{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:AX5E3OGZ4WSU34EDPAVHQBCKUS","short_pith_number":"pith:AX5E3OGZ","canonical_record":{"source":{"id":"1611.00601","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-11-02T13:38:32Z","cross_cats_sorted":[],"title_canon_sha256":"2ea78585a581430be8d5e775facfa5b788a5f2f057833dfa701d8947cd8dcc6c","abstract_canon_sha256":"b0673ff7f4921278302cb6c5f70fa6f801772fac515e5b5e88fe4a8f71a1cd49"},"schema_version":"1.0"},"canonical_sha256":"05fa4db8d9e5a54df083782a78044aa4a21964a526fb285e879e9e76b1f4f72a","source":{"kind":"arxiv","id":"1611.00601","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1611.00601","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"arxiv_version","alias_value":"1611.00601v3","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1611.00601","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"pith_short_12","alias_value":"AX5E3OGZ4WSU","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_16","alias_value":"AX5E3OGZ4WSU34ED","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_8","alias_value":"AX5E3OGZ","created_at":"2026-05-18T12:30:07Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:AX5E3OGZ4WSU34EDPAVHQBCKUS","target":"record","payload":{"canonical_record":{"source":{"id":"1611.00601","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-11-02T13:38:32Z","cross_cats_sorted":[],"title_canon_sha256":"2ea78585a581430be8d5e775facfa5b788a5f2f057833dfa701d8947cd8dcc6c","abstract_canon_sha256":"b0673ff7f4921278302cb6c5f70fa6f801772fac515e5b5e88fe4a8f71a1cd49"},"schema_version":"1.0"},"canonical_sha256":"05fa4db8d9e5a54df083782a78044aa4a21964a526fb285e879e9e76b1f4f72a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:43:13.270007Z","signature_b64":"OSnmc5PPirhGVoiubGQaXNDHOlNK6E41OHciFh0KSPW9OvYvORb94EcKrWmSkyryih6q8m+DZWTZcfI68x1MAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"05fa4db8d9e5a54df083782a78044aa4a21964a526fb285e879e9e76b1f4f72a","last_reissued_at":"2026-05-18T00:43:13.269442Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:43:13.269442Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1611.00601","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":"2026-05-18T00:43:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"B2sPr+3vn+FkTQmjwgylERRSW3nE4Ino+rqU1YQgMol5o/g+wXO9wPcNzY/oOjoaeKDjhYZLSEIGcQhBXgzzBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T13:59:42.377362Z"},"content_sha256":"b8cfc40647aa0faad9b5500ecbdc1d049a643c6cc759019cb5fbb9052fe33579","schema_version":"1.0","event_id":"sha256:b8cfc40647aa0faad9b5500ecbdc1d049a643c6cc759019cb5fbb9052fe33579"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:AX5E3OGZ4WSU34EDPAVHQBCKUS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Ordinal Common-sense Inference","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Benjamin Van Durme, Kevin Duh, Rachel Rudinger, Sheng Zhang","submitted_at":"2016-11-02T13:38:32Z","abstract_excerpt":"Humans have the capacity to draw common-sense inferences from natural language: various things that are likely but not certain to hold based on established discourse, and are rarely stated explicitly. We propose an evaluation of automated common-sense inference based on an extension of recognizing textual entailment: predicting ordinal human responses on the subjective likelihood of an inference holding in a given context. We describe a framework for extracting common-sense knowledge from corpora, which is then used to construct a dataset for this ordinal entailment task. We train a neural seq"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1611.00601","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":""},"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":"2026-05-18T00:43:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zdSW3G4yftdLA15TXnVkUjfF81hBIGNdMfiI1Y63IoPYO6t7ekG+40xoRrZ+6+icba+QBDHUpztKnwshaDXJCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T13:59:42.377751Z"},"content_sha256":"88a5f2dfbe6a4ac174c4882c7abd45181ff992340ac77c5b69719546faaaa85b","schema_version":"1.0","event_id":"sha256:88a5f2dfbe6a4ac174c4882c7abd45181ff992340ac77c5b69719546faaaa85b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/bundle.json","state_url":"https://pith.science/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/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":"2026-06-03T13:59:42Z","links":{"resolver":"https://pith.science/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS","bundle":"https://pith.science/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/bundle.json","state":"https://pith.science/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/AX5E3OGZ4WSU34EDPAVHQBCKUS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:AX5E3OGZ4WSU34EDPAVHQBCKUS","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":"b0673ff7f4921278302cb6c5f70fa6f801772fac515e5b5e88fe4a8f71a1cd49","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-11-02T13:38:32Z","title_canon_sha256":"2ea78585a581430be8d5e775facfa5b788a5f2f057833dfa701d8947cd8dcc6c"},"schema_version":"1.0","source":{"id":"1611.00601","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1611.00601","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"arxiv_version","alias_value":"1611.00601v3","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1611.00601","created_at":"2026-05-18T00:43:13Z"},{"alias_kind":"pith_short_12","alias_value":"AX5E3OGZ4WSU","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_16","alias_value":"AX5E3OGZ4WSU34ED","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_8","alias_value":"AX5E3OGZ","created_at":"2026-05-18T12:30:07Z"}],"graph_snapshots":[{"event_id":"sha256:88a5f2dfbe6a4ac174c4882c7abd45181ff992340ac77c5b69719546faaaa85b","target":"graph","created_at":"2026-05-18T00:43:13Z","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":"Humans have the capacity to draw common-sense inferences from natural language: various things that are likely but not certain to hold based on established discourse, and are rarely stated explicitly. We propose an evaluation of automated common-sense inference based on an extension of recognizing textual entailment: predicting ordinal human responses on the subjective likelihood of an inference holding in a given context. We describe a framework for extracting common-sense knowledge from corpora, which is then used to construct a dataset for this ordinal entailment task. We train a neural seq","authors_text":"Benjamin Van Durme, Kevin Duh, Rachel Rudinger, Sheng Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-11-02T13:38:32Z","title":"Ordinal Common-sense Inference"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1611.00601","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:b8cfc40647aa0faad9b5500ecbdc1d049a643c6cc759019cb5fbb9052fe33579","target":"record","created_at":"2026-05-18T00:43:13Z","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":"b0673ff7f4921278302cb6c5f70fa6f801772fac515e5b5e88fe4a8f71a1cd49","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2016-11-02T13:38:32Z","title_canon_sha256":"2ea78585a581430be8d5e775facfa5b788a5f2f057833dfa701d8947cd8dcc6c"},"schema_version":"1.0","source":{"id":"1611.00601","kind":"arxiv","version":3}},"canonical_sha256":"05fa4db8d9e5a54df083782a78044aa4a21964a526fb285e879e9e76b1f4f72a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"05fa4db8d9e5a54df083782a78044aa4a21964a526fb285e879e9e76b1f4f72a","first_computed_at":"2026-05-18T00:43:13.269442Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:43:13.269442Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OSnmc5PPirhGVoiubGQaXNDHOlNK6E41OHciFh0KSPW9OvYvORb94EcKrWmSkyryih6q8m+DZWTZcfI68x1MAQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:43:13.270007Z","signed_message":"canonical_sha256_bytes"},"source_id":"1611.00601","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b8cfc40647aa0faad9b5500ecbdc1d049a643c6cc759019cb5fbb9052fe33579","sha256:88a5f2dfbe6a4ac174c4882c7abd45181ff992340ac77c5b69719546faaaa85b"],"state_sha256":"e6b7cf16d351f88c531ecfbca85302fd03fab07e7a8474fdf07f445c207ef7db"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"emvhDtlkrB/YCS3LLq61s5xN0CVfH6QueqFzhWv2+xQ46jjj7JYM1CDnTCwj710XlLhUPcFThMKY9rF33oQbCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T13:59:42.380094Z","bundle_sha256":"0af67ee1c454c8064c341bc24a85164d63ee6b7cb0d8ad07eed228a6c0d807bf"}}