{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:MS4GUE5XACZRXCY2LOBNSICUO5","short_pith_number":"pith:MS4GUE5X","canonical_record":{"source":{"id":"2310.12318","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-18T20:42:44Z","cross_cats_sorted":["cs.AI","cs.CY","cs.HC"],"title_canon_sha256":"b45eb3d308d268efe4b13b76b43004f518d31a7ef78c68086d7ccf08f761a7e3","abstract_canon_sha256":"7d2833fc09b4fe1cf40b70ef4bbff32ca023bacbfad929612d53a41205c31e7c"},"schema_version":"1.0"},"canonical_sha256":"64b86a13b700b31b8b1a5b82d920547757a5cfa558ed2db388d82fda87804bff","source":{"kind":"arxiv","id":"2310.12318","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.12318","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"arxiv_version","alias_value":"2310.12318v1","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.12318","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_12","alias_value":"MS4GUE5XACZR","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_16","alias_value":"MS4GUE5XACZRXCY2","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_8","alias_value":"MS4GUE5X","created_at":"2026-07-05T07:02:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:MS4GUE5XACZRXCY2LOBNSICUO5","target":"record","payload":{"canonical_record":{"source":{"id":"2310.12318","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-18T20:42:44Z","cross_cats_sorted":["cs.AI","cs.CY","cs.HC"],"title_canon_sha256":"b45eb3d308d268efe4b13b76b43004f518d31a7ef78c68086d7ccf08f761a7e3","abstract_canon_sha256":"7d2833fc09b4fe1cf40b70ef4bbff32ca023bacbfad929612d53a41205c31e7c"},"schema_version":"1.0"},"canonical_sha256":"64b86a13b700b31b8b1a5b82d920547757a5cfa558ed2db388d82fda87804bff","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:02:36.341961Z","signature_b64":"GPJnhAnRmk8OusbNS2gR9D7/4ryUuwXUtR/UmgiTORHJ5Dn3K/MFYHYHSS/aELrQ4FeTg/32tSxdqd49st2gDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"64b86a13b700b31b8b1a5b82d920547757a5cfa558ed2db388d82fda87804bff","last_reissued_at":"2026-07-05T07:02:36.341454Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:02:36.341454Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.12318","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:02:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ly2t7LwiCyp57qec/Mr2wE4JffbNQ2Z6yyBi7gaeOhYaTxbtVidvqkYJ+E2UYkZVI5qXr/PIZEUcyoiHDEqtAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:40:44.097341Z"},"content_sha256":"367020d6dc727e35e997529f259a19cc2874c7368671bd6215456629db4092c2","schema_version":"1.0","event_id":"sha256:367020d6dc727e35e997529f259a19cc2874c7368671bd6215456629db4092c2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:MS4GUE5XACZRXCY2LOBNSICUO5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.CY","cs.HC"],"primary_cat":"cs.CL","authors_text":"Mukund Srinath, Pranav Narayanan Venkit, Rebecca J. Passonneau, Sanjana Gautam, Saranya Venkatraman, Shomir Wilson, Vipul Gupta","submitted_at":"2023-10-18T20:42:44Z","abstract_excerpt":"We conduct an inquiry into the sociotechnical aspects of sentiment analysis (SA) by critically examining 189 peer-reviewed papers on their applications, models, and datasets. Our investigation stems from the recognition that SA has become an integral component of diverse sociotechnical systems, exerting influence on both social and technical users. By delving into sociological and technological literature on sentiment, we unveil distinct conceptualizations of this term in domains such as finance, government, and medicine. Our study exposes a lack of explicit definitions and frameworks for char"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.12318","kind":"arxiv","version":1},"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/2310.12318/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":"2026-07-05T07:02:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A67F84TiiRdd7d6NCarusUpAL6vP9167USl3wVH6GmA277SZrYh9TvG/ak4Y4BCVeEUJ1m3GV20zH43FhpA6Dw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:40:44.097962Z"},"content_sha256":"9441cc33deffbb100e2ed61e1ba36b52f1ea7d64cfda41d5f9b08bff49ba1bde","schema_version":"1.0","event_id":"sha256:9441cc33deffbb100e2ed61e1ba36b52f1ea7d64cfda41d5f9b08bff49ba1bde"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/MS4GUE5XACZRXCY2LOBNSICUO5/bundle.json","state_url":"https://pith.science/pith/MS4GUE5XACZRXCY2LOBNSICUO5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/MS4GUE5XACZRXCY2LOBNSICUO5/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":"2026-08-03T19:40:44Z","links":{"resolver":"https://pith.science/pith/MS4GUE5XACZRXCY2LOBNSICUO5","bundle":"https://pith.science/pith/MS4GUE5XACZRXCY2LOBNSICUO5/bundle.json","state":"https://pith.science/pith/MS4GUE5XACZRXCY2LOBNSICUO5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/MS4GUE5XACZRXCY2LOBNSICUO5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:MS4GUE5XACZRXCY2LOBNSICUO5","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":"7d2833fc09b4fe1cf40b70ef4bbff32ca023bacbfad929612d53a41205c31e7c","cross_cats_sorted":["cs.AI","cs.CY","cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-18T20:42:44Z","title_canon_sha256":"b45eb3d308d268efe4b13b76b43004f518d31a7ef78c68086d7ccf08f761a7e3"},"schema_version":"1.0","source":{"id":"2310.12318","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.12318","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"arxiv_version","alias_value":"2310.12318v1","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.12318","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_12","alias_value":"MS4GUE5XACZR","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_16","alias_value":"MS4GUE5XACZRXCY2","created_at":"2026-07-05T07:02:36Z"},{"alias_kind":"pith_short_8","alias_value":"MS4GUE5X","created_at":"2026-07-05T07:02:36Z"}],"graph_snapshots":[{"event_id":"sha256:9441cc33deffbb100e2ed61e1ba36b52f1ea7d64cfda41d5f9b08bff49ba1bde","target":"graph","created_at":"2026-07-05T07:02:36Z","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/2310.12318/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We conduct an inquiry into the sociotechnical aspects of sentiment analysis (SA) by critically examining 189 peer-reviewed papers on their applications, models, and datasets. Our investigation stems from the recognition that SA has become an integral component of diverse sociotechnical systems, exerting influence on both social and technical users. By delving into sociological and technological literature on sentiment, we unveil distinct conceptualizations of this term in domains such as finance, government, and medicine. Our study exposes a lack of explicit definitions and frameworks for char","authors_text":"Mukund Srinath, Pranav Narayanan Venkit, Rebecca J. Passonneau, Sanjana Gautam, Saranya Venkatraman, Shomir Wilson, Vipul Gupta","cross_cats":["cs.AI","cs.CY","cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-18T20:42:44Z","title":"The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.12318","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":"sha256:367020d6dc727e35e997529f259a19cc2874c7368671bd6215456629db4092c2","target":"record","created_at":"2026-07-05T07:02:36Z","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":"7d2833fc09b4fe1cf40b70ef4bbff32ca023bacbfad929612d53a41205c31e7c","cross_cats_sorted":["cs.AI","cs.CY","cs.HC"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2023-10-18T20:42:44Z","title_canon_sha256":"b45eb3d308d268efe4b13b76b43004f518d31a7ef78c68086d7ccf08f761a7e3"},"schema_version":"1.0","source":{"id":"2310.12318","kind":"arxiv","version":1}},"canonical_sha256":"64b86a13b700b31b8b1a5b82d920547757a5cfa558ed2db388d82fda87804bff","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"64b86a13b700b31b8b1a5b82d920547757a5cfa558ed2db388d82fda87804bff","first_computed_at":"2026-07-05T07:02:36.341454Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:02:36.341454Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GPJnhAnRmk8OusbNS2gR9D7/4ryUuwXUtR/UmgiTORHJ5Dn3K/MFYHYHSS/aELrQ4FeTg/32tSxdqd49st2gDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:02:36.341961Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.12318","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:367020d6dc727e35e997529f259a19cc2874c7368671bd6215456629db4092c2","sha256:9441cc33deffbb100e2ed61e1ba36b52f1ea7d64cfda41d5f9b08bff49ba1bde"],"state_sha256":"baaaef51e1bac09f976265faae5dae6bb6bf8647877a906427c5fae8ada9a3ec"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ExB0zwWAenuW5eFtuIPXNbmbDKe2uAIcpvrI0G/onxq9IelY/yFEPBFvABg218AiTvUmuxqP+0FidxLZvd0TAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T19:40:44.103371Z","bundle_sha256":"5deaf699c1b46d779bb5565b1d99a07160b90c225235680d4de9fca8787dcb0b"}}