{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:QCZZQL5VUEGCSFT3GUZITSAMGK","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":"16f4a0fad55d8afd0d99291d973145fce1af0b15b9f57fba447c4f9aa70e77a7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2017-09-25T12:51:46Z","title_canon_sha256":"56751f3d153b3e1a402fff61a24ac5d1ba18bb0ce5d67062722502eecc01bc5b"},"schema_version":"1.0","source":{"id":"1709.08459","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1709.08459","created_at":"2026-05-18T00:34:25Z"},{"alias_kind":"arxiv_version","alias_value":"1709.08459v1","created_at":"2026-05-18T00:34:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1709.08459","created_at":"2026-05-18T00:34:25Z"},{"alias_kind":"pith_short_12","alias_value":"QCZZQL5VUEGC","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_16","alias_value":"QCZZQL5VUEGCSFT3","created_at":"2026-05-18T12:31:37Z"},{"alias_kind":"pith_short_8","alias_value":"QCZZQL5V","created_at":"2026-05-18T12:31:37Z"}],"graph_snapshots":[{"event_id":"sha256:dba54da908d7b645f9ab974c68f2536889308aff0e37007c5a3b11e292ffb1aa","target":"graph","created_at":"2026-05-18T00:34:25Z","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":"Crowdsourced, or human computation based clustering algorithms usually rely on relative distance comparisons, as these are easier to elicit from human workers than absolute distance information. A relative distance comparison is a statement of the form \"item A is closer to item B than to item C\". However, many existing clustering algorithms that use relative distances are rather complex. They are often based on a two-step approach, where the relative distances are first used to learn either a distance matrix, or an embedding of the items, and then some standard clustering method is applied in ","authors_text":"Antti Ukkonen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2017-09-25T12:51:46Z","title":"Crowdsourced correlation clustering with relative distance comparisons"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1709.08459","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":"sha256:169469f5fd24f4ae33eaa4d96aefd814d31dc3a8f3738ba56003db0b5f28caaf","target":"record","created_at":"2026-05-18T00:34:25Z","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":"16f4a0fad55d8afd0d99291d973145fce1af0b15b9f57fba447c4f9aa70e77a7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DS","submitted_at":"2017-09-25T12:51:46Z","title_canon_sha256":"56751f3d153b3e1a402fff61a24ac5d1ba18bb0ce5d67062722502eecc01bc5b"},"schema_version":"1.0","source":{"id":"1709.08459","kind":"arxiv","version":1}},"canonical_sha256":"80b3982fb5a10c29167b353289c80c3280522db290348e373355e383ab6be3c3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"80b3982fb5a10c29167b353289c80c3280522db290348e373355e383ab6be3c3","first_computed_at":"2026-05-18T00:34:25.577630Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:34:25.577630Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PUmUnGbjXhxJSb6/C2KShiuvDwE5yNkgFhKvWN7vgrVVYMuVUbBMSxvMvgIBG9WqEEFT1Af1Eek/9XqW8OaiBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:34:25.578044Z","signed_message":"canonical_sha256_bytes"},"source_id":"1709.08459","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:169469f5fd24f4ae33eaa4d96aefd814d31dc3a8f3738ba56003db0b5f28caaf","sha256:dba54da908d7b645f9ab974c68f2536889308aff0e37007c5a3b11e292ffb1aa"],"state_sha256":"94833fcf89ceab48d701f4b7f1d9128987e7277650da9029851c4c1f01fd585b"}