{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:27RG5PCGESBZO4RXR7EZS4L5BM","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":"6eb9dc99d1e19bcedd7551ff2f0608e2a1d72f87bbe7560dc13da4040aee8f3c","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T19:19:52Z","title_canon_sha256":"3f32bf375eccfdbd934e60508e36b3e25ebb439a86656287289fb63e81ab73ca"},"schema_version":"1.0","source":{"id":"2606.30842","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.30842","created_at":"2026-07-01T00:17:19Z"},{"alias_kind":"arxiv_version","alias_value":"2606.30842v1","created_at":"2026-07-01T00:17:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.30842","created_at":"2026-07-01T00:17:19Z"},{"alias_kind":"pith_short_12","alias_value":"27RG5PCGESBZ","created_at":"2026-07-01T00:17:19Z"},{"alias_kind":"pith_short_16","alias_value":"27RG5PCGESBZO4RX","created_at":"2026-07-01T00:17:19Z"},{"alias_kind":"pith_short_8","alias_value":"27RG5PCG","created_at":"2026-07-01T00:17:19Z"}],"graph_snapshots":[{"event_id":"sha256:8d4a148417b07a3d0d79f99368dd191d1818162b969a9254a87da6b82eaff7c6","target":"graph","created_at":"2026-07-01T00:17:19Z","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/2606.30842/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Outbreak transmission reconstruction treats epidemiological timing and transmission labels as deterministic ground truth; neither has been systematically evaluated. We trained a logistic regression temporal prior on eleven disease families, locked all parameters before accessing any target outbreak data, and applied it without refitting to a strict Andes virus (ANDV) parent-ranking benchmark of 29 tasks. The locked prior achieved mean reciprocal rank (MRR) 0.571 versus 0.274 and Top-1 accuracy 37.9% versus 13.8% against the best source-trained parametric baseline (permutation p <= 0.0002; 7-8 ","authors_text":"Md Ahsan Karim","cross_cats":["q-bio.QM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T19:19:52Z","title":"A Transferable Learned Temporal Prior for Transmission Reconstruction and Decision-Relevant Uncertainty in Real Outbreak Labels"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.30842","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":"sha256:9e8ce13c9b8afc9d69d0774d6f4b620d77cfbb4de8faa8b53242f453084539eb","target":"record","created_at":"2026-07-01T00:17:19Z","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":"6eb9dc99d1e19bcedd7551ff2f0608e2a1d72f87bbe7560dc13da4040aee8f3c","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T19:19:52Z","title_canon_sha256":"3f32bf375eccfdbd934e60508e36b3e25ebb439a86656287289fb63e81ab73ca"},"schema_version":"1.0","source":{"id":"2606.30842","kind":"arxiv","version":1}},"canonical_sha256":"d7e26ebc4624839772378fc999717d0b3d79fc547f61952b5c779a64c4968dc1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d7e26ebc4624839772378fc999717d0b3d79fc547f61952b5c779a64c4968dc1","first_computed_at":"2026-07-01T00:17:19.069896Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-01T00:17:19.069896Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"czkUsY47qP3RdsA48cfr0p15dsOzU01URwZ7Tqdj1+ougp0bGt0Gno2wMk69UG06nW5amQxfoSMI+sXpGqqqCQ==","signature_status":"signed_v1","signed_at":"2026-07-01T00:17:19.070296Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.30842","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9e8ce13c9b8afc9d69d0774d6f4b620d77cfbb4de8faa8b53242f453084539eb","sha256:8d4a148417b07a3d0d79f99368dd191d1818162b969a9254a87da6b82eaff7c6"],"state_sha256":"29e7c1414d37397852df9f86cc2ecebc12da923962c256ea1b28ace5882db2c4"}