{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:4QONHAPYXZDK45NICEPHT473QJ","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":"dbb74b490a4afadcf0a08cd18c58a4c0aa2ca6fcc26e928ad2f5531438a0c03c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-13T12:30:09Z","title_canon_sha256":"de653ace5316ff26f79024432fe1d69f2639b13095cc95c3ab4f5339f1721812"},"schema_version":"1.0","source":{"id":"2412.10092","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.10092","created_at":"2026-07-05T09:48:47Z"},{"alias_kind":"arxiv_version","alias_value":"2412.10092v1","created_at":"2026-07-05T09:48:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.10092","created_at":"2026-07-05T09:48:47Z"},{"alias_kind":"pith_short_12","alias_value":"4QONHAPYXZDK","created_at":"2026-07-05T09:48:47Z"},{"alias_kind":"pith_short_16","alias_value":"4QONHAPYXZDK45NI","created_at":"2026-07-05T09:48:47Z"},{"alias_kind":"pith_short_8","alias_value":"4QONHAPY","created_at":"2026-07-05T09:48:47Z"}],"graph_snapshots":[{"event_id":"sha256:7472263c9b6b86551ebd1384d52ecdb0e5209b23f91cd06fc95fba0bd99e0f55","target":"graph","created_at":"2026-07-05T09:48:47Z","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/2412.10092/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Knowledge Graphs (KGs) and their machine learning counterpart, Knowledge Graph Embedding Models (KGEMs), have seen ever-increasing use in a wide variety of academic and applied settings. In particular, KGEMs are typically applied to KGs to solve the link prediction task; i.e. to predict new facts in the domain of a KG based on existing, observed facts. While this approach has been shown substantial power in many end-use cases, it remains incompletely characterised in terms of how KGEMs react differently to KG structure. This is of particular concern in light of recent studies showing that KG s","authors_text":"Declan O'Sullivan, Jeffrey Sardina, John D. Kelleher","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-13T12:30:09Z","title":"A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.10092","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":"sha256:63fb498a78a0d2beba52fba6d0d9965a17c2158675d704e1a78e0756ec581768","target":"record","created_at":"2026-07-05T09:48:47Z","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":"dbb74b490a4afadcf0a08cd18c58a4c0aa2ca6fcc26e928ad2f5531438a0c03c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-13T12:30:09Z","title_canon_sha256":"de653ace5316ff26f79024432fe1d69f2639b13095cc95c3ab4f5339f1721812"},"schema_version":"1.0","source":{"id":"2412.10092","kind":"arxiv","version":1}},"canonical_sha256":"e41cd381f8be46ae75a8111e79f3fb825173a5f1ca90eb7fa49bdfa834085ece","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e41cd381f8be46ae75a8111e79f3fb825173a5f1ca90eb7fa49bdfa834085ece","first_computed_at":"2026-07-05T09:48:47.003052Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:48:47.003052Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"WXE8rmrJBVCPkWos2Olq861SDDIz8LeoWal1UOHoBAdE+JFVu3bmLAPHVlZfge7lneRuqg6EnYR3a/17w0BeAw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:48:47.003541Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.10092","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:63fb498a78a0d2beba52fba6d0d9965a17c2158675d704e1a78e0756ec581768","sha256:7472263c9b6b86551ebd1384d52ecdb0e5209b23f91cd06fc95fba0bd99e0f55"],"state_sha256":"7b82fee69b798c2810a24040f291e48f56eecf9c5b51bdfe350ea3e7d4b1d2a8"}