{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:LZ5PKDB2W7JEQP7OIYHRZR7WV3","short_pith_number":"pith:LZ5PKDB2","canonical_record":{"source":{"id":"1805.10730","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2018-05-28T01:56:11Z","cross_cats_sorted":["hep-ex"],"title_canon_sha256":"95f61a5f6876bdb6b55f53d30860d1e7e4980243ca6f9303de46f211a5a78ba9","abstract_canon_sha256":"c9f50d8d107beee817e2e717578f328cf120a66d65d20cc4db404fa7967cec04"},"schema_version":"1.0"},"canonical_sha256":"5e7af50c3ab7d2483fee460f1cc7f6aed567f8d8afa1e4d14fee0c1905a1261d","source":{"kind":"arxiv","id":"1805.10730","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1805.10730","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"arxiv_version","alias_value":"1805.10730v2","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1805.10730","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"pith_short_12","alias_value":"LZ5PKDB2W7JE","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_16","alias_value":"LZ5PKDB2W7JEQP7O","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_8","alias_value":"LZ5PKDB2","created_at":"2026-05-18T12:32:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:LZ5PKDB2W7JEQP7OIYHRZR7WV3","target":"record","payload":{"canonical_record":{"source":{"id":"1805.10730","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2018-05-28T01:56:11Z","cross_cats_sorted":["hep-ex"],"title_canon_sha256":"95f61a5f6876bdb6b55f53d30860d1e7e4980243ca6f9303de46f211a5a78ba9","abstract_canon_sha256":"c9f50d8d107beee817e2e717578f328cf120a66d65d20cc4db404fa7967cec04"},"schema_version":"1.0"},"canonical_sha256":"5e7af50c3ab7d2483fee460f1cc7f6aed567f8d8afa1e4d14fee0c1905a1261d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:01:29.468370Z","signature_b64":"V6+yF8ia9hfWN+jTM/M/X/H1gcP7WBlt48JH0Oxg8sWvmHChAhc+LIU8+qi5PgkLVR1dUNsy/SY5yefvX0BQDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5e7af50c3ab7d2483fee460f1cc7f6aed567f8d8afa1e4d14fee0c1905a1261d","last_reissued_at":"2026-05-18T00:01:29.467928Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:01:29.467928Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1805.10730","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":"2026-05-18T00:01:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wRDqvnANd3TJ+LCxTocX3xecGGYu9AOZQxgX/+Ik3c2AxMSP8LbWgUpqGPd6VU27xZ3DNzri8OXTcmWl4UMWBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T06:06:28.617471Z"},"content_sha256":"3ab8ae268eeee37d965b850e0796237b7031fe1c7e8c082058540f80ded1b283","schema_version":"1.0","event_id":"sha256:3ab8ae268eeee37d965b850e0796237b7031fe1c7e8c082058540f80ded1b283"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:LZ5PKDB2W7JEQP7OIYHRZR7WV3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Deep learning for the R-parity violating supersymmetry searches at the LHC","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["hep-ex"],"primary_cat":"hep-ph","authors_text":"Fangzhou Xu, Jinmian Li, Jun Guo, Tianjun Li, Wenxing Zhang","submitted_at":"2018-05-28T01:56:11Z","abstract_excerpt":"Supersymmetry with hadronic R-parity violation in which the lightest neutralino decays into three quarks is still weakly constrained. This work aims to further improve the current search for this scenario by the boosted decision tree method with additional information from jet substructure. In particular, we find a deep neural network turns out to perform well in characterizing the neutralino jet substructure. We first construct a Convolutional Neutral Network (CNN) which is capable of tagging the neutralino jet in any signal process by using the idea of jet image. When applied to pure jet sam"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1805.10730","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":""},"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":"2026-05-18T00:01:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Xm96BczJhAD/7xQBOVEFwdTCkz0XGUzUMxvaF+N4+emUaHEyu4fDPr6blpzJue9z4uCxfvGrRPZ8fIGf7yPkBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-11T06:06:28.618185Z"},"content_sha256":"fbe394b99946f3422d378ea794f9ef971f9c894caf3a0a167e9b1a61002955bc","schema_version":"1.0","event_id":"sha256:fbe394b99946f3422d378ea794f9ef971f9c894caf3a0a167e9b1a61002955bc"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/bundle.json","state_url":"https://pith.science/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/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":"2026-06-11T06:06:28Z","links":{"resolver":"https://pith.science/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3","bundle":"https://pith.science/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/bundle.json","state":"https://pith.science/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LZ5PKDB2W7JEQP7OIYHRZR7WV3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:LZ5PKDB2W7JEQP7OIYHRZR7WV3","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":"c9f50d8d107beee817e2e717578f328cf120a66d65d20cc4db404fa7967cec04","cross_cats_sorted":["hep-ex"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2018-05-28T01:56:11Z","title_canon_sha256":"95f61a5f6876bdb6b55f53d30860d1e7e4980243ca6f9303de46f211a5a78ba9"},"schema_version":"1.0","source":{"id":"1805.10730","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1805.10730","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"arxiv_version","alias_value":"1805.10730v2","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1805.10730","created_at":"2026-05-18T00:01:29Z"},{"alias_kind":"pith_short_12","alias_value":"LZ5PKDB2W7JE","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_16","alias_value":"LZ5PKDB2W7JEQP7O","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_8","alias_value":"LZ5PKDB2","created_at":"2026-05-18T12:32:37Z"}],"graph_snapshots":[{"event_id":"sha256:fbe394b99946f3422d378ea794f9ef971f9c894caf3a0a167e9b1a61002955bc","target":"graph","created_at":"2026-05-18T00:01:29Z","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"},"paper":{"abstract_excerpt":"Supersymmetry with hadronic R-parity violation in which the lightest neutralino decays into three quarks is still weakly constrained. This work aims to further improve the current search for this scenario by the boosted decision tree method with additional information from jet substructure. In particular, we find a deep neural network turns out to perform well in characterizing the neutralino jet substructure. We first construct a Convolutional Neutral Network (CNN) which is capable of tagging the neutralino jet in any signal process by using the idea of jet image. When applied to pure jet sam","authors_text":"Fangzhou Xu, Jinmian Li, Jun Guo, Tianjun Li, Wenxing Zhang","cross_cats":["hep-ex"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2018-05-28T01:56:11Z","title":"Deep learning for the R-parity violating supersymmetry searches at the LHC"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1805.10730","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":"sha256:3ab8ae268eeee37d965b850e0796237b7031fe1c7e8c082058540f80ded1b283","target":"record","created_at":"2026-05-18T00:01:29Z","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":"c9f50d8d107beee817e2e717578f328cf120a66d65d20cc4db404fa7967cec04","cross_cats_sorted":["hep-ex"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"hep-ph","submitted_at":"2018-05-28T01:56:11Z","title_canon_sha256":"95f61a5f6876bdb6b55f53d30860d1e7e4980243ca6f9303de46f211a5a78ba9"},"schema_version":"1.0","source":{"id":"1805.10730","kind":"arxiv","version":2}},"canonical_sha256":"5e7af50c3ab7d2483fee460f1cc7f6aed567f8d8afa1e4d14fee0c1905a1261d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5e7af50c3ab7d2483fee460f1cc7f6aed567f8d8afa1e4d14fee0c1905a1261d","first_computed_at":"2026-05-18T00:01:29.467928Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:01:29.467928Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"V6+yF8ia9hfWN+jTM/M/X/H1gcP7WBlt48JH0Oxg8sWvmHChAhc+LIU8+qi5PgkLVR1dUNsy/SY5yefvX0BQDQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:01:29.468370Z","signed_message":"canonical_sha256_bytes"},"source_id":"1805.10730","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3ab8ae268eeee37d965b850e0796237b7031fe1c7e8c082058540f80ded1b283","sha256:fbe394b99946f3422d378ea794f9ef971f9c894caf3a0a167e9b1a61002955bc"],"state_sha256":"0005a0f96bf2718122eb1d35ece47b73727088f775d09675fc37ff7e9c1187c4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iqO/SBlIRUdwvcfYN9hXWenZtY8KUd8rgC/aq5VOmEWsZ93YJKWxEknnktVZzB9XCXkhvt1S83UKM3EYU8CeDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-11T06:06:28.622605Z","bundle_sha256":"03169e9fd5076fd07fc2dde9e7a64c7e60e02edc0f152172e658ab3b8d49f276"}}