{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:UYPZKIWJ2S3UP3FS4K4XX3IEYN","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":"653f923480e20793abd69840fe23f9b4a4e87a694daf961717888d3d2f9624be","cross_cats_sorted":["cs.CY","cs.SI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-16T14:13:38Z","title_canon_sha256":"6be2dc8999513f0f0d1eac7c5df1463c8739be7fad4aa2ad474b19d13f20d597"},"schema_version":"1.0","source":{"id":"2310.10429","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.10429","created_at":"2026-07-05T09:34:10Z"},{"alias_kind":"arxiv_version","alias_value":"2310.10429v2","created_at":"2026-07-05T09:34:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.10429","created_at":"2026-07-05T09:34:10Z"},{"alias_kind":"pith_short_12","alias_value":"UYPZKIWJ2S3U","created_at":"2026-07-05T09:34:10Z"},{"alias_kind":"pith_short_16","alias_value":"UYPZKIWJ2S3UP3FS","created_at":"2026-07-05T09:34:10Z"},{"alias_kind":"pith_short_8","alias_value":"UYPZKIWJ","created_at":"2026-07-05T09:34:10Z"}],"graph_snapshots":[{"event_id":"sha256:a777f4cc35e2ab0245f676245691031feb711551a0d18d92f4917b559b426813","target":"graph","created_at":"2026-07-05T09:34:10Z","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/2310.10429/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Both accuracy and timeliness are key factors in detecting fake news on social media. However, most existing methods encounter an accuracy-timeliness dilemma: Content-only methods guarantee timeliness but perform moderately because of limited available information, while social con-text-based ones generally perform better but inevitably lead to latency because of social context accumulation needs. To break such a dilemma, a feasible but not well-studied solution is to leverage social contexts (e.g., comments) from historical news for training a detection model and apply it to newly emerging new","authors_text":"Danding Wang, Guang Yang, Jintao Li, Juan Cao, Qiang Sheng, Qiong Nan, Yongchun Zhu","cross_cats":["cs.CY","cs.SI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-16T14:13:38Z","title":"Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.10429","kind":"arxiv","version":2},"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:eff8218d174891b711f42c8127aecf69d7f0857ac3cc0bfe6c7176bea1ef90fe","target":"record","created_at":"2026-07-05T09:34:10Z","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":"653f923480e20793abd69840fe23f9b4a4e87a694daf961717888d3d2f9624be","cross_cats_sorted":["cs.CY","cs.SI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-16T14:13:38Z","title_canon_sha256":"6be2dc8999513f0f0d1eac7c5df1463c8739be7fad4aa2ad474b19d13f20d597"},"schema_version":"1.0","source":{"id":"2310.10429","kind":"arxiv","version":2}},"canonical_sha256":"a61f9522c9d4b747ecb2e2b97bed04c3586b4d7bdb16bc5787a53c1861fda814","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a61f9522c9d4b747ecb2e2b97bed04c3586b4d7bdb16bc5787a53c1861fda814","first_computed_at":"2026-07-05T09:34:10.140413Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:34:10.140413Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Mpoa+EpWdzqHlL7Ev8JN9m8FJaGFC3wqaqnHlQOUPQprlazIWsTnC9vjuUsNewWhvPwEreNDTZeBwbdnC2WDCw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:34:10.140975Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.10429","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:eff8218d174891b711f42c8127aecf69d7f0857ac3cc0bfe6c7176bea1ef90fe","sha256:a777f4cc35e2ab0245f676245691031feb711551a0d18d92f4917b559b426813"],"state_sha256":"7bb4f98ded673439dc82328e91ae76e6e3491006dae4e2835002d8048cd9339f"}