{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:OCEN6SIPNUUUL33PUMP3UPXWAJ","short_pith_number":"pith:OCEN6SIP","canonical_record":{"source":{"id":"2501.06189","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-11T22:04:27Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"a77b357c4977d5fb16294049310acde9fb7a167bda5dc6da0acfd6fbf7e379ce","abstract_canon_sha256":"70de440932e8cf6713e001af6bb0ff0197c03eddef9ebbd13c2445fbb8b6fc83"},"schema_version":"1.0"},"canonical_sha256":"7088df490f6d2945ef6fa31fba3ef60263b3614dd7a49801b1b32ca8e37a6189","source":{"kind":"arxiv","id":"2501.06189","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.06189","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"arxiv_version","alias_value":"2501.06189v1","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.06189","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_12","alias_value":"OCEN6SIPNUUU","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_16","alias_value":"OCEN6SIPNUUUL33P","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_8","alias_value":"OCEN6SIP","created_at":"2026-07-05T09:59:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:OCEN6SIPNUUUL33PUMP3UPXWAJ","target":"record","payload":{"canonical_record":{"source":{"id":"2501.06189","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-11T22:04:27Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"a77b357c4977d5fb16294049310acde9fb7a167bda5dc6da0acfd6fbf7e379ce","abstract_canon_sha256":"70de440932e8cf6713e001af6bb0ff0197c03eddef9ebbd13c2445fbb8b6fc83"},"schema_version":"1.0"},"canonical_sha256":"7088df490f6d2945ef6fa31fba3ef60263b3614dd7a49801b1b32ca8e37a6189","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:59:34.425908Z","signature_b64":"N2o5UvgITa9wqsDvWter8eMd7l7cmyAor+V6diEWO3IICV448jdUIw9tnn8ETJVF24lWpy4MT6rc2xsa5yN6DQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7088df490f6d2945ef6fa31fba3ef60263b3614dd7a49801b1b32ca8e37a6189","last_reissued_at":"2026-07-05T09:59:34.425427Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:59:34.425427Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.06189","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":"2026-07-05T09:59:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Vi5S5O3H/VlycJByLTVK9gT4hZZTcnGkt3K7vXGLUd6JS9rspfPaV8KW5DX9AICG6dlc3dOALyIbKAMf/fCPCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T00:24:24.999551Z"},"content_sha256":"9b3c6261f9efb020306f3d6b28aed05cfe484087507c5c02d267d0d8b8186753","schema_version":"1.0","event_id":"sha256:9b3c6261f9efb020306f3d6b28aed05cfe484087507c5c02d267d0d8b8186753"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:OCEN6SIPNUUUL33PUMP3UPXWAJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Multimodal Social Agent","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Athina Bikaki, Ioannis A. Kakadiaris","submitted_at":"2024-12-11T22:04:27Z","abstract_excerpt":"In recent years, large language models (LLMs) have demonstrated remarkable progress in common-sense reasoning tasks. This ability is fundamental to understanding social dynamics, interactions, and communication. However, the potential of integrating computers with these social capabilities is still relatively unexplored. However, the potential of integrating computers with these social capabilities is still relatively unexplored. This paper introduces MuSA, a multimodal LLM-based agent that analyzes text-rich social content tailored to address selected human-centric content analysis tasks, suc"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.06189","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/2501.06189/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":"2026-07-05T09:59:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"D75KkZHuMBn/XEJMuJFs7X9AdHa1L/kOm0C7kpRi9702W6Wlf5NXucJjAf4uBZiqKB7gwoSwHXXWlWzT588bAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T00:24:25.000067Z"},"content_sha256":"0740e79016c48fcd46c5d9676d7977cbfb3cde6ff7f913dbd5559a2b6ad8339c","schema_version":"1.0","event_id":"sha256:0740e79016c48fcd46c5d9676d7977cbfb3cde6ff7f913dbd5559a2b6ad8339c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/bundle.json","state_url":"https://pith.science/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/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":"2026-08-23T00:24:25Z","links":{"resolver":"https://pith.science/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ","bundle":"https://pith.science/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/bundle.json","state":"https://pith.science/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OCEN6SIPNUUUL33PUMP3UPXWAJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:OCEN6SIPNUUUL33PUMP3UPXWAJ","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":"70de440932e8cf6713e001af6bb0ff0197c03eddef9ebbd13c2445fbb8b6fc83","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-11T22:04:27Z","title_canon_sha256":"a77b357c4977d5fb16294049310acde9fb7a167bda5dc6da0acfd6fbf7e379ce"},"schema_version":"1.0","source":{"id":"2501.06189","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.06189","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"arxiv_version","alias_value":"2501.06189v1","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.06189","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_12","alias_value":"OCEN6SIPNUUU","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_16","alias_value":"OCEN6SIPNUUUL33P","created_at":"2026-07-05T09:59:34Z"},{"alias_kind":"pith_short_8","alias_value":"OCEN6SIP","created_at":"2026-07-05T09:59:34Z"}],"graph_snapshots":[{"event_id":"sha256:0740e79016c48fcd46c5d9676d7977cbfb3cde6ff7f913dbd5559a2b6ad8339c","target":"graph","created_at":"2026-07-05T09:59:34Z","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/2501.06189/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In recent years, large language models (LLMs) have demonstrated remarkable progress in common-sense reasoning tasks. This ability is fundamental to understanding social dynamics, interactions, and communication. However, the potential of integrating computers with these social capabilities is still relatively unexplored. However, the potential of integrating computers with these social capabilities is still relatively unexplored. This paper introduces MuSA, a multimodal LLM-based agent that analyzes text-rich social content tailored to address selected human-centric content analysis tasks, suc","authors_text":"Athina Bikaki, Ioannis A. Kakadiaris","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-11T22:04:27Z","title":"A Multimodal Social Agent"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.06189","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":"sha256:9b3c6261f9efb020306f3d6b28aed05cfe484087507c5c02d267d0d8b8186753","target":"record","created_at":"2026-07-05T09:59:34Z","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":"70de440932e8cf6713e001af6bb0ff0197c03eddef9ebbd13c2445fbb8b6fc83","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-11T22:04:27Z","title_canon_sha256":"a77b357c4977d5fb16294049310acde9fb7a167bda5dc6da0acfd6fbf7e379ce"},"schema_version":"1.0","source":{"id":"2501.06189","kind":"arxiv","version":1}},"canonical_sha256":"7088df490f6d2945ef6fa31fba3ef60263b3614dd7a49801b1b32ca8e37a6189","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7088df490f6d2945ef6fa31fba3ef60263b3614dd7a49801b1b32ca8e37a6189","first_computed_at":"2026-07-05T09:59:34.425427Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:59:34.425427Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"N2o5UvgITa9wqsDvWter8eMd7l7cmyAor+V6diEWO3IICV448jdUIw9tnn8ETJVF24lWpy4MT6rc2xsa5yN6DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:59:34.425908Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.06189","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9b3c6261f9efb020306f3d6b28aed05cfe484087507c5c02d267d0d8b8186753","sha256:0740e79016c48fcd46c5d9676d7977cbfb3cde6ff7f913dbd5559a2b6ad8339c"],"state_sha256":"c132a17c26e866f65ae2d4a74fbf6295458d69029324328f48c5658127443a4b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mKUTmPl7Wyv9nKmoP+/BWV6NjHVs8dqBNhCzBrwnh2bJU1JJIrwZIZxKWEN1OyhR2jSvhd9Scfm/JLDiMKvADw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T00:24:25.004197Z","bundle_sha256":"283695510e14a6b083a114f2542c3cdedb1ceff99b1183816e6c3e1b1d64aec7"}}