{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:TITLTKSQ5QZO4LSSGIGJFRGWSI","short_pith_number":"pith:TITLTKSQ","canonical_record":{"source":{"id":"1609.03438","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LO","submitted_at":"2016-09-12T15:12:00Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"01d69c8a626addd9d4d2edc6962b50d1483fb417d5c5ad1f4238f9f6f89a0985","abstract_canon_sha256":"3e55287bbdd489769c877fff0aa8c1b129cf5617158b76db4986b62f94374746"},"schema_version":"1.0"},"canonical_sha256":"9a26b9aa50ec32ee2e52320c92c4d69233f5bae86d9dfcc8504b4b5d3d416158","source":{"kind":"arxiv","id":"1609.03438","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1609.03438","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"arxiv_version","alias_value":"1609.03438v3","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1609.03438","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"pith_short_12","alias_value":"TITLTKSQ5QZO","created_at":"2026-05-18T12:30:44Z"},{"alias_kind":"pith_short_16","alias_value":"TITLTKSQ5QZO4LSS","created_at":"2026-05-18T12:30:44Z"},{"alias_kind":"pith_short_8","alias_value":"TITLTKSQ","created_at":"2026-05-18T12:30:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:TITLTKSQ5QZO4LSSGIGJFRGWSI","target":"record","payload":{"canonical_record":{"source":{"id":"1609.03438","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LO","submitted_at":"2016-09-12T15:12:00Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"01d69c8a626addd9d4d2edc6962b50d1483fb417d5c5ad1f4238f9f6f89a0985","abstract_canon_sha256":"3e55287bbdd489769c877fff0aa8c1b129cf5617158b76db4986b62f94374746"},"schema_version":"1.0"},"canonical_sha256":"9a26b9aa50ec32ee2e52320c92c4d69233f5bae86d9dfcc8504b4b5d3d416158","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:28:27.124420Z","signature_b64":"7cA2scy8xUyrJ1DqNEqID9YhUWDm+ZtlRq1MMXIkpVNHy32bQuT+ovx5xG2/7HPY7WDUT7pG8lGJFQxHGM6nDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9a26b9aa50ec32ee2e52320c92c4d69233f5bae86d9dfcc8504b4b5d3d416158","last_reissued_at":"2026-05-18T00:28:27.123836Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:28:27.123836Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1609.03438","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":"2026-05-18T00:28:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LD6PxkdiPBXuDjqemRJx4HxnQGFOTY9Bsff7BiMMy4dkAyXWK3K6MNAhBDUHESnqrfCorhsZ/yE+ha+YfssTCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T22:36:57.787827Z"},"content_sha256":"856767a82774540bf698e03b6a0866b381b84a06b3d239b5e1c74957d24fcfd6","schema_version":"1.0","event_id":"sha256:856767a82774540bf698e03b6a0866b381b84a06b3d239b5e1c74957d24fcfd6"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:TITLTKSQ5QZO4LSSGIGJFRGWSI","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Reactive Multi-Context Systems: Heterogeneous Reasoning in Dynamic Environments","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LO","authors_text":"Gerhard Brewka, Jo\\~ao Leite, J\\\"org P\\\"uhrer, Matthias Knorr, Ricardo Gon\\c{c}alves, Stefan Ellmauthaler","submitted_at":"2016-09-12T15:12:00Z","abstract_excerpt":"Managed multi-context systems (mMCSs) allow for the integration of heterogeneous knowledge sources in a modular and very general way. They were, however, mainly designed for static scenarios and are therefore not well-suited for dynamic environments in which continuous reasoning over such heterogeneous knowledge with constantly arriving streams of data is necessary. In this paper, we introduce reactive multi-context systems (rMCSs), a framework for reactive reasoning in the presence of heterogeneous knowledge sources and data streams. We show that rMCSs are indeed well-suited for this purpose "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1609.03438","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":""},"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":"2026-05-18T00:28:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KLf9KUjQ6xJpsehd4nr6SuO62QVw/qrdsh2zJ2+L+nEYlo1k7V6Fie9+L48w/AxLAFgRS8T6cg+v/lAhLHIvCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T22:36:57.788552Z"},"content_sha256":"970b9e6b057ddbd3cb229061825c9ad0fd84fca988b646ce9802a6d7c8726f3d","schema_version":"1.0","event_id":"sha256:970b9e6b057ddbd3cb229061825c9ad0fd84fca988b646ce9802a6d7c8726f3d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/bundle.json","state_url":"https://pith.science/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/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":"2026-05-26T22:36:57Z","links":{"resolver":"https://pith.science/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI","bundle":"https://pith.science/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/bundle.json","state":"https://pith.science/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TITLTKSQ5QZO4LSSGIGJFRGWSI/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:TITLTKSQ5QZO4LSSGIGJFRGWSI","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":"3e55287bbdd489769c877fff0aa8c1b129cf5617158b76db4986b62f94374746","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LO","submitted_at":"2016-09-12T15:12:00Z","title_canon_sha256":"01d69c8a626addd9d4d2edc6962b50d1483fb417d5c5ad1f4238f9f6f89a0985"},"schema_version":"1.0","source":{"id":"1609.03438","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1609.03438","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"arxiv_version","alias_value":"1609.03438v3","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1609.03438","created_at":"2026-05-18T00:28:27Z"},{"alias_kind":"pith_short_12","alias_value":"TITLTKSQ5QZO","created_at":"2026-05-18T12:30:44Z"},{"alias_kind":"pith_short_16","alias_value":"TITLTKSQ5QZO4LSS","created_at":"2026-05-18T12:30:44Z"},{"alias_kind":"pith_short_8","alias_value":"TITLTKSQ","created_at":"2026-05-18T12:30:44Z"}],"graph_snapshots":[{"event_id":"sha256:970b9e6b057ddbd3cb229061825c9ad0fd84fca988b646ce9802a6d7c8726f3d","target":"graph","created_at":"2026-05-18T00:28:27Z","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":"Managed multi-context systems (mMCSs) allow for the integration of heterogeneous knowledge sources in a modular and very general way. They were, however, mainly designed for static scenarios and are therefore not well-suited for dynamic environments in which continuous reasoning over such heterogeneous knowledge with constantly arriving streams of data is necessary. In this paper, we introduce reactive multi-context systems (rMCSs), a framework for reactive reasoning in the presence of heterogeneous knowledge sources and data streams. We show that rMCSs are indeed well-suited for this purpose ","authors_text":"Gerhard Brewka, Jo\\~ao Leite, J\\\"org P\\\"uhrer, Matthias Knorr, Ricardo Gon\\c{c}alves, Stefan Ellmauthaler","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LO","submitted_at":"2016-09-12T15:12:00Z","title":"Reactive Multi-Context Systems: Heterogeneous Reasoning in Dynamic Environments"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1609.03438","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":"sha256:856767a82774540bf698e03b6a0866b381b84a06b3d239b5e1c74957d24fcfd6","target":"record","created_at":"2026-05-18T00:28:27Z","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":"3e55287bbdd489769c877fff0aa8c1b129cf5617158b76db4986b62f94374746","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LO","submitted_at":"2016-09-12T15:12:00Z","title_canon_sha256":"01d69c8a626addd9d4d2edc6962b50d1483fb417d5c5ad1f4238f9f6f89a0985"},"schema_version":"1.0","source":{"id":"1609.03438","kind":"arxiv","version":3}},"canonical_sha256":"9a26b9aa50ec32ee2e52320c92c4d69233f5bae86d9dfcc8504b4b5d3d416158","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9a26b9aa50ec32ee2e52320c92c4d69233f5bae86d9dfcc8504b4b5d3d416158","first_computed_at":"2026-05-18T00:28:27.123836Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:27.123836Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7cA2scy8xUyrJ1DqNEqID9YhUWDm+ZtlRq1MMXIkpVNHy32bQuT+ovx5xG2/7HPY7WDUT7pG8lGJFQxHGM6nDg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:27.124420Z","signed_message":"canonical_sha256_bytes"},"source_id":"1609.03438","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:856767a82774540bf698e03b6a0866b381b84a06b3d239b5e1c74957d24fcfd6","sha256:970b9e6b057ddbd3cb229061825c9ad0fd84fca988b646ce9802a6d7c8726f3d"],"state_sha256":"6f5179bb2624f7a5332cf631abac88816a08454fe735ec6c26a586d9e09dd7dd"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KlOEyul1J9hKuyCaRQUyPGReDlMkcwIViRnT/5Y8J8UimP6sEEeH1s1BNW/sVdWxbGsF2pJOLUPXt8bky1b9BA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-26T22:36:57.792140Z","bundle_sha256":"5c31dbdd383874958a125d076432d07cdab7fb6b1a9aec2ffdea9e795472f8fa"}}