{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:QMIVJHHY35EYEO3KOLYYB5IONF","short_pith_number":"pith:QMIVJHHY","canonical_record":{"source":{"id":"2402.12449","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2024-02-19T19:00:09Z","cross_cats_sorted":["hep-ex"],"title_canon_sha256":"406da728fffa16af4651ba7ceaf9724822c8a339ecf055d9e20b87e71734ed1d","abstract_canon_sha256":"eeb6a61001d48f434626d789c4f6bf09343f3b99a707acf2bf6e382ddf39e503"},"schema_version":"1.0"},"canonical_sha256":"8311549cf8df49823b6a72f180f50e6969f5855cb54b2cb2afcb28145d3a8108","source":{"kind":"arxiv","id":"2402.12449","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.12449","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"arxiv_version","alias_value":"2402.12449v3","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.12449","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_12","alias_value":"QMIVJHHY35EY","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_16","alias_value":"QMIVJHHY35EYEO3K","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_8","alias_value":"QMIVJHHY","created_at":"2026-07-05T08:57:00Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:QMIVJHHY35EYEO3KOLYYB5IONF","target":"record","payload":{"canonical_record":{"source":{"id":"2402.12449","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2024-02-19T19:00:09Z","cross_cats_sorted":["hep-ex"],"title_canon_sha256":"406da728fffa16af4651ba7ceaf9724822c8a339ecf055d9e20b87e71734ed1d","abstract_canon_sha256":"eeb6a61001d48f434626d789c4f6bf09343f3b99a707acf2bf6e382ddf39e503"},"schema_version":"1.0"},"canonical_sha256":"8311549cf8df49823b6a72f180f50e6969f5855cb54b2cb2afcb28145d3a8108","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:57:00.714551Z","signature_b64":"2Nnmkn4taTe7zlRNHPEY4m1HjVrD0LfyM2Fym34i/kIufTxCpVK9A3fkDB6riLvC7x9Fogay8IOmEaMAFIdBCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8311549cf8df49823b6a72f180f50e6969f5855cb54b2cb2afcb28145d3a8108","last_reissued_at":"2026-07-05T08:57:00.714075Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:57:00.714075Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.12449","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:57:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sKHTX/AYpE4EHID0BBoaOMTJp5SyDmDtA8j/pTW7LC9nYrig7LzHHWW83X76gj8+h0Zij3ius903XXbB3Ra9Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T07:46:46.024664Z"},"content_sha256":"59a7c75179072a1944620854cfee36a1d793d3ba53a98cfa97567b1a99a11818","schema_version":"1.0","event_id":"sha256:59a7c75179072a1944620854cfee36a1d793d3ba53a98cfa97567b1a99a11818"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:QMIVJHHY35EYEO3KOLYYB5IONF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Equivariant, Safe and Sensitive -- Graph Networks for New Physics","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["hep-ex"],"primary_cat":"hep-ph","authors_text":"Akanksha Bhardwaj, Christoph Englert, Michael Spannowsky, Vishal S. Ngairangbam, Wrishik Naskar","submitted_at":"2024-02-19T19:00:09Z","abstract_excerpt":"This study introduces a novel Graph Neural Network (GNN) architecture that leverages infrared and collinear (IRC) safety and equivariance to enhance the analysis of collider data for Beyond the Standard Model (BSM) discoveries. By integrating equivariance in the rapidity-azimuth plane with IRC-safe principles, our model significantly reduces computational overhead while ensuring theoretical consistency in identifying BSM scenarios amidst Quantum Chromodynamics backgrounds. The proposed GNN architecture demonstrates superior performance in tagging semi-visible jets, highlighting its potential a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.12449","kind":"arxiv","version":3},"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/2402.12449/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":"2026-07-05T08:57:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cd0wYLJaa+rmokumwG2+nMh42GD7unYXxi9rV0rPLUeAzqTqrBb4gCCcXjKQ+oMoYCZYlQvG54nYe+KmBPgdBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T07:46:46.025207Z"},"content_sha256":"5d920788314b39577dd957de260eb61a9aaba2009e6dce8371448e668dbdccd3","schema_version":"1.0","event_id":"sha256:5d920788314b39577dd957de260eb61a9aaba2009e6dce8371448e668dbdccd3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QMIVJHHY35EYEO3KOLYYB5IONF/bundle.json","state_url":"https://pith.science/pith/QMIVJHHY35EYEO3KOLYYB5IONF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QMIVJHHY35EYEO3KOLYYB5IONF/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":"2026-08-13T07:46:46Z","links":{"resolver":"https://pith.science/pith/QMIVJHHY35EYEO3KOLYYB5IONF","bundle":"https://pith.science/pith/QMIVJHHY35EYEO3KOLYYB5IONF/bundle.json","state":"https://pith.science/pith/QMIVJHHY35EYEO3KOLYYB5IONF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QMIVJHHY35EYEO3KOLYYB5IONF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:QMIVJHHY35EYEO3KOLYYB5IONF","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":"eeb6a61001d48f434626d789c4f6bf09343f3b99a707acf2bf6e382ddf39e503","cross_cats_sorted":["hep-ex"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2024-02-19T19:00:09Z","title_canon_sha256":"406da728fffa16af4651ba7ceaf9724822c8a339ecf055d9e20b87e71734ed1d"},"schema_version":"1.0","source":{"id":"2402.12449","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.12449","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"arxiv_version","alias_value":"2402.12449v3","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.12449","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_12","alias_value":"QMIVJHHY35EY","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_16","alias_value":"QMIVJHHY35EYEO3K","created_at":"2026-07-05T08:57:00Z"},{"alias_kind":"pith_short_8","alias_value":"QMIVJHHY","created_at":"2026-07-05T08:57:00Z"}],"graph_snapshots":[{"event_id":"sha256:5d920788314b39577dd957de260eb61a9aaba2009e6dce8371448e668dbdccd3","target":"graph","created_at":"2026-07-05T08:57:00Z","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/2402.12449/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study introduces a novel Graph Neural Network (GNN) architecture that leverages infrared and collinear (IRC) safety and equivariance to enhance the analysis of collider data for Beyond the Standard Model (BSM) discoveries. By integrating equivariance in the rapidity-azimuth plane with IRC-safe principles, our model significantly reduces computational overhead while ensuring theoretical consistency in identifying BSM scenarios amidst Quantum Chromodynamics backgrounds. The proposed GNN architecture demonstrates superior performance in tagging semi-visible jets, highlighting its potential a","authors_text":"Akanksha Bhardwaj, Christoph Englert, Michael Spannowsky, Vishal S. Ngairangbam, Wrishik Naskar","cross_cats":["hep-ex"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2024-02-19T19:00:09Z","title":"Equivariant, Safe and Sensitive -- Graph Networks for New Physics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.12449","kind":"arxiv","version":3},"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":"sha256:59a7c75179072a1944620854cfee36a1d793d3ba53a98cfa97567b1a99a11818","target":"record","created_at":"2026-07-05T08:57:00Z","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":"eeb6a61001d48f434626d789c4f6bf09343f3b99a707acf2bf6e382ddf39e503","cross_cats_sorted":["hep-ex"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2024-02-19T19:00:09Z","title_canon_sha256":"406da728fffa16af4651ba7ceaf9724822c8a339ecf055d9e20b87e71734ed1d"},"schema_version":"1.0","source":{"id":"2402.12449","kind":"arxiv","version":3}},"canonical_sha256":"8311549cf8df49823b6a72f180f50e6969f5855cb54b2cb2afcb28145d3a8108","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8311549cf8df49823b6a72f180f50e6969f5855cb54b2cb2afcb28145d3a8108","first_computed_at":"2026-07-05T08:57:00.714075Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:57:00.714075Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2Nnmkn4taTe7zlRNHPEY4m1HjVrD0LfyM2Fym34i/kIufTxCpVK9A3fkDB6riLvC7x9Fogay8IOmEaMAFIdBCw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:57:00.714551Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.12449","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:59a7c75179072a1944620854cfee36a1d793d3ba53a98cfa97567b1a99a11818","sha256:5d920788314b39577dd957de260eb61a9aaba2009e6dce8371448e668dbdccd3"],"state_sha256":"1b3c349a1f531bbf85ebe2134f58b12370035809b9946a9893b3529146e90136"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"K2zFTdcoWV3Evzs5Smz0HXP8gEMQIS7l4ywaUT13gN9FCMiAdCSNhRiBElcEbUjiymU9H3gh3E7O4Bt1ED3iBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T07:46:46.030382Z","bundle_sha256":"5ddb78177cb4745e9e2cd32a22d78f5e492c2665b64840be98d25559b1595030"}}