{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:GRTLJF5RXU44Q6BQOU5I6CNEUN","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":"e51d6cb47b3009a3eeeb669dab34f7688d400b4d01e5f0c35e86226d3c323099","cross_cats_sorted":["hep-ex","nucl-ex","physics.ins-det"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-05-13T16:49:45Z","title_canon_sha256":"8bdc07192236e8162c96baf5a7dcc36e1facfe43cbc1810d0f34f67b38524fdd"},"schema_version":"1.0","source":{"id":"2505.08736","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.08736","created_at":"2026-07-05T11:39:11Z"},{"alias_kind":"arxiv_version","alias_value":"2505.08736v2","created_at":"2026-07-05T11:39:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.08736","created_at":"2026-07-05T11:39:11Z"},{"alias_kind":"pith_short_12","alias_value":"GRTLJF5RXU44","created_at":"2026-07-05T11:39:11Z"},{"alias_kind":"pith_short_16","alias_value":"GRTLJF5RXU44Q6BQ","created_at":"2026-07-05T11:39:11Z"},{"alias_kind":"pith_short_8","alias_value":"GRTLJF5R","created_at":"2026-07-05T11:39:11Z"}],"graph_snapshots":[{"event_id":"sha256:27b478662b93d6af0056f90ca1f9072038e379f5adbf097adbfd04693dbe7f08","target":"graph","created_at":"2026-07-05T11:39:11Z","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/2505.08736/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present a (proto) Foundation Model for Nuclear Physics, capable of operating on low-level detector inputs from Imaging Cherenkov Detectors at the future Electron Ion Collider. Building upon established next-token prediction approaches, we aim to address potential challenges such as resolution loss from existing tokenization schemes and limited support for conditional generation. We propose four key innovations: (i) separate vocabularies for discrete and continuous variates, combined via Causal Multi-Head Cross-Attention (CMHCA), (ii) continuous kinematic conditioning through prepended conte","authors_text":"Cristiano Fanelli, James Giroux","cross_cats":["hep-ex","nucl-ex","physics.ins-det"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-05-13T16:49:45Z","title":"Towards Foundation Models for Experimental Readout Systems Combining Discrete and Continuous Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.08736","kind":"arxiv","version":2},"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:fcf491bdd1fdd40d52f6f836903a4ac4503d89f407c7f1ce651f629143557eb3","target":"record","created_at":"2026-07-05T11:39:11Z","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":"e51d6cb47b3009a3eeeb669dab34f7688d400b4d01e5f0c35e86226d3c323099","cross_cats_sorted":["hep-ex","nucl-ex","physics.ins-det"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-05-13T16:49:45Z","title_canon_sha256":"8bdc07192236e8162c96baf5a7dcc36e1facfe43cbc1810d0f34f67b38524fdd"},"schema_version":"1.0","source":{"id":"2505.08736","kind":"arxiv","version":2}},"canonical_sha256":"3466b497b1bd39c87830753a8f09a4a366954544fcb7629619a0f02e045662dc","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3466b497b1bd39c87830753a8f09a4a366954544fcb7629619a0f02e045662dc","first_computed_at":"2026-07-05T11:39:11.498028Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:39:11.498028Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zWN23P7JtERP/c8fLcur0H2qKI+cIgg4n3X/IKtNE82HuM3isIsjyzI2mjddUJXEE7VQJAPLtwDA87ONUH2BDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:39:11.498475Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.08736","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fcf491bdd1fdd40d52f6f836903a4ac4503d89f407c7f1ce651f629143557eb3","sha256:27b478662b93d6af0056f90ca1f9072038e379f5adbf097adbfd04693dbe7f08"],"state_sha256":"2919267f824a044faf440ca1ca22a683208299200902effb9c9828b9e3a131e2"}