{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:HLXPBQHKTBBWCWY2MVFLAETUOS","short_pith_number":"pith:HLXPBQHK","canonical_record":{"source":{"id":"1708.00339","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-01T14:06:12Z","cross_cats_sorted":["cs.AI","cs.NE"],"title_canon_sha256":"305db2bbb3a604861689e290900f36134f035c1616760ecd8be9f5c0971ba641","abstract_canon_sha256":"3a92f05616e17dab7f228d11646f5262e1d48965184d0204121a249eb3f118a9"},"schema_version":"1.0"},"canonical_sha256":"3aeef0c0ea9843615b1a654ab0127474afaa9c6c6da6a7aea07e86907bb31170","source":{"kind":"arxiv","id":"1708.00339","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.00339","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"arxiv_version","alias_value":"1708.00339v3","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.00339","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"pith_short_12","alias_value":"HLXPBQHKTBBW","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_16","alias_value":"HLXPBQHKTBBWCWY2","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_8","alias_value":"HLXPBQHK","created_at":"2026-05-18T12:31:18Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:HLXPBQHKTBBWCWY2MVFLAETUOS","target":"record","payload":{"canonical_record":{"source":{"id":"1708.00339","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-01T14:06:12Z","cross_cats_sorted":["cs.AI","cs.NE"],"title_canon_sha256":"305db2bbb3a604861689e290900f36134f035c1616760ecd8be9f5c0971ba641","abstract_canon_sha256":"3a92f05616e17dab7f228d11646f5262e1d48965184d0204121a249eb3f118a9"},"schema_version":"1.0"},"canonical_sha256":"3aeef0c0ea9843615b1a654ab0127474afaa9c6c6da6a7aea07e86907bb31170","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:31:12.104674Z","signature_b64":"RJd6/cMtwBFtFUsOjp4Ms0epGF1CrUAzu1PB0u7wA+UhLy8Rt61og6o6+jLvj892x5oipdLHGcRs2pDj+TqSCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3aeef0c0ea9843615b1a654ab0127474afaa9c6c6da6a7aea07e86907bb31170","last_reissued_at":"2026-05-18T00:31:12.103999Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:31:12.103999Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1708.00339","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":"2026-05-18T00:31:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MjPkNo9H6pse9RyzTCFCheaImecrbC5wxCgOS+pYVqnNIxV0+/1jaQBuQlV7pz3fa6vNZ44NN+Q6FQ9tOjyEBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T02:52:54.361704Z"},"content_sha256":"68637f24fc7ef20f508b785cf310af24f620004881332e2789710eccc8e54a27","schema_version":"1.0","event_id":"sha256:68637f24fc7ef20f508b785cf310af24f620004881332e2789710eccc8e54a27"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:HLXPBQHKTBBWCWY2MVFLAETUOS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.NE"],"primary_cat":"cs.LG","authors_text":"Arshdeep Sekhon, Jack Lanchantin, Ritambhara Singh, Yanjun Qi","submitted_at":"2017-08-01T14:06:12Z","abstract_excerpt":"The past decade has seen a revolution in genomic technologies that enable a flood of genome-wide profiling of chromatin marks. Recent literature tried to understand gene regulation by predicting gene expression from large-scale chromatin measurements. Two fundamental challenges exist for such learning tasks: (1) genome-wide chromatin signals are spatially structured, high-dimensional and highly modular; and (2) the core aim is to understand what are the relevant factors and how they work together? Previous studies either failed to model complex dependencies among input signals or relied on sep"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.00339","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":""},"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":"2026-05-18T00:31:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A67+zGFpXRFDeLWEs9tBtjaA6aus+BT7cqErzxIGAL/kpdLIGJTAb+0f6lY4drq0jo+nyaAzBjO8GECguPEeDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T02:52:54.362114Z"},"content_sha256":"6b880fc6bb5f28b3f6916768967be1868559bb32971b19ebfa0f734be28010c2","schema_version":"1.0","event_id":"sha256:6b880fc6bb5f28b3f6916768967be1868559bb32971b19ebfa0f734be28010c2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/bundle.json","state_url":"https://pith.science/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/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":"2026-06-01T02:52:54Z","links":{"resolver":"https://pith.science/pith/HLXPBQHKTBBWCWY2MVFLAETUOS","bundle":"https://pith.science/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/bundle.json","state":"https://pith.science/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HLXPBQHKTBBWCWY2MVFLAETUOS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:HLXPBQHKTBBWCWY2MVFLAETUOS","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":"3a92f05616e17dab7f228d11646f5262e1d48965184d0204121a249eb3f118a9","cross_cats_sorted":["cs.AI","cs.NE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-01T14:06:12Z","title_canon_sha256":"305db2bbb3a604861689e290900f36134f035c1616760ecd8be9f5c0971ba641"},"schema_version":"1.0","source":{"id":"1708.00339","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1708.00339","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"arxiv_version","alias_value":"1708.00339v3","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.00339","created_at":"2026-05-18T00:31:12Z"},{"alias_kind":"pith_short_12","alias_value":"HLXPBQHKTBBW","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_16","alias_value":"HLXPBQHKTBBWCWY2","created_at":"2026-05-18T12:31:18Z"},{"alias_kind":"pith_short_8","alias_value":"HLXPBQHK","created_at":"2026-05-18T12:31:18Z"}],"graph_snapshots":[{"event_id":"sha256:6b880fc6bb5f28b3f6916768967be1868559bb32971b19ebfa0f734be28010c2","target":"graph","created_at":"2026-05-18T00:31:12Z","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":"The past decade has seen a revolution in genomic technologies that enable a flood of genome-wide profiling of chromatin marks. Recent literature tried to understand gene regulation by predicting gene expression from large-scale chromatin measurements. Two fundamental challenges exist for such learning tasks: (1) genome-wide chromatin signals are spatially structured, high-dimensional and highly modular; and (2) the core aim is to understand what are the relevant factors and how they work together? Previous studies either failed to model complex dependencies among input signals or relied on sep","authors_text":"Arshdeep Sekhon, Jack Lanchantin, Ritambhara Singh, Yanjun Qi","cross_cats":["cs.AI","cs.NE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-01T14:06:12Z","title":"Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.00339","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":"sha256:68637f24fc7ef20f508b785cf310af24f620004881332e2789710eccc8e54a27","target":"record","created_at":"2026-05-18T00:31:12Z","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":"3a92f05616e17dab7f228d11646f5262e1d48965184d0204121a249eb3f118a9","cross_cats_sorted":["cs.AI","cs.NE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-08-01T14:06:12Z","title_canon_sha256":"305db2bbb3a604861689e290900f36134f035c1616760ecd8be9f5c0971ba641"},"schema_version":"1.0","source":{"id":"1708.00339","kind":"arxiv","version":3}},"canonical_sha256":"3aeef0c0ea9843615b1a654ab0127474afaa9c6c6da6a7aea07e86907bb31170","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3aeef0c0ea9843615b1a654ab0127474afaa9c6c6da6a7aea07e86907bb31170","first_computed_at":"2026-05-18T00:31:12.103999Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:31:12.103999Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RJd6/cMtwBFtFUsOjp4Ms0epGF1CrUAzu1PB0u7wA+UhLy8Rt61og6o6+jLvj892x5oipdLHGcRs2pDj+TqSCg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:31:12.104674Z","signed_message":"canonical_sha256_bytes"},"source_id":"1708.00339","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:68637f24fc7ef20f508b785cf310af24f620004881332e2789710eccc8e54a27","sha256:6b880fc6bb5f28b3f6916768967be1868559bb32971b19ebfa0f734be28010c2"],"state_sha256":"1ae87ac56a42ab6de1d8bccfcd08a2292612e314b4d47f77d501c5c8568f5d47"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SSmGZdOnwg0T1f2O/ClipGAeJq2aJQDf7phs2egEN79RPub9WkWscYgl4Zjy/lp0YewQWENkJNvhq715nnEhCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T02:52:54.364579Z","bundle_sha256":"1802bf7c91a8bac33f7e1ef04d476f936fdc3e1ed7835b8a122b342561df77ff"}}