{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:IF6LEGJ5B6EVWSBJDNWNQDYPON","short_pith_number":"pith:IF6LEGJ5","canonical_record":{"source":{"id":"2605.27559","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T18:26:15Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"70308ec60086ff326836bcee9d927de31b11bd05022e048a5c919e1727f708fa","abstract_canon_sha256":"6bf5b9ccb19f8956d8fd302b6a22e36f71c1d8d7aa95fb40ad168afd9876dfd6"},"schema_version":"1.0"},"canonical_sha256":"417cb2193d0f895b48291b6cd80f0f73410b23f83775b3afb0f01624e945fa7f","source":{"kind":"arxiv","id":"2605.27559","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.27559","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"arxiv_version","alias_value":"2605.27559v1","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.27559","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_12","alias_value":"IF6LEGJ5B6EV","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_16","alias_value":"IF6LEGJ5B6EVWSBJ","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_8","alias_value":"IF6LEGJ5","created_at":"2026-05-28T01:04:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:IF6LEGJ5B6EVWSBJDNWNQDYPON","target":"record","payload":{"canonical_record":{"source":{"id":"2605.27559","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T18:26:15Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"70308ec60086ff326836bcee9d927de31b11bd05022e048a5c919e1727f708fa","abstract_canon_sha256":"6bf5b9ccb19f8956d8fd302b6a22e36f71c1d8d7aa95fb40ad168afd9876dfd6"},"schema_version":"1.0"},"canonical_sha256":"417cb2193d0f895b48291b6cd80f0f73410b23f83775b3afb0f01624e945fa7f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-28T01:04:15.836273Z","signature_b64":"kcp9f8/WoY1NrhXCkyZq0aP0vChpGvlAZIR4K5liTeQ2bpeC95I+lPacTcpPmCjCcrTQBqKBt+hNfhyuweDcAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"417cb2193d0f895b48291b6cd80f0f73410b23f83775b3afb0f01624e945fa7f","last_reissued_at":"2026-05-28T01:04:15.835723Z","signature_status":"signed_v1","first_computed_at":"2026-05-28T01:04:15.835723Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.27559","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":"2026-05-28T01:04:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Syh1M1M3+tSCIUPBpe4A4lp4SR/JhpxjlVwS3p++u4zEUbteu5INxZ88XNPzq0RzcqXmqOX9DgWOYMkSbsGiDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T03:04:20.079375Z"},"content_sha256":"3ed03ea3ae3703b63436fd0ed7b4e1d80181f8a31f6839a66fb29f3d0d4c9906","schema_version":"1.0","event_id":"sha256:3ed03ea3ae3703b63436fd0ed7b4e1d80181f8a31f6839a66fb29f3d0d4c9906"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:IF6LEGJ5B6EVWSBJDNWNQDYPON","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"cs.MA","authors_text":"Kiran Ramanna, Prashanti Nilayam, Prashil Tumbade","submitted_at":"2026-05-26T18:26:15Z","abstract_excerpt":"Multi-stage LLM pipelines that perform multi-agent debate, intrinsic self-correction, or retrieval-augmented verification exhibit puzzling aggregate behaviors: accuracy plateaus and reversals across rounds, non-replication of debate gains on contemporary frontier models, intrinsic self-correction degradation, and qualitative cross-provider divergence in debate dynamics. Downstream agent response can be operationalized as two coupled decisions: detection (whether to treat upstream content as authoritative) and conditional generation (what to produce if not). This decomposition yields four obser"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.27559","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/2605.27559/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":"2026-05-28T01:04:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Fb4137ILEhra0IPXCy58kxl6yM1tpP+dL/r8tDeFoVyKgpiGjfaPUHZnhcSLIchea2xi1KWoYVBA1HYkR2Z0AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T03:04:20.079926Z"},"content_sha256":"8a067a968f4e3bb4fa08578bcb4d3201ad54695e972ba584ca5b72a578882503","schema_version":"1.0","event_id":"sha256:8a067a968f4e3bb4fa08578bcb4d3201ad54695e972ba584ca5b72a578882503"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/bundle.json","state_url":"https://pith.science/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/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":"2026-08-05T03:04:20Z","links":{"resolver":"https://pith.science/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON","bundle":"https://pith.science/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/bundle.json","state":"https://pith.science/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IF6LEGJ5B6EVWSBJDNWNQDYPON/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:IF6LEGJ5B6EVWSBJDNWNQDYPON","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":"6bf5b9ccb19f8956d8fd302b6a22e36f71c1d8d7aa95fb40ad168afd9876dfd6","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T18:26:15Z","title_canon_sha256":"70308ec60086ff326836bcee9d927de31b11bd05022e048a5c919e1727f708fa"},"schema_version":"1.0","source":{"id":"2605.27559","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.27559","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"arxiv_version","alias_value":"2605.27559v1","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.27559","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_12","alias_value":"IF6LEGJ5B6EV","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_16","alias_value":"IF6LEGJ5B6EVWSBJ","created_at":"2026-05-28T01:04:15Z"},{"alias_kind":"pith_short_8","alias_value":"IF6LEGJ5","created_at":"2026-05-28T01:04:15Z"}],"graph_snapshots":[{"event_id":"sha256:8a067a968f4e3bb4fa08578bcb4d3201ad54695e972ba584ca5b72a578882503","target":"graph","created_at":"2026-05-28T01:04:15Z","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/2605.27559/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-stage LLM pipelines that perform multi-agent debate, intrinsic self-correction, or retrieval-augmented verification exhibit puzzling aggregate behaviors: accuracy plateaus and reversals across rounds, non-replication of debate gains on contemporary frontier models, intrinsic self-correction degradation, and qualitative cross-provider divergence in debate dynamics. Downstream agent response can be operationalized as two coupled decisions: detection (whether to treat upstream content as authoritative) and conditional generation (what to produce if not). This decomposition yields four obser","authors_text":"Kiran Ramanna, Prashanti Nilayam, Prashil Tumbade","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T18:26:15Z","title":"Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.27559","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":"sha256:3ed03ea3ae3703b63436fd0ed7b4e1d80181f8a31f6839a66fb29f3d0d4c9906","target":"record","created_at":"2026-05-28T01:04:15Z","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":"6bf5b9ccb19f8956d8fd302b6a22e36f71c1d8d7aa95fb40ad168afd9876dfd6","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T18:26:15Z","title_canon_sha256":"70308ec60086ff326836bcee9d927de31b11bd05022e048a5c919e1727f708fa"},"schema_version":"1.0","source":{"id":"2605.27559","kind":"arxiv","version":1}},"canonical_sha256":"417cb2193d0f895b48291b6cd80f0f73410b23f83775b3afb0f01624e945fa7f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"417cb2193d0f895b48291b6cd80f0f73410b23f83775b3afb0f01624e945fa7f","first_computed_at":"2026-05-28T01:04:15.835723Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-28T01:04:15.835723Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kcp9f8/WoY1NrhXCkyZq0aP0vChpGvlAZIR4K5liTeQ2bpeC95I+lPacTcpPmCjCcrTQBqKBt+hNfhyuweDcAA==","signature_status":"signed_v1","signed_at":"2026-05-28T01:04:15.836273Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.27559","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3ed03ea3ae3703b63436fd0ed7b4e1d80181f8a31f6839a66fb29f3d0d4c9906","sha256:8a067a968f4e3bb4fa08578bcb4d3201ad54695e972ba584ca5b72a578882503"],"state_sha256":"e9ed265f728b1b7c617b1510bec798f716c07203cbc483ba316ba52ba1add983"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5G8FbUEVzyjFqMup70XBIPB9Byfwv8Zok3DluQDLAO8hsCGha2hnGn0JXxofIDwhS761VX/2x1zOGd8t2/fPBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T03:04:20.083272Z","bundle_sha256":"352a66b067224a4027109dc41cd5569b9d450b7f73acc24513ac4d574cc0bf38"}}