{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:NFLWXSGU5XGSEIF4YOVZMEX5GV","short_pith_number":"pith:NFLWXSGU","canonical_record":{"source":{"id":"2606.27409","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2026-06-25T10:52:54Z","cross_cats_sorted":["cs.CL","cs.LG","cs.SY","eess.SY"],"title_canon_sha256":"331116093d5db1a418d98fe625de246de3d5ff8c8486223f1eeb10fd787a965c","abstract_canon_sha256":"e3314d19ce8771d713977b4b4cbdfd4fecfba267dd9950135aeb73c32ba0d690"},"schema_version":"1.0"},"canonical_sha256":"69576bc8d4edcd2220bcc3ab9612fd35572edd4eae27c3ff19aedb4c28793d87","source":{"kind":"arxiv","id":"2606.27409","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.27409","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"arxiv_version","alias_value":"2606.27409v1","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.27409","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_12","alias_value":"NFLWXSGU5XGS","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_16","alias_value":"NFLWXSGU5XGSEIF4","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_8","alias_value":"NFLWXSGU","created_at":"2026-06-29T00:14:05Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:NFLWXSGU5XGSEIF4YOVZMEX5GV","target":"record","payload":{"canonical_record":{"source":{"id":"2606.27409","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2026-06-25T10:52:54Z","cross_cats_sorted":["cs.CL","cs.LG","cs.SY","eess.SY"],"title_canon_sha256":"331116093d5db1a418d98fe625de246de3d5ff8c8486223f1eeb10fd787a965c","abstract_canon_sha256":"e3314d19ce8771d713977b4b4cbdfd4fecfba267dd9950135aeb73c32ba0d690"},"schema_version":"1.0"},"canonical_sha256":"69576bc8d4edcd2220bcc3ab9612fd35572edd4eae27c3ff19aedb4c28793d87","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-29T00:14:05.049832Z","signature_b64":"MjlzJNps2HN+afqurDji8H+cdz7Gxkem1cGNljeOGpYFlQMg/IFbasy+bUxjzg7cY81eBiWf5oJxC8A9tVBmAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"69576bc8d4edcd2220bcc3ab9612fd35572edd4eae27c3ff19aedb4c28793d87","last_reissued_at":"2026-06-29T00:14:05.049236Z","signature_status":"signed_v1","first_computed_at":"2026-06-29T00:14:05.049236Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.27409","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":"2026-06-29T00:14:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9F1ahyqusyLf2AhgMWQjUVO4fksdd7JEDha9mwhFi1Dw/qx5zSv4VjU7twC2Vu+N1r5ZCwCJUT+Trdv7VwXZAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-29T15:17:49.489968Z"},"content_sha256":"f97432eb36ad23f7de5b6143e1f7d984185f986cfcf50670de8b02e66190b1bc","schema_version":"1.0","event_id":"sha256:f97432eb36ad23f7de5b6143e1f7d984185f986cfcf50670de8b02e66190b1bc"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:NFLWXSGU5XGSEIF4YOVZMEX5GV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.LG","cs.SY","eess.SY"],"primary_cat":"cs.MA","authors_text":"Igor Itkin","submitted_at":"2026-06-25T10:52:54Z","abstract_excerpt":"Multi-agent large language model (LLM) systems often rely on verifier and critic agents to suppress hallucinations, but verification is delayed. During this delay, false claims can propagate through the agent network. We model this process as delayed consensus on a graph with grounded corrector nodes. Spectral decomposition by the grounded Laplacian yields a closed-form stability threshold for the verification dose: correction that is too strong or too delayed can turn consensus into oscillation. The most unstable regime occurs when the communication and verification delays coincide; for delay"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.27409","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/2606.27409/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":"2026-06-29T00:14:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"renZb8VwkYqEqC93zrSimN4vvBYOCnmMry913OVIf4UI7lEoMJwypgIELLqJeTOAaSV6WZZErS4xAhDPjm4JDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-29T15:17:49.490355Z"},"content_sha256":"08c075937865d1e4c838b12c53d78dc27fdd296923ad7b2dc780f04d142f755a","schema_version":"1.0","event_id":"sha256:08c075937865d1e4c838b12c53d78dc27fdd296923ad7b2dc780f04d142f755a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/bundle.json","state_url":"https://pith.science/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/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":"2026-06-29T15:17:49Z","links":{"resolver":"https://pith.science/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV","bundle":"https://pith.science/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/bundle.json","state":"https://pith.science/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NFLWXSGU5XGSEIF4YOVZMEX5GV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:NFLWXSGU5XGSEIF4YOVZMEX5GV","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":"e3314d19ce8771d713977b4b4cbdfd4fecfba267dd9950135aeb73c32ba0d690","cross_cats_sorted":["cs.CL","cs.LG","cs.SY","eess.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2026-06-25T10:52:54Z","title_canon_sha256":"331116093d5db1a418d98fe625de246de3d5ff8c8486223f1eeb10fd787a965c"},"schema_version":"1.0","source":{"id":"2606.27409","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.27409","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"arxiv_version","alias_value":"2606.27409v1","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.27409","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_12","alias_value":"NFLWXSGU5XGS","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_16","alias_value":"NFLWXSGU5XGSEIF4","created_at":"2026-06-29T00:14:05Z"},{"alias_kind":"pith_short_8","alias_value":"NFLWXSGU","created_at":"2026-06-29T00:14:05Z"}],"graph_snapshots":[{"event_id":"sha256:08c075937865d1e4c838b12c53d78dc27fdd296923ad7b2dc780f04d142f755a","target":"graph","created_at":"2026-06-29T00:14:05Z","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/2606.27409/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-agent large language model (LLM) systems often rely on verifier and critic agents to suppress hallucinations, but verification is delayed. During this delay, false claims can propagate through the agent network. We model this process as delayed consensus on a graph with grounded corrector nodes. Spectral decomposition by the grounded Laplacian yields a closed-form stability threshold for the verification dose: correction that is too strong or too delayed can turn consensus into oscillation. The most unstable regime occurs when the communication and verification delays coincide; for delay","authors_text":"Igor Itkin","cross_cats":["cs.CL","cs.LG","cs.SY","eess.SY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2026-06-25T10:52:54Z","title":"Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.27409","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:f97432eb36ad23f7de5b6143e1f7d984185f986cfcf50670de8b02e66190b1bc","target":"record","created_at":"2026-06-29T00:14:05Z","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":"e3314d19ce8771d713977b4b4cbdfd4fecfba267dd9950135aeb73c32ba0d690","cross_cats_sorted":["cs.CL","cs.LG","cs.SY","eess.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2026-06-25T10:52:54Z","title_canon_sha256":"331116093d5db1a418d98fe625de246de3d5ff8c8486223f1eeb10fd787a965c"},"schema_version":"1.0","source":{"id":"2606.27409","kind":"arxiv","version":1}},"canonical_sha256":"69576bc8d4edcd2220bcc3ab9612fd35572edd4eae27c3ff19aedb4c28793d87","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"69576bc8d4edcd2220bcc3ab9612fd35572edd4eae27c3ff19aedb4c28793d87","first_computed_at":"2026-06-29T00:14:05.049236Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-29T00:14:05.049236Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MjlzJNps2HN+afqurDji8H+cdz7Gxkem1cGNljeOGpYFlQMg/IFbasy+bUxjzg7cY81eBiWf5oJxC8A9tVBmAg==","signature_status":"signed_v1","signed_at":"2026-06-29T00:14:05.049832Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.27409","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f97432eb36ad23f7de5b6143e1f7d984185f986cfcf50670de8b02e66190b1bc","sha256:08c075937865d1e4c838b12c53d78dc27fdd296923ad7b2dc780f04d142f755a"],"state_sha256":"607711a082c74ac484add9da99dbe75b1d864d3d21d07220afe43596ad9dd627"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wiX+HfLca36+AeXN5VlSG2wW/j8XedbCSK9KOWH4aXX+y9gz9Ot1GowQ4sgZEbP1TYyF2gUZPdPcpsSpu38yBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-29T15:17:49.492296Z","bundle_sha256":"0cedbe30db5f666ff5c75c49230726b238e8b72942805ce74695d7c40c566847"}}