{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:4Z55DMRRVJEU75PUBTAF4Q65VV","short_pith_number":"pith:4Z55DMRR","canonical_record":{"source":{"id":"2303.11184","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-20T15:10:45Z","cross_cats_sorted":[],"title_canon_sha256":"2c68f06b8e24c4c1a8005238abf67ce171ee1ed020cd69721f1c07687e48c877","abstract_canon_sha256":"0e73d4d304b4627580e65216930d82de5f15f8e0e0b4e4d8106812b96abea22d"},"schema_version":"1.0"},"canonical_sha256":"e67bd1b231aa494ff5f40cc05e43ddad54d70382b0f0d8ad192d261f9e66eca0","source":{"kind":"arxiv","id":"2303.11184","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.11184","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"arxiv_version","alias_value":"2303.11184v1","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.11184","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_12","alias_value":"4Z55DMRRVJEU","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_16","alias_value":"4Z55DMRRVJEU75PU","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_8","alias_value":"4Z55DMRR","created_at":"2026-07-05T05:52:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:4Z55DMRRVJEU75PUBTAF4Q65VV","target":"record","payload":{"canonical_record":{"source":{"id":"2303.11184","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-20T15:10:45Z","cross_cats_sorted":[],"title_canon_sha256":"2c68f06b8e24c4c1a8005238abf67ce171ee1ed020cd69721f1c07687e48c877","abstract_canon_sha256":"0e73d4d304b4627580e65216930d82de5f15f8e0e0b4e4d8106812b96abea22d"},"schema_version":"1.0"},"canonical_sha256":"e67bd1b231aa494ff5f40cc05e43ddad54d70382b0f0d8ad192d261f9e66eca0","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:52:41.291379Z","signature_b64":"iwENW6pm8dtsTj/srAxNTuo4xwbMWp/YmVdAJW8gLe/QxD8zfsG9KFwNh2gMSGHpei0a/PvQ2PSuNOlj6vwuBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e67bd1b231aa494ff5f40cc05e43ddad54d70382b0f0d8ad192d261f9e66eca0","last_reissued_at":"2026-07-05T05:52:41.290911Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:52:41.290911Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2303.11184","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":"2026-07-05T05:52:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rR5r1610A1SaRbLEQ+lo7TVjw53zfEoEQ2V9/oYQvcH7Ij0Q8ZSNouVdRrq8WvfOfc6BKC9vaPokU9GtZcxYCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T02:28:02.607105Z"},"content_sha256":"c36013059934f28c70a3d6f02d10c0c58186d80cc667880c8175214e32696a9c","schema_version":"1.0","event_id":"sha256:c36013059934f28c70a3d6f02d10c0c58186d80cc667880c8175214e32696a9c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:4Z55DMRRVJEU75PUBTAF4Q65VV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Conversation Modeling to Predict Derailment","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Jiaqing Yuan, Munindar P. Singh","submitted_at":"2023-03-20T15:10:45Z","abstract_excerpt":"Conversations among online users sometimes derail, i.e., break down into personal attacks. Such derailment has a negative impact on the healthy growth of cyberspace communities. The ability to predict whether ongoing conversations are likely to derail could provide valuable real-time insight to interlocutors and moderators. Prior approaches predict conversation derailment retrospectively without the ability to forestall the derailment proactively. Some works attempt to make dynamic prediction as the conversation develops, but fail to incorporate multisource information, such as conversation st"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.11184","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/2303.11184/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":"2026-07-05T05:52:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A/24TJmhyOWkzlGBggZJ6l38RKGv5VPRM2SM9YR3EW8Q+8xqijNojJNs4z64LnmX51SC7IZTXwKH77j5j3NIDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-01T02:28:02.607604Z"},"content_sha256":"ba22828816720a32187941fe20438ec4a53e6c631320df1e895cae9930ae264a","schema_version":"1.0","event_id":"sha256:ba22828816720a32187941fe20438ec4a53e6c631320df1e895cae9930ae264a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/bundle.json","state_url":"https://pith.science/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/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":"2026-08-01T02:28:02Z","links":{"resolver":"https://pith.science/pith/4Z55DMRRVJEU75PUBTAF4Q65VV","bundle":"https://pith.science/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/bundle.json","state":"https://pith.science/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4Z55DMRRVJEU75PUBTAF4Q65VV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:4Z55DMRRVJEU75PUBTAF4Q65VV","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":"0e73d4d304b4627580e65216930d82de5f15f8e0e0b4e4d8106812b96abea22d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-20T15:10:45Z","title_canon_sha256":"2c68f06b8e24c4c1a8005238abf67ce171ee1ed020cd69721f1c07687e48c877"},"schema_version":"1.0","source":{"id":"2303.11184","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.11184","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"arxiv_version","alias_value":"2303.11184v1","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.11184","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_12","alias_value":"4Z55DMRRVJEU","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_16","alias_value":"4Z55DMRRVJEU75PU","created_at":"2026-07-05T05:52:41Z"},{"alias_kind":"pith_short_8","alias_value":"4Z55DMRR","created_at":"2026-07-05T05:52:41Z"}],"graph_snapshots":[{"event_id":"sha256:ba22828816720a32187941fe20438ec4a53e6c631320df1e895cae9930ae264a","target":"graph","created_at":"2026-07-05T05:52:41Z","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/2303.11184/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Conversations among online users sometimes derail, i.e., break down into personal attacks. Such derailment has a negative impact on the healthy growth of cyberspace communities. The ability to predict whether ongoing conversations are likely to derail could provide valuable real-time insight to interlocutors and moderators. Prior approaches predict conversation derailment retrospectively without the ability to forestall the derailment proactively. Some works attempt to make dynamic prediction as the conversation develops, but fail to incorporate multisource information, such as conversation st","authors_text":"Jiaqing Yuan, Munindar P. Singh","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-20T15:10:45Z","title":"Conversation Modeling to Predict Derailment"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.11184","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:c36013059934f28c70a3d6f02d10c0c58186d80cc667880c8175214e32696a9c","target":"record","created_at":"2026-07-05T05:52:41Z","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":"0e73d4d304b4627580e65216930d82de5f15f8e0e0b4e4d8106812b96abea22d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-20T15:10:45Z","title_canon_sha256":"2c68f06b8e24c4c1a8005238abf67ce171ee1ed020cd69721f1c07687e48c877"},"schema_version":"1.0","source":{"id":"2303.11184","kind":"arxiv","version":1}},"canonical_sha256":"e67bd1b231aa494ff5f40cc05e43ddad54d70382b0f0d8ad192d261f9e66eca0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e67bd1b231aa494ff5f40cc05e43ddad54d70382b0f0d8ad192d261f9e66eca0","first_computed_at":"2026-07-05T05:52:41.290911Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:52:41.290911Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iwENW6pm8dtsTj/srAxNTuo4xwbMWp/YmVdAJW8gLe/QxD8zfsG9KFwNh2gMSGHpei0a/PvQ2PSuNOlj6vwuBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T05:52:41.291379Z","signed_message":"canonical_sha256_bytes"},"source_id":"2303.11184","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c36013059934f28c70a3d6f02d10c0c58186d80cc667880c8175214e32696a9c","sha256:ba22828816720a32187941fe20438ec4a53e6c631320df1e895cae9930ae264a"],"state_sha256":"40c948aacfaa90cdd1424418ee06a76da7b6cdb29cacac792daf829f1578f39b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Epqbb112DCvQwla35Erd261/6Q5zf9yK8r6rp2w/QaJ+L1o0IlNq2tOEyjho/UowkQkuvzvHtgGpqWhBoBppDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-01T02:28:02.612264Z","bundle_sha256":"f2c8622a8c1928110d3084cfae63589b0210ba49e714068cb8d756f7c08e811c"}}