{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:WW6Q2HYXR2O5DHNLY5MVF3VFGQ","short_pith_number":"pith:WW6Q2HYX","canonical_record":{"source":{"id":"2601.01856","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-01-05T07:33:50Z","cross_cats_sorted":[],"title_canon_sha256":"eaf12c22632b27936a432e74998999b9eeffb45cbfe7d942243865bd20c48e71","abstract_canon_sha256":"709933117ec3ed37a0489ca3ee35733d6af5986d0fcbfcbf89d3d3db847bed30"},"schema_version":"1.0"},"canonical_sha256":"b5bd0d1f178e9dd19dabc75952eea5342b3f2250252effa5583d6a70baf98531","source":{"kind":"arxiv","id":"2601.01856","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2601.01856","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"arxiv_version","alias_value":"2601.01856v3","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2601.01856","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_12","alias_value":"WW6Q2HYXR2O5","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_16","alias_value":"WW6Q2HYXR2O5DHNL","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_8","alias_value":"WW6Q2HYX","created_at":"2026-07-28T00:21:33Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:WW6Q2HYXR2O5DHNLY5MVF3VFGQ","target":"record","payload":{"canonical_record":{"source":{"id":"2601.01856","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-01-05T07:33:50Z","cross_cats_sorted":[],"title_canon_sha256":"eaf12c22632b27936a432e74998999b9eeffb45cbfe7d942243865bd20c48e71","abstract_canon_sha256":"709933117ec3ed37a0489ca3ee35733d6af5986d0fcbfcbf89d3d3db847bed30"},"schema_version":"1.0"},"canonical_sha256":"b5bd0d1f178e9dd19dabc75952eea5342b3f2250252effa5583d6a70baf98531","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-28T00:21:33.379589Z","signature_b64":"c6xVjBz8Cut+ITFv9VuIFuaEM6/zFluZXW29j9KGeF9flMO7El6XnsXCiXpCXPN3laEHk52VNKKCVSPEDgazAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b5bd0d1f178e9dd19dabc75952eea5342b3f2250252effa5583d6a70baf98531","last_reissued_at":"2026-07-28T00:21:33.378599Z","signature_status":"signed_v1","first_computed_at":"2026-07-28T00:21:33.378599Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2601.01856","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-28T00:21:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GWElsSLyyuQrFOFq+JM4PBbJPHKfy8EmHLgiQCRhGEJNmBY9OoixRYI4Z0gv3zm4BtQqgsLQkRnzFmYw+9wrDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T18:42:07.330385Z"},"content_sha256":"819495e8c84e482c718267c80cfc707e1453503b22946f4db7f6cd77ded63e83","schema_version":"1.0","event_id":"sha256:819495e8c84e482c718267c80cfc707e1453503b22946f4db7f6cd77ded63e83"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:WW6Q2HYXR2O5DHNLY5MVF3VFGQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"GCR: Geometry-Consistent Routing for Task-Agnostic Continual Anomaly Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dayan Zhang, Dongmei Yu, Ilmoon Chae, Joongwon Chae, Lihui Luo, Peiwu Qin, Runming Wang, Xi Yuan, Yang Liu, Zeming Liang, Zhenglin Chen","submitted_at":"2026-01-05T07:33:50Z","abstract_excerpt":"Feature-based anomaly detection is widely adopted in industrial inspection due to the strong representational power of large pre-trained vision encoders. While most existing methods focus on improving within-category anomaly scoring, practical deployments increasingly require task-agnostic operation under continual category expansion, where the category identity is unknown at test time. In this setting, overall performance is often dominated by expert selection, namely routing an input to an appropriate normality model before any head-specific scoring is applied. However, routing rules that co"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2601.01856","kind":"arxiv","version":3},"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/2601.01856/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":"2026-07-28T00:21:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BSRPIQv22yM2V0uJfS1TjENPo9F7zC1WsydPpUG73aMvmKivTAdsjReUUglghQ0zejjEbv+Rutooeu1dEww4Ag==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T18:42:07.330925Z"},"content_sha256":"214ebbc4e38fe871392e785b237fd7cc223880acda4ffb501f6b08184d23074a","schema_version":"1.0","event_id":"sha256:214ebbc4e38fe871392e785b237fd7cc223880acda4ffb501f6b08184d23074a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/bundle.json","state_url":"https://pith.science/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/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":"2026-08-14T18:42:07Z","links":{"resolver":"https://pith.science/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ","bundle":"https://pith.science/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/bundle.json","state":"https://pith.science/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WW6Q2HYXR2O5DHNLY5MVF3VFGQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:WW6Q2HYXR2O5DHNLY5MVF3VFGQ","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":"709933117ec3ed37a0489ca3ee35733d6af5986d0fcbfcbf89d3d3db847bed30","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-01-05T07:33:50Z","title_canon_sha256":"eaf12c22632b27936a432e74998999b9eeffb45cbfe7d942243865bd20c48e71"},"schema_version":"1.0","source":{"id":"2601.01856","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2601.01856","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"arxiv_version","alias_value":"2601.01856v3","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2601.01856","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_12","alias_value":"WW6Q2HYXR2O5","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_16","alias_value":"WW6Q2HYXR2O5DHNL","created_at":"2026-07-28T00:21:33Z"},{"alias_kind":"pith_short_8","alias_value":"WW6Q2HYX","created_at":"2026-07-28T00:21:33Z"}],"graph_snapshots":[{"event_id":"sha256:214ebbc4e38fe871392e785b237fd7cc223880acda4ffb501f6b08184d23074a","target":"graph","created_at":"2026-07-28T00:21:33Z","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/2601.01856/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Feature-based anomaly detection is widely adopted in industrial inspection due to the strong representational power of large pre-trained vision encoders. While most existing methods focus on improving within-category anomaly scoring, practical deployments increasingly require task-agnostic operation under continual category expansion, where the category identity is unknown at test time. In this setting, overall performance is often dominated by expert selection, namely routing an input to an appropriate normality model before any head-specific scoring is applied. However, routing rules that co","authors_text":"Dayan Zhang, Dongmei Yu, Ilmoon Chae, Joongwon Chae, Lihui Luo, Peiwu Qin, Runming Wang, Xi Yuan, Yang Liu, Zeming Liang, Zhenglin Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-01-05T07:33:50Z","title":"GCR: Geometry-Consistent Routing for Task-Agnostic Continual Anomaly Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2601.01856","kind":"arxiv","version":3},"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":"sha256:819495e8c84e482c718267c80cfc707e1453503b22946f4db7f6cd77ded63e83","target":"record","created_at":"2026-07-28T00:21:33Z","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":"709933117ec3ed37a0489ca3ee35733d6af5986d0fcbfcbf89d3d3db847bed30","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-01-05T07:33:50Z","title_canon_sha256":"eaf12c22632b27936a432e74998999b9eeffb45cbfe7d942243865bd20c48e71"},"schema_version":"1.0","source":{"id":"2601.01856","kind":"arxiv","version":3}},"canonical_sha256":"b5bd0d1f178e9dd19dabc75952eea5342b3f2250252effa5583d6a70baf98531","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b5bd0d1f178e9dd19dabc75952eea5342b3f2250252effa5583d6a70baf98531","first_computed_at":"2026-07-28T00:21:33.378599Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-28T00:21:33.378599Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"c6xVjBz8Cut+ITFv9VuIFuaEM6/zFluZXW29j9KGeF9flMO7El6XnsXCiXpCXPN3laEHk52VNKKCVSPEDgazAQ==","signature_status":"signed_v1","signed_at":"2026-07-28T00:21:33.379589Z","signed_message":"canonical_sha256_bytes"},"source_id":"2601.01856","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:819495e8c84e482c718267c80cfc707e1453503b22946f4db7f6cd77ded63e83","sha256:214ebbc4e38fe871392e785b237fd7cc223880acda4ffb501f6b08184d23074a"],"state_sha256":"e1c7e0fa2bc4d9d9ae8ae7198a5ab9885e931382da5b121891d86275c1e573d6"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gjcnyUka3Bn3hRivuUtVVGloU42AzHMo0NEKMNJQZ7/LCZDmZ903RF6C7VQ1tzNHCY0Cf/25rJpbY3F1EPRRCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T18:42:07.336171Z","bundle_sha256":"e2cd9421487dd887f7d2f53b3d1eb42cd7ddeb109f957921b1d642c8f64c235d"}}