{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:2YOAQEPZVOWRHZHP7CUCOGD45K","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":"9a34ef9f8b4c8eb81ddfc0784f9e724e5548177d42afa295227b9cd8a0d9c1bf","cross_cats_sorted":["astro-ph.IM","cs.CV","physics.comp-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T03:00:54Z","title_canon_sha256":"30e025843e89ee1d4f0829f54af18689a924fa78a267d04a39c673bdd75462ce"},"schema_version":"1.0","source":{"id":"2606.29723","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.29723","created_at":"2026-06-30T02:17:32Z"},{"alias_kind":"arxiv_version","alias_value":"2606.29723v1","created_at":"2026-06-30T02:17:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.29723","created_at":"2026-06-30T02:17:32Z"},{"alias_kind":"pith_short_12","alias_value":"2YOAQEPZVOWR","created_at":"2026-06-30T02:17:32Z"},{"alias_kind":"pith_short_16","alias_value":"2YOAQEPZVOWRHZHP","created_at":"2026-06-30T02:17:32Z"},{"alias_kind":"pith_short_8","alias_value":"2YOAQEPZ","created_at":"2026-06-30T02:17:32Z"}],"graph_snapshots":[{"event_id":"sha256:d0f5c1f4fe28d9309903d94802c9c43f31b7efe3aee8a6eb1b50c2bc2b429f92","target":"graph","created_at":"2026-06-30T02:17:32Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2606.29723/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Continuous physical fields represent a large fraction of data under scientific investigation. Their multiscale structures are central to discovery, yet useful coordinates are not known in advance. Standard self-supervised methods define context and targets in fixed image coordinates, posing a predictive task misaligned with fields organized across a continuous scale hierarchy. We introduce ScaleAware-JEPA, a framework that constructs dense, label-free latent coordinates for continuous scalar fields. Constrained Diffusion Decomposition (CDD) separates each field into pixel-registered scale comp","authors_text":"Guang-Xing Li","cross_cats":["astro-ph.IM","cs.CV","physics.comp-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T03:00:54Z","title":"ScaleAware-JEPA: Latent Representation for Discovery in Multiscale Physical Fields"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.29723","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:beaeeef33dd07544ce3818272b05b8a9592e968e91d3848d98a26abba7b6a435","target":"record","created_at":"2026-06-30T02:17:32Z","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":"9a34ef9f8b4c8eb81ddfc0784f9e724e5548177d42afa295227b9cd8a0d9c1bf","cross_cats_sorted":["astro-ph.IM","cs.CV","physics.comp-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-29T03:00:54Z","title_canon_sha256":"30e025843e89ee1d4f0829f54af18689a924fa78a267d04a39c673bdd75462ce"},"schema_version":"1.0","source":{"id":"2606.29723","kind":"arxiv","version":1}},"canonical_sha256":"d61c0811f9abad13e4eff8a827187ceaaca929a1a006dd292a9d768f1d5ed8be","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d61c0811f9abad13e4eff8a827187ceaaca929a1a006dd292a9d768f1d5ed8be","first_computed_at":"2026-06-30T02:17:32.112442Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-30T02:17:32.112442Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+w+0n/Zym46CdJDH1ci5gZg4zutD4TKwFESLNSjyxvKdjRPDoNjutj/r/J8wQkiC2kLst0mGcPIjhTNQp6X9Dw==","signature_status":"signed_v1","signed_at":"2026-06-30T02:17:32.112992Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.29723","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:beaeeef33dd07544ce3818272b05b8a9592e968e91d3848d98a26abba7b6a435","sha256:d0f5c1f4fe28d9309903d94802c9c43f31b7efe3aee8a6eb1b50c2bc2b429f92"],"state_sha256":"274a9f5329de2be523198955749891be6441e99fdfe3982bd5dbd3903debb565"}