{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:VJ6FKMMNAODBMKE2WUIXZWIGBM","short_pith_number":"pith:VJ6FKMMN","canonical_record":{"source":{"id":"2409.16052","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2024-09-24T12:56:56Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"017f5efee931abb6014eba32c83cfc9a6974e867f625c1be3b592c398315fe20","abstract_canon_sha256":"c1e17a10b90f6f310545dde9bb52bf6f359ae3ebec82c0a838a97988cc935c26"},"schema_version":"1.0"},"canonical_sha256":"aa7c55318d038616289ab5117cd9060b0cbf2574216c85b37e361d61196eaa84","source":{"kind":"arxiv","id":"2409.16052","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.16052","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"arxiv_version","alias_value":"2409.16052v2","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.16052","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_12","alias_value":"VJ6FKMMNAODB","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_16","alias_value":"VJ6FKMMNAODBMKE2","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_8","alias_value":"VJ6FKMMN","created_at":"2026-07-05T11:14:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:VJ6FKMMNAODBMKE2WUIXZWIGBM","target":"record","payload":{"canonical_record":{"source":{"id":"2409.16052","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2024-09-24T12:56:56Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"017f5efee931abb6014eba32c83cfc9a6974e867f625c1be3b592c398315fe20","abstract_canon_sha256":"c1e17a10b90f6f310545dde9bb52bf6f359ae3ebec82c0a838a97988cc935c26"},"schema_version":"1.0"},"canonical_sha256":"aa7c55318d038616289ab5117cd9060b0cbf2574216c85b37e361d61196eaa84","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:14:49.255156Z","signature_b64":"zeZAlVThLesCWenr9rySeZ4eWjZx00TrkLqYQhg3dCWpb0WVo5tn5uazdwFeHmVlEeqD2E0SxxcErTf5S2ocBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"aa7c55318d038616289ab5117cd9060b0cbf2574216c85b37e361d61196eaa84","last_reissued_at":"2026-07-05T11:14:49.254678Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:14:49.254678Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.16052","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:14:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KNwknw+YIEhwIIQyAP72OEoWj1feRonVAXa7IR4pzWesZr9Hu1kzOFUPFTlNAU1mSYkdfyAGL8hMGdtitC38Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T06:52:47.459080Z"},"content_sha256":"2b25db6b205f7206953e54ef146243a6da97bab2da9eb4b834e5261028ea22dd","schema_version":"1.0","event_id":"sha256:2b25db6b205f7206953e54ef146243a6da97bab2da9eb4b834e5261028ea22dd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:VJ6FKMMNAODBMKE2WUIXZWIGBM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"hep-ex","authors_text":"Eilam Gross, Etienne Dreyer, Nilotpal Kakati","submitted_at":"2024-09-24T12:56:56Z","abstract_excerpt":"In preparation for Higgs factories and energy-frontier facilities, future colliders are moving toward high-granularity calorimeters to improve reconstruction quality. However, the cost and construction complexity of such detectors is substantial, making software-based approaches like super-resolution an attractive alternative. This study explores integrating super-resolution techniques into an LHC-like reconstruction pipeline to effectively enhance calorimeter granularity and suppress noise. We find that this software preprocessing step significantly improves reconstruction quality without phy"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.16052","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2409.16052/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:14:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YtiZ7nF4ZoPfIiq+N4Bas9cUogPXlPNycmqEj6sQOm0CD64KYeqFovK6UcQgpjnR6H3QEfAYeXSsqcho54/gBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T06:52:47.459467Z"},"content_sha256":"9d39b83130ef2fd8b4ae874f75878c0cafee4f6f0f38b303f227b7cd1c5ef630","schema_version":"1.0","event_id":"sha256:9d39b83130ef2fd8b4ae874f75878c0cafee4f6f0f38b303f227b7cd1c5ef630"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/bundle.json","state_url":"https://pith.science/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-07T06:52:47Z","links":{"resolver":"https://pith.science/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM","bundle":"https://pith.science/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/bundle.json","state":"https://pith.science/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VJ6FKMMNAODBMKE2WUIXZWIGBM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:VJ6FKMMNAODBMKE2WUIXZWIGBM","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":"c1e17a10b90f6f310545dde9bb52bf6f359ae3ebec82c0a838a97988cc935c26","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2024-09-24T12:56:56Z","title_canon_sha256":"017f5efee931abb6014eba32c83cfc9a6974e867f625c1be3b592c398315fe20"},"schema_version":"1.0","source":{"id":"2409.16052","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.16052","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"arxiv_version","alias_value":"2409.16052v2","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.16052","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_12","alias_value":"VJ6FKMMNAODB","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_16","alias_value":"VJ6FKMMNAODBMKE2","created_at":"2026-07-05T11:14:49Z"},{"alias_kind":"pith_short_8","alias_value":"VJ6FKMMN","created_at":"2026-07-05T11:14:49Z"}],"graph_snapshots":[{"event_id":"sha256:9d39b83130ef2fd8b4ae874f75878c0cafee4f6f0f38b303f227b7cd1c5ef630","target":"graph","created_at":"2026-07-05T11:14:49Z","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/2409.16052/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In preparation for Higgs factories and energy-frontier facilities, future colliders are moving toward high-granularity calorimeters to improve reconstruction quality. However, the cost and construction complexity of such detectors is substantial, making software-based approaches like super-resolution an attractive alternative. This study explores integrating super-resolution techniques into an LHC-like reconstruction pipeline to effectively enhance calorimeter granularity and suppress noise. We find that this software preprocessing step significantly improves reconstruction quality without phy","authors_text":"Eilam Gross, Etienne Dreyer, Nilotpal Kakati","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2024-09-24T12:56:56Z","title":"Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.16052","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":"sha256:2b25db6b205f7206953e54ef146243a6da97bab2da9eb4b834e5261028ea22dd","target":"record","created_at":"2026-07-05T11:14:49Z","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":"c1e17a10b90f6f310545dde9bb52bf6f359ae3ebec82c0a838a97988cc935c26","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ex","submitted_at":"2024-09-24T12:56:56Z","title_canon_sha256":"017f5efee931abb6014eba32c83cfc9a6974e867f625c1be3b592c398315fe20"},"schema_version":"1.0","source":{"id":"2409.16052","kind":"arxiv","version":2}},"canonical_sha256":"aa7c55318d038616289ab5117cd9060b0cbf2574216c85b37e361d61196eaa84","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"aa7c55318d038616289ab5117cd9060b0cbf2574216c85b37e361d61196eaa84","first_computed_at":"2026-07-05T11:14:49.254678Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:49.254678Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zeZAlVThLesCWenr9rySeZ4eWjZx00TrkLqYQhg3dCWpb0WVo5tn5uazdwFeHmVlEeqD2E0SxxcErTf5S2ocBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:49.255156Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.16052","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2b25db6b205f7206953e54ef146243a6da97bab2da9eb4b834e5261028ea22dd","sha256:9d39b83130ef2fd8b4ae874f75878c0cafee4f6f0f38b303f227b7cd1c5ef630"],"state_sha256":"7dca6cffb11a6e89ff40782d3a2c83c3cd472373a3c53d949a708e4f712056f6"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8upHVO5gue8mGWcN8jCvshbVfAjvbpcO/YLFDO6IRJ7n7vLiWeRecGl25OIg/fNtUVhwr5wvGzN7t7T+JK7rCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T06:52:47.461437Z","bundle_sha256":"71d2684a3d85e94eec9ca33d55746d55a0f883b76ab2b3f8d7dcb0b3c44ed3c0"}}