{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:U72ZNJEHZ6YMMGSZFCFVG4RBGL","short_pith_number":"pith:U72ZNJEH","canonical_record":{"source":{"id":"2410.21321","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2024-10-26T05:44:24Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"6945d4f5509edb9b20e4e02bc0007484e5ae0b0af20162086086c92c94856aaf","abstract_canon_sha256":"d65c6fa1a41c259e9b1bbf251cb39660bcb03afdb67e86562fb1220128905046"},"schema_version":"1.0"},"canonical_sha256":"a7f596a487cfb0c61a59288b53722132dc00e12df39926dffee4d3ff00e5709d","source":{"kind":"arxiv","id":"2410.21321","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.21321","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"arxiv_version","alias_value":"2410.21321v1","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.21321","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_12","alias_value":"U72ZNJEHZ6YM","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_16","alias_value":"U72ZNJEHZ6YMMGSZ","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_8","alias_value":"U72ZNJEH","created_at":"2026-07-05T09:27:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:U72ZNJEHZ6YMMGSZFCFVG4RBGL","target":"record","payload":{"canonical_record":{"source":{"id":"2410.21321","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2024-10-26T05:44:24Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"6945d4f5509edb9b20e4e02bc0007484e5ae0b0af20162086086c92c94856aaf","abstract_canon_sha256":"d65c6fa1a41c259e9b1bbf251cb39660bcb03afdb67e86562fb1220128905046"},"schema_version":"1.0"},"canonical_sha256":"a7f596a487cfb0c61a59288b53722132dc00e12df39926dffee4d3ff00e5709d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:27:26.782247Z","signature_b64":"3u+iuQYlLa062MvUB4LtU73ahQkSxzf6V+5LuBwhqt7YaxcpHGAQNMroGdpO1/9yLCyiM2fv99B+9TsARwbhDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a7f596a487cfb0c61a59288b53722132dc00e12df39926dffee4d3ff00e5709d","last_reissued_at":"2026-07-05T09:27:26.781772Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:27:26.781772Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.21321","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:27:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MoUcnWbTRUqbldIkLJGZaWeZkY2rKo8x9kpt0fduLeyqtKaIJ0433x6auvlEjEbB2k9Prh9bFg/2LQ0lm6kDAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-10T21:36:35.483361Z"},"content_sha256":"139fe3ab7eab56c91f7d23270f758b3bbfbc1146facf58be54b9c55a095a41c6","schema_version":"1.0","event_id":"sha256:139fe3ab7eab56c91f7d23270f758b3bbfbc1146facf58be54b9c55a095a41c6"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:U72ZNJEHZ6YMMGSZFCFVG4RBGL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"User-Aware Multilingual Abusive Content Detection in Social Media","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CL"],"primary_cat":"cs.SI","authors_text":"Kuldeep Singh, Kunal Kaushik, Mohammad Zia Ur Rehman, Nagendra Kumar, Somya Mehta","submitted_at":"2024-10-26T05:44:24Z","abstract_excerpt":"Despite growing efforts to halt distasteful content on social media, multilingualism has added a new dimension to this problem. The scarcity of resources makes the challenge even greater when it comes to low-resource languages. This work focuses on providing a novel method for abusive content detection in multiple low-resource Indic languages. Our observation indicates that a post's tendency to attract abusive comments, as well as features such as user history and social context, significantly aid in the detection of abusive content. The proposed method first learns social and text context fea"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.21321","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2410.21321/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:27:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3l3Im14gaI2wiIDAWXffPGehJ4AYohnO/aC9MF1VRiDVDJO57JWMH/zM44ehjMRep0GkR93sLDfaj27GKeYRAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-10T21:36:35.483728Z"},"content_sha256":"19a4cb675d9874e2eb0aa1ac3db08a2692909201a1e973b80148fb59acf49af7","schema_version":"1.0","event_id":"sha256:19a4cb675d9874e2eb0aa1ac3db08a2692909201a1e973b80148fb59acf49af7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/bundle.json","state_url":"https://pith.science/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-10T21:36:35Z","links":{"resolver":"https://pith.science/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL","bundle":"https://pith.science/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/bundle.json","state":"https://pith.science/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/U72ZNJEHZ6YMMGSZFCFVG4RBGL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:U72ZNJEHZ6YMMGSZFCFVG4RBGL","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":"d65c6fa1a41c259e9b1bbf251cb39660bcb03afdb67e86562fb1220128905046","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2024-10-26T05:44:24Z","title_canon_sha256":"6945d4f5509edb9b20e4e02bc0007484e5ae0b0af20162086086c92c94856aaf"},"schema_version":"1.0","source":{"id":"2410.21321","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.21321","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"arxiv_version","alias_value":"2410.21321v1","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.21321","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_12","alias_value":"U72ZNJEHZ6YM","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_16","alias_value":"U72ZNJEHZ6YMMGSZ","created_at":"2026-07-05T09:27:26Z"},{"alias_kind":"pith_short_8","alias_value":"U72ZNJEH","created_at":"2026-07-05T09:27:26Z"}],"graph_snapshots":[{"event_id":"sha256:19a4cb675d9874e2eb0aa1ac3db08a2692909201a1e973b80148fb59acf49af7","target":"graph","created_at":"2026-07-05T09:27:26Z","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/2410.21321/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite growing efforts to halt distasteful content on social media, multilingualism has added a new dimension to this problem. The scarcity of resources makes the challenge even greater when it comes to low-resource languages. This work focuses on providing a novel method for abusive content detection in multiple low-resource Indic languages. Our observation indicates that a post's tendency to attract abusive comments, as well as features such as user history and social context, significantly aid in the detection of abusive content. The proposed method first learns social and text context fea","authors_text":"Kuldeep Singh, Kunal Kaushik, Mohammad Zia Ur Rehman, Nagendra Kumar, Somya Mehta","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2024-10-26T05:44:24Z","title":"User-Aware Multilingual Abusive Content Detection in Social Media"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.21321","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":"sha256:139fe3ab7eab56c91f7d23270f758b3bbfbc1146facf58be54b9c55a095a41c6","target":"record","created_at":"2026-07-05T09:27:26Z","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":"d65c6fa1a41c259e9b1bbf251cb39660bcb03afdb67e86562fb1220128905046","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SI","submitted_at":"2024-10-26T05:44:24Z","title_canon_sha256":"6945d4f5509edb9b20e4e02bc0007484e5ae0b0af20162086086c92c94856aaf"},"schema_version":"1.0","source":{"id":"2410.21321","kind":"arxiv","version":1}},"canonical_sha256":"a7f596a487cfb0c61a59288b53722132dc00e12df39926dffee4d3ff00e5709d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a7f596a487cfb0c61a59288b53722132dc00e12df39926dffee4d3ff00e5709d","first_computed_at":"2026-07-05T09:27:26.781772Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:27:26.781772Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3u+iuQYlLa062MvUB4LtU73ahQkSxzf6V+5LuBwhqt7YaxcpHGAQNMroGdpO1/9yLCyiM2fv99B+9TsARwbhDA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:27:26.782247Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.21321","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:139fe3ab7eab56c91f7d23270f758b3bbfbc1146facf58be54b9c55a095a41c6","sha256:19a4cb675d9874e2eb0aa1ac3db08a2692909201a1e973b80148fb59acf49af7"],"state_sha256":"8f247106f8aee113f675325a25d340f8b19ab729fc462476652f06957aa5eb6d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WA1HFc1pChZnLKHAFs/uBj3+E7VfZPqtpQxK6mQiMcCXMdx2pxlqNP2FcPC1MmRZwmvtQf946awXtMOeZ8CiDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-10T21:36:35.486082Z","bundle_sha256":"b3d55c4a665ea058d92ee5177d641e4578b93537995878840eabfaf4146f2c63"}}