{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:XZHOTGDBJZEUNFNJ4K2P6TWYI3","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":"064fde6f5ae2836d68e39a712be4aaa92e616e96e4265341fe2505d7bba8c720","cross_cats_sorted":["eess.IV","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-05-22T05:55:50Z","title_canon_sha256":"a9a3584cf975873c88fd9a7385dc8ceee4aa70418cf1889c9ee323ace4cb2e53"},"schema_version":"1.0","source":{"id":"1905.12164","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1905.12164","created_at":"2026-05-17T23:44:46Z"},{"alias_kind":"arxiv_version","alias_value":"1905.12164v1","created_at":"2026-05-17T23:44:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1905.12164","created_at":"2026-05-17T23:44:46Z"},{"alias_kind":"pith_short_12","alias_value":"XZHOTGDBJZEU","created_at":"2026-05-18T12:33:33Z"},{"alias_kind":"pith_short_16","alias_value":"XZHOTGDBJZEUNFNJ","created_at":"2026-05-18T12:33:33Z"},{"alias_kind":"pith_short_8","alias_value":"XZHOTGDB","created_at":"2026-05-18T12:33:33Z"}],"graph_snapshots":[{"event_id":"sha256:405efc955acc297073834e94c574ba624f329fcac2b08f9d927f0797fe8424d7","target":"graph","created_at":"2026-05-17T23:44:46Z","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":"Insights in power grid pixel maps (PGPMs) refer to important facility operating states and unexpected changes in the power grid. Identifying insights helps analysts understand the collaboration of various parts of the grid so that preventive and correct operations can be taken to avoid potential accidents. Existing solutions for identifying insights in PGPMs are performed manually, which may be laborious and expertise-dependent. In this paper, we propose an interactive insight identification and annotation framework by leveraging an enhanced variational autoencoder (VAE). In particular, a new ","authors_text":"Can Wang, Haozhe Feng, Tianye Zhang, Wei Chen, Yanhao Huang, Yong Tang, Zexian Chen","cross_cats":["eess.IV","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-05-22T05:55:50Z","title":"An Interactive Insight Identification and Annotation Framework for Power Grid Pixel Maps using DenseU-Hierarchical VAE"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1905.12164","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:f5a008aab09f3b324b873002f196eb0cdbbbe619254b08ea0da81c95121b4801","target":"record","created_at":"2026-05-17T23:44:46Z","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":"064fde6f5ae2836d68e39a712be4aaa92e616e96e4265341fe2505d7bba8c720","cross_cats_sorted":["eess.IV","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2019-05-22T05:55:50Z","title_canon_sha256":"a9a3584cf975873c88fd9a7385dc8ceee4aa70418cf1889c9ee323ace4cb2e53"},"schema_version":"1.0","source":{"id":"1905.12164","kind":"arxiv","version":1}},"canonical_sha256":"be4ee998614e494695a9e2b4ff4ed846d83b948dba39e084ce919d4a3172f2de","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"be4ee998614e494695a9e2b4ff4ed846d83b948dba39e084ce919d4a3172f2de","first_computed_at":"2026-05-17T23:44:46.950197Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:44:46.950197Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gYT7wN6tCYgNFpYJ2OzgVuOAXRvl/kSA/YQ6cU6pGjvs8pkTp1u6E1+4Dt4jKDbegvbCOGr1+WBRsqrZcwOUAw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:44:46.950839Z","signed_message":"canonical_sha256_bytes"},"source_id":"1905.12164","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f5a008aab09f3b324b873002f196eb0cdbbbe619254b08ea0da81c95121b4801","sha256:405efc955acc297073834e94c574ba624f329fcac2b08f9d927f0797fe8424d7"],"state_sha256":"370b4465db0e680195e22241f0bac8eb1c426a992381a735d9cd9398f9ade28f"}