{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:IHX56WNHKFGXAWBLL5WJ2X5E7N","short_pith_number":"pith:IHX56WNH","canonical_record":{"source":{"id":"2312.12518","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.IM","submitted_at":"2023-12-19T19:00:05Z","cross_cats_sorted":[],"title_canon_sha256":"e69994b04292dafc498de8fe1c4f4d48b055bb3ea65ad0410513b08b963c08cd","abstract_canon_sha256":"039a1ee89831a5831fdd5a4f76435146c550fd0dde172037e7ae0aa06df2acdc"},"schema_version":"1.0"},"canonical_sha256":"41efdf59a7514d70582b5f6c9d5fa4fb6a4e3bc8f00e1bd65c9a608356678612","source":{"kind":"arxiv","id":"2312.12518","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.12518","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"arxiv_version","alias_value":"2312.12518v1","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.12518","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_12","alias_value":"IHX56WNHKFGX","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_16","alias_value":"IHX56WNHKFGXAWBL","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_8","alias_value":"IHX56WNH","created_at":"2026-07-05T07:26:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:IHX56WNHKFGXAWBLL5WJ2X5E7N","target":"record","payload":{"canonical_record":{"source":{"id":"2312.12518","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.IM","submitted_at":"2023-12-19T19:00:05Z","cross_cats_sorted":[],"title_canon_sha256":"e69994b04292dafc498de8fe1c4f4d48b055bb3ea65ad0410513b08b963c08cd","abstract_canon_sha256":"039a1ee89831a5831fdd5a4f76435146c550fd0dde172037e7ae0aa06df2acdc"},"schema_version":"1.0"},"canonical_sha256":"41efdf59a7514d70582b5f6c9d5fa4fb6a4e3bc8f00e1bd65c9a608356678612","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:26:22.142458Z","signature_b64":"zzpUxqGRfYUGCpsCLx/gMxY0Ar/Gx87cMy2cdjSbd1NUeI8f5qpUADtDMcrHTXnX+04KuF0VAdLMC2o1X1uPCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"41efdf59a7514d70582b5f6c9d5fa4fb6a4e3bc8f00e1bd65c9a608356678612","last_reissued_at":"2026-07-05T07:26:22.141969Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:26:22.141969Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.12518","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":"2026-07-05T07:26:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zfBCb6mLSt/QA7rqQWj1AERG5Z7bmzjnlkQQL3MNfFCJ+buu+Dy1kivjmrWZwiJgq4I6ORIeT2tj2s135YBAAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:45:23.055262Z"},"content_sha256":"814e296f4162dfbb736f51991fccb7ed24994594905a3b1529f412d5c179e6fb","schema_version":"1.0","event_id":"sha256:814e296f4162dfbb736f51991fccb7ed24994594905a3b1529f412d5c179e6fb"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:IHX56WNHKFGXAWBLL5WJ2X5E7N","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"TEMPLATES: A Robust Outlier Rejection Method for JWST/NIRSpec Integral Field Spectroscopy","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"astro-ph.IM","authors_text":"Bernard J. Rauscher, Brian D. Welch, David Vizgan (TEMPLATES Collaboration), Gourav Khullar, Grace M. Olivier, Jack E. Birkin, Jane R. Rigby, Joaquin D. Vieira, Kedar A. Phadke, Keren Sharon, Lauren A. Elicker, Manuel Aravena, Manuel Solimano, Matthew B. Bayliss, Seonwoo Kim, Taylor A. Hutchison","submitted_at":"2023-12-19T19:00:05Z","abstract_excerpt":"We describe a custom outlier rejection algorithm for JWST/NIRSpec integral field spectroscopy. This method uses a layered sigma clipping approach that adapts clipping thresholds based upon the spatial profile of the science target. We find that this algorithm produces a robust outlier rejection while simultaneously preserving the signal of the science target. Originally developed as a response to unsatisfactory initial performance of the jwst pipeline outlier detection step, this method works either as a standalone solution, or as a supplement to the current pipeline software. Comparing leftov"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.12518","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/2312.12518/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":"2026-07-05T07:26:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RO92i6wEx+TTiHe74EgsXBixFauXhbkqropB3NSDwro1nBFeINdvDJKrqQIGKylFDwT9JjFbzEyZrsx1pFqODw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T13:45:23.055656Z"},"content_sha256":"182324a497e2be72cf11329a19cf69ba60f5408864fef8458cfeed44252c6242","schema_version":"1.0","event_id":"sha256:182324a497e2be72cf11329a19cf69ba60f5408864fef8458cfeed44252c6242"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/bundle.json","state_url":"https://pith.science/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/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":"2026-07-07T13:45:23Z","links":{"resolver":"https://pith.science/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N","bundle":"https://pith.science/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/bundle.json","state":"https://pith.science/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IHX56WNHKFGXAWBLL5WJ2X5E7N/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:IHX56WNHKFGXAWBLL5WJ2X5E7N","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":"039a1ee89831a5831fdd5a4f76435146c550fd0dde172037e7ae0aa06df2acdc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.IM","submitted_at":"2023-12-19T19:00:05Z","title_canon_sha256":"e69994b04292dafc498de8fe1c4f4d48b055bb3ea65ad0410513b08b963c08cd"},"schema_version":"1.0","source":{"id":"2312.12518","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.12518","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"arxiv_version","alias_value":"2312.12518v1","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.12518","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_12","alias_value":"IHX56WNHKFGX","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_16","alias_value":"IHX56WNHKFGXAWBL","created_at":"2026-07-05T07:26:22Z"},{"alias_kind":"pith_short_8","alias_value":"IHX56WNH","created_at":"2026-07-05T07:26:22Z"}],"graph_snapshots":[{"event_id":"sha256:182324a497e2be72cf11329a19cf69ba60f5408864fef8458cfeed44252c6242","target":"graph","created_at":"2026-07-05T07:26:22Z","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/2312.12518/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We describe a custom outlier rejection algorithm for JWST/NIRSpec integral field spectroscopy. This method uses a layered sigma clipping approach that adapts clipping thresholds based upon the spatial profile of the science target. We find that this algorithm produces a robust outlier rejection while simultaneously preserving the signal of the science target. Originally developed as a response to unsatisfactory initial performance of the jwst pipeline outlier detection step, this method works either as a standalone solution, or as a supplement to the current pipeline software. Comparing leftov","authors_text":"Bernard J. Rauscher, Brian D. Welch, David Vizgan (TEMPLATES Collaboration), Gourav Khullar, Grace M. Olivier, Jack E. Birkin, Jane R. Rigby, Joaquin D. Vieira, Kedar A. Phadke, Keren Sharon, Lauren A. Elicker, Manuel Aravena, Manuel Solimano, Matthew B. Bayliss, Seonwoo Kim, Taylor A. Hutchison","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.IM","submitted_at":"2023-12-19T19:00:05Z","title":"TEMPLATES: A Robust Outlier Rejection Method for JWST/NIRSpec Integral Field Spectroscopy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.12518","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":"sha256:814e296f4162dfbb736f51991fccb7ed24994594905a3b1529f412d5c179e6fb","target":"record","created_at":"2026-07-05T07:26:22Z","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":"039a1ee89831a5831fdd5a4f76435146c550fd0dde172037e7ae0aa06df2acdc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.IM","submitted_at":"2023-12-19T19:00:05Z","title_canon_sha256":"e69994b04292dafc498de8fe1c4f4d48b055bb3ea65ad0410513b08b963c08cd"},"schema_version":"1.0","source":{"id":"2312.12518","kind":"arxiv","version":1}},"canonical_sha256":"41efdf59a7514d70582b5f6c9d5fa4fb6a4e3bc8f00e1bd65c9a608356678612","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"41efdf59a7514d70582b5f6c9d5fa4fb6a4e3bc8f00e1bd65c9a608356678612","first_computed_at":"2026-07-05T07:26:22.141969Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:26:22.141969Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zzpUxqGRfYUGCpsCLx/gMxY0Ar/Gx87cMy2cdjSbd1NUeI8f5qpUADtDMcrHTXnX+04KuF0VAdLMC2o1X1uPCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:26:22.142458Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.12518","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:814e296f4162dfbb736f51991fccb7ed24994594905a3b1529f412d5c179e6fb","sha256:182324a497e2be72cf11329a19cf69ba60f5408864fef8458cfeed44252c6242"],"state_sha256":"e21bef2f1d82ffbbb9ed64b69d265a63aba851957e48bb251b4fdf0773fbaea5"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ohRWXXnNQiwMlZKYMQy9+s2vI9cJqhrM8tUfrmMykjj0rTiAj68QrPSzdKvHUANd9mrC/K91KgI4lyOE43AhAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T13:45:23.057717Z","bundle_sha256":"be81a8fb6b4a31d156e57f3e08fd1ec3f3b7297fc762a1920a79c86a1be574a6"}}