{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:Z2IHAWIDMBIRA6EGIJPDS5CEWY","short_pith_number":"pith:Z2IHAWID","canonical_record":{"source":{"id":"2508.11218","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T04:50:27Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"80e0792dc162d745af549c900fca3dd9e47435dd3cc728892d584a094129179f","abstract_canon_sha256":"b010347c63b2f82ad700d448f8c86b7451e11963e107ecf50d804aca82ab0b45"},"schema_version":"1.0"},"canonical_sha256":"ce907059036051107886425e397444b6379c0304be9076f5b522f70ca652b290","source":{"kind":"arxiv","id":"2508.11218","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.11218","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"arxiv_version","alias_value":"2508.11218v1","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.11218","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_12","alias_value":"Z2IHAWIDMBIR","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_16","alias_value":"Z2IHAWIDMBIRA6EG","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_8","alias_value":"Z2IHAWID","created_at":"2026-07-05T11:54:20Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:Z2IHAWIDMBIRA6EGIJPDS5CEWY","target":"record","payload":{"canonical_record":{"source":{"id":"2508.11218","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T04:50:27Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"80e0792dc162d745af549c900fca3dd9e47435dd3cc728892d584a094129179f","abstract_canon_sha256":"b010347c63b2f82ad700d448f8c86b7451e11963e107ecf50d804aca82ab0b45"},"schema_version":"1.0"},"canonical_sha256":"ce907059036051107886425e397444b6379c0304be9076f5b522f70ca652b290","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:54:20.857481Z","signature_b64":"7YEfpnRRIQIZwbPFiVvyaeBoG8uyq9xZukYaqY2w2+j3C5zDJhNR2+plaQ2LWMiuXQb659/TF88ScRAIH9y3Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ce907059036051107886425e397444b6379c0304be9076f5b522f70ca652b290","last_reissued_at":"2026-07-05T11:54:20.856984Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:54:20.856984Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.11218","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":"2026-07-05T11:54:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oaa/ZDW5qS/auDPmJzMnMqRpPqt4LswHYjxHHOoCybf89wIXTheL8TCI7CUwd7Hz+hyb4ybnTM2NzzbqUaELCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:41:24.582811Z"},"content_sha256":"d7e95760f787e680d498a6dd6974d66b956578522b27538fe82b42fd354820ba","schema_version":"1.0","event_id":"sha256:d7e95760f787e680d498a6dd6974d66b956578522b27538fe82b42fd354820ba"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:Z2IHAWIDMBIRA6EGIJPDS5CEWY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CV","authors_text":"Jialin Li, Ning Wang, Shuqi Wu","submitted_at":"2025-08-15T04:50:27Z","abstract_excerpt":"Re-Identification (ReID) is a critical technology in intelligent perception systems, especially within autonomous driving, where onboard cameras must identify pedestrians across views and time in real-time to support safe navigation and trajectory prediction. However, the presence of uncertain or missing input modalities--such as RGB, infrared, sketches, or textual descriptions--poses significant challenges to conventional ReID approaches. While large-scale pre-trained models offer strong multimodal semantic modeling capabilities, their computational overhead limits practical deployment in res"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.11218","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/2508.11218/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":"2026-07-05T11:54:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2prh4afvz48zJivj5an6PIpWd+sbtIQg7jYSR3DYErECKdsZbvooTVPrUuVCIRgLeJwc7vRNlwNKI9Cw82AgBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:41:24.584570Z"},"content_sha256":"2b73b5207da36b622a824a8b8af361833dd2cc8d74a458b477d2a41ee48f1250","schema_version":"1.0","event_id":"sha256:2b73b5207da36b622a824a8b8af361833dd2cc8d74a458b477d2a41ee48f1250"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/bundle.json","state_url":"https://pith.science/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/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":"2026-08-07T22:41:24Z","links":{"resolver":"https://pith.science/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY","bundle":"https://pith.science/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/bundle.json","state":"https://pith.science/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Z2IHAWIDMBIRA6EGIJPDS5CEWY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:Z2IHAWIDMBIRA6EGIJPDS5CEWY","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":"b010347c63b2f82ad700d448f8c86b7451e11963e107ecf50d804aca82ab0b45","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T04:50:27Z","title_canon_sha256":"80e0792dc162d745af549c900fca3dd9e47435dd3cc728892d584a094129179f"},"schema_version":"1.0","source":{"id":"2508.11218","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.11218","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"arxiv_version","alias_value":"2508.11218v1","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.11218","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_12","alias_value":"Z2IHAWIDMBIR","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_16","alias_value":"Z2IHAWIDMBIRA6EG","created_at":"2026-07-05T11:54:20Z"},{"alias_kind":"pith_short_8","alias_value":"Z2IHAWID","created_at":"2026-07-05T11:54:20Z"}],"graph_snapshots":[{"event_id":"sha256:2b73b5207da36b622a824a8b8af361833dd2cc8d74a458b477d2a41ee48f1250","target":"graph","created_at":"2026-07-05T11:54:20Z","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/2508.11218/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Re-Identification (ReID) is a critical technology in intelligent perception systems, especially within autonomous driving, where onboard cameras must identify pedestrians across views and time in real-time to support safe navigation and trajectory prediction. However, the presence of uncertain or missing input modalities--such as RGB, infrared, sketches, or textual descriptions--poses significant challenges to conventional ReID approaches. While large-scale pre-trained models offer strong multimodal semantic modeling capabilities, their computational overhead limits practical deployment in res","authors_text":"Jialin Li, Ning Wang, Shuqi Wu","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T04:50:27Z","title":"A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.11218","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:d7e95760f787e680d498a6dd6974d66b956578522b27538fe82b42fd354820ba","target":"record","created_at":"2026-07-05T11:54:20Z","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":"b010347c63b2f82ad700d448f8c86b7451e11963e107ecf50d804aca82ab0b45","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T04:50:27Z","title_canon_sha256":"80e0792dc162d745af549c900fca3dd9e47435dd3cc728892d584a094129179f"},"schema_version":"1.0","source":{"id":"2508.11218","kind":"arxiv","version":1}},"canonical_sha256":"ce907059036051107886425e397444b6379c0304be9076f5b522f70ca652b290","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce907059036051107886425e397444b6379c0304be9076f5b522f70ca652b290","first_computed_at":"2026-07-05T11:54:20.856984Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:54:20.856984Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7YEfpnRRIQIZwbPFiVvyaeBoG8uyq9xZukYaqY2w2+j3C5zDJhNR2+plaQ2LWMiuXQb659/TF88ScRAIH9y3Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:54:20.857481Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.11218","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d7e95760f787e680d498a6dd6974d66b956578522b27538fe82b42fd354820ba","sha256:2b73b5207da36b622a824a8b8af361833dd2cc8d74a458b477d2a41ee48f1250"],"state_sha256":"a5108fb6e51cfbb340de0bafada1ebf1815c1fdee338243051af2da0f435bd80"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vmqVc40YLdZL24rXoj0FNgx5WA22PnfuiHiR44YJqVhSwMHwqJy51/tWA9pRVA8JXSBF604DS77bX/cDy2bJBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T22:41:24.597926Z","bundle_sha256":"e30b56b89b311b4a3bf97d73b0ff33f4e049e5e5d993894ab0e22ddbd7dc77a3"}}