{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:Z4S4CDJSWFA2FI4UAVOZEXS3UX","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":"3ca6ea9d8ff2196060bd16b925b6c08a234f717166e34402a8bc15ad927d0952","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2020-10-24T03:12:27Z","title_canon_sha256":"428748d432549c9ebe03eed6de52ea0cd178a6f9670b3d1369c1698ab7f5181f"},"schema_version":"1.0","source":{"id":"2010.12753","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2010.12753","created_at":"2026-07-05T02:38:31Z"},{"alias_kind":"arxiv_version","alias_value":"2010.12753v2","created_at":"2026-07-05T02:38:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.12753","created_at":"2026-07-05T02:38:31Z"},{"alias_kind":"pith_short_12","alias_value":"Z4S4CDJSWFA2","created_at":"2026-07-05T02:38:31Z"},{"alias_kind":"pith_short_16","alias_value":"Z4S4CDJSWFA2FI4U","created_at":"2026-07-05T02:38:31Z"},{"alias_kind":"pith_short_8","alias_value":"Z4S4CDJS","created_at":"2026-07-05T02:38:31Z"}],"graph_snapshots":[{"event_id":"sha256:e870c82cddd1f6d04452e3c24c33e8ae2b42b1f2301b7325afcedd82fc19b3ae","target":"graph","created_at":"2026-07-05T02:38:31Z","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/2010.12753/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose TRACIE, a novel temporal reasoning dataset that evaluates the degree to which systems understand implicit events -- events that are not mentioned explicitly in natural language text but can be inferred from it. This introduces a new challenge in temporal reasoning research, where prior work has focused on explicitly mentioned events. Human readers can infer implicit events via commonsense reasoning, resulting in a more comprehensive understanding of the situation and, consequently, better reasoning about time. We find, however, that state-of-the-art models struggle when predicting t","authors_text":"Ashish Sabharwal, Ben Zhou, Dan Roth, Kyle Richardson, Qiang Ning, Tushar Khot","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2020-10-24T03:12:27Z","title":"Temporal Reasoning on Implicit Events from Distant Supervision"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.12753","kind":"arxiv","version":2},"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":"sha256:4794dbfcbaae8fba1014c18c4853be73987c6fc6137d6a00660c15ec6ba51314","target":"record","created_at":"2026-07-05T02:38:31Z","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":"3ca6ea9d8ff2196060bd16b925b6c08a234f717166e34402a8bc15ad927d0952","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2020-10-24T03:12:27Z","title_canon_sha256":"428748d432549c9ebe03eed6de52ea0cd178a6f9670b3d1369c1698ab7f5181f"},"schema_version":"1.0","source":{"id":"2010.12753","kind":"arxiv","version":2}},"canonical_sha256":"cf25c10d32b141a2a394055d925e5ba5d1bb1aa4b9feb7d19bbf56f1bd8c0358","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cf25c10d32b141a2a394055d925e5ba5d1bb1aa4b9feb7d19bbf56f1bd8c0358","first_computed_at":"2026-07-05T02:38:31.007579Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:38:31.007579Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JQehIz6pQzL1mgE/BTvrk3hRKs/6ICMBzf3N3YqM8kDOqg5zVtk+natXzdrlnORWDhhCX8NVT9pEuVd+WSdUDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T02:38:31.008031Z","signed_message":"canonical_sha256_bytes"},"source_id":"2010.12753","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4794dbfcbaae8fba1014c18c4853be73987c6fc6137d6a00660c15ec6ba51314","sha256:e870c82cddd1f6d04452e3c24c33e8ae2b42b1f2301b7325afcedd82fc19b3ae"],"state_sha256":"8d380edb63110d15bbef59b962c491390431e8a0e0b59d385835b6e18971d1a5"}