{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:LM67IKJE4TPBC372ICHN3AUL2C","short_pith_number":"pith:LM67IKJE","canonical_record":{"source":{"id":"2409.19257","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-28T06:20:20Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"46761958a860129d27c31db88751f59d94cb0562b2abc31e098587c125b9ae59","abstract_canon_sha256":"8d6789dc8580e7cb002d8b67e51575adc1e399dd3676431b031ea3455cb703ad"},"schema_version":"1.0"},"canonical_sha256":"5b3df42924e4de116ffa408edd828bd08d90dcc35aa738b7fd90fb00541f3e87","source":{"kind":"arxiv","id":"2409.19257","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.19257","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"arxiv_version","alias_value":"2409.19257v3","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.19257","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_12","alias_value":"LM67IKJE4TPB","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_16","alias_value":"LM67IKJE4TPBC372","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_8","alias_value":"LM67IKJE","created_at":"2026-07-05T11:16:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:LM67IKJE4TPBC372ICHN3AUL2C","target":"record","payload":{"canonical_record":{"source":{"id":"2409.19257","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-28T06:20:20Z","cross_cats_sorted":["cs.SI"],"title_canon_sha256":"46761958a860129d27c31db88751f59d94cb0562b2abc31e098587c125b9ae59","abstract_canon_sha256":"8d6789dc8580e7cb002d8b67e51575adc1e399dd3676431b031ea3455cb703ad"},"schema_version":"1.0"},"canonical_sha256":"5b3df42924e4de116ffa408edd828bd08d90dcc35aa738b7fd90fb00541f3e87","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:16:03.794674Z","signature_b64":"pq4hl6+qZMA9wlPrXkNwJzVevy+SknOouXOVTWabDlDY3HQRL9Oh+wM0rj+DL7zr30YTSZriWPrZxtWb/MnABg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5b3df42924e4de116ffa408edd828bd08d90dcc35aa738b7fd90fb00541f3e87","last_reissued_at":"2026-07-05T11:16:03.793908Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:16:03.793908Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.19257","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:16:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DiKkUa1R++pU5691WiE4t1y7x6preKvjG0KqYT2gYstDjNJUev6wd6QqpYuuPz5zt46IU9yNUgQ7gnZ+DoikCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T23:53:26.313630Z"},"content_sha256":"bf116a32097adf0dd847d8a3a72081ffdefe0c71102b818d90f4c781fa14f2f2","schema_version":"1.0","event_id":"sha256:bf116a32097adf0dd847d8a3a72081ffdefe0c71102b818d90f4c781fa14f2f2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:LM67IKJE4TPBC372ICHN3AUL2C","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Inducing lexicons of in-group language with socio-temporal context","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SI"],"primary_cat":"cs.CL","authors_text":"Christine de Kock","submitted_at":"2024-09-28T06:20:20Z","abstract_excerpt":"In-group language is an important signifier of group dynamics. This paper proposes a novel method for inducing lexicons of in-group language, which incorporates its socio-temporal context. Existing methods for lexicon induction do not capture the evolving nature of in-group language, nor the social structure of the community. Using dynamic word and user embeddings trained on conversations from online anti-women communities, our approach outperforms prior methods for lexicon induction. We develop a test set for the task of lexicon induction and a new lexicon of manosphere language, validated by"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.19257","kind":"arxiv","version":3},"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/2409.19257/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":"2026-07-05T11:16:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PcOK2U01p/WTZBrMyb7RytlMoAzPODKwIr91wEHtfx5yHO4LGO2VWqRb0WqYS8JqyA9V95X2Humd1dy7l9fFDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T23:53:26.314326Z"},"content_sha256":"924ea7878664e5bc4c1e4568f3e78995d43eb0decbb49aa53201cf816513e09a","schema_version":"1.0","event_id":"sha256:924ea7878664e5bc4c1e4568f3e78995d43eb0decbb49aa53201cf816513e09a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LM67IKJE4TPBC372ICHN3AUL2C/bundle.json","state_url":"https://pith.science/pith/LM67IKJE4TPBC372ICHN3AUL2C/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LM67IKJE4TPBC372ICHN3AUL2C/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":"2026-08-14T23:53:26Z","links":{"resolver":"https://pith.science/pith/LM67IKJE4TPBC372ICHN3AUL2C","bundle":"https://pith.science/pith/LM67IKJE4TPBC372ICHN3AUL2C/bundle.json","state":"https://pith.science/pith/LM67IKJE4TPBC372ICHN3AUL2C/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LM67IKJE4TPBC372ICHN3AUL2C/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LM67IKJE4TPBC372ICHN3AUL2C","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":"8d6789dc8580e7cb002d8b67e51575adc1e399dd3676431b031ea3455cb703ad","cross_cats_sorted":["cs.SI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-28T06:20:20Z","title_canon_sha256":"46761958a860129d27c31db88751f59d94cb0562b2abc31e098587c125b9ae59"},"schema_version":"1.0","source":{"id":"2409.19257","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.19257","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"arxiv_version","alias_value":"2409.19257v3","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.19257","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_12","alias_value":"LM67IKJE4TPB","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_16","alias_value":"LM67IKJE4TPBC372","created_at":"2026-07-05T11:16:03Z"},{"alias_kind":"pith_short_8","alias_value":"LM67IKJE","created_at":"2026-07-05T11:16:03Z"}],"graph_snapshots":[{"event_id":"sha256:924ea7878664e5bc4c1e4568f3e78995d43eb0decbb49aa53201cf816513e09a","target":"graph","created_at":"2026-07-05T11:16:03Z","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/2409.19257/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In-group language is an important signifier of group dynamics. This paper proposes a novel method for inducing lexicons of in-group language, which incorporates its socio-temporal context. Existing methods for lexicon induction do not capture the evolving nature of in-group language, nor the social structure of the community. Using dynamic word and user embeddings trained on conversations from online anti-women communities, our approach outperforms prior methods for lexicon induction. We develop a test set for the task of lexicon induction and a new lexicon of manosphere language, validated by","authors_text":"Christine de Kock","cross_cats":["cs.SI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-28T06:20:20Z","title":"Inducing lexicons of in-group language with socio-temporal context"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.19257","kind":"arxiv","version":3},"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:bf116a32097adf0dd847d8a3a72081ffdefe0c71102b818d90f4c781fa14f2f2","target":"record","created_at":"2026-07-05T11:16:03Z","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":"8d6789dc8580e7cb002d8b67e51575adc1e399dd3676431b031ea3455cb703ad","cross_cats_sorted":["cs.SI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-28T06:20:20Z","title_canon_sha256":"46761958a860129d27c31db88751f59d94cb0562b2abc31e098587c125b9ae59"},"schema_version":"1.0","source":{"id":"2409.19257","kind":"arxiv","version":3}},"canonical_sha256":"5b3df42924e4de116ffa408edd828bd08d90dcc35aa738b7fd90fb00541f3e87","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5b3df42924e4de116ffa408edd828bd08d90dcc35aa738b7fd90fb00541f3e87","first_computed_at":"2026-07-05T11:16:03.793908Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:16:03.793908Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pq4hl6+qZMA9wlPrXkNwJzVevy+SknOouXOVTWabDlDY3HQRL9Oh+wM0rj+DL7zr30YTSZriWPrZxtWb/MnABg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:16:03.794674Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.19257","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bf116a32097adf0dd847d8a3a72081ffdefe0c71102b818d90f4c781fa14f2f2","sha256:924ea7878664e5bc4c1e4568f3e78995d43eb0decbb49aa53201cf816513e09a"],"state_sha256":"24e9007f4d7484c2f2c5f656d1060a8790432caf1dd69aa860d252d90f3ad774"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"10tjABXRh2++LLIhreOd+5JHTKV74xELyoa5tCxMUsauQWTg9gRExXhHwatVhEE7ICu/kzRy9EzS71gj3FhnCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T23:53:26.319615Z","bundle_sha256":"7a46b9573ba778634140e41bc4f58519a1d85e65372c2aa6898944b0a79b44b6"}}