{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:B22HTPLSQK3YPBF4PS2CDUN4CJ","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":"a9cd095938e5d5ae0037acfc5000c14a21c3d555a64c438af1b0195c64ea2675","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-fin.TR","submitted_at":"2025-02-03T17:57:04Z","title_canon_sha256":"8d70f6aee508aa9f831bcc33d7a4d6ac8d2b6ef8559a23608225667cadb4bd5b"},"schema_version":"1.0","source":{"id":"2502.01574","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01574","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01574v1","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01574","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_12","alias_value":"B22HTPLSQK3Y","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_16","alias_value":"B22HTPLSQK3YPBF4","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_8","alias_value":"B22HTPLS","created_at":"2026-07-05T10:08:56Z"}],"graph_snapshots":[{"event_id":"sha256:1d36422c05083187d7e5398a91813ab8a2e0091e8d38dad24b1dd416ba373eb5","target":"graph","created_at":"2026-07-05T10:08:56Z","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/2502.01574/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This project introduces an end-to-end trading system that leverages Large Language Models (LLMs) for real-time market sentiment analysis. By synthesizing data from financial news and social media, the system integrates sentiment-driven insights with technical indicators to generate actionable trading signals. FinGPT serves as the primary model for sentiment analysis, ensuring domain-specific accuracy, while Kubernetes is used for scalable and efficient deployment.","authors_text":"Ronitt Mehra, Ziyao Zhou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-fin.TR","submitted_at":"2025-02-03T17:57:04Z","title":"An End-To-End LLM Enhanced Trading System"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01574","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:f806ff8e4bf207d7c2a5343aac63cd579556838ddf68495ff734aefb2c351573","target":"record","created_at":"2026-07-05T10:08:56Z","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":"a9cd095938e5d5ae0037acfc5000c14a21c3d555a64c438af1b0195c64ea2675","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-fin.TR","submitted_at":"2025-02-03T17:57:04Z","title_canon_sha256":"8d70f6aee508aa9f831bcc33d7a4d6ac8d2b6ef8559a23608225667cadb4bd5b"},"schema_version":"1.0","source":{"id":"2502.01574","kind":"arxiv","version":1}},"canonical_sha256":"0eb479bd7282b78784bc7cb421d1bc124644371778d14e6b6b8d406ffa7a140b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0eb479bd7282b78784bc7cb421d1bc124644371778d14e6b6b8d406ffa7a140b","first_computed_at":"2026-07-05T10:08:56.720016Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:08:56.720016Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aS0jcYIh/OcgLr+JCeegEZNvI3QDm+zJJwz5+Qoifs5C0FB/GAwh9zcvuJ2hBAOr9Jq+aHovAhdUTAn3UDr/DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:08:56.720471Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.01574","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f806ff8e4bf207d7c2a5343aac63cd579556838ddf68495ff734aefb2c351573","sha256:1d36422c05083187d7e5398a91813ab8a2e0091e8d38dad24b1dd416ba373eb5"],"state_sha256":"b4301fac0e651a4e000f358a2bfbb57b4317c62651d8671db3b4700b3be5c60e"}