{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","short_pith_number":"pith:HXXRMMRW","canonical_record":{"source":{"id":"2605.20028","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-19T15:52:09Z","cross_cats_sorted":["physics.ao-ph"],"title_canon_sha256":"d593e8b7a0d5ad311e60e528d8fbbea13eb3fb06c8cc324c1e928b3bc00d6026","abstract_canon_sha256":"d3c740438b971af62cc5155a367ddc924186d0777f1f015cbbebc849b09c2e1a"},"schema_version":"1.0"},"canonical_sha256":"3def163236b9ab411d3993aabd3312e3a698f1b04fb964fd03c34bb748b8861c","source":{"kind":"arxiv","id":"2605.20028","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.20028","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"arxiv_version","alias_value":"2605.20028v1","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.20028","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_12","alias_value":"HXXRMMRWXGVU","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_16","alias_value":"HXXRMMRWXGVUCHJZ","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_8","alias_value":"HXXRMMRW","created_at":"2026-05-20T02:05:59Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"record","payload":{"canonical_record":{"source":{"id":"2605.20028","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-19T15:52:09Z","cross_cats_sorted":["physics.ao-ph"],"title_canon_sha256":"d593e8b7a0d5ad311e60e528d8fbbea13eb3fb06c8cc324c1e928b3bc00d6026","abstract_canon_sha256":"d3c740438b971af62cc5155a367ddc924186d0777f1f015cbbebc849b09c2e1a"},"schema_version":"1.0"},"canonical_sha256":"3def163236b9ab411d3993aabd3312e3a698f1b04fb964fd03c34bb748b8861c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T02:05:59.409484Z","signature_b64":"6hIXpTEKyAnSU1TTP77SuCy0WXSOUk7QL5xEF0xh5OgOjjuRqmmtBye2PWZrsFFcz5V1QLBtvipqafEApON5AA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3def163236b9ab411d3993aabd3312e3a698f1b04fb964fd03c34bb748b8861c","last_reissued_at":"2026-05-20T02:05:59.409026Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T02:05:59.409026Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.20028","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":"2026-05-20T02:05:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Q78psgCafxJQnGvt9iyLETTnh8MdSrMi/du3TBtzmOOihC1q3yLelGWrWD9GotJBGlIDcYj9so3sE4VIRTu8Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.293841Z"},"content_sha256":"c0a4663bfcb1baa97cc95935690d6de450e5116769f6448221230fa5173e9c3e","schema_version":"1.0","event_id":"sha256:c0a4663bfcb1baa97cc95935690d6de450e5116769f6448221230fa5173e9c3e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Training-Free Bayesian Filtering with Generative Emulators","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.ao-ph"],"primary_cat":"cs.LG","authors_text":"Fran\\c{c}ois Rozet, Gilles Louppe, Thomas Savary","submitted_at":"2026-05-19T15:52:09Z","abstract_excerpt":"Bayesian filtering is a well-known problem that aims to estimate plausible states of a dynamical system from observations. Among existing approaches to solve this problem, particle filters are theoretically exact for non-linear dynamics and observations, but suffer from poor scalability in high dimensions. In this work, we show that diffusion-based emulators of dynamical systems can be used to implement, without additional training, an optimal variant of particle filters that has remained largely unexplored due to implementation challenges with classical numerical solvers. Experiments on nonli"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.20028","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/2605.20028/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":"2026-05-20T02:05:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SeePxVshkkwW/wfKOXiD4STKgYi3a2B8pyxotSImLWijW7r288mM+RfmmD8n2O9wwhVpJZz86J1IshUvyoJdAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.294588Z"},"content_sha256":"1d6c2e2088ecfd7718f1383ef4dec2ca0256ecdcb53f7bf7090cd4bf3f789aff","schema_version":"1.0","event_id":"sha256:1d6c2e2088ecfd7718f1383ef4dec2ca0256ecdcb53f7bf7090cd4bf3f789aff"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://arxiv.org/abs/2605' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://arxiv.org/abs/2605","final_url":"https://arxiv.org/abs/2605","host_kind":"arxiv","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1779320069.442149},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://arxiv.org/abs/2605","finding_type":"dead_url","evidence_hash":"7cb2765b77c16e62bd8ef2e4aec64f7debc88a77b46beb545bb73218884365cb","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5531,"payload_sha256":"421bd37d47e376f978e9ac4bc16c35dade12432ccffb9f2b16847e484848c621","signature_b64":"JcVh2urweartixxImCCtbjIyUukINVq8KGZD5MeX3bYPS0bEKdF6vlwuQCYzuOW3UWfsg2LLE5NC5ssDvzhYBA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fQpagp5bYoSeaYUbxLDLgBWhhCLWo45xxy6J0lw2Ogutpa9I2w7ERSFUZJeEWWwgoL1xOkAkiClfJeutWHKiDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.296637Z"},"content_sha256":"3576c55cc5bcabc945c63349a76a1fe87b3cc75fdb10b796b2a74a571ecb2043","schema_version":"1.0","event_id":"sha256:3576c55cc5bcabc945c63349a76a1fe87b3cc75fdb10b796b2a74a571ecb2043"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://openreview' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://openreview","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779320069.3664517},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://openreview","finding_type":"dead_url","evidence_hash":"e55759d808c24f4262104f803eea2e1a29a7a1486251bc7f0848b636e0af236e","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5530,"payload_sha256":"8a3c50f54c09eec9a90f20da88d2af7c3e2c2784b20942df0825ee1b59f4006e","signature_b64":"VIKStofPIav0iqxXKlZIOXYoQ60tkEwtesQ9rBAoRvZGl/L3rNRc5UT/PIP0XL9xtuSfql6wRoueOLvMXVCQBA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RXadPIoJqAmdOY439srCz4i3oMCesLirRY/i4c14NwrUDL63lvJ2KopuO3Mb0N4BsOB0dEvm01gpTm76ZqBDAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.297060Z"},"content_sha256":"9e9da92ac8c7237432e852bf85c23d785e92c32333afe5b3dc17572b2cdee872","schema_version":"1.0","event_id":"sha256:9e9da92ac8c7237432e852bf85c23d785e92c32333afe5b3dc17572b2cdee872"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://rmets.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://rmets.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779320068.680687},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://rmets.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"fd72b6fcebc5a871c6327268801b62851fee1ade6232f8dcd5d87b5b8bbdc506","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5529,"payload_sha256":"3e2e71831e2888dad3ba0ef61178e0b845f086870c6c949cb4f2e55846c5377f","signature_b64":"aat1drawe5paEuqSCI8tcR19PPD9HCZLqcI1S5V4D5NtsVijfsuu0M2lV0WK72jvPuIJSQkzaxgyjUTKND28CA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WI9oSVSJ9CGVyK6fMUAzon8exv895eO/OUtf7zFOrVnnHBzNl0Q280cAZyWwSnji1c7xje1Ahcfk5k6q6iG7CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.297441Z"},"content_sha256":"c4be0c9e06667a02c78117294da003d9730637290521cf2f38f30181f64a6b00","schema_version":"1.0","event_id":"sha256:c4be0c9e06667a02c78117294da003d9730637290521cf2f38f30181f64a6b00"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://ieeexplore' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://ieeexplore","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779320068.6784818},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://ieeexplore","finding_type":"dead_url","evidence_hash":"95a4d10e8d64425581a64d8226cc7f436035fb05298f8fdd3188833b80a59b50","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5528,"payload_sha256":"6aeca7ef983e08c46d56aca9d99fb940e410b56b2ccab23ba3f432c83381961e","signature_b64":"alAt6La5Oqubw6jxJc250vp3bii/bda+awtUULmZii9wD7Eh6oRftPOn1vo6kOektOe3YFOYz2KKzJ2UTv14Cw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zb82bTKPTHRYQz7suMlxRRDeDpdZ2D1NWaKrqa6hbKbY0/RZBJqbk1rQyP9nyXHY3A8AOA1KeSHEIfKMB+z9BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.297747Z"},"content_sha256":"fe54781ad1f262aa1a58012673e7f3d819c9777500efd71c805ec9c2c4859cc7","schema_version":"1.0","event_id":"sha256:fe54781ad1f262aa1a58012673e7f3d819c9777500efd71c805ec9c2c4859cc7"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://doi' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://doi","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779320068.6759543},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://doi","finding_type":"dead_url","evidence_hash":"6867c605cdc1c4f1114c3709651a8f58cfcf623e167f76489ad5cae348df06f4","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5527,"payload_sha256":"b06a76546b4d94658aea4855c75fbc78c8054a938df4feaf05d984815fdc7da5","signature_b64":"1gdU81LqKHNBTwfu5GbPiVT1+p31YURPgX3eyKaxjxg8JHRhjn48wQsrx8g4x+6m+V1ZfDlPVdlhc1TTl/qbBQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OoxFRtuAVNQy/JAFP+C/7AvjvhjBqROhn5GJk/h/BkITcGMX8XeULCrQXY0dfglw6RTijKzWu/UbJHBpwvESCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.298035Z"},"content_sha256":"082175a3b9a540d1abba81471a4079c2baae9a4946324fdcd10c3b33c78f29fc","schema_version":"1.0","event_id":"sha256:082175a3b9a540d1abba81471a4079c2baae9a4946324fdcd10c3b33c78f29fc"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://agupubs.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://agupubs.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779320068.6207547},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://agupubs.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"dd1a4786f78041e1ea039ba53594a3fe3825c34233467da95aec838467ecb042","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5526,"payload_sha256":"f111e5b73e3c922a0f272087d08f3ebd6cff82f6c8f7761d33642f76dc33fe32","signature_b64":"m80iaYGh948k9R/0rFd/xNP2DIwBY2Vv7HsgJcVOCeaa4syrEfIIl3U6mrcH/T4lfPFlc4szGvfXC4KVBYeEBQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EpBHADB4Gm+8hfq7pUpNDqubGhILjva9lxwgF6k7txnzPi37U+w1/39UZgQPSyM7ahP/fk7Q93fGBQjzKchxDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.298524Z"},"content_sha256":"a97f2bf6774d1304b2a00821ca57b04a7c85f84522c5bf1c5a74fb09713dd36b","schema_version":"1.0","event_id":"sha256:a97f2bf6774d1304b2a00821ca57b04a7c85f84522c5bf1c5a74fb09713dd36b"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://www","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779320068.6179807},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://www","finding_type":"dead_url","evidence_hash":"3304112aaee51d5a0d2eedb9599269ce4e3fae96ac53e00a79f8bac27b18433d","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5525,"payload_sha256":"d61579d975d3e4d2bf378e3224e54a44544f5f01da1fed81e31fc4c5a9f8f505","signature_b64":"azPdsphPZWjD7pw4zT8jiD5qkhNlGk6e51li+qvFNkEZ+MRW2imJvgmT5p6kZ2YOhIHRYHY9hidxnZYSghpjBg==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HNbRIh0PUPWgpISLkEXdaHtB7hppP+7IONaxff340iZkSd9OZiRFfNbH2vEiCFmEslrKWfamT2xaHK6KYl7lBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.299035Z"},"content_sha256":"cf252487a95f6f9038b523f4c1988ddbc80027a73ae08083263915986bd05176","schema_version":"1.0","event_id":"sha256:cf252487a95f6f9038b523f4c1988ddbc80027a73ae08083263915986bd05176"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://wires.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://wires.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779320068.4262943},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://wires.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"07bcc49af7c172e2f6ab605e184f7eb33992a1066d9d8d019f7b715579de036a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5524,"payload_sha256":"c7308d714dd2d0eb14154bf9a683c35cb50e5349cdaf38766a2017423955b70b","signature_b64":"qT7eNLAnKT4MJKlO1doIpXWqh1QpYa+b4XtGL7hi4hRl+L5Ugvfs/F9aXwMMMuB09DiKGM+kZQOOjbEYUwjyDA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8KtObpRnh8RB/JdCNHniOrKKmoxAbwEwy+WR/XC6F3aqjDVX3lBcyi3N4nsSdqVahDZSuV+GRnZR80TS9YDkBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.299589Z"},"content_sha256":"ed2235175c97c41d483f6672543e27102eed24134339c186091d50e1d0ebbb71","schema_version":"1.0","event_id":"sha256:ed2235175c97c41d483f6672543e27102eed24134339c186091d50e1d0ebbb71"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://jmlr' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://jmlr","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779320067.379386},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T23:34:29.631674Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://jmlr","finding_type":"dead_url","evidence_hash":"0c97b9c4d9df7c760aeb5c77f87e902621c40e92aaa4e0411596ec927c293937","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5523,"payload_sha256":"4319e0b5fcb3e9377dbb262231636a6695d806e561341dad4667fe5d31b31293","signature_b64":"cb/O41sAjnjzo6/zVzTaNZhRtHHZp+VyTxTs4+PLBHAHfBtr747nGBCpmLxq6dQp1WxyKrr+WpJDWxOkLobVDQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T23:38:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cSfo1fXLpo41EHNi5E5GuhOnW/x+yZP1UaFzArPol8BTX747ZoVQFSuYJWB1Foc/pvsMxjEB1oEa4P67TLSSCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.300123Z"},"content_sha256":"78658448350401933593c2297e48e91b80afd4d554094eafccbe14224233d838","schema_version":"1.0","event_id":"sha256:78658448350401933593c2297e48e91b80afd4d554094eafccbe14224233d838"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://arxiv.org/abs/2605' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://arxiv.org/abs/2605","final_url":"https://arxiv.org/abs/2605","host_kind":"arxiv","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1779276851.8835592},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://arxiv.org/abs/2605","finding_type":"dead_url","evidence_hash":"a1b7f43be86ea005f8d09fdb32c8a414f454365f357473e1fc498b7073a7067a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5090,"payload_sha256":"9b8498725d5a399454a843149d724ecbfe321c37935d888e02cd64cc2d4958cb","signature_b64":"EUaDdflpGG90hcCAJvH7f/LLaxFKPp48Cyo9Bf2JSimwf5I4NFtTWtsr85efSLXa0GYrPPXDiYlHdE1bIipCCw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nSFDgjiLSAhE1rOr53SLCcaHhg7mfK3CUMWQQJz52RpRre92+Jqn2tL6Pbae4WyKDmklnf5e7XsJBI9qrNWLAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.300660Z"},"content_sha256":"7463345e1a20d667c81d7475b84318efe26563a4b146474b70d604d2b0e50507","schema_version":"1.0","event_id":"sha256:7463345e1a20d667c81d7475b84318efe26563a4b146474b70d604d2b0e50507"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://openreview' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://openreview","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779276851.864911},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://openreview","finding_type":"dead_url","evidence_hash":"d24c7f542f3204a42d8aecc8a73a43e1131d1d8759df01bd0a63e7f6c1c4f26a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5089,"payload_sha256":"dee1305bdab87ad48f57e4a59b585d761a8e800f32d67b0029cf2a34b6f3a2ed","signature_b64":"A+w1NQ+6gm5mrMQ+DpxeprEVqq/H6JCVgjBLBtnzm1oVmtZQ6u2dBoxKrpuU5szV1mNlFnXgqQss9Y3ZWD8tDg==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oWvHwntFmQ36KR2rru76/lJg6DbzkgXU/neXG44NpwAszrz08cgosqCgfCMWFEzQBRnRpWe5+YSQ//8s2yUnCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.301171Z"},"content_sha256":"e50421a6c4051972df20c460aba27e2cb7e3f4daeab8e72199d5a844bca64cc0","schema_version":"1.0","event_id":"sha256:e50421a6c4051972df20c460aba27e2cb7e3f4daeab8e72199d5a844bca64cc0"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://rmets.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://rmets.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779276851.1070323},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://rmets.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"3142f4f187a0530bcfbd0d564b1e9e3d5eecd0d8576f860d39234453b0270e4b","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5088,"payload_sha256":"2a4a4a47cf1782714a4bc24b9b85613e89a8862b434b3f9ba0a64ecf8933e0a4","signature_b64":"qxnfhbTDlEvcGzsV0UJIxjyhJ4DiYgirdrgIJs1u4BuNqUHf2RQLWnfZJ/K1mKwkqaio9s3qzjlR0PGMu6+FCQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"taVnFseHhXxba1gpTB5R2f/W40LQuDcDLkTuL7F9zJIXsP/oy5duz90Lch/ZxkzQgcq9827+6bVa862m0EOODQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.301749Z"},"content_sha256":"3b12e908096dc89b332581de036693061a977ab985940304bcf21f70a62cfe05","schema_version":"1.0","event_id":"sha256:3b12e908096dc89b332581de036693061a977ab985940304bcf21f70a62cfe05"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://ieeexplore' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://ieeexplore","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779276851.1059954},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://ieeexplore","finding_type":"dead_url","evidence_hash":"28772d097458b5bc50e69d3144d61ed3440a20a3c111537c102f79a0f4d6fbe6","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5087,"payload_sha256":"ebee4aa5dafc94b5bbd9b3103d74909667b3c6c154f99c2db576d9a14fdcfafd","signature_b64":"5a1kJZPkwJ3sO5V/TXY7jxLTCxenPksGgRrXIyOjkkL5lkD5j2T3g81cCxDTdZx3xF07iFMN5ltrJAxn6F+0Cg==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5D/ihpUUR+33TLqkQ2/RdpkuFFqFlTYc3TsQG1nkg3AbBQ+Hmwykv0jhyH2+BVpRM5yCoGlcEj+DZf2GilbADA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.302277Z"},"content_sha256":"84792ca78dda97ebce49692a53566ffab0baedbec5ad954ccdc81843dda42076","schema_version":"1.0","event_id":"sha256:84792ca78dda97ebce49692a53566ffab0baedbec5ad954ccdc81843dda42076"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://doi' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://doi","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779276851.1050954},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://doi","finding_type":"dead_url","evidence_hash":"33936aaa8239f8507d6266198dd87576d407866766e4b3c9ff7d3f0e13b6adea","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5086,"payload_sha256":"cbb7eaef21bbdac204807f0d8a08811a924523e9731d4f2b07c1e16b43aa26c5","signature_b64":"6eOcKv8ta19dQiPhRHvolF5TV0oYy6gvtcn2Ohga3uQP8lZ3l1tqFZFQ3rfXWVwuKYrKCp5uTPS9YGMvWXhIAA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"54xIa5uwU8O6B0r26stLZuWHD8wfACaEqvwDCP8JyxZgdqBmiUlu6Xf1MClcMK6KKtHeuNxMwweEKqaBeEW2CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.302816Z"},"content_sha256":"767cfe13864ffff54dcb95f1210950e1ff4581617391aca86b99fc002b390d29","schema_version":"1.0","event_id":"sha256:767cfe13864ffff54dcb95f1210950e1ff4581617391aca86b99fc002b390d29"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://agupubs.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://agupubs.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779276851.0966613},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://agupubs.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"b344182891c02ab4da60e30f29dea9d36857241fe452c37809dc7b5603607ebd","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5085,"payload_sha256":"a7a0bc08c029e219cdb272cfdca7e2bc8ba7c97595f4ad4fa26da51067dafa3e","signature_b64":"KaXrVyVuWwCrAHkjWq1TwNQk0oWbPhP8TJeKtxvIkgJI8qr8S6/KWBInmbZJ+OZreH049lbwoLpZqmIl647iBw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nN3fqSe+Au1zGD+j6Zx2kNRjU04YHaxbJwLipV1Re2jBJ88hqUpAL+rG2SFCKlSXmY/sTnqHA2HcnjMEELS2Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.303346Z"},"content_sha256":"0d4fa5edb62f675a904e823749b93c92a43fdcd74ad93b8e66b3d9444ed80238","schema_version":"1.0","event_id":"sha256:0d4fa5edb62f675a904e823749b93c92a43fdcd74ad93b8e66b3d9444ed80238"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://www","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779276851.095313},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://www","finding_type":"dead_url","evidence_hash":"a07007479aa580dd24219559f00a934c21c69385c93914d94c7ba782fbc05859","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5084,"payload_sha256":"7c5d3813651f66a1f600b5faedba7d9920128a610f733620dcaf70282dfdc74c","signature_b64":"lm/6E0XhDe5rpBbxDWVkCmqk/4Ma+nbktO4HDXNzW5z4oXjYLalPq4OaTFHhDiXVuRTmb+n4Wcg1XaaqP9aKCw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qECfWa65IR+KmT7VTtw3unFB9paCruoB4ER6XAZk2nAUYCx/AaGIrYUzmljRk0J4ITZb0kCurrQw4y36GvUQBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.303882Z"},"content_sha256":"7ab803eb43e07fe853c83c5f13b94bc5f24d847ab1f435a56a1aa0ee2afe12ae","schema_version":"1.0","event_id":"sha256:7ab803eb43e07fe853c83c5f13b94bc5f24d847ab1f435a56a1aa0ee2afe12ae"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'https://wires.onlinelibrary.wiley' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"https://wires.onlinelibrary.wiley","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1779276850.9409359},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://wires.onlinelibrary.wiley","finding_type":"dead_url","evidence_hash":"7db64b12b0af83ea55b158e3fd633bd71956002176b3d0fe3a4a073449968c19","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5083,"payload_sha256":"aad15dd15f2d285d1a8998f10f6885480ae3e2d5e8bc56946ee8a26bada5c48f","signature_b64":"f8AbkWBPptd/pfuBzhSpwgzSBG9K8ssKMTjJo43/Ys7TTi6VsXzQAjM/SBseZIm3UOt8covUXdtc5mw5a5McDA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"m4xsptCdzaqScrkCJJZQ00CvJaPbxv3dLULzmWEfWV9auLDR8yo1QXXYXREA0uEOC/ozDAWvWe+ymV7a4ikpBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.304289Z"},"content_sha256":"740be35c9f1f785c22d5a2a77934cca047e9e38e0d2739c89180eac992da0149","schema_version":"1.0","event_id":"sha256:740be35c9f1f785c22d5a2a77934cca047e9e38e0d2739c89180eac992da0149"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"URL 'http://jmlr' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.","snippet":null,"arxiv_id":"2605.20028","detector":"external_links","evidence":{"url":"http://jmlr","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -3] Temporary failure in name resolution","verdict_class":"incontrovertible","checked_at_unix":1779276849.6727672},"severity":"advisory","ref_index":null,"audited_at":"2026-05-20T11:34:12.135859Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"http://jmlr","finding_type":"dead_url","evidence_hash":"ef6a0d7b49515e94ef4875b4a35c3665b507de5b5c51b3b24467a9028ef82274","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5082,"payload_sha256":"3fdfbcfcf635d8923bb3cd644924461ee797a013c20460ca200b4bc84238be6b","signature_b64":"vpnbZJFqZN9lJLHNdHVdziL7vUftfVw5A2nsViYcZ7BfUcPd1t1coh8J8m2A/wfeRtaUtBppM46m5mkiY9jLAA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T11:37:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QDvs7zDbyd+x7OpbjsAvJLC+zyoQgR9iWTyewOD+Rkxje9wOA8pHN2hSjiTJAM+78D5FP4DPykJE3p+wGG2xAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.304810Z"},"content_sha256":"d30a1916653d2254089eb04bda863e3626869afb5ff0229cd9caca783b8e0818","schema_version":"1.0","event_id":"sha256:d30a1916653d2254089eb04bda863e3626869afb5ff0229cd9caca783b8e0818"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","target":"integrity","payload":{"note":"Identifier '10.1016/j.physd.2011.06' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"doi: https://doi.org/10.1016/j.physd.2011.06","arxiv_id":"2605.20028","detector":"doi_compliance","evidence":{"doi":"10.1016/j.physd.2011.06","arxiv_id":null,"ref_index":3,"raw_excerpt":"doi: https://doi.org/10.1016/j.physd.2011.06","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":3,"audited_at":"2026-05-20T07:09:59.034851Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.physd.2011.06","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"f57cf277c0c4b200e0cbc106ec0f0815ce87a15dd7e42d84a957d779024cd871","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":4896,"payload_sha256":"97fe45d2275e3fb2bff49dd469183742c943369f9b8c23af55ca76fbe937c504","signature_b64":"3CIroCLNwZeLlDpk+flF7REK1rTOqZDAvLAdo1jcIOFEg/tgIZS8ck7ZIw5ithrNcjgV+vOaOQU3Tm/StleaAQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T07:12:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8dc9scCShuQBJ2cteGqMtnpxAw8uvnQd0po2F//fONfpo9pc/BuVhFYNaOt0uUnQiNhdCFvWmvbHqy3QDfr6DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T03:00:15.305370Z"},"content_sha256":"a1b4ed0f5ad85a6b8714739b3896fee5655d7e3b8cea6d1a0cfe362585192b26","schema_version":"1.0","event_id":"sha256:a1b4ed0f5ad85a6b8714739b3896fee5655d7e3b8cea6d1a0cfe362585192b26"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/bundle.json","state_url":"https://pith.science/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/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":"2026-05-26T03:00:15Z","links":{"resolver":"https://pith.science/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O","bundle":"https://pith.science/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/bundle.json","state":"https://pith.science/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HXXRMMRWXGVUCHJZSOVL2MYS4O/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:HXXRMMRWXGVUCHJZSOVL2MYS4O","merge_version":"pith-open-graph-merge-v1","event_count":21,"valid_event_count":21,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"d3c740438b971af62cc5155a367ddc924186d0777f1f015cbbebc849b09c2e1a","cross_cats_sorted":["physics.ao-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-19T15:52:09Z","title_canon_sha256":"d593e8b7a0d5ad311e60e528d8fbbea13eb3fb06c8cc324c1e928b3bc00d6026"},"schema_version":"1.0","source":{"id":"2605.20028","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.20028","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"arxiv_version","alias_value":"2605.20028v1","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.20028","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_12","alias_value":"HXXRMMRWXGVU","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_16","alias_value":"HXXRMMRWXGVUCHJZ","created_at":"2026-05-20T02:05:59Z"},{"alias_kind":"pith_short_8","alias_value":"HXXRMMRW","created_at":"2026-05-20T02:05:59Z"}],"graph_snapshots":[{"event_id":"sha256:1d6c2e2088ecfd7718f1383ef4dec2ca0256ecdcb53f7bf7090cd4bf3f789aff","target":"graph","created_at":"2026-05-20T02:05:59Z","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/2605.20028/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Bayesian filtering is a well-known problem that aims to estimate plausible states of a dynamical system from observations. Among existing approaches to solve this problem, particle filters are theoretically exact for non-linear dynamics and observations, but suffer from poor scalability in high dimensions. In this work, we show that diffusion-based emulators of dynamical systems can be used to implement, without additional training, an optimal variant of particle filters that has remained largely unexplored due to implementation challenges with classical numerical solvers. Experiments on nonli","authors_text":"Fran\\c{c}ois Rozet, Gilles Louppe, Thomas Savary","cross_cats":["physics.ao-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-19T15:52:09Z","title":"Training-Free Bayesian Filtering with Generative Emulators"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.20028","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:c0a4663bfcb1baa97cc95935690d6de450e5116769f6448221230fa5173e9c3e","target":"record","created_at":"2026-05-20T02:05:59Z","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":"d3c740438b971af62cc5155a367ddc924186d0777f1f015cbbebc849b09c2e1a","cross_cats_sorted":["physics.ao-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-05-19T15:52:09Z","title_canon_sha256":"d593e8b7a0d5ad311e60e528d8fbbea13eb3fb06c8cc324c1e928b3bc00d6026"},"schema_version":"1.0","source":{"id":"2605.20028","kind":"arxiv","version":1}},"canonical_sha256":"3def163236b9ab411d3993aabd3312e3a698f1b04fb964fd03c34bb748b8861c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3def163236b9ab411d3993aabd3312e3a698f1b04fb964fd03c34bb748b8861c","first_computed_at":"2026-05-20T02:05:59.409026Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T02:05:59.409026Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6hIXpTEKyAnSU1TTP77SuCy0WXSOUk7QL5xEF0xh5OgOjjuRqmmtBye2PWZrsFFcz5V1QLBtvipqafEApON5AA==","signature_status":"signed_v1","signed_at":"2026-05-20T02:05:59.409484Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.20028","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:082175a3b9a540d1abba81471a4079c2baae9a4946324fdcd10c3b33c78f29fc","sha256:0d4fa5edb62f675a904e823749b93c92a43fdcd74ad93b8e66b3d9444ed80238","sha256:3576c55cc5bcabc945c63349a76a1fe87b3cc75fdb10b796b2a74a571ecb2043","sha256:3b12e908096dc89b332581de036693061a977ab985940304bcf21f70a62cfe05","sha256:740be35c9f1f785c22d5a2a77934cca047e9e38e0d2739c89180eac992da0149","sha256:7463345e1a20d667c81d7475b84318efe26563a4b146474b70d604d2b0e50507","sha256:767cfe13864ffff54dcb95f1210950e1ff4581617391aca86b99fc002b390d29","sha256:78658448350401933593c2297e48e91b80afd4d554094eafccbe14224233d838","sha256:7ab803eb43e07fe853c83c5f13b94bc5f24d847ab1f435a56a1aa0ee2afe12ae","sha256:84792ca78dda97ebce49692a53566ffab0baedbec5ad954ccdc81843dda42076","sha256:9e9da92ac8c7237432e852bf85c23d785e92c32333afe5b3dc17572b2cdee872","sha256:a1b4ed0f5ad85a6b8714739b3896fee5655d7e3b8cea6d1a0cfe362585192b26","sha256:a97f2bf6774d1304b2a00821ca57b04a7c85f84522c5bf1c5a74fb09713dd36b","sha256:c4be0c9e06667a02c78117294da003d9730637290521cf2f38f30181f64a6b00","sha256:cf252487a95f6f9038b523f4c1988ddbc80027a73ae08083263915986bd05176","sha256:d30a1916653d2254089eb04bda863e3626869afb5ff0229cd9caca783b8e0818","sha256:e50421a6c4051972df20c460aba27e2cb7e3f4daeab8e72199d5a844bca64cc0","sha256:ed2235175c97c41d483f6672543e27102eed24134339c186091d50e1d0ebbb71","sha256:fe54781ad1f262aa1a58012673e7f3d819c9777500efd71c805ec9c2c4859cc7"]}],"invalid_events":[],"applied_event_ids":["sha256:c0a4663bfcb1baa97cc95935690d6de450e5116769f6448221230fa5173e9c3e","sha256:1d6c2e2088ecfd7718f1383ef4dec2ca0256ecdcb53f7bf7090cd4bf3f789aff"],"state_sha256":"20f601f436398f7d523ebcc1951b926442bf084ed4e9a8a720d9c2badf31fbd9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nP/ibSME0BRYsCwlEMPz+KZS7WAJH0Jj/ozG9E8vn1byZOWsIyQzfYAG1SVzmfdr+YjIUhKft8zrKTXHZNOxDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-26T03:00:15.315703Z","bundle_sha256":"06e5ba48334e6864a898a44a1a8e12a482cd31e32bae2ede5c5365a6f3a87ba0"}}