{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:7NWN36BHEAUTTWBY4MK7NTGYXC","short_pith_number":"pith:7NWN36BH","canonical_record":{"source":{"id":"2308.15637","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2023-08-29T21:13:18Z","cross_cats_sorted":["cs.CE"],"title_canon_sha256":"4b40fa0a657d9c67314e295078c86d6ba68385763505356505f2a9f9e58d5acc","abstract_canon_sha256":"5df2bdd0411985deeafe19c264d6eeaed561e54ccbebfa8ddc8ee7217ecdd044"},"schema_version":"1.0"},"canonical_sha256":"fb6cddf827202939d838e315f6ccd8b889b871aa2f4d41fab670aaf3a5a1ee52","source":{"kind":"arxiv","id":"2308.15637","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.15637","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"arxiv_version","alias_value":"2308.15637v2","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.15637","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_12","alias_value":"7NWN36BHEAUT","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_16","alias_value":"7NWN36BHEAUTTWBY","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_8","alias_value":"7NWN36BH","created_at":"2026-07-05T07:26:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:7NWN36BHEAUTTWBY4MK7NTGYXC","target":"record","payload":{"canonical_record":{"source":{"id":"2308.15637","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2023-08-29T21:13:18Z","cross_cats_sorted":["cs.CE"],"title_canon_sha256":"4b40fa0a657d9c67314e295078c86d6ba68385763505356505f2a9f9e58d5acc","abstract_canon_sha256":"5df2bdd0411985deeafe19c264d6eeaed561e54ccbebfa8ddc8ee7217ecdd044"},"schema_version":"1.0"},"canonical_sha256":"fb6cddf827202939d838e315f6ccd8b889b871aa2f4d41fab670aaf3a5a1ee52","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:26:16.756292Z","signature_b64":"hyYmWzMyrOnH9CHbNzRVhPO96sRzp/cspu7tGfoPHpk53li5O/icutkj6O3cMAEEqku4QfGMlSmNd59z03YODw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fb6cddf827202939d838e315f6ccd8b889b871aa2f4d41fab670aaf3a5a1ee52","last_reissued_at":"2026-07-05T07:26:16.755705Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:26:16.755705Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2308.15637","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:26:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"m22B0vN8cAeTsYl+uYSbT3W0h4kx536q0BE+OG5hUEsOUZd46ywGTF1KWve5SdNIQ3/D6Mf2i1w7sWV2NS/1Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T11:36:15.416446Z"},"content_sha256":"025028ae50065bc562b79b1d4057da0986146a6cdc61b0bcdd5bae11dd052be7","schema_version":"1.0","event_id":"sha256:025028ae50065bc562b79b1d4057da0986146a6cdc61b0bcdd5bae11dd052be7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:7NWN36BHEAUTTWBY4MK7NTGYXC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Managing Software Provenance to Enhance Reproducibility in Computational Research","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CE"],"primary_cat":"cs.SE","authors_text":"Akash Dhruv, Anshu Dubey","submitted_at":"2023-08-29T21:13:18Z","abstract_excerpt":"Scientific processes rely on software as an important tool for data acquisition, analysis, and discovery. Over the years sustainable software development practices have made progress in being considered as an integral component of research. However, management of computation-based scientific studies is often left to individual researchers who design their computational experiments based on personal preferences and the nature of the study. We believe that the quality, efficiency, and reproducibility of computation-based scientific research can be improved by explicitly creating an execution env"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.15637","kind":"arxiv","version":2},"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/2308.15637/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":"2026-07-05T07:26:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3ltxzqKPLAg3eStCLQzQFSYj0LtQuv1TSOelm3DZxNtf3lnQux23T1xRkl8B3x6Lu9RkM5yM20gRcCAr21b8AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T11:36:15.416817Z"},"content_sha256":"688fe817e6acd8abf5cbcacef7c3b89ea24888b478e78655cf9ee660ef6af7a9","schema_version":"1.0","event_id":"sha256:688fe817e6acd8abf5cbcacef7c3b89ea24888b478e78655cf9ee660ef6af7a9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/bundle.json","state_url":"https://pith.science/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/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":"2026-07-07T11:36:15Z","links":{"resolver":"https://pith.science/pith/7NWN36BHEAUTTWBY4MK7NTGYXC","bundle":"https://pith.science/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/bundle.json","state":"https://pith.science/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7NWN36BHEAUTTWBY4MK7NTGYXC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:7NWN36BHEAUTTWBY4MK7NTGYXC","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":"5df2bdd0411985deeafe19c264d6eeaed561e54ccbebfa8ddc8ee7217ecdd044","cross_cats_sorted":["cs.CE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2023-08-29T21:13:18Z","title_canon_sha256":"4b40fa0a657d9c67314e295078c86d6ba68385763505356505f2a9f9e58d5acc"},"schema_version":"1.0","source":{"id":"2308.15637","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.15637","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"arxiv_version","alias_value":"2308.15637v2","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.15637","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_12","alias_value":"7NWN36BHEAUT","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_16","alias_value":"7NWN36BHEAUTTWBY","created_at":"2026-07-05T07:26:16Z"},{"alias_kind":"pith_short_8","alias_value":"7NWN36BH","created_at":"2026-07-05T07:26:16Z"}],"graph_snapshots":[{"event_id":"sha256:688fe817e6acd8abf5cbcacef7c3b89ea24888b478e78655cf9ee660ef6af7a9","target":"graph","created_at":"2026-07-05T07:26:16Z","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/2308.15637/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Scientific processes rely on software as an important tool for data acquisition, analysis, and discovery. Over the years sustainable software development practices have made progress in being considered as an integral component of research. However, management of computation-based scientific studies is often left to individual researchers who design their computational experiments based on personal preferences and the nature of the study. We believe that the quality, efficiency, and reproducibility of computation-based scientific research can be improved by explicitly creating an execution env","authors_text":"Akash Dhruv, Anshu Dubey","cross_cats":["cs.CE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2023-08-29T21:13:18Z","title":"Managing Software Provenance to Enhance Reproducibility in Computational Research"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.15637","kind":"arxiv","version":2},"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":"sha256:025028ae50065bc562b79b1d4057da0986146a6cdc61b0bcdd5bae11dd052be7","target":"record","created_at":"2026-07-05T07:26:16Z","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":"5df2bdd0411985deeafe19c264d6eeaed561e54ccbebfa8ddc8ee7217ecdd044","cross_cats_sorted":["cs.CE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2023-08-29T21:13:18Z","title_canon_sha256":"4b40fa0a657d9c67314e295078c86d6ba68385763505356505f2a9f9e58d5acc"},"schema_version":"1.0","source":{"id":"2308.15637","kind":"arxiv","version":2}},"canonical_sha256":"fb6cddf827202939d838e315f6ccd8b889b871aa2f4d41fab670aaf3a5a1ee52","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fb6cddf827202939d838e315f6ccd8b889b871aa2f4d41fab670aaf3a5a1ee52","first_computed_at":"2026-07-05T07:26:16.755705Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:26:16.755705Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hyYmWzMyrOnH9CHbNzRVhPO96sRzp/cspu7tGfoPHpk53li5O/icutkj6O3cMAEEqku4QfGMlSmNd59z03YODw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:26:16.756292Z","signed_message":"canonical_sha256_bytes"},"source_id":"2308.15637","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:025028ae50065bc562b79b1d4057da0986146a6cdc61b0bcdd5bae11dd052be7","sha256:688fe817e6acd8abf5cbcacef7c3b89ea24888b478e78655cf9ee660ef6af7a9"],"state_sha256":"9894ee875f74e27a9f30b76fde1df1a8fdff7e3cbd231bfd1e2cd0f5a7467170"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pgt7gLATaZdVsdvGdpBjxkZho89s/3PMIjqu0hK6hW2FSYYvgh9cieqx2sxeG80d25jz+v1zeGQBaIT6OZIZAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T11:36:15.418731Z","bundle_sha256":"12f6c08a7fa67ebea78e8073bcc64d973a86e27fa5a270dbfaea37257e399454"}}