{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2011:26HYWTZUE7ZM5TWMQADBEL5SDD","short_pith_number":"pith:26HYWTZU","canonical_record":{"source":{"id":"1107.4852","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2011-07-25T06:44:07Z","cross_cats_sorted":[],"title_canon_sha256":"dced3962dc13c5479fad010490bac45d59e8532782dfd8182d1a907d3bf84858","abstract_canon_sha256":"3be9dd808990b66916371f150563e43e0ac640d312a115ad5a625f9cf48612d0"},"schema_version":"1.0"},"canonical_sha256":"d78f8b4f3427f2cececc8006122fb218d5e6d1f8fd503c264eec163f39f1b657","source":{"kind":"arxiv","id":"1107.4852","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1107.4852","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"arxiv_version","alias_value":"1107.4852v1","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1107.4852","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"pith_short_12","alias_value":"26HYWTZUE7ZM","created_at":"2026-05-18T12:26:18Z"},{"alias_kind":"pith_short_16","alias_value":"26HYWTZUE7ZM5TWM","created_at":"2026-05-18T12:26:18Z"},{"alias_kind":"pith_short_8","alias_value":"26HYWTZU","created_at":"2026-05-18T12:26:18Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2011:26HYWTZUE7ZM5TWMQADBEL5SDD","target":"record","payload":{"canonical_record":{"source":{"id":"1107.4852","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2011-07-25T06:44:07Z","cross_cats_sorted":[],"title_canon_sha256":"dced3962dc13c5479fad010490bac45d59e8532782dfd8182d1a907d3bf84858","abstract_canon_sha256":"3be9dd808990b66916371f150563e43e0ac640d312a115ad5a625f9cf48612d0"},"schema_version":"1.0"},"canonical_sha256":"d78f8b4f3427f2cececc8006122fb218d5e6d1f8fd503c264eec163f39f1b657","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T04:16:54.479806Z","signature_b64":"n/Ay/ZSfF329NMP05yK3bxQ2XPHuUDzEB4JGqc2sevQQU8bV0TbX1dhoFFPBiS3zFBaT8a8Qj2UupO9JhkopBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d78f8b4f3427f2cececc8006122fb218d5e6d1f8fd503c264eec163f39f1b657","last_reissued_at":"2026-05-18T04:16:54.479308Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T04:16:54.479308Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1107.4852","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":"2026-05-18T04:16:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8PEhcZlmtVv9VPUSflS9IBaIHuPi4WVYi7SEqkcaLqGSgFXtASjTo+69aliVqeJ0lEAboFAfAVGcUYiCTwDnDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T05:55:34.640912Z"},"content_sha256":"a45d8bf00fb5b6dcbd30f7bbf23a0084f08b1f7db4c2be8019f04c2c2137cef7","schema_version":"1.0","event_id":"sha256:a45d8bf00fb5b6dcbd30f7bbf23a0084f08b1f7db4c2be8019f04c2c2137cef7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2011:26HYWTZUE7ZM5TWMQADBEL5SDD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Network routing in a dynamic environment","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"stat.AP","authors_text":"Nozer D. Singpurwalla","submitted_at":"2011-07-25T06:44:07Z","abstract_excerpt":"Recently, there has been an explosion of work on network routing in hostile environments. Hostile environments tend to be dynamic, and the motivation for this work stems from the scenario of IED placements by insurgents in a logistical network. For discussion, we consider here a sub-network abstracted from a real network, and propose a framework for route selection. What distinguishes our work from related work is its decision theoretic foundation, and statistical considerations pertaining to probability assessments. The latter entails the fusion of data from diverse sources, modeling the soci"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1107.4852","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":"2026-05-18T04:16:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iBSxvJ+v1nbhSLfuAcEtoS2Mn81aKg6J3/HTFiJVXGR76pVYT0taOR0jDc13pnbf8Zs3rmQWGnD34OnKbT8hAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T05:55:34.641298Z"},"content_sha256":"bd4568d5709057541d4e67004f4df178cfcc552e6e89a7fbbd396fe1a7794197","schema_version":"1.0","event_id":"sha256:bd4568d5709057541d4e67004f4df178cfcc552e6e89a7fbbd396fe1a7794197"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/bundle.json","state_url":"https://pith.science/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/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":"2026-06-01T05:55:34Z","links":{"resolver":"https://pith.science/pith/26HYWTZUE7ZM5TWMQADBEL5SDD","bundle":"https://pith.science/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/bundle.json","state":"https://pith.science/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/26HYWTZUE7ZM5TWMQADBEL5SDD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2011:26HYWTZUE7ZM5TWMQADBEL5SDD","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":"3be9dd808990b66916371f150563e43e0ac640d312a115ad5a625f9cf48612d0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2011-07-25T06:44:07Z","title_canon_sha256":"dced3962dc13c5479fad010490bac45d59e8532782dfd8182d1a907d3bf84858"},"schema_version":"1.0","source":{"id":"1107.4852","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1107.4852","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"arxiv_version","alias_value":"1107.4852v1","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1107.4852","created_at":"2026-05-18T04:16:54Z"},{"alias_kind":"pith_short_12","alias_value":"26HYWTZUE7ZM","created_at":"2026-05-18T12:26:18Z"},{"alias_kind":"pith_short_16","alias_value":"26HYWTZUE7ZM5TWM","created_at":"2026-05-18T12:26:18Z"},{"alias_kind":"pith_short_8","alias_value":"26HYWTZU","created_at":"2026-05-18T12:26:18Z"}],"graph_snapshots":[{"event_id":"sha256:bd4568d5709057541d4e67004f4df178cfcc552e6e89a7fbbd396fe1a7794197","target":"graph","created_at":"2026-05-18T04:16:54Z","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":"Recently, there has been an explosion of work on network routing in hostile environments. Hostile environments tend to be dynamic, and the motivation for this work stems from the scenario of IED placements by insurgents in a logistical network. For discussion, we consider here a sub-network abstracted from a real network, and propose a framework for route selection. What distinguishes our work from related work is its decision theoretic foundation, and statistical considerations pertaining to probability assessments. The latter entails the fusion of data from diverse sources, modeling the soci","authors_text":"Nozer D. Singpurwalla","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2011-07-25T06:44:07Z","title":"Network routing in a dynamic environment"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1107.4852","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:a45d8bf00fb5b6dcbd30f7bbf23a0084f08b1f7db4c2be8019f04c2c2137cef7","target":"record","created_at":"2026-05-18T04:16:54Z","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":"3be9dd808990b66916371f150563e43e0ac640d312a115ad5a625f9cf48612d0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2011-07-25T06:44:07Z","title_canon_sha256":"dced3962dc13c5479fad010490bac45d59e8532782dfd8182d1a907d3bf84858"},"schema_version":"1.0","source":{"id":"1107.4852","kind":"arxiv","version":1}},"canonical_sha256":"d78f8b4f3427f2cececc8006122fb218d5e6d1f8fd503c264eec163f39f1b657","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d78f8b4f3427f2cececc8006122fb218d5e6d1f8fd503c264eec163f39f1b657","first_computed_at":"2026-05-18T04:16:54.479308Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T04:16:54.479308Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"n/Ay/ZSfF329NMP05yK3bxQ2XPHuUDzEB4JGqc2sevQQU8bV0TbX1dhoFFPBiS3zFBaT8a8Qj2UupO9JhkopBg==","signature_status":"signed_v1","signed_at":"2026-05-18T04:16:54.479806Z","signed_message":"canonical_sha256_bytes"},"source_id":"1107.4852","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a45d8bf00fb5b6dcbd30f7bbf23a0084f08b1f7db4c2be8019f04c2c2137cef7","sha256:bd4568d5709057541d4e67004f4df178cfcc552e6e89a7fbbd396fe1a7794197"],"state_sha256":"fdd7b07fe821c50dd6bf1ddedd8208f1612b2342067af3cd5b1919fe3c403383"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ISU8ySKlU71CieXiqNwFtZf4k3eER9CspxCkSfVc4mPFFST0Cs+wP0XMmE+4S6djg+N1lGd5j75zLOd9TaBGAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T05:55:34.643379Z","bundle_sha256":"c307016cb5991627cbe694c0ae88aab6f415259b5970cb5a1ba4f8e3c734dc5e"}}