LLMs) are not only a suitable tool for code generation but also capable of generating annotation-based code specifications. Scaling these methodologies may allow us to deduce provable correctness guarantees for large-scale software systems. In comparison to other LLM tasks, the application field of deductive verification has the notable advantage of providing a rigorous toolset to check LLM-generated solutions. This short paper provides early results on how this rigorous toolset can be used to reliably elicit correct specification annotations f"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01573","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/2502.01573/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":"2026-07-05T11:26:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9CCr8z+n5XYKLQGF2sZdKc6tn4oYV1MYpTI1N2C7NL6hb98W5C7DOgK0ZroqBQOfCATttxaWzXvMtahPUNffDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:09:38.035192Z"},"content_sha256":"316f62f847e7144df91ac4a9a757fc818dc890361ba97cad5c1049919eb85bad","schema_version":"1.0","event_id":"sha256:316f62f847e7144df91ac4a9a757fc818dc890361ba97cad5c1049919eb85bad"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/bundle.json","state_url":"https://pith.science/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/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":"2026-08-09T10:09:38Z","links":{"resolver":"https://pith.science/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7","bundle":"https://pith.science/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/bundle.json","state":"https://pith.science/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VKATFW6SDAPQ6PN4SMZMJIB3V7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:VKATFW6SDAPQ6PN4SMZMJIB3V7","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":"b2af291851322397eca5d33cf85abf2913af5557928e29193bdae2e514f9b7d0","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-02-03T17:55:50Z","title_canon_sha256":"8a46c2e3662af8db89eaec91bee060609e14bc0273b43ec99659cabc2c45b2b6"},"schema_version":"1.0","source":{"id":"2502.01573","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01573","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01573v1","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01573","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_12","alias_value":"VKATFW6SDAPQ","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_16","alias_value":"VKATFW6SDAPQ6PN4","created_at":"2026-07-05T11:26:47Z"},{"alias_kind":"pith_short_8","alias_value":"VKATFW6S","created_at":"2026-07-05T11:26:47Z"}],"graph_snapshots":[{"event_id":"sha256:316f62f847e7144df91ac4a9a757fc818dc890361ba97cad5c1049919eb85bad","target":"graph","created_at":"2026-07-05T11:26:47Z","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/2502.01573/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent work has shown that Large Language Models (LLMs) are not only a suitable tool for code generation but also capable of generating annotation-based code specifications. Scaling these methodologies may allow us to deduce provable correctness guarantees for large-scale software systems. In comparison to other LLM tasks, the application field of deductive verification has the notable advantage of providing a rigorous toolset to check LLM-generated solutions. This short paper provides early results on how this rigorous toolset can be used to reliably elicit correct specification annotations f","authors_text":"Bernhard Beckert, Samuel Teuber","cross_cats":["cs.AI","cs.LG","cs.LO"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-02-03T17:55:50Z","title":"Next Steps in LLM-Supported Java Verification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01573","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":"sha256:3b6d8dc78ce2d8bae8454e5cf2aed40ac10319f8b2a89caeca9c12978c0bc254","target":"record","created_at":"2026-07-05T11:26:47Z","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":"b2af291851322397eca5d33cf85abf2913af5557928e29193bdae2e514f9b7d0","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-02-03T17:55:50Z","title_canon_sha256":"8a46c2e3662af8db89eaec91bee060609e14bc0273b43ec99659cabc2c45b2b6"},"schema_version":"1.0","source":{"id":"2502.01573","kind":"arxiv","version":1}},"canonical_sha256":"aa8132dbd2181f0f3dbc9332c4a03bafc2f37bd86b3efe83a4483bd414b13c1f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"aa8132dbd2181f0f3dbc9332c4a03bafc2f37bd86b3efe83a4483bd414b13c1f","first_computed_at":"2026-07-05T11:26:47.347373Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:26:47.347373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FJZZd8hn0xVdCdAM4sWWUyE5+a5WIipIRNyXoM2e+/s2L2nHeWZmQFbbEd6PZZWoOH/9sIxddpvoufP37hxQDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:26:47.347877Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.01573","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3b6d8dc78ce2d8bae8454e5cf2aed40ac10319f8b2a89caeca9c12978c0bc254","sha256:316f62f847e7144df91ac4a9a757fc818dc890361ba97cad5c1049919eb85bad"],"state_sha256":"f933bbd329c2456cde49f309bbc0a1379892e50394a682c76ece72a3a5b818bd"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"euo76aQE6SthbqSQHBtUtICfqaBvEMUAZqcPy/Bny6wwUKM7yML5I8vpQYLrNztylHsx+IG89wJtXswmP+gLAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T10:09:38.040832Z","bundle_sha256":"4ec564a960151e57628188f49519c2247821bd4ec72e1e70a4975cdde0d01143"}}