{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:YQ6XJJ2PKX6ARSVX37JRRDKL3P","short_pith_number":"pith:YQ6XJJ2P","canonical_record":{"source":{"id":"1711.07373","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-17T18:36:14Z","cross_cats_sorted":[],"title_canon_sha256":"29ab773ecb740633cf75927fc5b28a2bd82aa603282801816668621953482400","abstract_canon_sha256":"a7cb96ac7f9473372459701518927c90aa3cd9ef271fa9819b13d9c34b735c27"},"schema_version":"1.0"},"canonical_sha256":"c43d74a74f55fc08cab7dfd3188d4bdbdc6436f7d4757fb4b7202845984b8c4a","source":{"kind":"arxiv","id":"1711.07373","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.07373","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"arxiv_version","alias_value":"1711.07373v1","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.07373","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"pith_short_12","alias_value":"YQ6XJJ2PKX6A","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_16","alias_value":"YQ6XJJ2PKX6ARSVX","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_8","alias_value":"YQ6XJJ2P","created_at":"2026-05-18T12:31:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:YQ6XJJ2PKX6ARSVX37JRRDKL3P","target":"record","payload":{"canonical_record":{"source":{"id":"1711.07373","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-17T18:36:14Z","cross_cats_sorted":[],"title_canon_sha256":"29ab773ecb740633cf75927fc5b28a2bd82aa603282801816668621953482400","abstract_canon_sha256":"a7cb96ac7f9473372459701518927c90aa3cd9ef271fa9819b13d9c34b735c27"},"schema_version":"1.0"},"canonical_sha256":"c43d74a74f55fc08cab7dfd3188d4bdbdc6436f7d4757fb4b7202845984b8c4a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:30:10.328221Z","signature_b64":"8C97f20a3Rkkn9bq7ZbG0etZUSfrGVeJKycAl1riL+CBDD1MbVZfmxn9Cdic084LMT9gnWEDs7kXrHy3y0ANDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c43d74a74f55fc08cab7dfd3188d4bdbdc6436f7d4757fb4b7202845984b8c4a","last_reissued_at":"2026-05-18T00:30:10.327473Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:30:10.327473Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1711.07373","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":"2026-05-18T00:30:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Jyy4TmIWU4IwECyHoxmPvyreiaQASoVGTZYrTV8Zzbk/82vUJg4Rbj1RVaMOXB683JoRPhW3phXGwHpW4rEwDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-10T07:05:59.517400Z"},"content_sha256":"a674e8fa8824e03df81eea6c565b8ac58829c3907917b729e9b259135b6111d1","schema_version":"1.0","event_id":"sha256:a674e8fa8824e03df81eea6c565b8ac58829c3907917b729e9b259135b6111d1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:YQ6XJJ2PKX6ARSVX37JRRDKL3P","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract)","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Anna Rohrbach, Bernt Schiele, Dong Huk Park, Lisa Anne Hendricks, Marcus Rohrbach, Trevor Darrell, Zeynep Akata","submitted_at":"2017-11-17T18:36:14Z","abstract_excerpt":"Deep models are the defacto standard in visual decision problems due to their impressive performance on a wide array of visual tasks. On the other hand, their opaqueness has led to a surge of interest in explainable systems. In this work, we emphasize the importance of model explanation in various forms such as visual pointing and textual justification. The lack of data with justification annotations is one of the bottlenecks of generating multimodal explanations. Thus, we propose two large-scale datasets with annotations that visually and textually justify a classification decision for variou"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.07373","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":"2026-05-18T00:30:10Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Si8WZXqIM3bDBlj/7WfqkVZhfjL0lzuzhD6YRiikro4Wi0xyAw/QNQfvr6aHUydoy7yG/nCaKLMwhsAwUoaoAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-10T07:05:59.518120Z"},"content_sha256":"f09e7feada0edb5d305c9d86adbbe8d35b2190cd6cbeae28a98234ed34561161","schema_version":"1.0","event_id":"sha256:f09e7feada0edb5d305c9d86adbbe8d35b2190cd6cbeae28a98234ed34561161"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/bundle.json","state_url":"https://pith.science/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/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":"2026-06-10T07:05:59Z","links":{"resolver":"https://pith.science/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P","bundle":"https://pith.science/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/bundle.json","state":"https://pith.science/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YQ6XJJ2PKX6ARSVX37JRRDKL3P/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:YQ6XJJ2PKX6ARSVX37JRRDKL3P","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":"a7cb96ac7f9473372459701518927c90aa3cd9ef271fa9819b13d9c34b735c27","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-17T18:36:14Z","title_canon_sha256":"29ab773ecb740633cf75927fc5b28a2bd82aa603282801816668621953482400"},"schema_version":"1.0","source":{"id":"1711.07373","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.07373","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"arxiv_version","alias_value":"1711.07373v1","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.07373","created_at":"2026-05-18T00:30:10Z"},{"alias_kind":"pith_short_12","alias_value":"YQ6XJJ2PKX6A","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_16","alias_value":"YQ6XJJ2PKX6ARSVX","created_at":"2026-05-18T12:31:56Z"},{"alias_kind":"pith_short_8","alias_value":"YQ6XJJ2P","created_at":"2026-05-18T12:31:56Z"}],"graph_snapshots":[{"event_id":"sha256:f09e7feada0edb5d305c9d86adbbe8d35b2190cd6cbeae28a98234ed34561161","target":"graph","created_at":"2026-05-18T00:30:10Z","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":"Deep models are the defacto standard in visual decision problems due to their impressive performance on a wide array of visual tasks. On the other hand, their opaqueness has led to a surge of interest in explainable systems. In this work, we emphasize the importance of model explanation in various forms such as visual pointing and textual justification. The lack of data with justification annotations is one of the bottlenecks of generating multimodal explanations. Thus, we propose two large-scale datasets with annotations that visually and textually justify a classification decision for variou","authors_text":"Anna Rohrbach, Bernt Schiele, Dong Huk Park, Lisa Anne Hendricks, Marcus Rohrbach, Trevor Darrell, Zeynep Akata","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-17T18:36:14Z","title":"Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract)"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.07373","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:a674e8fa8824e03df81eea6c565b8ac58829c3907917b729e9b259135b6111d1","target":"record","created_at":"2026-05-18T00:30:10Z","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":"a7cb96ac7f9473372459701518927c90aa3cd9ef271fa9819b13d9c34b735c27","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-11-17T18:36:14Z","title_canon_sha256":"29ab773ecb740633cf75927fc5b28a2bd82aa603282801816668621953482400"},"schema_version":"1.0","source":{"id":"1711.07373","kind":"arxiv","version":1}},"canonical_sha256":"c43d74a74f55fc08cab7dfd3188d4bdbdc6436f7d4757fb4b7202845984b8c4a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c43d74a74f55fc08cab7dfd3188d4bdbdc6436f7d4757fb4b7202845984b8c4a","first_computed_at":"2026-05-18T00:30:10.327473Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:30:10.327473Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8C97f20a3Rkkn9bq7ZbG0etZUSfrGVeJKycAl1riL+CBDD1MbVZfmxn9Cdic084LMT9gnWEDs7kXrHy3y0ANDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:30:10.328221Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.07373","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a674e8fa8824e03df81eea6c565b8ac58829c3907917b729e9b259135b6111d1","sha256:f09e7feada0edb5d305c9d86adbbe8d35b2190cd6cbeae28a98234ed34561161"],"state_sha256":"70a9fe3523d28229e8748ddd0c1a4a86d5d3d23230f242d4a1a591aff3baec33"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X96dtjRCWAeEOb/H2m/DK/WMsPfrVFUiuAO0YSl3hloDE/EZnwJJVMrlI4decu4xTPCVMzhO59cQa+tlJgChDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-10T07:05:59.522302Z","bundle_sha256":"b6f06bdea739a9eaeb6270e1a3bcd3bc360e24196cce5773657aa5a28cb3b80d"}}