{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:CSBAW3NS5TPBDVF6CODD5EH2Q3","short_pith_number":"pith:CSBAW3NS","canonical_record":{"source":{"id":"2606.05285","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.IM","submitted_at":"2026-06-03T18:00:03Z","cross_cats_sorted":["astro-ph.HE","hep-ph"],"title_canon_sha256":"077eddaf14ad49d39424b338b9580e1778754b0f6c3eda602d92d4b7aac096fc","abstract_canon_sha256":"b99e08fcc1369945fcd93e2b868b86a1f811b67c24939cd5f1943ea692f513b4"},"schema_version":"1.0"},"canonical_sha256":"14820b6db2ecde11d4be13863e90fa86ce2edb9e319389418037d29c451f1fa5","source":{"kind":"arxiv","id":"2606.05285","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05285","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05285v1","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05285","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_12","alias_value":"CSBAW3NS5TPB","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_16","alias_value":"CSBAW3NS5TPBDVF6","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_8","alias_value":"CSBAW3NS","created_at":"2026-06-05T00:13:51Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:CSBAW3NS5TPBDVF6CODD5EH2Q3","target":"record","payload":{"canonical_record":{"source":{"id":"2606.05285","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.IM","submitted_at":"2026-06-03T18:00:03Z","cross_cats_sorted":["astro-ph.HE","hep-ph"],"title_canon_sha256":"077eddaf14ad49d39424b338b9580e1778754b0f6c3eda602d92d4b7aac096fc","abstract_canon_sha256":"b99e08fcc1369945fcd93e2b868b86a1f811b67c24939cd5f1943ea692f513b4"},"schema_version":"1.0"},"canonical_sha256":"14820b6db2ecde11d4be13863e90fa86ce2edb9e319389418037d29c451f1fa5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T00:13:51.981287Z","signature_b64":"ioVLiTcF/6xD7y+n02+GscHOTgp9feG3OQYkCG9JKKSxD2oVYz2XIdLqKrRLujuNt9CSG6+mYLeYOGaYnj2NDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"14820b6db2ecde11d4be13863e90fa86ce2edb9e319389418037d29c451f1fa5","last_reissued_at":"2026-06-05T00:13:51.980856Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T00:13:51.980856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.05285","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":"2026-06-05T00:13:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BmDgSYg70uVR4q+V/JJ+zYt2wCbvXQtdDKTonFM9h7pK9uLpe8d5Ci2sFgYQ7IHa+99m19wbUiuAroIOeKfjAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-05T20:02:20.221953Z"},"content_sha256":"07530f1bf1a1d3e659c9e05d74700f16ca70b29a2f92fde9bec2fa339617db50","schema_version":"1.0","event_id":"sha256:07530f1bf1a1d3e659c9e05d74700f16ca70b29a2f92fde9bec2fa339617db50"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:CSBAW3NS5TPBDVF6CODD5EH2Q3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Toward decision-aware AI for LSST-scale time-domain astronomy","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["astro-ph.HE","hep-ph"],"primary_cat":"astro-ph.IM","authors_text":"A. Gomboc, A. I. Malz, A. Mahabal, A. Melandri, A. Sasli, A. Tramuto, B. Fraga, C. R. Bom, F. Bianco, F. Fontinele Nunes, F. Ragosta, F. Z. Majidi, M. C. Rom\\~ao, M. J. Vyas, M. Rabus, M. W. Coughlin, N. Hernitschek, N. Sarin, O. Razim, P. Darc, R. Bonito, Rubin LSST Transients, S. Chaini, S. Dillmann, S. Piranomonte, Variable Stars Science Collaboration, V. A. Sre\\'ckovi\\'c, V. Petrecca, V. Vuj\\v{c}i\\'c, X. Li","submitted_at":"2026-06-03T18:00:03Z","abstract_excerpt":"The Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) will generate approximately (10^7) alerts per night, pushing time-domain astronomy beyond pipelines that treat discovery as a static labeling problem. We argue that LSST is better understood as a partially observed dynamical environment, in which scientific return depends on the quality of follow-up decisions made under uncertainty and finite observational resources. The central challenge is therefore to maintain evolving, uncertainty-aware representations of astrophysical sources and to select actions that maximize long-te"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05285","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/2606.05285/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":"2026-06-05T00:13:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cWIJ1mTTCYn0jKmaxOJfSQHMGJb/XxQnISBmgNBFotwh40XY//S0oKsAHj7k2us5dGQxzGtNa9LE6M7QYCP8CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-05T20:02:20.222628Z"},"content_sha256":"6b9ae4bd4dcb83f7cee22e21184f584270f3bf7a599d52f920cc8919960a888a","schema_version":"1.0","event_id":"sha256:6b9ae4bd4dcb83f7cee22e21184f584270f3bf7a599d52f920cc8919960a888a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/bundle.json","state_url":"https://pith.science/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/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":"2026-06-05T20:02:20Z","links":{"resolver":"https://pith.science/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3","bundle":"https://pith.science/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/bundle.json","state":"https://pith.science/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CSBAW3NS5TPBDVF6CODD5EH2Q3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:CSBAW3NS5TPBDVF6CODD5EH2Q3","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":"b99e08fcc1369945fcd93e2b868b86a1f811b67c24939cd5f1943ea692f513b4","cross_cats_sorted":["astro-ph.HE","hep-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.IM","submitted_at":"2026-06-03T18:00:03Z","title_canon_sha256":"077eddaf14ad49d39424b338b9580e1778754b0f6c3eda602d92d4b7aac096fc"},"schema_version":"1.0","source":{"id":"2606.05285","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05285","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05285v1","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05285","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_12","alias_value":"CSBAW3NS5TPB","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_16","alias_value":"CSBAW3NS5TPBDVF6","created_at":"2026-06-05T00:13:51Z"},{"alias_kind":"pith_short_8","alias_value":"CSBAW3NS","created_at":"2026-06-05T00:13:51Z"}],"graph_snapshots":[{"event_id":"sha256:6b9ae4bd4dcb83f7cee22e21184f584270f3bf7a599d52f920cc8919960a888a","target":"graph","created_at":"2026-06-05T00:13:51Z","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/2606.05285/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) will generate approximately (10^7) alerts per night, pushing time-domain astronomy beyond pipelines that treat discovery as a static labeling problem. We argue that LSST is better understood as a partially observed dynamical environment, in which scientific return depends on the quality of follow-up decisions made under uncertainty and finite observational resources. The central challenge is therefore to maintain evolving, uncertainty-aware representations of astrophysical sources and to select actions that maximize long-te","authors_text":"A. Gomboc, A. I. Malz, A. Mahabal, A. Melandri, A. Sasli, A. Tramuto, B. Fraga, C. R. Bom, F. Bianco, F. Fontinele Nunes, F. Ragosta, F. Z. Majidi, M. C. Rom\\~ao, M. J. Vyas, M. Rabus, M. W. Coughlin, N. Hernitschek, N. Sarin, O. Razim, P. Darc, R. Bonito, Rubin LSST Transients, S. Chaini, S. Dillmann, S. Piranomonte, Variable Stars Science Collaboration, V. A. Sre\\'ckovi\\'c, V. Petrecca, V. Vuj\\v{c}i\\'c, X. Li","cross_cats":["astro-ph.HE","hep-ph"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.IM","submitted_at":"2026-06-03T18:00:03Z","title":"Toward decision-aware AI for LSST-scale time-domain astronomy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05285","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":"sha256:07530f1bf1a1d3e659c9e05d74700f16ca70b29a2f92fde9bec2fa339617db50","target":"record","created_at":"2026-06-05T00:13:51Z","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":"b99e08fcc1369945fcd93e2b868b86a1f811b67c24939cd5f1943ea692f513b4","cross_cats_sorted":["astro-ph.HE","hep-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.IM","submitted_at":"2026-06-03T18:00:03Z","title_canon_sha256":"077eddaf14ad49d39424b338b9580e1778754b0f6c3eda602d92d4b7aac096fc"},"schema_version":"1.0","source":{"id":"2606.05285","kind":"arxiv","version":1}},"canonical_sha256":"14820b6db2ecde11d4be13863e90fa86ce2edb9e319389418037d29c451f1fa5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"14820b6db2ecde11d4be13863e90fa86ce2edb9e319389418037d29c451f1fa5","first_computed_at":"2026-06-05T00:13:51.980856Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T00:13:51.980856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ioVLiTcF/6xD7y+n02+GscHOTgp9feG3OQYkCG9JKKSxD2oVYz2XIdLqKrRLujuNt9CSG6+mYLeYOGaYnj2NDg==","signature_status":"signed_v1","signed_at":"2026-06-05T00:13:51.981287Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.05285","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:07530f1bf1a1d3e659c9e05d74700f16ca70b29a2f92fde9bec2fa339617db50","sha256:6b9ae4bd4dcb83f7cee22e21184f584270f3bf7a599d52f920cc8919960a888a"],"state_sha256":"2b99a573e2c49c6b2de52ec26b56aa55498b1614067d9ca51484fe32466e5e3e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZItzes8hBBGw0izcw5SKvOXVrBYyjZuSZA2mg9x90Rj7eOcchdq1uOjt2XN8EFWAvLVAH5k0G2oVbm4aQT3cBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-05T20:02:20.226429Z","bundle_sha256":"e6e51382a40e41a6bbbc3198246e381533a9afe6f0e62211113f17bfab78369c"}}