{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:72JIWFA6UEAP7TTXAIXXA2EU4Z","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":"9f79ceae314572e4bd8ad7681abc1c7025310629f16bfc66ab4d8852621ad688","cross_cats_sorted":["cs.SI","q-fin.CP","q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2019-04-30T02:53:46Z","title_canon_sha256":"a2173341a0246d24737e440d939e7c31208971bb52e23a96a23b7a7f201a2809"},"schema_version":"1.0","source":{"id":"1905.03189","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1905.03189","created_at":"2026-05-17T23:46:42Z"},{"alias_kind":"arxiv_version","alias_value":"1905.03189v1","created_at":"2026-05-17T23:46:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1905.03189","created_at":"2026-05-17T23:46:42Z"},{"alias_kind":"pith_short_12","alias_value":"72JIWFA6UEAP","created_at":"2026-05-18T12:33:10Z"},{"alias_kind":"pith_short_16","alias_value":"72JIWFA6UEAP7TTX","created_at":"2026-05-18T12:33:10Z"},{"alias_kind":"pith_short_8","alias_value":"72JIWFA6","created_at":"2026-05-18T12:33:10Z"}],"graph_snapshots":[{"event_id":"sha256:4412794c7fefc27e524bd7278037034284c3d3a1b1fe218fb47864995d8015ff","target":"graph","created_at":"2026-05-17T23:46:42Z","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"},"paper":{"abstract_excerpt":"Online reviews are feedback voluntarily posted by consumers about their consumption experiences. This feedback indicates customer attitudes such as affection, awareness and faith towards a brand or a firm and demonstrates inherent connections with a company's future sales, cash flow and stock pricing. However, the predicting power of online reviews for long-term returns on stocks, especially at the individual level, has received little research attention, making a comprehensive exploration necessary to resolve existing debates. In this paper, which is based exclusively on online reviews, a met","authors_text":"Jichang Zhao, Junran Wu, Ke Xu","cross_cats":["cs.SI","q-fin.CP","q-fin.EC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2019-04-30T02:53:46Z","title":"Online reviews can predict long-term returns of individual stocks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1905.03189","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:ade494da22b89119cf61ac35438f4d2c322dfa83478b8b55a82fbd250b5127ad","target":"record","created_at":"2026-05-17T23:46:42Z","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":"9f79ceae314572e4bd8ad7681abc1c7025310629f16bfc66ab4d8852621ad688","cross_cats_sorted":["cs.SI","q-fin.CP","q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2019-04-30T02:53:46Z","title_canon_sha256":"a2173341a0246d24737e440d939e7c31208971bb52e23a96a23b7a7f201a2809"},"schema_version":"1.0","source":{"id":"1905.03189","kind":"arxiv","version":1}},"canonical_sha256":"fe928b141ea100ffce77022f706894e64442aab2d7e5efbaf158b97c5f76a71f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fe928b141ea100ffce77022f706894e64442aab2d7e5efbaf158b97c5f76a71f","first_computed_at":"2026-05-17T23:46:42.607492Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:46:42.607492Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"s9xfk/3twYnV2aUlXOJnUrRRhy7rMLXkrPhhf/DVc4oFLk293nmPKCcGPdNEryn96XZMfwRXmsQjz1ATf1xXAw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:46:42.608111Z","signed_message":"canonical_sha256_bytes"},"source_id":"1905.03189","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ade494da22b89119cf61ac35438f4d2c322dfa83478b8b55a82fbd250b5127ad","sha256:4412794c7fefc27e524bd7278037034284c3d3a1b1fe218fb47864995d8015ff"],"state_sha256":"be6f6a6ed37941352e8be1e69de0cd924f804101173a82b858b5184084e76791"}