{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:LXEEULCR3O3PP3EIAFRC7EKBLN","short_pith_number":"pith:LXEEULCR","canonical_record":{"source":{"id":"2501.07992","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T10:35:54Z","cross_cats_sorted":["cs.ET","cs.MA","cs.SE"],"title_canon_sha256":"e257e7e74cae623d5215a0a8c87aa329f865c7d8f86a2739ac9b80389d4e4e63","abstract_canon_sha256":"9ccb2ae299b53fa53a82bbbc7762b7a6181cc04b7ce7fe7d3a00d71273db1608"},"schema_version":"1.0"},"canonical_sha256":"5dc84a2c51dbb6f7ec8801622f91415b63a1d9a55b01a113df5f86d34c822d08","source":{"kind":"arxiv","id":"2501.07992","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07992","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07992v1","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07992","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_12","alias_value":"LXEEULCR3O3P","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_16","alias_value":"LXEEULCR3O3PP3EI","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_8","alias_value":"LXEEULCR","created_at":"2026-07-05T10:00:53Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:LXEEULCR3O3PP3EIAFRC7EKBLN","target":"record","payload":{"canonical_record":{"source":{"id":"2501.07992","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T10:35:54Z","cross_cats_sorted":["cs.ET","cs.MA","cs.SE"],"title_canon_sha256":"e257e7e74cae623d5215a0a8c87aa329f865c7d8f86a2739ac9b80389d4e4e63","abstract_canon_sha256":"9ccb2ae299b53fa53a82bbbc7762b7a6181cc04b7ce7fe7d3a00d71273db1608"},"schema_version":"1.0"},"canonical_sha256":"5dc84a2c51dbb6f7ec8801622f91415b63a1d9a55b01a113df5f86d34c822d08","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:00:53.503750Z","signature_b64":"47t0wZaGksGjw8ZNYpw/Rl1fC7kBunOgBh1OmHlbQK66RyHEej4WIu7TATKDO8oLuBVQBw48SFXkL+ovW25RAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5dc84a2c51dbb6f7ec8801622f91415b63a1d9a55b01a113df5f86d34c822d08","last_reissued_at":"2026-07-05T10:00:53.503274Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:00:53.503274Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.07992","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":"2026-07-05T10:00:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yDGpZGwnaDl0G3kkuVM6oigxGSGYm25+5XdzlVZuHEJzXEGzgbHhMQc5A8jV9FnVVSbfSacUzGVmJWo8hJjfBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T18:46:23.883160Z"},"content_sha256":"34d7565f698fc8bdf70daa58eba15631eddacadadc6da2c6eb047615fb708be0","schema_version":"1.0","event_id":"sha256:34d7565f698fc8bdf70daa58eba15631eddacadadc6da2c6eb047615fb708be0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:LXEEULCR3O3PP3EIAFRC7EKBLN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.ET","cs.MA","cs.SE"],"primary_cat":"cs.AI","authors_text":"Ahmed R. Sadik, Muhammad Ashfaq, Muhammad Waseem, Niko M\\\"akitalo, Tommi Mikkonen","submitted_at":"2025-01-14T10:35:54Z","abstract_excerpt":"As modern system of systems (SoS) become increasingly adaptive and human centred, traditional architectures often struggle to support interoperability, reconfigurability, and effective human system interaction. This paper addresses these challenges by advancing the state of the art holonic architecture for SoS, offering two main contributions to support these adaptive needs. First, we propose a layered architecture for holons, which includes reasoning, communication, and capabilities layers. This design facilitates seamless interoperability among heterogeneous constituent systems by improving "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07992","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/2501.07992/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":"2026-07-05T10:00:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Rq0V23kez6V0fzXnoYd6axAGMjBdoSIjx2tTCa37KoDXWV6TA3LHgHDqkBaJtEXaUehRD99qd3HQX5H3p/keCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T18:46:23.883708Z"},"content_sha256":"8384c9197de11927e4a91471ec21b2f39bbe5ab4cb76f848c0c26579739dc1d2","schema_version":"1.0","event_id":"sha256:8384c9197de11927e4a91471ec21b2f39bbe5ab4cb76f848c0c26579739dc1d2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/bundle.json","state_url":"https://pith.science/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/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":"2026-08-12T18:46:23Z","links":{"resolver":"https://pith.science/pith/LXEEULCR3O3PP3EIAFRC7EKBLN","bundle":"https://pith.science/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/bundle.json","state":"https://pith.science/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LXEEULCR3O3PP3EIAFRC7EKBLN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:LXEEULCR3O3PP3EIAFRC7EKBLN","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":"9ccb2ae299b53fa53a82bbbc7762b7a6181cc04b7ce7fe7d3a00d71273db1608","cross_cats_sorted":["cs.ET","cs.MA","cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T10:35:54Z","title_canon_sha256":"e257e7e74cae623d5215a0a8c87aa329f865c7d8f86a2739ac9b80389d4e4e63"},"schema_version":"1.0","source":{"id":"2501.07992","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07992","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07992v1","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07992","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_12","alias_value":"LXEEULCR3O3P","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_16","alias_value":"LXEEULCR3O3PP3EI","created_at":"2026-07-05T10:00:53Z"},{"alias_kind":"pith_short_8","alias_value":"LXEEULCR","created_at":"2026-07-05T10:00:53Z"}],"graph_snapshots":[{"event_id":"sha256:8384c9197de11927e4a91471ec21b2f39bbe5ab4cb76f848c0c26579739dc1d2","target":"graph","created_at":"2026-07-05T10:00:53Z","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/2501.07992/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As modern system of systems (SoS) become increasingly adaptive and human centred, traditional architectures often struggle to support interoperability, reconfigurability, and effective human system interaction. This paper addresses these challenges by advancing the state of the art holonic architecture for SoS, offering two main contributions to support these adaptive needs. First, we propose a layered architecture for holons, which includes reasoning, communication, and capabilities layers. This design facilitates seamless interoperability among heterogeneous constituent systems by improving ","authors_text":"Ahmed R. Sadik, Muhammad Ashfaq, Muhammad Waseem, Niko M\\\"akitalo, Tommi Mikkonen","cross_cats":["cs.ET","cs.MA","cs.SE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T10:35:54Z","title":"LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07992","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":"sha256:34d7565f698fc8bdf70daa58eba15631eddacadadc6da2c6eb047615fb708be0","target":"record","created_at":"2026-07-05T10:00:53Z","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":"9ccb2ae299b53fa53a82bbbc7762b7a6181cc04b7ce7fe7d3a00d71273db1608","cross_cats_sorted":["cs.ET","cs.MA","cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T10:35:54Z","title_canon_sha256":"e257e7e74cae623d5215a0a8c87aa329f865c7d8f86a2739ac9b80389d4e4e63"},"schema_version":"1.0","source":{"id":"2501.07992","kind":"arxiv","version":1}},"canonical_sha256":"5dc84a2c51dbb6f7ec8801622f91415b63a1d9a55b01a113df5f86d34c822d08","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5dc84a2c51dbb6f7ec8801622f91415b63a1d9a55b01a113df5f86d34c822d08","first_computed_at":"2026-07-05T10:00:53.503274Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:00:53.503274Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"47t0wZaGksGjw8ZNYpw/Rl1fC7kBunOgBh1OmHlbQK66RyHEej4WIu7TATKDO8oLuBVQBw48SFXkL+ovW25RAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:00:53.503750Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.07992","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:34d7565f698fc8bdf70daa58eba15631eddacadadc6da2c6eb047615fb708be0","sha256:8384c9197de11927e4a91471ec21b2f39bbe5ab4cb76f848c0c26579739dc1d2"],"state_sha256":"c8cdd93a89fa452c5d86813317513ab03fa2917ef2fbe0582338240a98f18178"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nrIB0Ho+AvABYMZpKSlC45ZUpC0ihoGCE5ruYwBbkXLX0QBUsQSBYzAE12XSH9bl3Ys8arHUlE7xKqCrvWsPAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T18:46:23.887883Z","bundle_sha256":"d134a48a5410921f479a993e9b55c2faf8c004fde6f754f5aad1e40942903919"}}