{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:J7XUSYIDU4VJXHGJE55LOROM4L","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":"a916038ec36b33408b5067c0c7e455b110d7d60537305c0ee680dba821d5276f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-04-17T10:18:32Z","title_canon_sha256":"d55cc7c2b268f33870165c055241ec5d2fcb9d9aee8bc8e7f87755dea556b353"},"schema_version":"1.0","source":{"id":"1704.04920","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1704.04920","created_at":"2026-05-18T00:39:06Z"},{"alias_kind":"arxiv_version","alias_value":"1704.04920v3","created_at":"2026-05-18T00:39:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1704.04920","created_at":"2026-05-18T00:39:06Z"},{"alias_kind":"pith_short_12","alias_value":"J7XUSYIDU4VJ","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_16","alias_value":"J7XUSYIDU4VJXHGJ","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_8","alias_value":"J7XUSYID","created_at":"2026-05-18T12:31:21Z"}],"graph_snapshots":[{"event_id":"sha256:b1c541fbe28c80755b9d54269f7c97018af0e425cd8308fec72d93e4e6a66c2c","target":"graph","created_at":"2026-05-18T00:39:06Z","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":"We propose a novel deep learning model for joint document-level entity disambiguation, which leverages learned neural representations. Key components are entity embeddings, a neural attention mechanism over local context windows, and a differentiable joint inference stage for disambiguation. Our approach thereby combines benefits of deep learning with more traditional approaches such as graphical models and probabilistic mention-entity maps. Extensive experiments show that we are able to obtain competitive or state-of-the-art accuracy at moderate computational costs.","authors_text":"Octavian-Eugen Ganea, Thomas Hofmann","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-04-17T10:18:32Z","title":"Deep Joint Entity Disambiguation with Local Neural Attention"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1704.04920","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:e07bf160805676335d746207600b63a7dae001210c9665b09c97346bc8535c91","target":"record","created_at":"2026-05-18T00:39:06Z","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":"a916038ec36b33408b5067c0c7e455b110d7d60537305c0ee680dba821d5276f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-04-17T10:18:32Z","title_canon_sha256":"d55cc7c2b268f33870165c055241ec5d2fcb9d9aee8bc8e7f87755dea556b353"},"schema_version":"1.0","source":{"id":"1704.04920","kind":"arxiv","version":3}},"canonical_sha256":"4fef496103a72a9b9cc9277ab745cce2f708ea579d22202f0876272fdc707999","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4fef496103a72a9b9cc9277ab745cce2f708ea579d22202f0876272fdc707999","first_computed_at":"2026-05-18T00:39:06.606600Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:39:06.606600Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wyCjKxYwcRc9+I2s3LwKC/zlM6FFqAxnvghVBHkSNeCUYYWLCREyhIahAUMzDtLzb1thG2KGtMYDz16otM4xBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:39:06.607185Z","signed_message":"canonical_sha256_bytes"},"source_id":"1704.04920","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e07bf160805676335d746207600b63a7dae001210c9665b09c97346bc8535c91","sha256:b1c541fbe28c80755b9d54269f7c97018af0e425cd8308fec72d93e4e6a66c2c"],"state_sha256":"8a7b1fcb7d6364865c53d6ea6314b4e2b61d17e03fb859bcd7ac930d5d256d3f"}