{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:DW2HM627Q4JTZYXWFWLNGRF2PB","short_pith_number":"pith:DW2HM627","canonical_record":{"source":{"id":"2608.05631","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-08-06T05:58:22Z","cross_cats_sorted":[],"title_canon_sha256":"0af4118fe363e5dda5ff6d2565447c939a7b7c4942fc9581c1a12e4f5630852c","abstract_canon_sha256":"f25fe517a1211e2f321174f820118f4e5eeb284bd84fa99a04a76e5581eb7d9a"},"schema_version":"1.0"},"canonical_sha256":"1db4767b5f87133ce2f62d96d344ba7847ee39955f4a65bd7f72cdc08358ec1d","source":{"kind":"arxiv","id":"2608.05631","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.05631","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.05631v1","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.05631","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_12","alias_value":"DW2HM627Q4JT","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_16","alias_value":"DW2HM627Q4JTZYXW","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_8","alias_value":"DW2HM627","created_at":"2026-08-07T00:50:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:DW2HM627Q4JTZYXWFWLNGRF2PB","target":"record","payload":{"canonical_record":{"source":{"id":"2608.05631","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-08-06T05:58:22Z","cross_cats_sorted":[],"title_canon_sha256":"0af4118fe363e5dda5ff6d2565447c939a7b7c4942fc9581c1a12e4f5630852c","abstract_canon_sha256":"f25fe517a1211e2f321174f820118f4e5eeb284bd84fa99a04a76e5581eb7d9a"},"schema_version":"1.0"},"canonical_sha256":"1db4767b5f87133ce2f62d96d344ba7847ee39955f4a65bd7f72cdc08358ec1d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-07T00:50:30.740092Z","signature_b64":"plnk6WApLrmVYAQXjXx9WSMBaxd3L0K6cVw9oG66pegipm0xXqh3FmLOrV7J0SRgEbLf/MSfV85B6+02TvsnBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1db4767b5f87133ce2f62d96d344ba7847ee39955f4a65bd7f72cdc08358ec1d","last_reissued_at":"2026-08-07T00:50:30.738748Z","signature_status":"signed_v1","first_computed_at":"2026-08-07T00:50:30.738748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.05631","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":"2026-08-07T00:50:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dGNB6r5blPWiXL4Vebr3G7eh3dLGDJRZ9Si++oEQ+Xr6dV3SJTW7BVDOZuKe+Kgv465+ETqjgnGJl3l8P+b1Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T02:57:51.201863Z"},"content_sha256":"80637f824508148f4097b1f82b2e59ecf2dbcf03d2c9a2886bed7164b47a554a","schema_version":"1.0","event_id":"sha256:80637f824508148f4097b1f82b2e59ecf2dbcf03d2c9a2886bed7164b47a554a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:DW2HM627Q4JTZYXWFWLNGRF2PB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ChronoVision: Temporal Reasoning via Latent State Reconstruction","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bingxuan Li, Boyi Li, Houze Yang, Jian Xu, Rushi Wang, Tianjiao Yu, Xu Cao, Yifan Shen, Yuner Zhang","submitted_at":"2026-08-06T05:58:22Z","abstract_excerpt":"Multimodal large language models excel at passive perception but struggle with complex visual cognitive tasks requiring multi-step temporal reasoning. This degradation largely stems from the inherent ambiguity of language-based reasoning, which often fails to accurately articulate continuous visual transformations. To address this, we propose ChronoVision, a multimodal framework designed to align visual logic with latent imagery. During supervised fine-tuning, a Reconstructive Visual Head predicts the latent representation of the final transformed state, while an ROI Attention Locating module "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.05631","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/2608.05631/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":"2026-08-07T00:50:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kkT6TwT3o+eWE+o77ipaKIYtjobwvCtg2nJRuO/AXAKBA1srFFE7+I0L65J1jAFbt3Xs6m8Olhuc6BX7EeEODg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T02:57:51.202425Z"},"content_sha256":"0d57176a2edb04a1d5c02593c34287b75f60806b9cc35609851589f8168a5f7a","schema_version":"1.0","event_id":"sha256:0d57176a2edb04a1d5c02593c34287b75f60806b9cc35609851589f8168a5f7a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/bundle.json","state_url":"https://pith.science/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/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":"2026-08-09T02:57:51Z","links":{"resolver":"https://pith.science/pith/DW2HM627Q4JTZYXWFWLNGRF2PB","bundle":"https://pith.science/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/bundle.json","state":"https://pith.science/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DW2HM627Q4JTZYXWFWLNGRF2PB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:DW2HM627Q4JTZYXWFWLNGRF2PB","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":"f25fe517a1211e2f321174f820118f4e5eeb284bd84fa99a04a76e5581eb7d9a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-08-06T05:58:22Z","title_canon_sha256":"0af4118fe363e5dda5ff6d2565447c939a7b7c4942fc9581c1a12e4f5630852c"},"schema_version":"1.0","source":{"id":"2608.05631","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.05631","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.05631v1","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.05631","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_12","alias_value":"DW2HM627Q4JT","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_16","alias_value":"DW2HM627Q4JTZYXW","created_at":"2026-08-07T00:50:30Z"},{"alias_kind":"pith_short_8","alias_value":"DW2HM627","created_at":"2026-08-07T00:50:30Z"}],"graph_snapshots":[{"event_id":"sha256:0d57176a2edb04a1d5c02593c34287b75f60806b9cc35609851589f8168a5f7a","target":"graph","created_at":"2026-08-07T00:50:30Z","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/2608.05631/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multimodal large language models excel at passive perception but struggle with complex visual cognitive tasks requiring multi-step temporal reasoning. This degradation largely stems from the inherent ambiguity of language-based reasoning, which often fails to accurately articulate continuous visual transformations. To address this, we propose ChronoVision, a multimodal framework designed to align visual logic with latent imagery. During supervised fine-tuning, a Reconstructive Visual Head predicts the latent representation of the final transformed state, while an ROI Attention Locating module ","authors_text":"Bingxuan Li, Boyi Li, Houze Yang, Jian Xu, Rushi Wang, Tianjiao Yu, Xu Cao, Yifan Shen, Yuner Zhang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-08-06T05:58:22Z","title":"ChronoVision: Temporal Reasoning via Latent State Reconstruction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.05631","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":"sha256:80637f824508148f4097b1f82b2e59ecf2dbcf03d2c9a2886bed7164b47a554a","target":"record","created_at":"2026-08-07T00:50:30Z","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":"f25fe517a1211e2f321174f820118f4e5eeb284bd84fa99a04a76e5581eb7d9a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-08-06T05:58:22Z","title_canon_sha256":"0af4118fe363e5dda5ff6d2565447c939a7b7c4942fc9581c1a12e4f5630852c"},"schema_version":"1.0","source":{"id":"2608.05631","kind":"arxiv","version":1}},"canonical_sha256":"1db4767b5f87133ce2f62d96d344ba7847ee39955f4a65bd7f72cdc08358ec1d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1db4767b5f87133ce2f62d96d344ba7847ee39955f4a65bd7f72cdc08358ec1d","first_computed_at":"2026-08-07T00:50:30.738748Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-07T00:50:30.738748Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"plnk6WApLrmVYAQXjXx9WSMBaxd3L0K6cVw9oG66pegipm0xXqh3FmLOrV7J0SRgEbLf/MSfV85B6+02TvsnBg==","signature_status":"signed_v1","signed_at":"2026-08-07T00:50:30.740092Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.05631","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:80637f824508148f4097b1f82b2e59ecf2dbcf03d2c9a2886bed7164b47a554a","sha256:0d57176a2edb04a1d5c02593c34287b75f60806b9cc35609851589f8168a5f7a"],"state_sha256":"d834122aca0f14bb10f47d1833293f6032513ae84398a965c1e69ed6d61b252c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BXFsJGUR7twf7lU9to3Qf/Lx60NsbJSWp8Tt4WCn+pr/aFliBxVVXa73DcMLBn0vy0TSDftgqeMXEN/wENEnDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T02:57:51.206446Z","bundle_sha256":"f40846b5e0b914b690df0f99e02e2ae469b3502bd1e4f3277a2fa5b2f0e11c21"}}