{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2021:6QLVZCOAV3EUBKGFC6N4PMCCEN","short_pith_number":"pith:6QLVZCOA","canonical_record":{"source":{"id":"2110.09856","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2021-10-19T11:18:52Z","cross_cats_sorted":["physics.soc-ph"],"title_canon_sha256":"b489ed1dbd0ffa98ef110b30da100a38fecccf5b65907ce907a29365cfb153c5","abstract_canon_sha256":"cb5ce1f1586a8315ab51c7cfc2254970cc74337d4999c80b4ba32f2e15b1296a"},"schema_version":"1.0"},"canonical_sha256":"f4175c89c0aec940a8c5179bc7b042235121adf1a24e62c662d1d394740f4c78","source":{"kind":"arxiv","id":"2110.09856","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2110.09856","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"arxiv_version","alias_value":"2110.09856v1","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2110.09856","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_12","alias_value":"6QLVZCOAV3EU","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_16","alias_value":"6QLVZCOAV3EUBKGF","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_8","alias_value":"6QLVZCOA","created_at":"2026-07-05T03:24:00Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2021:6QLVZCOAV3EUBKGFC6N4PMCCEN","target":"record","payload":{"canonical_record":{"source":{"id":"2110.09856","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2021-10-19T11:18:52Z","cross_cats_sorted":["physics.soc-ph"],"title_canon_sha256":"b489ed1dbd0ffa98ef110b30da100a38fecccf5b65907ce907a29365cfb153c5","abstract_canon_sha256":"cb5ce1f1586a8315ab51c7cfc2254970cc74337d4999c80b4ba32f2e15b1296a"},"schema_version":"1.0"},"canonical_sha256":"f4175c89c0aec940a8c5179bc7b042235121adf1a24e62c662d1d394740f4c78","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:24:00.142951Z","signature_b64":"uEzf6C7QFF0gMZRLKwcYp7dV/y07d7T9BrMMK9rcjU11rcvBuCSB/2Q8SA55Ei1OxflvEzzakqwlSuFIhxAyCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f4175c89c0aec940a8c5179bc7b042235121adf1a24e62c662d1d394740f4c78","last_reissued_at":"2026-07-05T03:24:00.142580Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:24:00.142580Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2110.09856","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":"2026-07-05T03:24:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0+v4c5KXeed2s127gSIByfAsj5lQ2CXxDO27U/4aOEeTU8RDFdenUyiul8n+bhMrNmoEYf+gKkhjUSx8kq76Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T00:07:47.778055Z"},"content_sha256":"79b1a8474afe3fb21238d8e11a7bc1bfc0b663793e6f6a5009d87fb59f5a99e5","schema_version":"1.0","event_id":"sha256:79b1a8474afe3fb21238d8e11a7bc1bfc0b663793e6f6a5009d87fb59f5a99e5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2021:6QLVZCOAV3EUBKGFC6N4PMCCEN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Network Science Predicts Who Dies Next in Game of Thrones","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["physics.soc-ph"],"primary_cat":"cs.SI","authors_text":"Milan Janosov","submitted_at":"2021-10-19T11:18:52Z","abstract_excerpt":"Social network analysis and machine learning have found countless applications in recent years. As an example, this short project was carried out in 2017 and was followed by some media attention, with the following goal: to bring network science and predictive modeling together on the subject of the popular TV and book series, Game of Thrones, and predict which key characters are likely to meet their ends."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2110.09856","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/2110.09856/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":"2026-07-05T03:24:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+1xQYtb9NmUn2dmB8QAgbOJFXNmYeO68TkvptZLGvQyVkC4tbGXwGgh8eG13/Pckc7Ol7FN8ayEXI8KcSrPZDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T00:07:47.779103Z"},"content_sha256":"f7f7665fa2e4e8a3e0204256bee75f9116fd64503f09a3043a5240830ec68b80","schema_version":"1.0","event_id":"sha256:f7f7665fa2e4e8a3e0204256bee75f9116fd64503f09a3043a5240830ec68b80"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/bundle.json","state_url":"https://pith.science/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/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":"2026-08-09T00:07:47Z","links":{"resolver":"https://pith.science/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN","bundle":"https://pith.science/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/bundle.json","state":"https://pith.science/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6QLVZCOAV3EUBKGFC6N4PMCCEN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:6QLVZCOAV3EUBKGFC6N4PMCCEN","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":"cb5ce1f1586a8315ab51c7cfc2254970cc74337d4999c80b4ba32f2e15b1296a","cross_cats_sorted":["physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2021-10-19T11:18:52Z","title_canon_sha256":"b489ed1dbd0ffa98ef110b30da100a38fecccf5b65907ce907a29365cfb153c5"},"schema_version":"1.0","source":{"id":"2110.09856","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2110.09856","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"arxiv_version","alias_value":"2110.09856v1","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2110.09856","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_12","alias_value":"6QLVZCOAV3EU","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_16","alias_value":"6QLVZCOAV3EUBKGF","created_at":"2026-07-05T03:24:00Z"},{"alias_kind":"pith_short_8","alias_value":"6QLVZCOA","created_at":"2026-07-05T03:24:00Z"}],"graph_snapshots":[{"event_id":"sha256:f7f7665fa2e4e8a3e0204256bee75f9116fd64503f09a3043a5240830ec68b80","target":"graph","created_at":"2026-07-05T03:24:00Z","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/2110.09856/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Social network analysis and machine learning have found countless applications in recent years. As an example, this short project was carried out in 2017 and was followed by some media attention, with the following goal: to bring network science and predictive modeling together on the subject of the popular TV and book series, Game of Thrones, and predict which key characters are likely to meet their ends.","authors_text":"Milan Janosov","cross_cats":["physics.soc-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2021-10-19T11:18:52Z","title":"Network Science Predicts Who Dies Next in Game of Thrones"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2110.09856","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":"sha256:79b1a8474afe3fb21238d8e11a7bc1bfc0b663793e6f6a5009d87fb59f5a99e5","target":"record","created_at":"2026-07-05T03:24:00Z","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":"cb5ce1f1586a8315ab51c7cfc2254970cc74337d4999c80b4ba32f2e15b1296a","cross_cats_sorted":["physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2021-10-19T11:18:52Z","title_canon_sha256":"b489ed1dbd0ffa98ef110b30da100a38fecccf5b65907ce907a29365cfb153c5"},"schema_version":"1.0","source":{"id":"2110.09856","kind":"arxiv","version":1}},"canonical_sha256":"f4175c89c0aec940a8c5179bc7b042235121adf1a24e62c662d1d394740f4c78","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f4175c89c0aec940a8c5179bc7b042235121adf1a24e62c662d1d394740f4c78","first_computed_at":"2026-07-05T03:24:00.142580Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:24:00.142580Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uEzf6C7QFF0gMZRLKwcYp7dV/y07d7T9BrMMK9rcjU11rcvBuCSB/2Q8SA55Ei1OxflvEzzakqwlSuFIhxAyCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:24:00.142951Z","signed_message":"canonical_sha256_bytes"},"source_id":"2110.09856","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:79b1a8474afe3fb21238d8e11a7bc1bfc0b663793e6f6a5009d87fb59f5a99e5","sha256:f7f7665fa2e4e8a3e0204256bee75f9116fd64503f09a3043a5240830ec68b80"],"state_sha256":"2098f2fd6d48784689af69b3dcfff9390a071f9af199874093276c4d9269b21a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xZasUxnct2QxqbeChqYkLlr0VhvjlW7FwcOLAqHRKLK0sUcX4mZAg88m9sNb/obCaDHzf+TQS2CN5rrJVvD4DQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T00:07:47.784495Z","bundle_sha256":"74c8b99d3c973b3da59711ab08af0e39a48db12898d9515b0e66ec50fbf88230"}}