{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:GWXPEYKG5OF3E4YP5FEJ5UKBUD","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":"53dbfff5d1968dd41a48beae54c78fd16af46eaa2f36c62a7e7f78adfad9aa52","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.GA","submitted_at":"2017-02-14T20:03:51Z","title_canon_sha256":"138f9cf5c94f5cb18a7a85522d75ea9043e01bf6a8625b65120ec216ff549371"},"schema_version":"1.0","source":{"id":"1702.04371","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1702.04371","created_at":"2026-05-18T00:46:37Z"},{"alias_kind":"arxiv_version","alias_value":"1702.04371v1","created_at":"2026-05-18T00:46:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1702.04371","created_at":"2026-05-18T00:46:37Z"},{"alias_kind":"pith_short_12","alias_value":"GWXPEYKG5OF3","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_16","alias_value":"GWXPEYKG5OF3E4YP","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_8","alias_value":"GWXPEYKG","created_at":"2026-05-18T12:31:18Z"}],"graph_snapshots":[{"event_id":"sha256:31e7903929fd46ac586eef3e7085b01f10db1553884026e28d7f9ecbb05a1d53","target":"graph","created_at":"2026-05-18T00:46:37Z","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"},"paper":{"abstract_excerpt":"We introduce the Dense Basis method for Spectral Energy Distribution (SED) fitting. It accurately recovers traditional SED parameters, including M$_*$, SFR and dust attenuation, and reveals previously inaccessible information about the number and duration of star formation episodes and the timing of stellar mass assembly, as well as uncertainties in these quantities. This is done using basis Star Formation Histories (SFHs) chosen by comparing the goodness-of-fit of mock galaxy SEDs to the goodness-of-reconstruction of their SFHs. We train and validate the method using a sample of realistic SFH","authors_text":"Eric Gawiser, Kartheik G. Iyer","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.GA","submitted_at":"2017-02-14T20:03:51Z","title":"Reconstruction of Galaxy Star Formation Histories through SED Fitting: The Dense Basis Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1702.04371","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:efb0bc2a63cf447e6cd7eba1c4fd7122eb3667516ede34ef21c79a81ae36a173","target":"record","created_at":"2026-05-18T00:46:37Z","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":"53dbfff5d1968dd41a48beae54c78fd16af46eaa2f36c62a7e7f78adfad9aa52","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.GA","submitted_at":"2017-02-14T20:03:51Z","title_canon_sha256":"138f9cf5c94f5cb18a7a85522d75ea9043e01bf6a8625b65120ec216ff549371"},"schema_version":"1.0","source":{"id":"1702.04371","kind":"arxiv","version":1}},"canonical_sha256":"35aef26146eb8bb2730fe9489ed141a0cccf5387a797abd4e0c4cfd3d56f057c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"35aef26146eb8bb2730fe9489ed141a0cccf5387a797abd4e0c4cfd3d56f057c","first_computed_at":"2026-05-18T00:46:37.491217Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:46:37.491217Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GUm1fmNcYdV0tcwfiTdLs+r0TVHjxT/+w6tJe0wEDsFeK5/Z+EnbRvX8cSyOolsOAtpdZ0rpIlaGSZwGfYNKBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:46:37.491899Z","signed_message":"canonical_sha256_bytes"},"source_id":"1702.04371","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:efb0bc2a63cf447e6cd7eba1c4fd7122eb3667516ede34ef21c79a81ae36a173","sha256:31e7903929fd46ac586eef3e7085b01f10db1553884026e28d7f9ecbb05a1d53"],"state_sha256":"ae8a867506623d2cb52656d4c5cddffa31f0a2c046faf6e754a2eabff1f962ee"}