{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PAYYMIOVXVPKA27ZGVXUR2PS5C","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":"116129be32242813bb4837eb0c815456329534bc5d510413fa38e301ec183ec4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T11:50:33Z","title_canon_sha256":"01eb112f937c4c8bb8fe555279cfed98c0cee5b42c4ce6ba32469a59ab4d4eeb"},"schema_version":"1.0","source":{"id":"2605.19714","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.19714","created_at":"2026-05-20T01:06:10Z"},{"alias_kind":"arxiv_version","alias_value":"2605.19714v1","created_at":"2026-05-20T01:06:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.19714","created_at":"2026-05-20T01:06:10Z"},{"alias_kind":"pith_short_12","alias_value":"PAYYMIOVXVPK","created_at":"2026-05-20T01:06:10Z"},{"alias_kind":"pith_short_16","alias_value":"PAYYMIOVXVPKA27Z","created_at":"2026-05-20T01:06:10Z"},{"alias_kind":"pith_short_8","alias_value":"PAYYMIOV","created_at":"2026-05-20T01:06:10Z"}],"graph_snapshots":[{"event_id":"sha256:03a4c8a7f5d0f5ff53818ef5bc59fc1fffe72eedc4ebabae859cf0c3f8d1257d","target":"graph","created_at":"2026-05-20T01:06:10Z","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/2605.19714/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remains challenging due to linguistic complexity and limited resources. We present an Arabic NLP framework for large-scale financial sentiment analysis tailored to the Saudi market, integrating official financial news and social media to capture institutional and public investor sentiment. The framework constructs a large Arabic financial corpus through a multi-stage pipeline encompassing data collection, cleaning, deduplication, entity linking, and sentiment annotation. Transformer-based NER combi","authors_text":"Eman M. Albalkhi, Enrico Lopedoto, Joud A. Albaiti, Mona H. Albaqawi","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T11:50:33Z","title":"LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.19714","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:efaeac440945e1467982067c48803a0d4aed3c2c43dfdabc67d63365e6fa4ce9","target":"record","created_at":"2026-05-20T01:06:10Z","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":"116129be32242813bb4837eb0c815456329534bc5d510413fa38e301ec183ec4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T11:50:33Z","title_canon_sha256":"01eb112f937c4c8bb8fe555279cfed98c0cee5b42c4ce6ba32469a59ab4d4eeb"},"schema_version":"1.0","source":{"id":"2605.19714","kind":"arxiv","version":1}},"canonical_sha256":"78318621d5bd5ea06bf9356f48e9f2e880516dbe72790765ede39760827a1fc2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"78318621d5bd5ea06bf9356f48e9f2e880516dbe72790765ede39760827a1fc2","first_computed_at":"2026-05-20T01:06:10.712138Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T01:06:10.712138Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"cxYDR0g+3D1eCIDMJzU1wgk83SSjcpdd8Q6Y2X+l3PW3yx7P49Z6Hs3FZGhokzZbr7D3NOUoNpq+dnN7cuxSBg==","signature_status":"signed_v1","signed_at":"2026-05-20T01:06:10.712640Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.19714","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:efaeac440945e1467982067c48803a0d4aed3c2c43dfdabc67d63365e6fa4ce9","sha256:03a4c8a7f5d0f5ff53818ef5bc59fc1fffe72eedc4ebabae859cf0c3f8d1257d"],"state_sha256":"f08dad078017ab30f7354409bc1637b8eb6327829f383d995e2c31e131459b45"}