{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:UH2H7Y7FUZJHBOLYYFRBX5RW5W","short_pith_number":"pith:UH2H7Y7F","canonical_record":{"source":{"id":"2508.06117","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-08-08T08:31:57Z","cross_cats_sorted":[],"title_canon_sha256":"de8ef24e90e56568612d530f6ec746d4ce780e462143e75e65b8ff77fe4e4084","abstract_canon_sha256":"aa58cd9b288ad4ea76ab3af8c282b7ad82eafa6b02937090f5ab1f61d83849d9"},"schema_version":"1.0"},"canonical_sha256":"a1f47fe3e5a65270b978c1621bf636ed982b0c20fe487e1cc0c95500b7ecf3a9","source":{"kind":"arxiv","id":"2508.06117","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.06117","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"arxiv_version","alias_value":"2508.06117v1","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.06117","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_12","alias_value":"UH2H7Y7FUZJH","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_16","alias_value":"UH2H7Y7FUZJHBOLY","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_8","alias_value":"UH2H7Y7F","created_at":"2026-07-05T11:50:50Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:UH2H7Y7FUZJHBOLYYFRBX5RW5W","target":"record","payload":{"canonical_record":{"source":{"id":"2508.06117","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-08-08T08:31:57Z","cross_cats_sorted":[],"title_canon_sha256":"de8ef24e90e56568612d530f6ec746d4ce780e462143e75e65b8ff77fe4e4084","abstract_canon_sha256":"aa58cd9b288ad4ea76ab3af8c282b7ad82eafa6b02937090f5ab1f61d83849d9"},"schema_version":"1.0"},"canonical_sha256":"a1f47fe3e5a65270b978c1621bf636ed982b0c20fe487e1cc0c95500b7ecf3a9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:50:50.073073Z","signature_b64":"h6T3ziqWae+ktw1y28X45px/7QRuwilZHM9PuHEC8dyvRLZC9rEit8KByBnalWSaXdxY3UmEBNR9Aa5uRwZyAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a1f47fe3e5a65270b978c1621bf636ed982b0c20fe487e1cc0c95500b7ecf3a9","last_reissued_at":"2026-07-05T11:50:50.072606Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:50:50.072606Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.06117","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":"2026-07-05T11:50:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"emjZKNjUA6CHpMbASS4E7DU/mqAYcyx9Nl6ZNXAv5cAj9EYsXwMX8rQhRrR/EletQunD9wjQEzDU8GXjKoQpBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:25:24.904124Z"},"content_sha256":"50217c8cff63882d203ddae50878493a8bf5c1655d40703b7d23293cf0f6bba3","schema_version":"1.0","event_id":"sha256:50217c8cff63882d203ddae50878493a8bf5c1655d40703b7d23293cf0f6bba3"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:UH2H7Y7FUZJHBOLYYFRBX5RW5W","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Multimodal Framework for Understanding Collaborative Design Processes","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Daniel Weiskopf, Kuno Kurzhals, Maurice Koch, Nelusa Pathmanathan","submitted_at":"2025-08-08T08:31:57Z","abstract_excerpt":"An essential task in analyzing collaborative design processes, such as those that are part of workshops in design studies, is identifying design outcomes and understanding how the collaboration between participants formed the results and led to decision-making. However, findings are typically restricted to a consolidated textual form based on notes from interviews or observations. A challenge arises from integrating different sources of observations, leading to large amounts and heterogeneity of collected data. To address this challenge we propose a practical, modular, and adaptable framework "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.06117","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/2508.06117/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":"2026-07-05T11:50:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HVUOGirJxG0zk81Qq+MaF0DqGRzRje8iQGo733hhINl35r2KRt35v3JRJqvI4dDXqnlW4HMufcdvH+WbJbtBDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:25:24.904870Z"},"content_sha256":"84bd6ca1820e32eb3351f1fd913ef54c5e0038ad5b0ddb86e0e5f61ce6a7a728","schema_version":"1.0","event_id":"sha256:84bd6ca1820e32eb3351f1fd913ef54c5e0038ad5b0ddb86e0e5f61ce6a7a728"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/bundle.json","state_url":"https://pith.science/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/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":"2026-08-07T09:25:24Z","links":{"resolver":"https://pith.science/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W","bundle":"https://pith.science/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/bundle.json","state":"https://pith.science/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UH2H7Y7FUZJHBOLYYFRBX5RW5W/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:UH2H7Y7FUZJHBOLYYFRBX5RW5W","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":"aa58cd9b288ad4ea76ab3af8c282b7ad82eafa6b02937090f5ab1f61d83849d9","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-08-08T08:31:57Z","title_canon_sha256":"de8ef24e90e56568612d530f6ec746d4ce780e462143e75e65b8ff77fe4e4084"},"schema_version":"1.0","source":{"id":"2508.06117","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.06117","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"arxiv_version","alias_value":"2508.06117v1","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.06117","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_12","alias_value":"UH2H7Y7FUZJH","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_16","alias_value":"UH2H7Y7FUZJHBOLY","created_at":"2026-07-05T11:50:50Z"},{"alias_kind":"pith_short_8","alias_value":"UH2H7Y7F","created_at":"2026-07-05T11:50:50Z"}],"graph_snapshots":[{"event_id":"sha256:84bd6ca1820e32eb3351f1fd913ef54c5e0038ad5b0ddb86e0e5f61ce6a7a728","target":"graph","created_at":"2026-07-05T11:50:50Z","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/2508.06117/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"An essential task in analyzing collaborative design processes, such as those that are part of workshops in design studies, is identifying design outcomes and understanding how the collaboration between participants formed the results and led to decision-making. However, findings are typically restricted to a consolidated textual form based on notes from interviews or observations. A challenge arises from integrating different sources of observations, leading to large amounts and heterogeneity of collected data. To address this challenge we propose a practical, modular, and adaptable framework ","authors_text":"Daniel Weiskopf, Kuno Kurzhals, Maurice Koch, Nelusa Pathmanathan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-08-08T08:31:57Z","title":"A Multimodal Framework for Understanding Collaborative Design Processes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.06117","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":"sha256:50217c8cff63882d203ddae50878493a8bf5c1655d40703b7d23293cf0f6bba3","target":"record","created_at":"2026-07-05T11:50:50Z","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":"aa58cd9b288ad4ea76ab3af8c282b7ad82eafa6b02937090f5ab1f61d83849d9","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-08-08T08:31:57Z","title_canon_sha256":"de8ef24e90e56568612d530f6ec746d4ce780e462143e75e65b8ff77fe4e4084"},"schema_version":"1.0","source":{"id":"2508.06117","kind":"arxiv","version":1}},"canonical_sha256":"a1f47fe3e5a65270b978c1621bf636ed982b0c20fe487e1cc0c95500b7ecf3a9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a1f47fe3e5a65270b978c1621bf636ed982b0c20fe487e1cc0c95500b7ecf3a9","first_computed_at":"2026-07-05T11:50:50.072606Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:50:50.072606Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"h6T3ziqWae+ktw1y28X45px/7QRuwilZHM9PuHEC8dyvRLZC9rEit8KByBnalWSaXdxY3UmEBNR9Aa5uRwZyAw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:50:50.073073Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.06117","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:50217c8cff63882d203ddae50878493a8bf5c1655d40703b7d23293cf0f6bba3","sha256:84bd6ca1820e32eb3351f1fd913ef54c5e0038ad5b0ddb86e0e5f61ce6a7a728"],"state_sha256":"cbdf047ffb20ddb2384d03e339343c27ebae8cb80e3ba7406dcfa2b62ebcb1b9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GyPUy5zSgS39qvBhS9DAghAau2nSfTWPEQVnR0CbSrzgpGmV5fpriuEE3pT1ydbqaLnbaUjXpGgE/lz3wkgfCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T09:25:24.909877Z","bundle_sha256":"8203a0d7636a47587602ac9f207403cde9706186333d114b90d307143e73e238"}}