{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2019:CB5SSHJ5CTYLFG7DLMRYMX7IJX","short_pith_number":"pith:CB5SSHJ5","schema_version":"1.0","canonical_sha256":"107b291d3d14f0b29be35b23865fe84df198e990be82194da0cf2acb11d9f66d","source":{"kind":"arxiv","id":"1907.01468","version":1},"attestation_state":"computed","paper":{"title":"How we do things with words: Analyzing text as social and cultural data","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"David Mimno, Dong Nguyen, Jacob Eisenstein, Jane Winters, Maria Liakata, Rebekah Tromble, Simon DeDeo","submitted_at":"2019-07-02T15:55:42Z","abstract_excerpt":"In this article we describe our experiences with computational text analysis. We hope to achieve three primary goals. First, we aim to shed light on thorny issues not always at the forefront of discussions about computational text analysis methods. Second, we hope to provide a set of best practices for working with thick social and cultural concepts. Our guidance is based on our own experiences and is therefore inherently imperfect. Still, given our diversity of disciplinary backgrounds and research practices, we hope to capture a range of ideas and identify commonalities that will resonate fo"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1907.01468","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2019-07-02T15:55:42Z","cross_cats_sorted":[],"title_canon_sha256":"8415d0fe01352746b651d8efdc502834d5735ecf510aba96af1e72dcade9672d","abstract_canon_sha256":"1b3faf9b363f79973a6de63155a3f369eb1d8c054bf8d8017f6670ae1dbf7a4a"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:34:49.075919Z","signature_b64":"xpBx+1Lvsr7afBwQhlB3NzKnjI4B2MocO8V2AeVvBgAKeOfiBFoazWZkAtw4LQttvOvoze36y9yi/XT76za3CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"107b291d3d14f0b29be35b23865fe84df198e990be82194da0cf2acb11d9f66d","last_reissued_at":"2026-07-05T01:34:49.075563Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:34:49.075563Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"How we do things with words: Analyzing text as social and cultural data","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"David Mimno, Dong Nguyen, Jacob Eisenstein, Jane Winters, Maria Liakata, Rebekah Tromble, Simon DeDeo","submitted_at":"2019-07-02T15:55:42Z","abstract_excerpt":"In this article we describe our experiences with computational text analysis. We hope to achieve three primary goals. First, we aim to shed light on thorny issues not always at the forefront of discussions about computational text analysis methods. Second, we hope to provide a set of best practices for working with thick social and cultural concepts. Our guidance is based on our own experiences and is therefore inherently imperfect. Still, given our diversity of disciplinary backgrounds and research practices, we hope to capture a range of ideas and identify commonalities that will resonate fo"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.01468","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/1907.01468/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1907.01468","created_at":"2026-07-05T01:34:49.075625+00:00"},{"alias_kind":"arxiv_version","alias_value":"1907.01468v1","created_at":"2026-07-05T01:34:49.075625+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.01468","created_at":"2026-07-05T01:34:49.075625+00:00"},{"alias_kind":"pith_short_12","alias_value":"CB5SSHJ5CTYL","created_at":"2026-07-05T01:34:49.075625+00:00"},{"alias_kind":"pith_short_16","alias_value":"CB5SSHJ5CTYLFG7D","created_at":"2026-07-05T01:34:49.075625+00:00"},{"alias_kind":"pith_short_8","alias_value":"CB5SSHJ5","created_at":"2026-07-05T01:34:49.075625+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX","json":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX.json","graph_json":"https://pith.science/api/pith-number/CB5SSHJ5CTYLFG7DLMRYMX7IJX/graph.json","events_json":"https://pith.science/api/pith-number/CB5SSHJ5CTYLFG7DLMRYMX7IJX/events.json","paper":"https://pith.science/paper/CB5SSHJ5"},"agent_actions":{"view_html":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX","download_json":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX.json","view_paper":"https://pith.science/paper/CB5SSHJ5","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1907.01468&json=true","fetch_graph":"https://pith.science/api/pith-number/CB5SSHJ5CTYLFG7DLMRYMX7IJX/graph.json","fetch_events":"https://pith.science/api/pith-number/CB5SSHJ5CTYLFG7DLMRYMX7IJX/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX/action/storage_attestation","attest_author":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX/action/author_attestation","sign_citation":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX/action/citation_signature","submit_replication":"https://pith.science/pith/CB5SSHJ5CTYLFG7DLMRYMX7IJX/action/replication_record"}},"created_at":"2026-07-05T01:34:49.075625+00:00","updated_at":"2026-07-05T01:34:49.075625+00:00"}