{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:SA6DPP6OCTXGVLG4ULWIJPBMZR","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":"0d9b069d584ecb8789942bbc038780d6fe1cbb102ac47068c3471e1850e12351","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-07-21T12:56:06Z","title_canon_sha256":"eed5727bb80a9ecc4f939e792b24a809bf768719f978b62d9ea88eb23869e5a0"},"schema_version":"1.0","source":{"id":"1707.06878","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1707.06878","created_at":"2026-05-18T00:15:42Z"},{"alias_kind":"arxiv_version","alias_value":"1707.06878v1","created_at":"2026-05-18T00:15:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1707.06878","created_at":"2026-05-18T00:15:42Z"},{"alias_kind":"pith_short_12","alias_value":"SA6DPP6OCTXG","created_at":"2026-05-18T12:31:43Z"},{"alias_kind":"pith_short_16","alias_value":"SA6DPP6OCTXGVLG4","created_at":"2026-05-18T12:31:43Z"},{"alias_kind":"pith_short_8","alias_value":"SA6DPP6O","created_at":"2026-05-18T12:31:43Z"}],"graph_snapshots":[{"event_id":"sha256:88d05be0b2a8f00aa3de5d358ef76d020df65d39011568a956b19acd383be638","target":"graph","created_at":"2026-05-18T00:15:42Z","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":"Interpretability of a predictive model is a powerful feature that gains the trust of users in the correctness of the predictions. In word sense disambiguation (WSD), knowledge-based systems tend to be much more interpretable than knowledge-free counterparts as they rely on the wealth of manually-encoded elements representing word senses, such as hypernyms, usage examples, and images. We present a WSD system that bridges the gap between these two so far disconnected groups of methods. Namely, our system, providing access to several state-of-the-art WSD models, aims to be interpretable as a know","authors_text":"Alexander Panchenko, Chris Biemann, Dmitry Ustalov, Eugen Ruppert, Fide Marten, Simone Paolo Ponzetto, Stefano Faralli","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-07-21T12:56:06Z","title":"Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1707.06878","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":"sha256:823623f4f831e35d8d4db997e52f2bd6ec77ed09ae0dc627c7df063c7d23f1a5","target":"record","created_at":"2026-05-18T00:15:42Z","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":"0d9b069d584ecb8789942bbc038780d6fe1cbb102ac47068c3471e1850e12351","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2017-07-21T12:56:06Z","title_canon_sha256":"eed5727bb80a9ecc4f939e792b24a809bf768719f978b62d9ea88eb23869e5a0"},"schema_version":"1.0","source":{"id":"1707.06878","kind":"arxiv","version":1}},"canonical_sha256":"903c37bfce14ee6aacdca2ec84bc2ccc7b964f632ce2fd26db48324a6440aa12","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"903c37bfce14ee6aacdca2ec84bc2ccc7b964f632ce2fd26db48324a6440aa12","first_computed_at":"2026-05-18T00:15:42.175758Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:15:42.175758Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XqicoJoA15cWWmfIq/zTQlnxb1/ZBq+NHIJOCCdJmmXZmCuUxA/rMs9jMlr4Y7zGl4Mhz2EjrjqgWbihpr/5AA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:15:42.176458Z","signed_message":"canonical_sha256_bytes"},"source_id":"1707.06878","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:823623f4f831e35d8d4db997e52f2bd6ec77ed09ae0dc627c7df063c7d23f1a5","sha256:88d05be0b2a8f00aa3de5d358ef76d020df65d39011568a956b19acd383be638"],"state_sha256":"ba0bec4a48a4352096df375f39e420f938d5130c4b32c837e1e3ad7a1406d9c5"}