{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:JAFCXIAMPR53J534NBOXFJVIAH","short_pith_number":"pith:JAFCXIAM","canonical_record":{"source":{"id":"2511.17673","kind":"arxiv","version":6},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-21T05:19:34Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"de2e5b0b87a66fbc3c55e06127ce4ec7ab10678b9b5901b16042e6203acaa9ec","abstract_canon_sha256":"d5d68c31c7faae6efbd5ffc4102fb6e521e10eb4a9735370503dd3a5284d2e85"},"schema_version":"1.0"},"canonical_sha256":"480a2ba00c7c7bb4f77c685d72a6a801f8ba8a889dc16945fac15542f0d9015a","source":{"kind":"arxiv","id":"2511.17673","version":6},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.17673","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"arxiv_version","alias_value":"2511.17673v6","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.17673","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_12","alias_value":"JAFCXIAMPR53","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_16","alias_value":"JAFCXIAMPR53J534","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_8","alias_value":"JAFCXIAM","created_at":"2026-07-02T01:17:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:JAFCXIAMPR53J534NBOXFJVIAH","target":"record","payload":{"canonical_record":{"source":{"id":"2511.17673","kind":"arxiv","version":6},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-21T05:19:34Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"de2e5b0b87a66fbc3c55e06127ce4ec7ab10678b9b5901b16042e6203acaa9ec","abstract_canon_sha256":"d5d68c31c7faae6efbd5ffc4102fb6e521e10eb4a9735370503dd3a5284d2e85"},"schema_version":"1.0"},"canonical_sha256":"480a2ba00c7c7bb4f77c685d72a6a801f8ba8a889dc16945fac15542f0d9015a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-02T01:17:25.611905Z","signature_b64":"36ZuCvtaq/yswgAg0z7AHtyis7S4V9q0xisqnsf3Bh1GPLYXnpTqB55mvf2D6cCVuXM0AlSzeVtpoU24xDiKBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"480a2ba00c7c7bb4f77c685d72a6a801f8ba8a889dc16945fac15542f0d9015a","last_reissued_at":"2026-07-02T01:17:25.611403Z","signature_status":"signed_v1","first_computed_at":"2026-07-02T01:17:25.611403Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2511.17673","source_version":6,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-02T01:17:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ma02vTUl7e+kcRiVrOrR/bc9H/Rx8cLLq96fBE/yfHIJX/b9ea9WXH88EnyuJVPhsH9afzLGdyUYSMByD8F3CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T11:46:50.799927Z"},"content_sha256":"f158da36e89db00fad77960bf79fcc436f1a9bac46e84a82b6cdb892adf5ae11","schema_version":"1.0","event_id":"sha256:f158da36e89db00fad77960bf79fcc436f1a9bac46e84a82b6cdb892adf5ae11"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:JAFCXIAMPR53J534NBOXFJVIAH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Bridging Symbolic Control and Neural Reasoning in LLM Agents -- The Structured Cognitive Loop","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Myung Ho Kim","submitted_at":"2025-11-21T05:19:34Z","abstract_excerpt":"Large language model agents suffer from architectural fragilities such as entangled reasoning and execution, memory volatility, and uncontrolled action sequences. We introduce Structured Cognitive Loop (SCL), a modular agent architecture that separates cognition into Retrieval, Cognition, Control, Action, and Memory (R-CCAM). SCL introduces Regulation as a dedicated governance layer through which Soft Symbolic Control applies symbolic constraints to probabilistic inference, while Control remains a distinct deterministic runtime engine for duplicate-call prevention, error limits, and terminatio"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.17673","kind":"arxiv","version":6},"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/2511.17673/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":"2026-07-02T01:17:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hG4TNrmupD/Q/vBCYh7QiCt3NhpXrn915ui/qu3lGyK3PW7MMW0roqczOLCD6NmdnC8pYaaZk7COlJ0Mr2iuAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T11:46:50.800802Z"},"content_sha256":"176a622c87832f6b004bad483ae30ce881662f21e51398fa2bcaf160db1e390b","schema_version":"1.0","event_id":"sha256:176a622c87832f6b004bad483ae30ce881662f21e51398fa2bcaf160db1e390b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/JAFCXIAMPR53J534NBOXFJVIAH/bundle.json","state_url":"https://pith.science/pith/JAFCXIAMPR53J534NBOXFJVIAH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/JAFCXIAMPR53J534NBOXFJVIAH/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":"2026-08-04T11:46:50Z","links":{"resolver":"https://pith.science/pith/JAFCXIAMPR53J534NBOXFJVIAH","bundle":"https://pith.science/pith/JAFCXIAMPR53J534NBOXFJVIAH/bundle.json","state":"https://pith.science/pith/JAFCXIAMPR53J534NBOXFJVIAH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/JAFCXIAMPR53J534NBOXFJVIAH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:JAFCXIAMPR53J534NBOXFJVIAH","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":"d5d68c31c7faae6efbd5ffc4102fb6e521e10eb4a9735370503dd3a5284d2e85","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-21T05:19:34Z","title_canon_sha256":"de2e5b0b87a66fbc3c55e06127ce4ec7ab10678b9b5901b16042e6203acaa9ec"},"schema_version":"1.0","source":{"id":"2511.17673","kind":"arxiv","version":6}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2511.17673","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"arxiv_version","alias_value":"2511.17673v6","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2511.17673","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_12","alias_value":"JAFCXIAMPR53","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_16","alias_value":"JAFCXIAMPR53J534","created_at":"2026-07-02T01:17:25Z"},{"alias_kind":"pith_short_8","alias_value":"JAFCXIAM","created_at":"2026-07-02T01:17:25Z"}],"graph_snapshots":[{"event_id":"sha256:176a622c87832f6b004bad483ae30ce881662f21e51398fa2bcaf160db1e390b","target":"graph","created_at":"2026-07-02T01:17:25Z","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/2511.17673/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language model agents suffer from architectural fragilities such as entangled reasoning and execution, memory volatility, and uncontrolled action sequences. We introduce Structured Cognitive Loop (SCL), a modular agent architecture that separates cognition into Retrieval, Cognition, Control, Action, and Memory (R-CCAM). SCL introduces Regulation as a dedicated governance layer through which Soft Symbolic Control applies symbolic constraints to probabilistic inference, while Control remains a distinct deterministic runtime engine for duplicate-call prevention, error limits, and terminatio","authors_text":"Myung Ho Kim","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-21T05:19:34Z","title":"Bridging Symbolic Control and Neural Reasoning in LLM Agents -- The Structured Cognitive Loop"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2511.17673","kind":"arxiv","version":6},"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:f158da36e89db00fad77960bf79fcc436f1a9bac46e84a82b6cdb892adf5ae11","target":"record","created_at":"2026-07-02T01:17:25Z","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":"d5d68c31c7faae6efbd5ffc4102fb6e521e10eb4a9735370503dd3a5284d2e85","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-11-21T05:19:34Z","title_canon_sha256":"de2e5b0b87a66fbc3c55e06127ce4ec7ab10678b9b5901b16042e6203acaa9ec"},"schema_version":"1.0","source":{"id":"2511.17673","kind":"arxiv","version":6}},"canonical_sha256":"480a2ba00c7c7bb4f77c685d72a6a801f8ba8a889dc16945fac15542f0d9015a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"480a2ba00c7c7bb4f77c685d72a6a801f8ba8a889dc16945fac15542f0d9015a","first_computed_at":"2026-07-02T01:17:25.611403Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-02T01:17:25.611403Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"36ZuCvtaq/yswgAg0z7AHtyis7S4V9q0xisqnsf3Bh1GPLYXnpTqB55mvf2D6cCVuXM0AlSzeVtpoU24xDiKBw==","signature_status":"signed_v1","signed_at":"2026-07-02T01:17:25.611905Z","signed_message":"canonical_sha256_bytes"},"source_id":"2511.17673","source_kind":"arxiv","source_version":6}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f158da36e89db00fad77960bf79fcc436f1a9bac46e84a82b6cdb892adf5ae11","sha256:176a622c87832f6b004bad483ae30ce881662f21e51398fa2bcaf160db1e390b"],"state_sha256":"6e61fa83f215881df0142afb57593ffedb6ea08e108609f160007b77b03f90ce"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eMdKURqbvsu3pDq6s3d3I8tifB/fPD0IOFrlq/i78Ex5AlwlqBHOVTqFYgLceiMYAeA+Ru/NZsyV3ZFl0nOMBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T11:46:50.874454Z","bundle_sha256":"6af8bb18f52410c077a8eb5d48ebe0d6b2df55730d8ce1dd4622e66c4345fdea"}}