{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:EU5U4PJQORL6VXSRDXE57HLGL2","short_pith_number":"pith:EU5U4PJQ","canonical_record":{"source":{"id":"2403.05180","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-03-08T09:41:01Z","cross_cats_sorted":[],"title_canon_sha256":"58138846126c6bd7c487e2c0add22527179cc00523953c3360cb3f0e7419eef3","abstract_canon_sha256":"4d6d225a36a3438274e0fb6b532b2b867a588e8ee56f02d1df64e249910760dd"},"schema_version":"1.0"},"canonical_sha256":"253b4e3d307457eade511dc9df9d665eacc5bb23d671d5542d9d4049e2c681c3","source":{"kind":"arxiv","id":"2403.05180","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.05180","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"arxiv_version","alias_value":"2403.05180v1","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.05180","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_12","alias_value":"EU5U4PJQORL6","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_16","alias_value":"EU5U4PJQORL6VXSR","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_8","alias_value":"EU5U4PJQ","created_at":"2026-07-05T07:53:51Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:EU5U4PJQORL6VXSRDXE57HLGL2","target":"record","payload":{"canonical_record":{"source":{"id":"2403.05180","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-03-08T09:41:01Z","cross_cats_sorted":[],"title_canon_sha256":"58138846126c6bd7c487e2c0add22527179cc00523953c3360cb3f0e7419eef3","abstract_canon_sha256":"4d6d225a36a3438274e0fb6b532b2b867a588e8ee56f02d1df64e249910760dd"},"schema_version":"1.0"},"canonical_sha256":"253b4e3d307457eade511dc9df9d665eacc5bb23d671d5542d9d4049e2c681c3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:53:51.943345Z","signature_b64":"PhQAcYCkrVUXrJ+vSP4gbL9Z5pekoBTcLGR4Tx7aYyKgmCG1/Qo2qp0tX5sk4wHTNMISBUrnefQzdwgb2IPrBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"253b4e3d307457eade511dc9df9d665eacc5bb23d671d5542d9d4049e2c681c3","last_reissued_at":"2026-07-05T07:53:51.942831Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:53:51.942831Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.05180","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":"2026-07-05T07:53:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LIXNZeM120msyBFYNc5cINtsQ1qGHRYTRDD2Q94YHNLT2N4uujNdEYEwfLRCRHDMhn8t+Q9buwv8X3xrA+sJBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-16T08:02:57.564999Z"},"content_sha256":"76855216d09a1e57219f16723f2d69bde1d206aa3f5ecd42f2f0ac0dccc22492","schema_version":"1.0","event_id":"sha256:76855216d09a1e57219f16723f2d69bde1d206aa3f5ecd42f2f0ac0dccc22492"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:EU5U4PJQORL6VXSRDXE57HLGL2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Putting Language into Context Using Smartphone-Based Keyboard Logging","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Clemens Stachl, Daniel Buschek, Florian Bemmann, Maximilian Bergmann, Ramona Schoedel, Sven Mayer, Timo Koch","submitted_at":"2024-03-08T09:41:01Z","abstract_excerpt":"While the study of language as typed on smartphones offers valuable insights, existing data collection methods often fall short in providing contextual information and ensuring user privacy. We present a privacy-respectful approach - context-enriched keyboard logging - that allows for the extraction of contextual information on the user's input motive, which is meaningful for linguistics, psychology, and behavioral sciences. In particular, with our approach, we enable distinguishing language contents by their channel (i.e., comments, messaging, search inputs). Filtering by channel allows for b"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.05180","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/2403.05180/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":"2026-07-05T07:53:51Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"q9ACIQx8ajbPw5X53axw6/TDDKQNnR6rdhPq+4/7cjjYtHEogiH3qavur5RXiZdq08kOEGmHC5FxewIvPNruAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-16T08:02:57.565387Z"},"content_sha256":"5545093ede3da0ed1f7598e58a3a4d76edf479ab4882b516add1505824b22006","schema_version":"1.0","event_id":"sha256:5545093ede3da0ed1f7598e58a3a4d76edf479ab4882b516add1505824b22006"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EU5U4PJQORL6VXSRDXE57HLGL2/bundle.json","state_url":"https://pith.science/pith/EU5U4PJQORL6VXSRDXE57HLGL2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EU5U4PJQORL6VXSRDXE57HLGL2/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":"2026-07-16T08:02:57Z","links":{"resolver":"https://pith.science/pith/EU5U4PJQORL6VXSRDXE57HLGL2","bundle":"https://pith.science/pith/EU5U4PJQORL6VXSRDXE57HLGL2/bundle.json","state":"https://pith.science/pith/EU5U4PJQORL6VXSRDXE57HLGL2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EU5U4PJQORL6VXSRDXE57HLGL2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EU5U4PJQORL6VXSRDXE57HLGL2","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":"4d6d225a36a3438274e0fb6b532b2b867a588e8ee56f02d1df64e249910760dd","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-03-08T09:41:01Z","title_canon_sha256":"58138846126c6bd7c487e2c0add22527179cc00523953c3360cb3f0e7419eef3"},"schema_version":"1.0","source":{"id":"2403.05180","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.05180","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"arxiv_version","alias_value":"2403.05180v1","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.05180","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_12","alias_value":"EU5U4PJQORL6","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_16","alias_value":"EU5U4PJQORL6VXSR","created_at":"2026-07-05T07:53:51Z"},{"alias_kind":"pith_short_8","alias_value":"EU5U4PJQ","created_at":"2026-07-05T07:53:51Z"}],"graph_snapshots":[{"event_id":"sha256:5545093ede3da0ed1f7598e58a3a4d76edf479ab4882b516add1505824b22006","target":"graph","created_at":"2026-07-05T07:53:51Z","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/2403.05180/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While the study of language as typed on smartphones offers valuable insights, existing data collection methods often fall short in providing contextual information and ensuring user privacy. We present a privacy-respectful approach - context-enriched keyboard logging - that allows for the extraction of contextual information on the user's input motive, which is meaningful for linguistics, psychology, and behavioral sciences. In particular, with our approach, we enable distinguishing language contents by their channel (i.e., comments, messaging, search inputs). Filtering by channel allows for b","authors_text":"Clemens Stachl, Daniel Buschek, Florian Bemmann, Maximilian Bergmann, Ramona Schoedel, Sven Mayer, Timo Koch","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-03-08T09:41:01Z","title":"Putting Language into Context Using Smartphone-Based Keyboard Logging"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.05180","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":"sha256:76855216d09a1e57219f16723f2d69bde1d206aa3f5ecd42f2f0ac0dccc22492","target":"record","created_at":"2026-07-05T07:53:51Z","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":"4d6d225a36a3438274e0fb6b532b2b867a588e8ee56f02d1df64e249910760dd","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2024-03-08T09:41:01Z","title_canon_sha256":"58138846126c6bd7c487e2c0add22527179cc00523953c3360cb3f0e7419eef3"},"schema_version":"1.0","source":{"id":"2403.05180","kind":"arxiv","version":1}},"canonical_sha256":"253b4e3d307457eade511dc9df9d665eacc5bb23d671d5542d9d4049e2c681c3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"253b4e3d307457eade511dc9df9d665eacc5bb23d671d5542d9d4049e2c681c3","first_computed_at":"2026-07-05T07:53:51.942831Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:53:51.942831Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PhQAcYCkrVUXrJ+vSP4gbL9Z5pekoBTcLGR4Tx7aYyKgmCG1/Qo2qp0tX5sk4wHTNMISBUrnefQzdwgb2IPrBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:53:51.943345Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.05180","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:76855216d09a1e57219f16723f2d69bde1d206aa3f5ecd42f2f0ac0dccc22492","sha256:5545093ede3da0ed1f7598e58a3a4d76edf479ab4882b516add1505824b22006"],"state_sha256":"966da04b965e541d40aeeac1a4de3e0178db7551db1b4605cd588c4fd0e201b9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"U+4vHtTTk24clVn0PbrW2PoJW+1r+inAHaL3SYFIwzWj1/yLRnZv0nhZ8Ib2eppd+paA+bnRp4WU440uhQz3Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-16T08:02:57.567615Z","bundle_sha256":"7ba7213a5a512a9002b6595ca07c2a711c22d78d52969ac8a1019bd4d6a5a979"}}