{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NIIZMR7UDO3HX5LFIMMUPQFTH2","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":"1218cf52e0f0c9a9c57e2cfec9c5ba62caad6a0bb4b6f719c53937dce526d777","cross_cats_sorted":["hep-ex"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2025-07-22T15:19:08Z","title_canon_sha256":"93534a92a9c414952e1d9ec12c18ed46c8806c973c10428f7cd327a58183db2e"},"schema_version":"1.0","source":{"id":"2507.16686","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.16686","created_at":"2026-07-05T11:41:29Z"},{"alias_kind":"arxiv_version","alias_value":"2507.16686v1","created_at":"2026-07-05T11:41:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.16686","created_at":"2026-07-05T11:41:29Z"},{"alias_kind":"pith_short_12","alias_value":"NIIZMR7UDO3H","created_at":"2026-07-05T11:41:29Z"},{"alias_kind":"pith_short_16","alias_value":"NIIZMR7UDO3HX5LF","created_at":"2026-07-05T11:41:29Z"},{"alias_kind":"pith_short_8","alias_value":"NIIZMR7U","created_at":"2026-07-05T11:41:29Z"}],"graph_snapshots":[{"event_id":"sha256:80a88c5c0a7499da2a089467d7a64298baf91b1c247ec320661299b10f82dbab","target":"graph","created_at":"2026-07-05T11:41:29Z","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/2507.16686/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present a machine learning (ML) method to calibrate hadronic jet energy in real-time trigger systems of the High-Luminosity Large Hadron Collider (HL-LHC) using an efficient implementation on field programmable gate arrays (FPGA). Regression is done to estimate the transverse energy of jet candidates, using concentric rings of electromagnetic and hadronic contributions in 0.1 x 0.1 towers around fixed-radius cone jet seeds, that accounts for in situ pileup correction. Classification separates hard-scatter jets from those due to pileup using the same inputs; its output provides a correction ","authors_text":"Benjamin T. Carlson, Michael Hemmett, Stephen T. Roche, Tae Min Hong","cross_cats":["hep-ex"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2025-07-22T15:19:08Z","title":"Ring-based ML calibration with in situ pileup correction for real-time jet triggers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.16686","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":"sha256:035615a290e4ee9a65a862f47baa5dc890093298beddb813702fdbee3fcdcad2","target":"record","created_at":"2026-07-05T11:41:29Z","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":"1218cf52e0f0c9a9c57e2cfec9c5ba62caad6a0bb4b6f719c53937dce526d777","cross_cats_sorted":["hep-ex"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2025-07-22T15:19:08Z","title_canon_sha256":"93534a92a9c414952e1d9ec12c18ed46c8806c973c10428f7cd327a58183db2e"},"schema_version":"1.0","source":{"id":"2507.16686","kind":"arxiv","version":1}},"canonical_sha256":"6a119647f41bb67bf565431947c0b33e804277f008a65b0c751b059bd785d320","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6a119647f41bb67bf565431947c0b33e804277f008a65b0c751b059bd785d320","first_computed_at":"2026-07-05T11:41:29.191170Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:41:29.191170Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ImXVCTHVXVLGpPumrFCB0tXyBRfzMG3zosi1Wrg9tMYk/fsAQQMlwEUejXFCTtv7xaS1Cfqang0MhItair+RAg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:41:29.191675Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.16686","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:035615a290e4ee9a65a862f47baa5dc890093298beddb813702fdbee3fcdcad2","sha256:80a88c5c0a7499da2a089467d7a64298baf91b1c247ec320661299b10f82dbab"],"state_sha256":"ae75a2e5b38a3ba362b932eb65263db9c1338b69541ba3fc72bd4345685031c6"}