{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:ZTP45ELK3BBKJZTNJWD235SRVE","short_pith_number":"pith:ZTP45ELK","canonical_record":{"source":{"id":"2502.06302","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-10T09:46:33Z","cross_cats_sorted":[],"title_canon_sha256":"96219cc9446f11bf99b3184075965ed32f71d24c180edcfaad71fbaac046f5d6","abstract_canon_sha256":"5fc28f9427887f5ae48e2bec5092cb24d46a637009364503a35a11b91a355dc5"},"schema_version":"1.0"},"canonical_sha256":"ccdfce916ad842a4e66d4d87adf651a9192ad3094ceca631cc82c5f3eee373ef","source":{"kind":"arxiv","id":"2502.06302","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.06302","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"arxiv_version","alias_value":"2502.06302v2","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.06302","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_12","alias_value":"ZTP45ELK3BBK","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_16","alias_value":"ZTP45ELK3BBKJZTN","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_8","alias_value":"ZTP45ELK","created_at":"2026-07-05T10:39:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:ZTP45ELK3BBKJZTNJWD235SRVE","target":"record","payload":{"canonical_record":{"source":{"id":"2502.06302","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-10T09:46:33Z","cross_cats_sorted":[],"title_canon_sha256":"96219cc9446f11bf99b3184075965ed32f71d24c180edcfaad71fbaac046f5d6","abstract_canon_sha256":"5fc28f9427887f5ae48e2bec5092cb24d46a637009364503a35a11b91a355dc5"},"schema_version":"1.0"},"canonical_sha256":"ccdfce916ad842a4e66d4d87adf651a9192ad3094ceca631cc82c5f3eee373ef","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:39:26.006774Z","signature_b64":"f+zmTuhw9YWHhAD8WInITeL5lTnH7m5KszdgnpbXphh4pRhYDc6KuqhUUOLJfWL4NDwyPnm+y8B1DRyVmXsRDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ccdfce916ad842a4e66d4d87adf651a9192ad3094ceca631cc82c5f3eee373ef","last_reissued_at":"2026-07-05T10:39:26.006282Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:39:26.006282Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.06302","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:39:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WwcJ6AHR+fcECq+VHAigrsAvnX2/rZQq7hLeBexDcoywnux2f9RzvpwSNTOa0bgKWM8nmB5TziYYz46ILM1BCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T08:55:39.274326Z"},"content_sha256":"2772296bc4e0982cf7dc3a13376fc1431bad9528f3e685e564b05ed3bd089a2c","schema_version":"1.0","event_id":"sha256:2772296bc4e0982cf7dc3a13376fc1431bad9528f3e685e564b05ed3bd089a2c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:ZTP45ELK3BBKJZTNJWD235SRVE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Latent Convergence Modulation in Large Language Models: A Novel Approach to Iterative Contextual Realignment","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Godfrey Allerton, Gregory Chatten, Huxley Ainsworth, Patricia Porretta, Simon Hollingsworth, Sylvester Pakenham, Vance Periwinkle","submitted_at":"2025-02-10T09:46:33Z","abstract_excerpt":"Token prediction stability remains a challenge in autoregressive generative models, where minor variations in early inference steps often lead to significant semantic drift over extended sequences. A structured modulation mechanism was introduced to regulate hidden state transitions, ensuring that latent representation trajectories remain aligned with prior contextual dependencies while preserving generative flexibility. The modulation framework was designed to function within transformer-based architectures, dynamically constraining representation evolution without imposing external memory de"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.06302","kind":"arxiv","version":2},"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/2502.06302/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":"2026-07-05T10:39:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hVmqvK+DTEQnl5Yn5yL8qN/35DFyBt53VZ6ebCqbkoe84DcspKn4hp3hWvgTikUAR5Aj9YQVlbqMSX5o95j8AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T08:55:39.274950Z"},"content_sha256":"ad53852a639b8011e95fd569650bac85adab12a4ed8e9819061d2b50883c0ff8","schema_version":"1.0","event_id":"sha256:ad53852a639b8011e95fd569650bac85adab12a4ed8e9819061d2b50883c0ff8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZTP45ELK3BBKJZTNJWD235SRVE/bundle.json","state_url":"https://pith.science/pith/ZTP45ELK3BBKJZTNJWD235SRVE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZTP45ELK3BBKJZTNJWD235SRVE/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":"2026-08-20T08:55:39Z","links":{"resolver":"https://pith.science/pith/ZTP45ELK3BBKJZTNJWD235SRVE","bundle":"https://pith.science/pith/ZTP45ELK3BBKJZTNJWD235SRVE/bundle.json","state":"https://pith.science/pith/ZTP45ELK3BBKJZTNJWD235SRVE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZTP45ELK3BBKJZTNJWD235SRVE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZTP45ELK3BBKJZTNJWD235SRVE","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":"5fc28f9427887f5ae48e2bec5092cb24d46a637009364503a35a11b91a355dc5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-10T09:46:33Z","title_canon_sha256":"96219cc9446f11bf99b3184075965ed32f71d24c180edcfaad71fbaac046f5d6"},"schema_version":"1.0","source":{"id":"2502.06302","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.06302","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"arxiv_version","alias_value":"2502.06302v2","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.06302","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_12","alias_value":"ZTP45ELK3BBK","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_16","alias_value":"ZTP45ELK3BBKJZTN","created_at":"2026-07-05T10:39:26Z"},{"alias_kind":"pith_short_8","alias_value":"ZTP45ELK","created_at":"2026-07-05T10:39:26Z"}],"graph_snapshots":[{"event_id":"sha256:ad53852a639b8011e95fd569650bac85adab12a4ed8e9819061d2b50883c0ff8","target":"graph","created_at":"2026-07-05T10:39:26Z","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/2502.06302/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Token prediction stability remains a challenge in autoregressive generative models, where minor variations in early inference steps often lead to significant semantic drift over extended sequences. A structured modulation mechanism was introduced to regulate hidden state transitions, ensuring that latent representation trajectories remain aligned with prior contextual dependencies while preserving generative flexibility. The modulation framework was designed to function within transformer-based architectures, dynamically constraining representation evolution without imposing external memory de","authors_text":"Godfrey Allerton, Gregory Chatten, Huxley Ainsworth, Patricia Porretta, Simon Hollingsworth, Sylvester Pakenham, Vance Periwinkle","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-10T09:46:33Z","title":"Latent Convergence Modulation in Large Language Models: A Novel Approach to Iterative Contextual Realignment"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.06302","kind":"arxiv","version":2},"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":"sha256:2772296bc4e0982cf7dc3a13376fc1431bad9528f3e685e564b05ed3bd089a2c","target":"record","created_at":"2026-07-05T10:39:26Z","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":"5fc28f9427887f5ae48e2bec5092cb24d46a637009364503a35a11b91a355dc5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-10T09:46:33Z","title_canon_sha256":"96219cc9446f11bf99b3184075965ed32f71d24c180edcfaad71fbaac046f5d6"},"schema_version":"1.0","source":{"id":"2502.06302","kind":"arxiv","version":2}},"canonical_sha256":"ccdfce916ad842a4e66d4d87adf651a9192ad3094ceca631cc82c5f3eee373ef","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ccdfce916ad842a4e66d4d87adf651a9192ad3094ceca631cc82c5f3eee373ef","first_computed_at":"2026-07-05T10:39:26.006282Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:39:26.006282Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"f+zmTuhw9YWHhAD8WInITeL5lTnH7m5KszdgnpbXphh4pRhYDc6KuqhUUOLJfWL4NDwyPnm+y8B1DRyVmXsRDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:39:26.006774Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.06302","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2772296bc4e0982cf7dc3a13376fc1431bad9528f3e685e564b05ed3bd089a2c","sha256:ad53852a639b8011e95fd569650bac85adab12a4ed8e9819061d2b50883c0ff8"],"state_sha256":"88112be4c91b3eefaab8c69de7df89098d219185c6871397a432fb35c7b95c8a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qF65EiRBJ6MVZEf8hLE4r3Sg0HsR5xSO5w7yvAw6Izet2w6IO2NgnkcQ2CI2cntiDDpz+bUleN6CbrmoW9lJDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T08:55:39.280185Z","bundle_sha256":"b5d06632559a3d790413f8cf43074ad674b7341512723fdf3a17f76ffa952735"}}