{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:K6I5CUEXBA35VOGDSWWQGQCEUL","short_pith_number":"pith:K6I5CUEX","canonical_record":{"source":{"id":"2305.00739","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-05-01T09:41:33Z","cross_cats_sorted":[],"title_canon_sha256":"39751d7b4f006d7463b6699fe2c28c671c3292fa3b555d65b6ae907700569bce","abstract_canon_sha256":"89fbbf9ab518a9dba612b7c3b781af271f1bcc53bafe151d2fd49d851d79ba4c"},"schema_version":"1.0"},"canonical_sha256":"5791d150970837dab8c395ad034044a2f18603e62bea7ab90508ecd2c3139ca9","source":{"kind":"arxiv","id":"2305.00739","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.00739","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"arxiv_version","alias_value":"2305.00739v1","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.00739","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_12","alias_value":"K6I5CUEXBA35","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_16","alias_value":"K6I5CUEXBA35VOGD","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_8","alias_value":"K6I5CUEX","created_at":"2026-07-05T06:05:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:K6I5CUEXBA35VOGDSWWQGQCEUL","target":"record","payload":{"canonical_record":{"source":{"id":"2305.00739","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-05-01T09:41:33Z","cross_cats_sorted":[],"title_canon_sha256":"39751d7b4f006d7463b6699fe2c28c671c3292fa3b555d65b6ae907700569bce","abstract_canon_sha256":"89fbbf9ab518a9dba612b7c3b781af271f1bcc53bafe151d2fd49d851d79ba4c"},"schema_version":"1.0"},"canonical_sha256":"5791d150970837dab8c395ad034044a2f18603e62bea7ab90508ecd2c3139ca9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:05:44.602267Z","signature_b64":"tREZhH1RvBi9yv8yinP/Wf0Xov7E8p5Ei8rQ3kGgUush4+LYSVToY/9pR5OfYY1JJNX25I/eAz4FlV8fofUuBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5791d150970837dab8c395ad034044a2f18603e62bea7ab90508ecd2c3139ca9","last_reissued_at":"2026-07-05T06:05:44.601804Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:05:44.601804Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2305.00739","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":"2026-07-05T06:05:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eNwEtHeQcXbJs7rgjOsLEjMGnFSeE2kfKvtP5JXukYkUPybGeefwTHNliXu/KsSg/Ek8cPNtaMur3n4F7y/9Ag==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T20:04:05.920971Z"},"content_sha256":"e136460ca80d7f26f2c095a72d9e60826221658f28968b8503b5c5b2abb0480d","schema_version":"1.0","event_id":"sha256:e136460ca80d7f26f2c095a72d9e60826221658f28968b8503b5c5b2abb0480d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:K6I5CUEXBA35VOGDSWWQGQCEUL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Agathe Balayn, Mireia Yurrita, Ujwal Gadiraju","submitted_at":"2023-05-01T09:41:33Z","abstract_excerpt":"Human-AI decision making is becoming increasingly ubiquitous, and explanations have been proposed to facilitate better Human-AI interactions. Recent research has investigated the positive impact of explanations on decision subjects' fairness perceptions in algorithmic decision-making. Despite these advances, most studies have captured the effect of explanations in isolation, considering explanations as ends in themselves, and reducing them to technical solutions provided through XAI methodologies. In this vision paper, we argue that the effect of explanations on fairness perceptions should rat"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.00739","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/2305.00739/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":"2026-07-05T06:05:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rxcolJh/QYXr4Kb6YlXIKHInX7havZ1PcLEHIF6UuuciJVqYOWfdoiJtAONz5BtUiDCARLfyuaRKjerV9X5YDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T20:04:05.921487Z"},"content_sha256":"b921aa69535f49e17eafd01964054a5586a338da13c69f97f4e1a851bbb42197","schema_version":"1.0","event_id":"sha256:b921aa69535f49e17eafd01964054a5586a338da13c69f97f4e1a851bbb42197"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/bundle.json","state_url":"https://pith.science/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/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":"2026-08-08T20:04:05Z","links":{"resolver":"https://pith.science/pith/K6I5CUEXBA35VOGDSWWQGQCEUL","bundle":"https://pith.science/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/bundle.json","state":"https://pith.science/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/K6I5CUEXBA35VOGDSWWQGQCEUL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:K6I5CUEXBA35VOGDSWWQGQCEUL","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":"89fbbf9ab518a9dba612b7c3b781af271f1bcc53bafe151d2fd49d851d79ba4c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-05-01T09:41:33Z","title_canon_sha256":"39751d7b4f006d7463b6699fe2c28c671c3292fa3b555d65b6ae907700569bce"},"schema_version":"1.0","source":{"id":"2305.00739","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.00739","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"arxiv_version","alias_value":"2305.00739v1","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.00739","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_12","alias_value":"K6I5CUEXBA35","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_16","alias_value":"K6I5CUEXBA35VOGD","created_at":"2026-07-05T06:05:44Z"},{"alias_kind":"pith_short_8","alias_value":"K6I5CUEX","created_at":"2026-07-05T06:05:44Z"}],"graph_snapshots":[{"event_id":"sha256:b921aa69535f49e17eafd01964054a5586a338da13c69f97f4e1a851bbb42197","target":"graph","created_at":"2026-07-05T06:05:44Z","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/2305.00739/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human-AI decision making is becoming increasingly ubiquitous, and explanations have been proposed to facilitate better Human-AI interactions. Recent research has investigated the positive impact of explanations on decision subjects' fairness perceptions in algorithmic decision-making. Despite these advances, most studies have captured the effect of explanations in isolation, considering explanations as ends in themselves, and reducing them to technical solutions provided through XAI methodologies. In this vision paper, we argue that the effect of explanations on fairness perceptions should rat","authors_text":"Agathe Balayn, Mireia Yurrita, Ujwal Gadiraju","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-05-01T09:41:33Z","title":"Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.00739","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:e136460ca80d7f26f2c095a72d9e60826221658f28968b8503b5c5b2abb0480d","target":"record","created_at":"2026-07-05T06:05:44Z","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":"89fbbf9ab518a9dba612b7c3b781af271f1bcc53bafe151d2fd49d851d79ba4c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2023-05-01T09:41:33Z","title_canon_sha256":"39751d7b4f006d7463b6699fe2c28c671c3292fa3b555d65b6ae907700569bce"},"schema_version":"1.0","source":{"id":"2305.00739","kind":"arxiv","version":1}},"canonical_sha256":"5791d150970837dab8c395ad034044a2f18603e62bea7ab90508ecd2c3139ca9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5791d150970837dab8c395ad034044a2f18603e62bea7ab90508ecd2c3139ca9","first_computed_at":"2026-07-05T06:05:44.601804Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:05:44.601804Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tREZhH1RvBi9yv8yinP/Wf0Xov7E8p5Ei8rQ3kGgUush4+LYSVToY/9pR5OfYY1JJNX25I/eAz4FlV8fofUuBw==","signature_status":"signed_v1","signed_at":"2026-07-05T06:05:44.602267Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.00739","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e136460ca80d7f26f2c095a72d9e60826221658f28968b8503b5c5b2abb0480d","sha256:b921aa69535f49e17eafd01964054a5586a338da13c69f97f4e1a851bbb42197"],"state_sha256":"f1966cb871521832e87e030fdc02698bf4c276e8f5e6b7203628c04a4e1e2100"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"E2SKN8c3HYHt7TbsOpgHLlkAeYow4WW82PFWg0J/ZcCq2Pfj5qq9Caf4NpYUV+CfC5ItCSpZmBWFrTrAaQAMDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T20:04:05.926469Z","bundle_sha256":"904a368a4769ca1d2cb3f6012d1a4a3a4369ea7f8e3bcd5edcf769670cbb28bb"}}