{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:FZ3MAHTLRUYC42YU5VEIDLRJTV","short_pith_number":"pith:FZ3MAHTL","canonical_record":{"source":{"id":"2606.05636","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T03:02:23Z","cross_cats_sorted":[],"title_canon_sha256":"d26f32944974193901cd8c19137cebc2e18f57f034d778c82c64799ca214bac1","abstract_canon_sha256":"7ce00e75c82822c9c27aec3b9fbcac6e4e4a2ff959d8a3c270f9d839880232f1"},"schema_version":"1.0"},"canonical_sha256":"2e76c01e6b8d302e6b14ed4881ae299d4f9b7ea95f18226e301280c95d734dde","source":{"kind":"arxiv","id":"2606.05636","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05636","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05636v1","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05636","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_12","alias_value":"FZ3MAHTLRUYC","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_16","alias_value":"FZ3MAHTLRUYC42YU","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_8","alias_value":"FZ3MAHTL","created_at":"2026-06-05T01:14:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:FZ3MAHTLRUYC42YU5VEIDLRJTV","target":"record","payload":{"canonical_record":{"source":{"id":"2606.05636","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T03:02:23Z","cross_cats_sorted":[],"title_canon_sha256":"d26f32944974193901cd8c19137cebc2e18f57f034d778c82c64799ca214bac1","abstract_canon_sha256":"7ce00e75c82822c9c27aec3b9fbcac6e4e4a2ff959d8a3c270f9d839880232f1"},"schema_version":"1.0"},"canonical_sha256":"2e76c01e6b8d302e6b14ed4881ae299d4f9b7ea95f18226e301280c95d734dde","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T01:14:57.498351Z","signature_b64":"PckE94cDffETgOaQ40bVmW6dsgQJUi8jq1u+LKIMh96RPOPGTiho8P+/PBQQO6yRzZ8qX9y7annYyjXZH4OPCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2e76c01e6b8d302e6b14ed4881ae299d4f9b7ea95f18226e301280c95d734dde","last_reissued_at":"2026-06-05T01:14:57.497827Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T01:14:57.497827Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.05636","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":"2026-06-05T01:14:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Pr8KyS1vjS2Pvpmak1Hlc686KjsnAjl1Ya9qrC4jKMmHyrI3hw/uc4ram8nvV4foVorOFszUfNQ3qfN9r71DAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-08T17:50:56.748079Z"},"content_sha256":"fede9dfb296a8550de8b6d46479aa007bb269f11107364e86088604b32a9c8ea","schema_version":"1.0","event_id":"sha256:fede9dfb296a8550de8b6d46479aa007bb269f11107364e86088604b32a9c8ea"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:FZ3MAHTLRUYC42YU5VEIDLRJTV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"StableRCA: Robust Graph-Agnostic Mechanism-Level Root Cause Analysis","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.LG","authors_text":"Juergen Luettin, Kehan Li, Lavdim Halilaj, Nicholas Tagliapietra, Xiaoyu Lin","submitted_at":"2026-06-04T03:02:23Z","abstract_excerpt":"Root-Cause Analysis (RCA) seeks to identify the variables responsible for abnormal system behavior in complex domains such as manufacturing, cloud computing, and healthcare. Existing approaches face a critical bottleneck: graph-based causal methods can identify intervention targets but typically require a known or accurately estimated causal graph, while graph-free statistical methods either localize marginal anomalies rather than structural causes, or rely on restrictive assumptions about graph structure or functional form. We propose StableRCA, a local mechanism-level RCA framework that avoi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05636","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/2606.05636/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":"2026-06-05T01:14:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"whmYh9DlfVSf+6+oLhVm80L4Iup2Y/yat5durblLJti4F4LxEk3YdcF1nxo2J9L9RCJ/GNLKgezY2R8He83uAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-08T17:50:56.748894Z"},"content_sha256":"797621b1036f6d0a51493343726606a4c25a4fd148be3b89058af8588dc317e7","schema_version":"1.0","event_id":"sha256:797621b1036f6d0a51493343726606a4c25a4fd148be3b89058af8588dc317e7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/bundle.json","state_url":"https://pith.science/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/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":"2026-06-08T17:50:56Z","links":{"resolver":"https://pith.science/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV","bundle":"https://pith.science/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/bundle.json","state":"https://pith.science/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FZ3MAHTLRUYC42YU5VEIDLRJTV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:FZ3MAHTLRUYC42YU5VEIDLRJTV","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":"7ce00e75c82822c9c27aec3b9fbcac6e4e4a2ff959d8a3c270f9d839880232f1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T03:02:23Z","title_canon_sha256":"d26f32944974193901cd8c19137cebc2e18f57f034d778c82c64799ca214bac1"},"schema_version":"1.0","source":{"id":"2606.05636","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05636","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05636v1","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05636","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_12","alias_value":"FZ3MAHTLRUYC","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_16","alias_value":"FZ3MAHTLRUYC42YU","created_at":"2026-06-05T01:14:57Z"},{"alias_kind":"pith_short_8","alias_value":"FZ3MAHTL","created_at":"2026-06-05T01:14:57Z"}],"graph_snapshots":[{"event_id":"sha256:797621b1036f6d0a51493343726606a4c25a4fd148be3b89058af8588dc317e7","target":"graph","created_at":"2026-06-05T01:14:57Z","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/2606.05636/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Root-Cause Analysis (RCA) seeks to identify the variables responsible for abnormal system behavior in complex domains such as manufacturing, cloud computing, and healthcare. Existing approaches face a critical bottleneck: graph-based causal methods can identify intervention targets but typically require a known or accurately estimated causal graph, while graph-free statistical methods either localize marginal anomalies rather than structural causes, or rely on restrictive assumptions about graph structure or functional form. We propose StableRCA, a local mechanism-level RCA framework that avoi","authors_text":"Juergen Luettin, Kehan Li, Lavdim Halilaj, Nicholas Tagliapietra, Xiaoyu Lin","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T03:02:23Z","title":"StableRCA: Robust Graph-Agnostic Mechanism-Level Root Cause Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05636","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:fede9dfb296a8550de8b6d46479aa007bb269f11107364e86088604b32a9c8ea","target":"record","created_at":"2026-06-05T01:14:57Z","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":"7ce00e75c82822c9c27aec3b9fbcac6e4e4a2ff959d8a3c270f9d839880232f1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T03:02:23Z","title_canon_sha256":"d26f32944974193901cd8c19137cebc2e18f57f034d778c82c64799ca214bac1"},"schema_version":"1.0","source":{"id":"2606.05636","kind":"arxiv","version":1}},"canonical_sha256":"2e76c01e6b8d302e6b14ed4881ae299d4f9b7ea95f18226e301280c95d734dde","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2e76c01e6b8d302e6b14ed4881ae299d4f9b7ea95f18226e301280c95d734dde","first_computed_at":"2026-06-05T01:14:57.497827Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:14:57.497827Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PckE94cDffETgOaQ40bVmW6dsgQJUi8jq1u+LKIMh96RPOPGTiho8P+/PBQQO6yRzZ8qX9y7annYyjXZH4OPCg==","signature_status":"signed_v1","signed_at":"2026-06-05T01:14:57.498351Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.05636","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fede9dfb296a8550de8b6d46479aa007bb269f11107364e86088604b32a9c8ea","sha256:797621b1036f6d0a51493343726606a4c25a4fd148be3b89058af8588dc317e7"],"state_sha256":"63e68f9630e351bbb7b5b15aa23eb12b46715fb136094e10bfbf618205b54ea9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UNP2+EEGfkfm6vErjxQCn97Baf31E752JBaCQ3H03BEnQ6aMhfXZupo64pOD2HTRKZo1hEt5voe7T1IpROnrCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-08T17:50:56.753183Z","bundle_sha256":"0342bc9df97fc2b361965825c449a4769a3f0b93b3ef78a8d9a8a79505e28b5a"}}