{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:CCVVNYHOV6WFW2WJJIYA3YGYM5","short_pith_number":"pith:CCVVNYHO","canonical_record":{"source":{"id":"2512.03005","kind":"arxiv","version":6},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-12-02T18:31:18Z","cross_cats_sorted":[],"title_canon_sha256":"084ef8bc0e04bdc699d250a701064d8df1c329c0242da859e734f152cec567f0","abstract_canon_sha256":"10fbe60256f917f0c8791a29efc6e6dc4223fe9d954c7053646ff8d3c34ab2d3"},"schema_version":"1.0"},"canonical_sha256":"10ab56e0eeafac5b6ac94a300de0d86773b045694139e5a3afb33ecb56c5877d","source":{"kind":"arxiv","id":"2512.03005","version":6},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.03005","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"arxiv_version","alias_value":"2512.03005v6","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.03005","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_12","alias_value":"CCVVNYHOV6WF","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_16","alias_value":"CCVVNYHOV6WFW2WJ","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_8","alias_value":"CCVVNYHO","created_at":"2026-06-03T00:05:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:CCVVNYHOV6WFW2WJJIYA3YGYM5","target":"record","payload":{"canonical_record":{"source":{"id":"2512.03005","kind":"arxiv","version":6},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-12-02T18:31:18Z","cross_cats_sorted":[],"title_canon_sha256":"084ef8bc0e04bdc699d250a701064d8df1c329c0242da859e734f152cec567f0","abstract_canon_sha256":"10fbe60256f917f0c8791a29efc6e6dc4223fe9d954c7053646ff8d3c34ab2d3"},"schema_version":"1.0"},"canonical_sha256":"10ab56e0eeafac5b6ac94a300de0d86773b045694139e5a3afb33ecb56c5877d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-03T00:05:03.338631Z","signature_b64":"z06Ay/jvwUtMdk1bRZg9LDcbEr3seAKebd8RSp6leFu+RpDoppaeftbNW9vdt9uCZ1G5+da+LEBhC/Fg8IvPAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"10ab56e0eeafac5b6ac94a300de0d86773b045694139e5a3afb33ecb56c5877d","last_reissued_at":"2026-06-03T00:05:03.338126Z","signature_status":"signed_v1","first_computed_at":"2026-06-03T00:05:03.338126Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2512.03005","source_version":6,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-03T00:05:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XfFQ+0fM7h3oh9lM9qEMA7gTJ1YmGzoRO3xV9n/a8iHH+dr0Ca/XQzNgwAYy0+O4fbNNKEnqAo8tMDSJayggCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-25T20:30:39.765125Z"},"content_sha256":"f2a3d8183330c3ddb5d87eb486f6ee2517907b1311949ead33c9c62e225c1488","schema_version":"1.0","event_id":"sha256:f2a3d8183330c3ddb5d87eb486f6ee2517907b1311949ead33c9c62e225c1488"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:CCVVNYHOV6WFW2WJJIYA3YGYM5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars?","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Abdullah Alnaibari, Arslan Bisharat, Dawei Li, Deborah Hall, Huan Liu, Manuel Sandoval, Yasin Silva","submitted_at":"2025-12-02T18:31:18Z","abstract_excerpt":"The rapid advancement of large language models (LLMs) has opened new possibilities for AI for good applications. As LLMs increasingly mediate online communication, their potential to foster empathy and constructive dialogue becomes an important frontier for responsible AI research. This work explores whether LLMs can serve not only as moderators that detect harmful content, but as mediators capable of understanding and de-escalating online conflicts. Our framework decomposes mediation into two subtasks: judgment, where an LLM evaluates the fairness and emotional dynamics of a conversation, and"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.03005","kind":"arxiv","version":6},"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/2512.03005/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":"2026-06-03T00:05:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/+lwotxjPsKmC0pbIzEzdq0wIuO5HS5NY8lReXZ62eifL8ORS2whWSnZKrII6N5U2/CHtFaMjxKFq78cM69pDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-25T20:30:39.765536Z"},"content_sha256":"087dd92b06b0661d23727d8991ed580741aa5acb72efae1dd890fef45487a282","schema_version":"1.0","event_id":"sha256:087dd92b06b0661d23727d8991ed580741aa5acb72efae1dd890fef45487a282"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/bundle.json","state_url":"https://pith.science/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/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":"2026-06-25T20:30:39Z","links":{"resolver":"https://pith.science/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5","bundle":"https://pith.science/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/bundle.json","state":"https://pith.science/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CCVVNYHOV6WFW2WJJIYA3YGYM5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:CCVVNYHOV6WFW2WJJIYA3YGYM5","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":"10fbe60256f917f0c8791a29efc6e6dc4223fe9d954c7053646ff8d3c34ab2d3","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-12-02T18:31:18Z","title_canon_sha256":"084ef8bc0e04bdc699d250a701064d8df1c329c0242da859e734f152cec567f0"},"schema_version":"1.0","source":{"id":"2512.03005","kind":"arxiv","version":6}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.03005","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"arxiv_version","alias_value":"2512.03005v6","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.03005","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_12","alias_value":"CCVVNYHOV6WF","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_16","alias_value":"CCVVNYHOV6WFW2WJ","created_at":"2026-06-03T00:05:03Z"},{"alias_kind":"pith_short_8","alias_value":"CCVVNYHO","created_at":"2026-06-03T00:05:03Z"}],"graph_snapshots":[{"event_id":"sha256:087dd92b06b0661d23727d8991ed580741aa5acb72efae1dd890fef45487a282","target":"graph","created_at":"2026-06-03T00:05:03Z","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/2512.03005/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rapid advancement of large language models (LLMs) has opened new possibilities for AI for good applications. As LLMs increasingly mediate online communication, their potential to foster empathy and constructive dialogue becomes an important frontier for responsible AI research. This work explores whether LLMs can serve not only as moderators that detect harmful content, but as mediators capable of understanding and de-escalating online conflicts. Our framework decomposes mediation into two subtasks: judgment, where an LLM evaluates the fairness and emotional dynamics of a conversation, and","authors_text":"Abdullah Alnaibari, Arslan Bisharat, Dawei Li, Deborah Hall, Huan Liu, Manuel Sandoval, Yasin Silva","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-12-02T18:31:18Z","title":"From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2512.03005","kind":"arxiv","version":6},"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:f2a3d8183330c3ddb5d87eb486f6ee2517907b1311949ead33c9c62e225c1488","target":"record","created_at":"2026-06-03T00:05:03Z","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":"10fbe60256f917f0c8791a29efc6e6dc4223fe9d954c7053646ff8d3c34ab2d3","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-12-02T18:31:18Z","title_canon_sha256":"084ef8bc0e04bdc699d250a701064d8df1c329c0242da859e734f152cec567f0"},"schema_version":"1.0","source":{"id":"2512.03005","kind":"arxiv","version":6}},"canonical_sha256":"10ab56e0eeafac5b6ac94a300de0d86773b045694139e5a3afb33ecb56c5877d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"10ab56e0eeafac5b6ac94a300de0d86773b045694139e5a3afb33ecb56c5877d","first_computed_at":"2026-06-03T00:05:03.338126Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-03T00:05:03.338126Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z06Ay/jvwUtMdk1bRZg9LDcbEr3seAKebd8RSp6leFu+RpDoppaeftbNW9vdt9uCZ1G5+da+LEBhC/Fg8IvPAw==","signature_status":"signed_v1","signed_at":"2026-06-03T00:05:03.338631Z","signed_message":"canonical_sha256_bytes"},"source_id":"2512.03005","source_kind":"arxiv","source_version":6}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f2a3d8183330c3ddb5d87eb486f6ee2517907b1311949ead33c9c62e225c1488","sha256:087dd92b06b0661d23727d8991ed580741aa5acb72efae1dd890fef45487a282"],"state_sha256":"ee783becc6490e56be635e663c3183ebc8ab4fae91c758509351b7286188b31f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"R+wNnGgiJFpNLcbd5syaVnaAcaKN1Iuz0mb8GHyPxP34CJTXCNmjBzGP/R0lWTfD/8/Fj3Bh5eiayT+5iO13DA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-25T20:30:39.767616Z","bundle_sha256":"6c246d59de97eb9630f35b1633f797af5410b46db9700b8fb214041f6f2c57f9"}}