{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:GM6OY5K7ES5VHYF7ZBADC4UOUT","short_pith_number":"pith:GM6OY5K7","canonical_record":{"source":{"id":"2608.10290","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-08-10T22:50:27Z","cross_cats_sorted":["cs.AI","cs.HC","cs.PL"],"title_canon_sha256":"9b079b58e1fb21ee7d15fed803f16a86d3866c0b662f1fa01b40aba26bcf0e4f","abstract_canon_sha256":"11bedfa355064418d5187577b72743075a7f40d0ccab3396323b74bf62523321"},"schema_version":"1.0"},"canonical_sha256":"333cec755f24bb53e0bfc84031728ea4eb71fd2bf3a20d744dde02e37b790934","source":{"kind":"arxiv","id":"2608.10290","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.10290","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"arxiv_version","alias_value":"2608.10290v1","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10290","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_12","alias_value":"GM6OY5K7ES5V","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_16","alias_value":"GM6OY5K7ES5VHYF7","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_8","alias_value":"GM6OY5K7","created_at":"2026-08-12T00:23:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:GM6OY5K7ES5VHYF7ZBADC4UOUT","target":"record","payload":{"canonical_record":{"source":{"id":"2608.10290","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-08-10T22:50:27Z","cross_cats_sorted":["cs.AI","cs.HC","cs.PL"],"title_canon_sha256":"9b079b58e1fb21ee7d15fed803f16a86d3866c0b662f1fa01b40aba26bcf0e4f","abstract_canon_sha256":"11bedfa355064418d5187577b72743075a7f40d0ccab3396323b74bf62523321"},"schema_version":"1.0"},"canonical_sha256":"333cec755f24bb53e0bfc84031728ea4eb71fd2bf3a20d744dde02e37b790934","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-12T00:23:47.146931Z","signature_b64":"vd67kI8zjPxPI/nGK37ofC21UYelKu4tE9KBBkGkvbWaxvpfcItaf/eBx7wCA25LGgSbBg09H3IWnMbpRjYNAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"333cec755f24bb53e0bfc84031728ea4eb71fd2bf3a20d744dde02e37b790934","last_reissued_at":"2026-08-12T00:23:47.144902Z","signature_status":"signed_v1","first_computed_at":"2026-08-12T00:23:47.144902Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.10290","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":"2026-08-12T00:23:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DuZg88FGBg8Q54C26z8Vae/6TMBNLsptFd1gsAcoJRPK6bUep/BQ5Xov9wc7KqUUUzIxX/sPn54jGuIOCemGDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T12:21:58.227735Z"},"content_sha256":"71b89024c96ddbe3ec642fb0b33a2a58823b38987f58e59ad7b7f96619a888a2","schema_version":"1.0","event_id":"sha256:71b89024c96ddbe3ec642fb0b33a2a58823b38987f58e59ad7b7f96619a888a2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:GM6OY5K7ES5VHYF7ZBADC4UOUT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Comprendia: AI-Augmented Code Comprehension","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.HC","cs.PL"],"primary_cat":"cs.SE","authors_text":"Costain Nachuma, Minhaz F. Zibran","submitted_at":"2026-08-10T22:50:27Z","abstract_excerpt":"Comprendia is an Eclipse plugin that integrates structural dependency visualization with LLM-powered code explanation on a shared interactive graph for Java program comprehension. The tool rests on four pillars: (1) a multi-edge-type dependency graph with live search and multiple layouts; (2) LLM explanations grounded in Graph-Aware Callee Pruning (GACP), an auditable strategy that selects relevant callees using the same graph the developer navigates; (3) a clone-detection overlay that highlights duplication and suggests extract-to-parent refactoring opportunities; and (4) a CVE risk overlay p"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10290","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/2608.10290/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":"2026-08-12T00:23:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rwkFHt5VBWxhG0Z/7ZI9L4UL/aavB/wMrDt8/ppjdRQtKEOwAIHL6UDJbgXAe0Hty8v/qTeta8r0qm+jDUABBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T12:21:58.228129Z"},"content_sha256":"bbba292fb6a3f39ca617931ff1a2ce636fd8d73a1a183fd7e10b2227b3df6611","schema_version":"1.0","event_id":"sha256:bbba292fb6a3f39ca617931ff1a2ce636fd8d73a1a183fd7e10b2227b3df6611"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:GM6OY5K7ES5VHYF7ZBADC4UOUT","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.5281/zenodo.20436759) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"C. Nachuma and M. F. Zibran, “Comprendia: AI-Augmented Code Com- prehension (ICSME 2026 Artifact),” https://doi.org/10.5281/zenodo. 20436759, 2026","arxiv_id":"2608.10290","detector":"doi_compliance","evidence":{"ref_index":26,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.5281/zenodo","reconstructed_doi":"10.5281/zenodo.20436759"},"severity":"advisory","ref_index":26,"audited_at":"2026-08-14T04:18:31.171734Z","event_type":"pith.integrity.v1","detected_doi":"10.5281/zenodo.20436759","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"4a1fc49c82230fbee6e85c2b711f87ca57e03782b76fca97df5eb0d45eb426da","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":19428,"payload_sha256":"19256aa4e3150f23355ffb79b7cae7c8e82449dd5f0b25fe986a63f8efa88873","signature_b64":"w3mEVviXQd7080DBjVA4AGfEBSakoVkdFv9WRBlWA4fAYmpLiA6zyqsRCXr9+Qw3VX80I2V/IvB+DPlgizc3Dw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-14T04:18:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"h0l0dSx+p2HNyg3HRKwR8vXzCqMN/aOkMVDmd2IIEYd3nQcLDfSHfdKqrONrKwrnoTV01dan+QgzLRBo8V9OAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T12:21:58.229681Z"},"content_sha256":"5ed9ac776e1fdc01c2effc68886f9e8c4848996408d7d26585d6f5984622cda1","schema_version":"1.0","event_id":"sha256:5ed9ac776e1fdc01c2effc68886f9e8c4848996408d7d26585d6f5984622cda1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/bundle.json","state_url":"https://pith.science/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/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":"2026-08-17T12:21:58Z","links":{"resolver":"https://pith.science/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT","bundle":"https://pith.science/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/bundle.json","state":"https://pith.science/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/GM6OY5K7ES5VHYF7ZBADC4UOUT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:GM6OY5K7ES5VHYF7ZBADC4UOUT","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"11bedfa355064418d5187577b72743075a7f40d0ccab3396323b74bf62523321","cross_cats_sorted":["cs.AI","cs.HC","cs.PL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-08-10T22:50:27Z","title_canon_sha256":"9b079b58e1fb21ee7d15fed803f16a86d3866c0b662f1fa01b40aba26bcf0e4f"},"schema_version":"1.0","source":{"id":"2608.10290","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.10290","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"arxiv_version","alias_value":"2608.10290v1","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10290","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_12","alias_value":"GM6OY5K7ES5V","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_16","alias_value":"GM6OY5K7ES5VHYF7","created_at":"2026-08-12T00:23:47Z"},{"alias_kind":"pith_short_8","alias_value":"GM6OY5K7","created_at":"2026-08-12T00:23:47Z"}],"graph_snapshots":[{"event_id":"sha256:bbba292fb6a3f39ca617931ff1a2ce636fd8d73a1a183fd7e10b2227b3df6611","target":"graph","created_at":"2026-08-12T00:23:47Z","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/2608.10290/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Comprendia is an Eclipse plugin that integrates structural dependency visualization with LLM-powered code explanation on a shared interactive graph for Java program comprehension. The tool rests on four pillars: (1) a multi-edge-type dependency graph with live search and multiple layouts; (2) LLM explanations grounded in Graph-Aware Callee Pruning (GACP), an auditable strategy that selects relevant callees using the same graph the developer navigates; (3) a clone-detection overlay that highlights duplication and suggests extract-to-parent refactoring opportunities; and (4) a CVE risk overlay p","authors_text":"Costain Nachuma, Minhaz F. Zibran","cross_cats":["cs.AI","cs.HC","cs.PL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-08-10T22:50:27Z","title":"Comprendia: AI-Augmented Code Comprehension"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10290","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":"sha256:71b89024c96ddbe3ec642fb0b33a2a58823b38987f58e59ad7b7f96619a888a2","target":"record","created_at":"2026-08-12T00:23:47Z","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":"11bedfa355064418d5187577b72743075a7f40d0ccab3396323b74bf62523321","cross_cats_sorted":["cs.AI","cs.HC","cs.PL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-08-10T22:50:27Z","title_canon_sha256":"9b079b58e1fb21ee7d15fed803f16a86d3866c0b662f1fa01b40aba26bcf0e4f"},"schema_version":"1.0","source":{"id":"2608.10290","kind":"arxiv","version":1}},"canonical_sha256":"333cec755f24bb53e0bfc84031728ea4eb71fd2bf3a20d744dde02e37b790934","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"333cec755f24bb53e0bfc84031728ea4eb71fd2bf3a20d744dde02e37b790934","first_computed_at":"2026-08-12T00:23:47.144902Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-12T00:23:47.144902Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vd67kI8zjPxPI/nGK37ofC21UYelKu4tE9KBBkGkvbWaxvpfcItaf/eBx7wCA25LGgSbBg09H3IWnMbpRjYNAg==","signature_status":"signed_v1","signed_at":"2026-08-12T00:23:47.146931Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.10290","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:71b89024c96ddbe3ec642fb0b33a2a58823b38987f58e59ad7b7f96619a888a2","sha256:bbba292fb6a3f39ca617931ff1a2ce636fd8d73a1a183fd7e10b2227b3df6611","sha256:5ed9ac776e1fdc01c2effc68886f9e8c4848996408d7d26585d6f5984622cda1"],"state_sha256":"443c96a442294f43c15c1fe52266dd150dc3411fa3db1896352849380573c2be"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oyZNc5tw/AYOGhYKh1hAaLrCl0djpRMen8aiGsaLYa0bT8poqS0hwdGRIzx0m90l1krirLU1D6M43pGx8I4GCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T12:21:58.231366Z","bundle_sha256":"48074496f3b562694d61fe14647eacb48c2b1392ff5f9f0fd63c50c319a7809a"}}