{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:FVOM6CJK6IJYBJO4IANKUB5XEG","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":"a3c86a6ed94fa0fcaafe01847527730728480bc02338a9f4a2c56a74b48232b4","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ML","submitted_at":"2026-06-02T13:06:01Z","title_canon_sha256":"083052452687d56addac720807df1f95e7906db3e045cd6a6311c384326f8cbe"},"schema_version":"1.0","source":{"id":"2606.03600","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.03600","created_at":"2026-06-03T01:06:02Z"},{"alias_kind":"arxiv_version","alias_value":"2606.03600v1","created_at":"2026-06-03T01:06:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.03600","created_at":"2026-06-03T01:06:02Z"},{"alias_kind":"pith_short_12","alias_value":"FVOM6CJK6IJY","created_at":"2026-06-03T01:06:02Z"},{"alias_kind":"pith_short_16","alias_value":"FVOM6CJK6IJYBJO4","created_at":"2026-06-03T01:06:02Z"},{"alias_kind":"pith_short_8","alias_value":"FVOM6CJK","created_at":"2026-06-03T01:06:02Z"}],"graph_snapshots":[{"event_id":"sha256:432230b84840e5063a95e42578ff1c33a126d7371c75b7a8ae5b83f0ac504074","target":"graph","created_at":"2026-06-03T01:06:02Z","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/2606.03600/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Standard conformal prediction (CP) procedures are typically formulated in terms of p-values, but reliance on p-values alone limits flexibility, for example, when combining dependent evidence across models or data splits. Recent work has explored e-value formulations for conformal inference, yet a direct connection between p- and e-value formulations in CP has been missing, especially regarding their statistical efficiency. We first identify limitations of classical p-to-e calibrators in the CP setting, showing that they are not set-preserving and can lead to overly conservative prediction sets","authors_text":"Jad Zakharia, Nabil Alami, Souhaib Ben Taieb","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ML","submitted_at":"2026-06-02T13:06:01Z","title":"Set-Preserving Calibration from Conformal P-Values to E-Values"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.03600","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:efc4084a02f061cd05c4a97d6805f4912a6fcf6657cdb8c538c4c86073d8d462","target":"record","created_at":"2026-06-03T01:06:02Z","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":"a3c86a6ed94fa0fcaafe01847527730728480bc02338a9f4a2c56a74b48232b4","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ML","submitted_at":"2026-06-02T13:06:01Z","title_canon_sha256":"083052452687d56addac720807df1f95e7906db3e045cd6a6311c384326f8cbe"},"schema_version":"1.0","source":{"id":"2606.03600","kind":"arxiv","version":1}},"canonical_sha256":"2d5ccf092af21380a5dc401aaa07b7218c3b40af8c86be9b92c8148daaafe7a3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2d5ccf092af21380a5dc401aaa07b7218c3b40af8c86be9b92c8148daaafe7a3","first_computed_at":"2026-06-03T01:06:02.013675Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-03T01:06:02.013675Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cjfKqnBvHX1mqEK99FrZDOvcgCEUjmkmzQfJEqmzVfJvUOvJbDF3ZLJ8kLNddhBVObz5Y7F3Q3xgYak7q8UQBg==","signature_status":"signed_v1","signed_at":"2026-06-03T01:06:02.014265Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.03600","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:efc4084a02f061cd05c4a97d6805f4912a6fcf6657cdb8c538c4c86073d8d462","sha256:432230b84840e5063a95e42578ff1c33a126d7371c75b7a8ae5b83f0ac504074"],"state_sha256":"22b6de92c006836bc1739093ef61b474c0cbb85f75ef889b6a056b08c87f8087"}