{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:K7J56DUSZ6SN3PZER65DRRZWKU","merge_version":"pith-open-graph-merge-v1","event_count":4,"valid_event_count":4,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"29a6c14465f3b020ca15f0c58ec37fc9cb5d5b6947f338e5b450e7b2d96d0155","cross_cats_sorted":["physics.chem-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-07-27T18:54:23Z","title_canon_sha256":"69dfb0f0601e3d28d3a7b2d201e05e51b4872696faaa878f16bde3aed4429119"},"schema_version":"1.0","source":{"id":"2607.24997","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.24997","created_at":"2026-07-29T00:24:57Z"},{"alias_kind":"arxiv_version","alias_value":"2607.24997v1","created_at":"2026-07-29T00:24:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.24997","created_at":"2026-07-29T00:24:57Z"},{"alias_kind":"pith_short_12","alias_value":"K7J56DUSZ6SN","created_at":"2026-07-29T00:24:57Z"},{"alias_kind":"pith_short_16","alias_value":"K7J56DUSZ6SN3PZE","created_at":"2026-07-29T00:24:57Z"},{"alias_kind":"pith_short_8","alias_value":"K7J56DUS","created_at":"2026-07-29T00:24:57Z"}],"graph_snapshots":[{"event_id":"sha256:d243144b3aa8ea3e3b464e5f8a48bdfe2be1331fbf5e24326b5c2fa60e3f1868","target":"graph","created_at":"2026-07-29T00:24:57Z","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/2607.24997/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Electronic-structure calculations based on Kohn-Sham density functional theory remain indispensable in computational materials science and chemistry. Their computational cost, however, limits accessible system sizes and simulation times. At the same time, conventional machine-learning interatomic potentials (MLIPs), which are becoming the workhorse of large-scale materials modeling, usually target only energies and forces. They therefore leave out the quantum-operator-level information required to reconstruct band structures, densities of states, spatial charge distributions, and other electro","authors_text":"Attila Cangi, Bartosz Brzoza, Mani Lokamani, Thomas D. K\\\"uhne, Varadarajan Rengaraj, Vincent Martinetto, Wiktoria Szopa, Zakaria Elabid","cross_cats":["physics.chem-ph"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-07-27T18:54:23Z","title":"MANDALA: An E(3)-Equivariant Graph Neural Network Framework for Learning Electronic-Structure Operators with Observable Guidance"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.24997","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:f39f96bf47b8d619128d9ee58917cdc7d3f0673c15c0bcdac6be04acf84dd07b","target":"record","created_at":"2026-07-29T00:24:57Z","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":"29a6c14465f3b020ca15f0c58ec37fc9cb5d5b6947f338e5b450e7b2d96d0155","cross_cats_sorted":["physics.chem-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-07-27T18:54:23Z","title_canon_sha256":"69dfb0f0601e3d28d3a7b2d201e05e51b4872696faaa878f16bde3aed4429119"},"schema_version":"1.0","source":{"id":"2607.24997","kind":"arxiv","version":1}},"canonical_sha256":"57d3df0e92cfa4ddbf248fba38c7365506aeb50a9607c18cdeaa794e71100ed6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"57d3df0e92cfa4ddbf248fba38c7365506aeb50a9607c18cdeaa794e71100ed6","first_computed_at":"2026-07-29T00:24:57.080100Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-29T00:24:57.080100Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fTwr7RISDzOGx8yXxs9KYZkrphmc+p4pLmHkCaWBc6e0itg02VV1sNPNr6+O+T5gvbuiNVDpffKk1tMqs1cECg==","signature_status":"signed_v1","signed_at":"2026-07-29T00:24:57.080965Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.24997","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:9388303cac82f844466d755dbba705058258e5a218f7bfe28af4548f6e63efa1","sha256:b4cd4aaf57383640c821635e79bc0016a00ca0ab0b6be22ce5bc63baf1b0e1c4"]}],"invalid_events":[],"applied_event_ids":["sha256:f39f96bf47b8d619128d9ee58917cdc7d3f0673c15c0bcdac6be04acf84dd07b","sha256:d243144b3aa8ea3e3b464e5f8a48bdfe2be1331fbf5e24326b5c2fa60e3f1868"],"state_sha256":"58404ae9695462833514cacd0b7bf683284edda8d69f3f79c00369e32a269fbb"}