{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:IGB3NSXN6R3WH6CRO4OQETTW4R","short_pith_number":"pith:IGB3NSXN","canonical_record":{"source":{"id":"2406.08996","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-13T10:54:03Z","cross_cats_sorted":[],"title_canon_sha256":"48b8b8745f8bcf2ca4bc13e48e1043f4986399f5668b831a38d23441d109e728","abstract_canon_sha256":"93db421f7ef6b8c49688c41416b72e79eb1695e62f5c038c3792d0ea49aa620f"},"schema_version":"1.0"},"canonical_sha256":"4183b6caedf47763f851771d024e76e46110d9af43c7d086735aa7dfcdb33a89","source":{"kind":"arxiv","id":"2406.08996","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.08996","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"arxiv_version","alias_value":"2406.08996v1","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.08996","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_12","alias_value":"IGB3NSXN6R3W","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_16","alias_value":"IGB3NSXN6R3WH6CR","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_8","alias_value":"IGB3NSXN","created_at":"2026-07-05T08:31:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:IGB3NSXN6R3WH6CRO4OQETTW4R","target":"record","payload":{"canonical_record":{"source":{"id":"2406.08996","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-13T10:54:03Z","cross_cats_sorted":[],"title_canon_sha256":"48b8b8745f8bcf2ca4bc13e48e1043f4986399f5668b831a38d23441d109e728","abstract_canon_sha256":"93db421f7ef6b8c49688c41416b72e79eb1695e62f5c038c3792d0ea49aa620f"},"schema_version":"1.0"},"canonical_sha256":"4183b6caedf47763f851771d024e76e46110d9af43c7d086735aa7dfcdb33a89","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:31:26.901385Z","signature_b64":"8BP1LHvVTcipLc8DiM0UPYhnyqgPwU/g9EQpvO1n9GEnXI8CQ6g4LhZ+iw6zCnFMELCyx2L3DwylAYYLhFMkDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4183b6caedf47763f851771d024e76e46110d9af43c7d086735aa7dfcdb33a89","last_reissued_at":"2026-07-05T08:31:26.900961Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:31:26.900961Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.08996","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":"2026-07-05T08:31:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/4Frskmx9FLyOb0JilS0BUNlRsS6Q96GhtzifMyVZmzDZQLc2KiGAMTKk+S8vl0l5aeaeNQ0lk8ZHeNTHaoUDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T04:38:59.902192Z"},"content_sha256":"b637bc7ce65c7099b5741e603bffdfa447cbb51f50f036012f8e135e5716f742","schema_version":"1.0","event_id":"sha256:b637bc7ce65c7099b5741e603bffdfa447cbb51f50f036012f8e135e5716f742"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:IGB3NSXN6R3WH6CRO4OQETTW4R","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Introducing Brain-like Concepts to Embodied Hand-crafted Dialog Management System","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Antonello Ceravola, Cristian Sandu, Frank Joublin","submitted_at":"2024-06-13T10:54:03Z","abstract_excerpt":"Along with the development of chatbot, language models and speech technologies, there is a growing possibility and interest of creating systems able to interface with humans seamlessly through natural language or directly via speech. In this paper, we want to demonstrate that placing the research on dialog system in the broader context of embodied intelligence allows to introduce concepts taken from neurobiology and neuropsychology to define behavior architecture that reconcile hand-crafted design and artificial neural network and open the gate to future new learning approaches like imitation "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.08996","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/2406.08996/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":"2026-07-05T08:31:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/7otZeagmgCq5Os2YawbBeWoC+FXp/i10l1R5Nk6tx6+Ame71Hs/Gztsjm+jwaTZ6/jVGudq//hUuIljT3mrDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T04:38:59.902700Z"},"content_sha256":"723d0e08d0f9e53274a49b20a316668d5ec9423186d35d4ac3f25d0128b61ff4","schema_version":"1.0","event_id":"sha256:723d0e08d0f9e53274a49b20a316668d5ec9423186d35d4ac3f25d0128b61ff4"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/bundle.json","state_url":"https://pith.science/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/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":"2026-08-22T04:38:59Z","links":{"resolver":"https://pith.science/pith/IGB3NSXN6R3WH6CRO4OQETTW4R","bundle":"https://pith.science/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/bundle.json","state":"https://pith.science/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IGB3NSXN6R3WH6CRO4OQETTW4R/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:IGB3NSXN6R3WH6CRO4OQETTW4R","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":"93db421f7ef6b8c49688c41416b72e79eb1695e62f5c038c3792d0ea49aa620f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-13T10:54:03Z","title_canon_sha256":"48b8b8745f8bcf2ca4bc13e48e1043f4986399f5668b831a38d23441d109e728"},"schema_version":"1.0","source":{"id":"2406.08996","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.08996","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"arxiv_version","alias_value":"2406.08996v1","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.08996","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_12","alias_value":"IGB3NSXN6R3W","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_16","alias_value":"IGB3NSXN6R3WH6CR","created_at":"2026-07-05T08:31:26Z"},{"alias_kind":"pith_short_8","alias_value":"IGB3NSXN","created_at":"2026-07-05T08:31:26Z"}],"graph_snapshots":[{"event_id":"sha256:723d0e08d0f9e53274a49b20a316668d5ec9423186d35d4ac3f25d0128b61ff4","target":"graph","created_at":"2026-07-05T08:31:26Z","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/2406.08996/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Along with the development of chatbot, language models and speech technologies, there is a growing possibility and interest of creating systems able to interface with humans seamlessly through natural language or directly via speech. In this paper, we want to demonstrate that placing the research on dialog system in the broader context of embodied intelligence allows to introduce concepts taken from neurobiology and neuropsychology to define behavior architecture that reconcile hand-crafted design and artificial neural network and open the gate to future new learning approaches like imitation ","authors_text":"Antonello Ceravola, Cristian Sandu, Frank Joublin","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-13T10:54:03Z","title":"Introducing Brain-like Concepts to Embodied Hand-crafted Dialog Management System"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.08996","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:b637bc7ce65c7099b5741e603bffdfa447cbb51f50f036012f8e135e5716f742","target":"record","created_at":"2026-07-05T08:31:26Z","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":"93db421f7ef6b8c49688c41416b72e79eb1695e62f5c038c3792d0ea49aa620f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-13T10:54:03Z","title_canon_sha256":"48b8b8745f8bcf2ca4bc13e48e1043f4986399f5668b831a38d23441d109e728"},"schema_version":"1.0","source":{"id":"2406.08996","kind":"arxiv","version":1}},"canonical_sha256":"4183b6caedf47763f851771d024e76e46110d9af43c7d086735aa7dfcdb33a89","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4183b6caedf47763f851771d024e76e46110d9af43c7d086735aa7dfcdb33a89","first_computed_at":"2026-07-05T08:31:26.900961Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:31:26.900961Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8BP1LHvVTcipLc8DiM0UPYhnyqgPwU/g9EQpvO1n9GEnXI8CQ6g4LhZ+iw6zCnFMELCyx2L3DwylAYYLhFMkDg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:31:26.901385Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.08996","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b637bc7ce65c7099b5741e603bffdfa447cbb51f50f036012f8e135e5716f742","sha256:723d0e08d0f9e53274a49b20a316668d5ec9423186d35d4ac3f25d0128b61ff4"],"state_sha256":"b1ef32104db5169d0ca3f894ad2b7482e278d4648db63e2f16be3cc0703119ae"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7Y9T3nF5W4YrJ4VoxBN096bsILFQxzitkshz8ecynNHYsGDilznFLya4Bj/fULYPglhksLe/bJd6eHKz01AfBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T04:38:59.906624Z","bundle_sha256":"94fd0d8682bd4550bebd6fa4d9e16147e854b1f3f0b5c780e7df5dafe1597456"}}