{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:7A7F4FFE5TZMTLZJRH57FAP3EW","short_pith_number":"pith:7A7F4FFE","canonical_record":{"source":{"id":"1712.09185","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-12-26T06:02:36Z","cross_cats_sorted":[],"title_canon_sha256":"c176c75bd7c6166a914e9e95496fd99a255613f36c32ea56519ebe2f50d32295","abstract_canon_sha256":"9d60eec61721558910ba45d515479f98b80444bd1a93e3065ed39a1a3b3d108b"},"schema_version":"1.0"},"canonical_sha256":"f83e5e14a4ecf2c9af2989fbf281fb25b6b85e195c4067e669e5a5dc92f71980","source":{"kind":"arxiv","id":"1712.09185","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.09185","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"arxiv_version","alias_value":"1712.09185v1","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.09185","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"pith_short_12","alias_value":"7A7F4FFE5TZM","created_at":"2026-05-18T12:31:03Z"},{"alias_kind":"pith_short_16","alias_value":"7A7F4FFE5TZMTLZJ","created_at":"2026-05-18T12:31:03Z"},{"alias_kind":"pith_short_8","alias_value":"7A7F4FFE","created_at":"2026-05-18T12:31:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:7A7F4FFE5TZMTLZJRH57FAP3EW","target":"record","payload":{"canonical_record":{"source":{"id":"1712.09185","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-12-26T06:02:36Z","cross_cats_sorted":[],"title_canon_sha256":"c176c75bd7c6166a914e9e95496fd99a255613f36c32ea56519ebe2f50d32295","abstract_canon_sha256":"9d60eec61721558910ba45d515479f98b80444bd1a93e3065ed39a1a3b3d108b"},"schema_version":"1.0"},"canonical_sha256":"f83e5e14a4ecf2c9af2989fbf281fb25b6b85e195c4067e669e5a5dc92f71980","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:27:14.248844Z","signature_b64":"qNhFSem4nThea9wFOmDQGCYsNZReB5diduvcYpcwwFHl33O5kUgq9hzlk6cCkdN+UB0QXFN+UPHRQdlORctUCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f83e5e14a4ecf2c9af2989fbf281fb25b6b85e195c4067e669e5a5dc92f71980","last_reissued_at":"2026-05-18T00:27:14.248306Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:27:14.248306Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1712.09185","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":"2026-05-18T00:27:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zv1uHW43SApA8cwQvIrz3s1HPeWiTesyETW0ZAY5/1ZjiU3at5b7/Us38pXhiv8au5sK6JdjTjX1uivFKIUVAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-30T04:14:02.803973Z"},"content_sha256":"a96ab73c6d1b30c7eff8575d6275f998c78dbf5fd9fd03f374bb133d6ae0b63b","schema_version":"1.0","event_id":"sha256:a96ab73c6d1b30c7eff8575d6275f998c78dbf5fd9fd03f374bb133d6ae0b63b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:7A7F4FFE5TZMTLZJRH57FAP3EW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Actionable Email Intent Modeling with Reparametrized RNNs","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Ahmed Hassan Awadallah, Chu-Cheng Lin, Dongyeop Kang, Madian Khabsa, Michael Gamon, Patrick Pantel","submitted_at":"2017-12-26T06:02:36Z","abstract_excerpt":"Emails in the workplace are often intentional calls to action for its recipients. We propose to annotate these emails for what action its recipient will take. We argue that our approach of action-based annotation is more scalable and theory-agnostic than traditional speech-act-based email intent annotation, while still carrying important semantic and pragmatic information. We show that our action-based annotation scheme achieves good inter-annotator agreement. We also show that we can leverage threaded messages from other domains, which exhibit comparable intents in their conversation, with do"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.09185","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":""},"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":"2026-05-18T00:27:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pYaaTQQMWcSCdQUVO2KQ3F/S2X+lP4vuPmthulE/OdC8BOVAtb8kGw7AlGjVhqOPD74bIkYmlJDELfEbII+ECg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-30T04:14:02.804337Z"},"content_sha256":"9d0788457e7e793ff53c56efefebd67fa7a8c4f3a3b2dc469bd84c44cd94f270","schema_version":"1.0","event_id":"sha256:9d0788457e7e793ff53c56efefebd67fa7a8c4f3a3b2dc469bd84c44cd94f270"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/bundle.json","state_url":"https://pith.science/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/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":"2026-05-30T04:14:02Z","links":{"resolver":"https://pith.science/pith/7A7F4FFE5TZMTLZJRH57FAP3EW","bundle":"https://pith.science/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/bundle.json","state":"https://pith.science/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7A7F4FFE5TZMTLZJRH57FAP3EW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:7A7F4FFE5TZMTLZJRH57FAP3EW","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":"9d60eec61721558910ba45d515479f98b80444bd1a93e3065ed39a1a3b3d108b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-12-26T06:02:36Z","title_canon_sha256":"c176c75bd7c6166a914e9e95496fd99a255613f36c32ea56519ebe2f50d32295"},"schema_version":"1.0","source":{"id":"1712.09185","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.09185","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"arxiv_version","alias_value":"1712.09185v1","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.09185","created_at":"2026-05-18T00:27:14Z"},{"alias_kind":"pith_short_12","alias_value":"7A7F4FFE5TZM","created_at":"2026-05-18T12:31:03Z"},{"alias_kind":"pith_short_16","alias_value":"7A7F4FFE5TZMTLZJ","created_at":"2026-05-18T12:31:03Z"},{"alias_kind":"pith_short_8","alias_value":"7A7F4FFE","created_at":"2026-05-18T12:31:03Z"}],"graph_snapshots":[{"event_id":"sha256:9d0788457e7e793ff53c56efefebd67fa7a8c4f3a3b2dc469bd84c44cd94f270","target":"graph","created_at":"2026-05-18T00:27:14Z","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":"Emails in the workplace are often intentional calls to action for its recipients. We propose to annotate these emails for what action its recipient will take. We argue that our approach of action-based annotation is more scalable and theory-agnostic than traditional speech-act-based email intent annotation, while still carrying important semantic and pragmatic information. We show that our action-based annotation scheme achieves good inter-annotator agreement. We also show that we can leverage threaded messages from other domains, which exhibit comparable intents in their conversation, with do","authors_text":"Ahmed Hassan Awadallah, Chu-Cheng Lin, Dongyeop Kang, Madian Khabsa, Michael Gamon, Patrick Pantel","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-12-26T06:02:36Z","title":"Actionable Email Intent Modeling with Reparametrized RNNs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.09185","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:a96ab73c6d1b30c7eff8575d6275f998c78dbf5fd9fd03f374bb133d6ae0b63b","target":"record","created_at":"2026-05-18T00:27:14Z","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":"9d60eec61721558910ba45d515479f98b80444bd1a93e3065ed39a1a3b3d108b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2017-12-26T06:02:36Z","title_canon_sha256":"c176c75bd7c6166a914e9e95496fd99a255613f36c32ea56519ebe2f50d32295"},"schema_version":"1.0","source":{"id":"1712.09185","kind":"arxiv","version":1}},"canonical_sha256":"f83e5e14a4ecf2c9af2989fbf281fb25b6b85e195c4067e669e5a5dc92f71980","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f83e5e14a4ecf2c9af2989fbf281fb25b6b85e195c4067e669e5a5dc92f71980","first_computed_at":"2026-05-18T00:27:14.248306Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:27:14.248306Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qNhFSem4nThea9wFOmDQGCYsNZReB5diduvcYpcwwFHl33O5kUgq9hzlk6cCkdN+UB0QXFN+UPHRQdlORctUCA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:27:14.248844Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.09185","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a96ab73c6d1b30c7eff8575d6275f998c78dbf5fd9fd03f374bb133d6ae0b63b","sha256:9d0788457e7e793ff53c56efefebd67fa7a8c4f3a3b2dc469bd84c44cd94f270"],"state_sha256":"496bdbca4cde3a57ee63e86c927b9c11d8010e8a79b79591407efe822a73aee3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7etu60JnZJD8z3P43/QK4CL07TqLI6+qZEGAUhuzFUTOLr4fbETeUki5F69N4vnSjw8bleoZx7posn5Y3vVkDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-30T04:14:02.806285Z","bundle_sha256":"35830970905ac3ad55898f7cf0a3adc085639459bc814f223d01df7a3a9a7786"}}