{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:2LFB3IK4QH7QYX7RWGB5XZRMCZ","short_pith_number":"pith:2LFB3IK4","canonical_record":{"source":{"id":"2408.04272","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-08-08T07:14:25Z","cross_cats_sorted":[],"title_canon_sha256":"af342fd4437233bb739e330e29061da1243ee4e2a86b3bda8531cf761ddb0847","abstract_canon_sha256":"0db5f01167ffadbfb9c235cc44256826a7cc52daf1625a21c08a19f3732e4468"},"schema_version":"1.0"},"canonical_sha256":"d2ca1da15c81ff0c5ff1b183dbe62c1661da1f0c09163c3f31f492f4473e0f41","source":{"kind":"arxiv","id":"2408.04272","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.04272","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"arxiv_version","alias_value":"2408.04272v1","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.04272","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_12","alias_value":"2LFB3IK4QH7Q","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_16","alias_value":"2LFB3IK4QH7QYX7R","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_8","alias_value":"2LFB3IK4","created_at":"2026-07-05T08:53:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:2LFB3IK4QH7QYX7RWGB5XZRMCZ","target":"record","payload":{"canonical_record":{"source":{"id":"2408.04272","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-08-08T07:14:25Z","cross_cats_sorted":[],"title_canon_sha256":"af342fd4437233bb739e330e29061da1243ee4e2a86b3bda8531cf761ddb0847","abstract_canon_sha256":"0db5f01167ffadbfb9c235cc44256826a7cc52daf1625a21c08a19f3732e4468"},"schema_version":"1.0"},"canonical_sha256":"d2ca1da15c81ff0c5ff1b183dbe62c1661da1f0c09163c3f31f492f4473e0f41","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:53:30.838307Z","signature_b64":"ZgyrFf5FctVUuggXvuTJibjpEZwAZB13fw20Cud/qReSeV2rZfNC7GWX5KXBg4Drc3ImlMS4baPHj8flkbuNCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d2ca1da15c81ff0c5ff1b183dbe62c1661da1f0c09163c3f31f492f4473e0f41","last_reissued_at":"2026-07-05T08:53:30.837933Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:53:30.837933Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.04272","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":"2026-07-05T08:53:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4/RSeXcQRkQRQkVy9MLjyzCV5UsxVqOlaqzMtzwhFJXlE0pWkY5x3uux12vv6x1Q6C24fTqvG/IzI9cT87ZmDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T03:27:45.063455Z"},"content_sha256":"14813a87255013145bcff64c6c1ee27f6ad1f2effad6f0b49d14e191c13ac73d","schema_version":"1.0","event_id":"sha256:14813a87255013145bcff64c6c1ee27f6ad1f2effad6f0b49d14e191c13ac73d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:2LFB3IK4QH7QYX7RWGB5XZRMCZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"On Rider Strategic Behavior in Ride-Sharing Platforms","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.GT","authors_text":"Diptangshu Sen, Jay Mulay, Juba Ziani","submitted_at":"2024-08-08T07:14:25Z","abstract_excerpt":"Over the past decade, ride-sharing services have become increasingly important, with U.S. market leaders such as Uber and Lyft expanding to over 900 cities worldwide and facilitating billions of rides annually. This rise reflects their ability to meet users' convenience, efficiency, and affordability needs. However, in busy areas and surge zones, the benefits of these platforms can diminish, prompting riders to relocate to cheaper, more convenient locations or seek alternative transportation.\n  While much research has focused on the strategic behavior of drivers, the strategic actions of rider"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.04272","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/2408.04272/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":"2026-07-05T08:53:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+hTjL/rCWg5BT7b0ycxN954PyLKocpFMRlZ897L693jcExa3mCbVO1O0JM0oQKn/t0sDS0s2IDOoTfcO0ka9AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T03:27:45.064017Z"},"content_sha256":"822f9e41f3fe5274bde0755756739f3beb12d42c8020aec84c4610b4dbfbd4d1","schema_version":"1.0","event_id":"sha256:822f9e41f3fe5274bde0755756739f3beb12d42c8020aec84c4610b4dbfbd4d1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/bundle.json","state_url":"https://pith.science/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/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":"2026-08-13T03:27:45Z","links":{"resolver":"https://pith.science/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ","bundle":"https://pith.science/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/bundle.json","state":"https://pith.science/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2LFB3IK4QH7QYX7RWGB5XZRMCZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2LFB3IK4QH7QYX7RWGB5XZRMCZ","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":"0db5f01167ffadbfb9c235cc44256826a7cc52daf1625a21c08a19f3732e4468","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-08-08T07:14:25Z","title_canon_sha256":"af342fd4437233bb739e330e29061da1243ee4e2a86b3bda8531cf761ddb0847"},"schema_version":"1.0","source":{"id":"2408.04272","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.04272","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"arxiv_version","alias_value":"2408.04272v1","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.04272","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_12","alias_value":"2LFB3IK4QH7Q","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_16","alias_value":"2LFB3IK4QH7QYX7R","created_at":"2026-07-05T08:53:30Z"},{"alias_kind":"pith_short_8","alias_value":"2LFB3IK4","created_at":"2026-07-05T08:53:30Z"}],"graph_snapshots":[{"event_id":"sha256:822f9e41f3fe5274bde0755756739f3beb12d42c8020aec84c4610b4dbfbd4d1","target":"graph","created_at":"2026-07-05T08:53:30Z","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/2408.04272/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Over the past decade, ride-sharing services have become increasingly important, with U.S. market leaders such as Uber and Lyft expanding to over 900 cities worldwide and facilitating billions of rides annually. This rise reflects their ability to meet users' convenience, efficiency, and affordability needs. However, in busy areas and surge zones, the benefits of these platforms can diminish, prompting riders to relocate to cheaper, more convenient locations or seek alternative transportation.\n  While much research has focused on the strategic behavior of drivers, the strategic actions of rider","authors_text":"Diptangshu Sen, Jay Mulay, Juba Ziani","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-08-08T07:14:25Z","title":"On Rider Strategic Behavior in Ride-Sharing Platforms"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.04272","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":"sha256:14813a87255013145bcff64c6c1ee27f6ad1f2effad6f0b49d14e191c13ac73d","target":"record","created_at":"2026-07-05T08:53:30Z","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":"0db5f01167ffadbfb9c235cc44256826a7cc52daf1625a21c08a19f3732e4468","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2024-08-08T07:14:25Z","title_canon_sha256":"af342fd4437233bb739e330e29061da1243ee4e2a86b3bda8531cf761ddb0847"},"schema_version":"1.0","source":{"id":"2408.04272","kind":"arxiv","version":1}},"canonical_sha256":"d2ca1da15c81ff0c5ff1b183dbe62c1661da1f0c09163c3f31f492f4473e0f41","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d2ca1da15c81ff0c5ff1b183dbe62c1661da1f0c09163c3f31f492f4473e0f41","first_computed_at":"2026-07-05T08:53:30.837933Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:53:30.837933Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZgyrFf5FctVUuggXvuTJibjpEZwAZB13fw20Cud/qReSeV2rZfNC7GWX5KXBg4Drc3ImlMS4baPHj8flkbuNCA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:53:30.838307Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.04272","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:14813a87255013145bcff64c6c1ee27f6ad1f2effad6f0b49d14e191c13ac73d","sha256:822f9e41f3fe5274bde0755756739f3beb12d42c8020aec84c4610b4dbfbd4d1"],"state_sha256":"0d0929aa0c67e44fe9277a752d8f86542ec527cd545c93b230c04426b23bad5a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1SYRZcb0IjaNkknwJDp/1gsL9I5WSm/OXppY5Uq3GJeMbT6Sw4HqbnyY5hLRE6pR/RfHxqmvutZo/BpirCX0BA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T03:27:45.067720Z","bundle_sha256":"5fe6b88c64264892b8443317aa7c2698325d8b5c54ec3de20212f7a9409ac981"}}