{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:YCB7MOXSAPLHKRATLQNFTGEJE4","short_pith_number":"pith:YCB7MOXS","canonical_record":{"source":{"id":"2402.08533","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-02-13T15:39:28Z","cross_cats_sorted":["math.OC"],"title_canon_sha256":"01d8c35e38e2b6499524b78940f57c03bdcdb26ec0b24cdb7a77fbe75299f800","abstract_canon_sha256":"5329fb19820938a21ecf84dd537bf34aad4116900196ce62e81c787e9239db2c"},"schema_version":"1.0"},"canonical_sha256":"c083f63af203d67544135c1a59988927007a967fa9c12f3b2b510ea21bb73aac","source":{"kind":"arxiv","id":"2402.08533","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.08533","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"arxiv_version","alias_value":"2402.08533v3","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.08533","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_12","alias_value":"YCB7MOXSAPLH","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_16","alias_value":"YCB7MOXSAPLHKRAT","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_8","alias_value":"YCB7MOXS","created_at":"2026-07-05T11:14:46Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:YCB7MOXSAPLHKRATLQNFTGEJE4","target":"record","payload":{"canonical_record":{"source":{"id":"2402.08533","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-02-13T15:39:28Z","cross_cats_sorted":["math.OC"],"title_canon_sha256":"01d8c35e38e2b6499524b78940f57c03bdcdb26ec0b24cdb7a77fbe75299f800","abstract_canon_sha256":"5329fb19820938a21ecf84dd537bf34aad4116900196ce62e81c787e9239db2c"},"schema_version":"1.0"},"canonical_sha256":"c083f63af203d67544135c1a59988927007a967fa9c12f3b2b510ea21bb73aac","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:14:46.637903Z","signature_b64":"V/cHpX413ZRmrCPHjy8SowTulfU0STWZGpGbanqS8DpWyMWrGzKJz4wG4ato09jTCokpgfOBOFKWp0+j1ML0AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c083f63af203d67544135c1a59988927007a967fa9c12f3b2b510ea21bb73aac","last_reissued_at":"2026-07-05T11:14:46.637372Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:14:46.637372Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.08533","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":"2026-07-05T11:14:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bHXis+p05Fh1XKkfW4ydsQMPUJrQpfi+Ift627/fN4QmB2cvYwIhz1PNNxIB2CrqweL3XwrlENeCk7OJSEg0CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T20:26:13.625862Z"},"content_sha256":"3dff82d707d7a0a969545325f595794a638bb3d5626b93488f379ce8f6ec7ef3","schema_version":"1.0","event_id":"sha256:3dff82d707d7a0a969545325f595794a638bb3d5626b93488f379ce8f6ec7ef3"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:YCB7MOXSAPLHKRATLQNFTGEJE4","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Grace Period is All You Need: Individual Fairness without Revenue Loss in Revenue Management","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["math.OC"],"primary_cat":"cs.GT","authors_text":"Chara Podimata, Patrick Jaillet, Zijie Zhou","submitted_at":"2024-02-13T15:39:28Z","abstract_excerpt":"Imagine you and a friend purchase identical items at a store, yet only your friend received a discount. Would your friend's discount make you feel unfairly treated by the store? And would you be less willing to purchase from that store again in the future? Based on a large-scale online survey that we ran on Prolific, it turns out that the answers to the above questions are positive. Therefore, when allocating resources to different customers, sellers should consider both the total reward and individual fairness. Motivated by these findings, in this work we propose a notion of individual fairne"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.08533","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2402.08533/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":"2026-07-05T11:14:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CkfqUvIVStIBHV6Xg96d+WR5ZNmtJYFkhQeOzASdulZZzF98BXQkspCn8Ix1+MoVXbdBFWncUdL2KEe1r210Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T20:26:13.626370Z"},"content_sha256":"b0d4d6e69413af188f764b3f84dc050837460948c2d7355133a71fc9eeeb123a","schema_version":"1.0","event_id":"sha256:b0d4d6e69413af188f764b3f84dc050837460948c2d7355133a71fc9eeeb123a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/bundle.json","state_url":"https://pith.science/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/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":"2026-08-09T20:26:13Z","links":{"resolver":"https://pith.science/pith/YCB7MOXSAPLHKRATLQNFTGEJE4","bundle":"https://pith.science/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/bundle.json","state":"https://pith.science/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YCB7MOXSAPLHKRATLQNFTGEJE4/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:YCB7MOXSAPLHKRATLQNFTGEJE4","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":"5329fb19820938a21ecf84dd537bf34aad4116900196ce62e81c787e9239db2c","cross_cats_sorted":["math.OC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-02-13T15:39:28Z","title_canon_sha256":"01d8c35e38e2b6499524b78940f57c03bdcdb26ec0b24cdb7a77fbe75299f800"},"schema_version":"1.0","source":{"id":"2402.08533","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.08533","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"arxiv_version","alias_value":"2402.08533v3","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.08533","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_12","alias_value":"YCB7MOXSAPLH","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_16","alias_value":"YCB7MOXSAPLHKRAT","created_at":"2026-07-05T11:14:46Z"},{"alias_kind":"pith_short_8","alias_value":"YCB7MOXS","created_at":"2026-07-05T11:14:46Z"}],"graph_snapshots":[{"event_id":"sha256:b0d4d6e69413af188f764b3f84dc050837460948c2d7355133a71fc9eeeb123a","target":"graph","created_at":"2026-07-05T11:14:46Z","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/2402.08533/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Imagine you and a friend purchase identical items at a store, yet only your friend received a discount. Would your friend's discount make you feel unfairly treated by the store? And would you be less willing to purchase from that store again in the future? Based on a large-scale online survey that we ran on Prolific, it turns out that the answers to the above questions are positive. Therefore, when allocating resources to different customers, sellers should consider both the total reward and individual fairness. Motivated by these findings, in this work we propose a notion of individual fairne","authors_text":"Chara Podimata, Patrick Jaillet, Zijie Zhou","cross_cats":["math.OC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-02-13T15:39:28Z","title":"Grace Period is All You Need: Individual Fairness without Revenue Loss in Revenue Management"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.08533","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":"sha256:3dff82d707d7a0a969545325f595794a638bb3d5626b93488f379ce8f6ec7ef3","target":"record","created_at":"2026-07-05T11:14:46Z","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":"5329fb19820938a21ecf84dd537bf34aad4116900196ce62e81c787e9239db2c","cross_cats_sorted":["math.OC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-02-13T15:39:28Z","title_canon_sha256":"01d8c35e38e2b6499524b78940f57c03bdcdb26ec0b24cdb7a77fbe75299f800"},"schema_version":"1.0","source":{"id":"2402.08533","kind":"arxiv","version":3}},"canonical_sha256":"c083f63af203d67544135c1a59988927007a967fa9c12f3b2b510ea21bb73aac","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c083f63af203d67544135c1a59988927007a967fa9c12f3b2b510ea21bb73aac","first_computed_at":"2026-07-05T11:14:46.637372Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:46.637372Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"V/cHpX413ZRmrCPHjy8SowTulfU0STWZGpGbanqS8DpWyMWrGzKJz4wG4ato09jTCokpgfOBOFKWp0+j1ML0AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:46.637903Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.08533","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3dff82d707d7a0a969545325f595794a638bb3d5626b93488f379ce8f6ec7ef3","sha256:b0d4d6e69413af188f764b3f84dc050837460948c2d7355133a71fc9eeeb123a"],"state_sha256":"4d1d2531dee70fdd1c9d619b0ff7de9f6141a56b059aad4aaf5d3fbfaeeed6c5"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Nup9y4e+24/1BCGa1cVnGMICvAJdKomG9PNlZLzDGGkEr/z1N4hYhuIr8LUhz64KU2RY+UWE59eTmZGqdImtAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T20:26:13.630272Z","bundle_sha256":"9c7d1614fcf32509d0ec8e9a1605c391c8ca1e3e17ed4849e03a649e21f939c3"}}