{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:EYOT6NDAISWMZBCP6U77CCUCGW","short_pith_number":"pith:EYOT6NDA","canonical_record":{"source":{"id":"2311.16847","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-11-28T14:58:53Z","cross_cats_sorted":["astro-ph.IM","cs.HC","eess.AS"],"title_canon_sha256":"c9dcbf968b77142d4339900fb97cf398421aa93268d1e055a0a9bbfe6834dec0","abstract_canon_sha256":"00f1b96567822e251847087dc317705e4c9ce5539aa2f6b61ba210a4d2d7a61f"},"schema_version":"1.0"},"canonical_sha256":"261d3f346044accc844ff53ff10a823589d68a6c8182aaa6ad5d4554538f57a6","source":{"kind":"arxiv","id":"2311.16847","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.16847","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"arxiv_version","alias_value":"2311.16847v1","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.16847","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_12","alias_value":"EYOT6NDAISWM","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_16","alias_value":"EYOT6NDAISWMZBCP","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_8","alias_value":"EYOT6NDA","created_at":"2026-07-05T07:17:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:EYOT6NDAISWMZBCP6U77CCUCGW","target":"record","payload":{"canonical_record":{"source":{"id":"2311.16847","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-11-28T14:58:53Z","cross_cats_sorted":["astro-ph.IM","cs.HC","eess.AS"],"title_canon_sha256":"c9dcbf968b77142d4339900fb97cf398421aa93268d1e055a0a9bbfe6834dec0","abstract_canon_sha256":"00f1b96567822e251847087dc317705e4c9ce5539aa2f6b61ba210a4d2d7a61f"},"schema_version":"1.0"},"canonical_sha256":"261d3f346044accc844ff53ff10a823589d68a6c8182aaa6ad5d4554538f57a6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:17:47.358942Z","signature_b64":"Kv3nyCjeW72DgvCCDemVZumMQagGKGzR7R3gWRZRvkOI/hPKAWxq7zEBJRagk6mMF/t10wSk5Eb7csmsRZU4Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"261d3f346044accc844ff53ff10a823589d68a6c8182aaa6ad5d4554538f57a6","last_reissued_at":"2026-07-05T07:17:47.358388Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:17:47.358388Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.16847","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":"2026-07-05T07:17:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gSE1ynnFX4s+w/mYbtgIjuz6TCD3laZ3u4Dt7Mq2oojv0eIdGtzINn7Qbfi5WFKRK37riWfBbHw0/BkLK0aYDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T01:33:40.569917Z"},"content_sha256":"75fd4f51d25d0c01c8b4e1cb0bbfc46a4e8852c9f0edd2473e269814c77b4471","schema_version":"1.0","event_id":"sha256:75fd4f51d25d0c01c8b4e1cb0bbfc46a4e8852c9f0edd2473e269814c77b4471"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:EYOT6NDAISWMZBCP6U77CCUCGW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Introducing STRAUSS: A flexible sonification Python package","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["astro-ph.IM","cs.HC","eess.AS"],"primary_cat":"cs.SD","authors_text":"Chris M. Harrison, James W. Trayford","submitted_at":"2023-11-28T14:58:53Z","abstract_excerpt":"We introduce STRAUSS (Sonification Tools and Resources for Analysis Using Sound Synthesis) a modular, self-contained and flexible Python sonification package, operating in a free and open source (FOSS) capacity. STRAUSS is intended to be a flexible tool suitable for both scientific data exploration and analysis as well as for producing sonifications that are suitable for public outreach and artistic contexts. We explain the motivations behind STRAUSS, and how these lead to our design choices. We also describe the basic code structure and concepts. We then present output sonification examples, "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.16847","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/2311.16847/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":"2026-07-05T07:17:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ReHpis99EgXly0ktFMq5+w29dGRsHFKjajp0unIQTqv11AqqNk79Z70d3CYW/g9buwTEP0SJdxXsdheNcbxEBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T01:33:40.570997Z"},"content_sha256":"c2f111ef0a75f8012aaed06ef595b4d5df8d5bf55bb3f6229668344b63e0d34a","schema_version":"1.0","event_id":"sha256:c2f111ef0a75f8012aaed06ef595b4d5df8d5bf55bb3f6229668344b63e0d34a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EYOT6NDAISWMZBCP6U77CCUCGW/bundle.json","state_url":"https://pith.science/pith/EYOT6NDAISWMZBCP6U77CCUCGW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EYOT6NDAISWMZBCP6U77CCUCGW/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":"2026-08-21T01:33:40Z","links":{"resolver":"https://pith.science/pith/EYOT6NDAISWMZBCP6U77CCUCGW","bundle":"https://pith.science/pith/EYOT6NDAISWMZBCP6U77CCUCGW/bundle.json","state":"https://pith.science/pith/EYOT6NDAISWMZBCP6U77CCUCGW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EYOT6NDAISWMZBCP6U77CCUCGW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:EYOT6NDAISWMZBCP6U77CCUCGW","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":"00f1b96567822e251847087dc317705e4c9ce5539aa2f6b61ba210a4d2d7a61f","cross_cats_sorted":["astro-ph.IM","cs.HC","eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-11-28T14:58:53Z","title_canon_sha256":"c9dcbf968b77142d4339900fb97cf398421aa93268d1e055a0a9bbfe6834dec0"},"schema_version":"1.0","source":{"id":"2311.16847","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.16847","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"arxiv_version","alias_value":"2311.16847v1","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.16847","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_12","alias_value":"EYOT6NDAISWM","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_16","alias_value":"EYOT6NDAISWMZBCP","created_at":"2026-07-05T07:17:47Z"},{"alias_kind":"pith_short_8","alias_value":"EYOT6NDA","created_at":"2026-07-05T07:17:47Z"}],"graph_snapshots":[{"event_id":"sha256:c2f111ef0a75f8012aaed06ef595b4d5df8d5bf55bb3f6229668344b63e0d34a","target":"graph","created_at":"2026-07-05T07:17:47Z","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/2311.16847/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce STRAUSS (Sonification Tools and Resources for Analysis Using Sound Synthesis) a modular, self-contained and flexible Python sonification package, operating in a free and open source (FOSS) capacity. STRAUSS is intended to be a flexible tool suitable for both scientific data exploration and analysis as well as for producing sonifications that are suitable for public outreach and artistic contexts. We explain the motivations behind STRAUSS, and how these lead to our design choices. We also describe the basic code structure and concepts. We then present output sonification examples, ","authors_text":"Chris M. Harrison, James W. Trayford","cross_cats":["astro-ph.IM","cs.HC","eess.AS"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-11-28T14:58:53Z","title":"Introducing STRAUSS: A flexible sonification Python package"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.16847","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":"sha256:75fd4f51d25d0c01c8b4e1cb0bbfc46a4e8852c9f0edd2473e269814c77b4471","target":"record","created_at":"2026-07-05T07:17:47Z","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":"00f1b96567822e251847087dc317705e4c9ce5539aa2f6b61ba210a4d2d7a61f","cross_cats_sorted":["astro-ph.IM","cs.HC","eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-11-28T14:58:53Z","title_canon_sha256":"c9dcbf968b77142d4339900fb97cf398421aa93268d1e055a0a9bbfe6834dec0"},"schema_version":"1.0","source":{"id":"2311.16847","kind":"arxiv","version":1}},"canonical_sha256":"261d3f346044accc844ff53ff10a823589d68a6c8182aaa6ad5d4554538f57a6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"261d3f346044accc844ff53ff10a823589d68a6c8182aaa6ad5d4554538f57a6","first_computed_at":"2026-07-05T07:17:47.358388Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:17:47.358388Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Kv3nyCjeW72DgvCCDemVZumMQagGKGzR7R3gWRZRvkOI/hPKAWxq7zEBJRagk6mMF/t10wSk5Eb7csmsRZU4Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:17:47.358942Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.16847","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:75fd4f51d25d0c01c8b4e1cb0bbfc46a4e8852c9f0edd2473e269814c77b4471","sha256:c2f111ef0a75f8012aaed06ef595b4d5df8d5bf55bb3f6229668344b63e0d34a"],"state_sha256":"f1d32264206341a7146656b6560a8d5ae9b3611c34a99a106e73d6f819e474ba"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mpBgyhEEX330qIZrbcP+g/7HeJDppLnfo87fUqI7E5PxvVkyZKEt19NGHAsKVRGAIPfY7Z5uAK0iAeDHvYBsCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T01:33:40.576887Z","bundle_sha256":"eb68122edc281f4a2be9568ed24f5968b1bb4414cda2b85e14d355b11fb8b155"}}