{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:U4DQD24W5A35TTFSJHEKSC6634","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":"c7c6fabc251d4df2420d43fdeb0ea7c83b35ef879a84f8375f8041546a6fd631","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-06-11T10:08:43Z","title_canon_sha256":"1bf5d95373318cc05c75832f2931ef103b914b2b18de73bccaa7519130374633"},"schema_version":"1.0","source":{"id":"2606.13144","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.13144","created_at":"2026-06-12T01:09:42Z"},{"alias_kind":"arxiv_version","alias_value":"2606.13144v1","created_at":"2026-06-12T01:09:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.13144","created_at":"2026-06-12T01:09:42Z"},{"alias_kind":"pith_short_12","alias_value":"U4DQD24W5A35","created_at":"2026-06-12T01:09:42Z"},{"alias_kind":"pith_short_16","alias_value":"U4DQD24W5A35TTFS","created_at":"2026-06-12T01:09:42Z"},{"alias_kind":"pith_short_8","alias_value":"U4DQD24W","created_at":"2026-06-12T01:09:42Z"}],"graph_snapshots":[{"event_id":"sha256:c05bb64b4c39bc0568b41a3d98a2ffc5d25829bc52e90103e605a1eb45be44af","target":"graph","created_at":"2026-06-12T01:09:42Z","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/2606.13144/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Intrinsically chiral metal surfaces, where handedness arises from the asymmetric step-kink-terrace topology of high-Miller-index planes, are model systems for enantiospecific catalysis, sensing, and spintronics. Yet, no consistent method exists to classify their handedness directly from experimental observables. We report a dual-domain machine learning framework that decodes crystallographic surface chirality from two independent image representations: atomic structure models in real space and simulated momentum-resolved photoemission maps of the Fermi surface projections in reciprocal space. ","authors_text":"Aaruni Kaushik, Anagha Aravind, Benito Arnoldi, Benjamin Stadtm\\\"uller, Chetana Badala Viswanatha, Jannis Lessmeister, Ka Man Yu, Martin Aeschlimann, S. Harshini Tekur","cross_cats":["cond-mat.dis-nn","physics.chem-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-06-11T10:08:43Z","title":"Decoding Crystallographic Surface Chirality with Machine Learning: From Atomic Geometry to Fermi Surface Projections"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.13144","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":"sha256:26f6b89ac27803bd01f996350a308a27bc349d15e696d5324e5a57805c56364e","target":"record","created_at":"2026-06-12T01:09:42Z","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":"c7c6fabc251d4df2420d43fdeb0ea7c83b35ef879a84f8375f8041546a6fd631","cross_cats_sorted":["cond-mat.dis-nn","physics.chem-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2026-06-11T10:08:43Z","title_canon_sha256":"1bf5d95373318cc05c75832f2931ef103b914b2b18de73bccaa7519130374633"},"schema_version":"1.0","source":{"id":"2606.13144","kind":"arxiv","version":1}},"canonical_sha256":"a70701eb96e837d9ccb249c8a90bdedf28f8e19718b5bc15c315fccfaf1625a7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a70701eb96e837d9ccb249c8a90bdedf28f8e19718b5bc15c315fccfaf1625a7","first_computed_at":"2026-06-12T01:09:42.824107Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-12T01:09:42.824107Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"s4hA27mTNk40CXjgcRw1jqpej24zRNkOEDU7X8IBLHtuk3D16a4mMeVQYz9KoVtxriSXatpIKI/No3ztUPsFDA==","signature_status":"signed_v1","signed_at":"2026-06-12T01:09:42.824861Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.13144","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:26f6b89ac27803bd01f996350a308a27bc349d15e696d5324e5a57805c56364e","sha256:c05bb64b4c39bc0568b41a3d98a2ffc5d25829bc52e90103e605a1eb45be44af"],"state_sha256":"2c1299d8a0bca8aeda76ce3c5e6571a9994f4314eb21d70616914e7d15cebd02"}