{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:4AOQGQTM5EBZIC253AOXOTAHCL","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":"1245d9cfdf5ea4fbf111a9fdc80142562fb49922a89d2ef08d123e82fba6bbc4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2024-08-20T15:20:30Z","title_canon_sha256":"218a2639ab73690c5f7f8a636e2309c704160519563945fab1b9398c4d212b1f"},"schema_version":"1.0","source":{"id":"2408.10937","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.10937","created_at":"2026-07-05T10:16:36Z"},{"alias_kind":"arxiv_version","alias_value":"2408.10937v3","created_at":"2026-07-05T10:16:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.10937","created_at":"2026-07-05T10:16:36Z"},{"alias_kind":"pith_short_12","alias_value":"4AOQGQTM5EBZ","created_at":"2026-07-05T10:16:36Z"},{"alias_kind":"pith_short_16","alias_value":"4AOQGQTM5EBZIC25","created_at":"2026-07-05T10:16:36Z"},{"alias_kind":"pith_short_8","alias_value":"4AOQGQTM","created_at":"2026-07-05T10:16:36Z"}],"graph_snapshots":[{"event_id":"sha256:3c8eb3030b283f48250649aaf4c72579b54c13ae60151a74762796035f262e5e","target":"graph","created_at":"2026-07-05T10:16:36Z","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/2408.10937/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"A content creator's success depends on understanding their audience, but existing tools fail to provide in-depth insights and actionable feedback necessary for effectively targeting their audience. We present Proxona, an LLM-powered system that transforms static audience comments into interactive, multi-dimensional personas, allowing creators to engage with them to gain insights, gather simulated feedback, and refine content. Proxona distills audience traits from comments, into dimensions (categories) and values (attributes), then clusters them into interactive personas representing audience s","authors_text":"Eun Jeong Kang, Juho Kim, Min Kyung Lee, Seulgi Choi, Yoonseo Choi","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2024-08-20T15:20:30Z","title":"Proxona: Supporting Creators' Sensemaking and Ideation with LLM-Powered Audience Personas"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.10937","kind":"arxiv","version":3},"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":"sha256:8ca66fcdff52ba632535dfe9a2f298175b02e5ea6722190f8ce3b68ed2cd0d01","target":"record","created_at":"2026-07-05T10:16:36Z","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":"1245d9cfdf5ea4fbf111a9fdc80142562fb49922a89d2ef08d123e82fba6bbc4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2024-08-20T15:20:30Z","title_canon_sha256":"218a2639ab73690c5f7f8a636e2309c704160519563945fab1b9398c4d212b1f"},"schema_version":"1.0","source":{"id":"2408.10937","kind":"arxiv","version":3}},"canonical_sha256":"e01d03426ce903940b5dd81d774c0712fc1c3d1ab098a3755736b978f4688047","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e01d03426ce903940b5dd81d774c0712fc1c3d1ab098a3755736b978f4688047","first_computed_at":"2026-07-05T10:16:36.137706Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:16:36.137706Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"oIHrPI8jgoNso3KVg7fKe+zKcTQ2cL8Zkh1oWZ2NC2eiAnzRNRPGM6Z+INw37jpgTu14TlRNzkNBAgvpd3OABQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:16:36.138170Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.10937","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8ca66fcdff52ba632535dfe9a2f298175b02e5ea6722190f8ce3b68ed2cd0d01","sha256:3c8eb3030b283f48250649aaf4c72579b54c13ae60151a74762796035f262e5e"],"state_sha256":"47007aee1ce211a07e69cd968ddf7f49626de6c8893a7fcdfefb3826200cf5cf"}