{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:HTBS2WMPBDLKYYXHZMGOWN2AUH","short_pith_number":"pith:HTBS2WMP","canonical_record":{"source":{"id":"2508.17398","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-24T15:11:44Z","cross_cats_sorted":[],"title_canon_sha256":"05f50ef7fdd862ce24dbe79e8d7fca39f414d969712ab274b3d08df85d427974","abstract_canon_sha256":"27fd99e1a7dcb05f4f24d2fbaf23d3421f0ee2bb1d50dfa549a1ea122870417c"},"schema_version":"1.0"},"canonical_sha256":"3cc32d598f08d6ac62e7cb0ceb3740a1ff22c74547d3a4217fe228a2ac4cc3c1","source":{"kind":"arxiv","id":"2508.17398","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.17398","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"arxiv_version","alias_value":"2508.17398v1","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.17398","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_12","alias_value":"HTBS2WMPBDLK","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_16","alias_value":"HTBS2WMPBDLKYYXH","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_8","alias_value":"HTBS2WMP","created_at":"2026-07-05T11:58:40Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:HTBS2WMPBDLKYYXHZMGOWN2AUH","target":"record","payload":{"canonical_record":{"source":{"id":"2508.17398","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-24T15:11:44Z","cross_cats_sorted":[],"title_canon_sha256":"05f50ef7fdd862ce24dbe79e8d7fca39f414d969712ab274b3d08df85d427974","abstract_canon_sha256":"27fd99e1a7dcb05f4f24d2fbaf23d3421f0ee2bb1d50dfa549a1ea122870417c"},"schema_version":"1.0"},"canonical_sha256":"3cc32d598f08d6ac62e7cb0ceb3740a1ff22c74547d3a4217fe228a2ac4cc3c1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:58:40.932200Z","signature_b64":"6fh3OPOVgLbLTf0XlWZovRlpZKcctlNora/08rLwbQVN/PZEIRL2rOI5ybcoCz0IAdQu8FxaEHyp/tWZ+mOIDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3cc32d598f08d6ac62e7cb0ceb3740a1ff22c74547d3a4217fe228a2ac4cc3c1","last_reissued_at":"2026-07-05T11:58:40.931789Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:58:40.931789Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.17398","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":"2026-07-05T11:58:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DvcH4l4bQnhJgbk+20mGokrCY2JglX+s+DiG6uSEnZBeH167ncI3qZ5LzLZ86iydoZC0keSpnJzs2/I20Z7qCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T05:49:59.991941Z"},"content_sha256":"8530f5d4a8bd8ea5744445ebf4839c2e2dbf17e751a38af3c3d8761c4e751f18","schema_version":"1.0","event_id":"sha256:8530f5d4a8bd8ea5744445ebf4839c2e2dbf17e751a38af3c3d8761c4e751f18"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:HTBS2WMPBDLKYYXHZMGOWN2AUH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Aaryaman Kartha, Ahmed Masry, Enamul Hoque, Mahir Ahmed, Md Rizwan Parvez, Mizanur Rahman, Mohammed Saidul Islam, Ridwan Mahbub, Shadikur Rahman, Shafiq Joty, Thinh Lang","submitted_at":"2025-08-24T15:11:44Z","abstract_excerpt":"Dashboards are powerful visualization tools for data-driven decision-making, integrating multiple interactive views that allow users to explore, filter, and navigate data. Unlike static charts, dashboards support rich interactivity, which is essential for uncovering insights in real-world analytical workflows. However, existing question-answering benchmarks for data visualizations largely overlook this interactivity, focusing instead on static charts. This limitation severely constrains their ability to evaluate the capabilities of modern multimodal agents designed for GUI-based reasoning. To "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.17398","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/2508.17398/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":"2026-07-05T11:58:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4tlp6MbHskyeegCk2lD3jubzTDoNOqXlx0jX+2NcLq/E4Qx+jymmTiiicpBtB7OYswbEAkfPK/68DWRN6FEyBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T05:49:59.992532Z"},"content_sha256":"6d5766d3e47d2d1c594bae6a9b0a44c5ff4d7aafa41881e28ec1d46312e40a0d","schema_version":"1.0","event_id":"sha256:6d5766d3e47d2d1c594bae6a9b0a44c5ff4d7aafa41881e28ec1d46312e40a0d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/bundle.json","state_url":"https://pith.science/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/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":"2026-08-16T05:49:59Z","links":{"resolver":"https://pith.science/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH","bundle":"https://pith.science/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/bundle.json","state":"https://pith.science/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HTBS2WMPBDLKYYXHZMGOWN2AUH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:HTBS2WMPBDLKYYXHZMGOWN2AUH","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":"27fd99e1a7dcb05f4f24d2fbaf23d3421f0ee2bb1d50dfa549a1ea122870417c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-24T15:11:44Z","title_canon_sha256":"05f50ef7fdd862ce24dbe79e8d7fca39f414d969712ab274b3d08df85d427974"},"schema_version":"1.0","source":{"id":"2508.17398","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.17398","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"arxiv_version","alias_value":"2508.17398v1","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.17398","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_12","alias_value":"HTBS2WMPBDLK","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_16","alias_value":"HTBS2WMPBDLKYYXH","created_at":"2026-07-05T11:58:40Z"},{"alias_kind":"pith_short_8","alias_value":"HTBS2WMP","created_at":"2026-07-05T11:58:40Z"}],"graph_snapshots":[{"event_id":"sha256:6d5766d3e47d2d1c594bae6a9b0a44c5ff4d7aafa41881e28ec1d46312e40a0d","target":"graph","created_at":"2026-07-05T11:58:40Z","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/2508.17398/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Dashboards are powerful visualization tools for data-driven decision-making, integrating multiple interactive views that allow users to explore, filter, and navigate data. Unlike static charts, dashboards support rich interactivity, which is essential for uncovering insights in real-world analytical workflows. However, existing question-answering benchmarks for data visualizations largely overlook this interactivity, focusing instead on static charts. This limitation severely constrains their ability to evaluate the capabilities of modern multimodal agents designed for GUI-based reasoning. To ","authors_text":"Aaryaman Kartha, Ahmed Masry, Enamul Hoque, Mahir Ahmed, Md Rizwan Parvez, Mizanur Rahman, Mohammed Saidul Islam, Ridwan Mahbub, Shadikur Rahman, Shafiq Joty, Thinh Lang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-24T15:11:44Z","title":"DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.17398","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":"sha256:8530f5d4a8bd8ea5744445ebf4839c2e2dbf17e751a38af3c3d8761c4e751f18","target":"record","created_at":"2026-07-05T11:58:40Z","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":"27fd99e1a7dcb05f4f24d2fbaf23d3421f0ee2bb1d50dfa549a1ea122870417c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-24T15:11:44Z","title_canon_sha256":"05f50ef7fdd862ce24dbe79e8d7fca39f414d969712ab274b3d08df85d427974"},"schema_version":"1.0","source":{"id":"2508.17398","kind":"arxiv","version":1}},"canonical_sha256":"3cc32d598f08d6ac62e7cb0ceb3740a1ff22c74547d3a4217fe228a2ac4cc3c1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3cc32d598f08d6ac62e7cb0ceb3740a1ff22c74547d3a4217fe228a2ac4cc3c1","first_computed_at":"2026-07-05T11:58:40.931789Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:58:40.931789Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6fh3OPOVgLbLTf0XlWZovRlpZKcctlNora/08rLwbQVN/PZEIRL2rOI5ybcoCz0IAdQu8FxaEHyp/tWZ+mOIDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:58:40.932200Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.17398","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8530f5d4a8bd8ea5744445ebf4839c2e2dbf17e751a38af3c3d8761c4e751f18","sha256:6d5766d3e47d2d1c594bae6a9b0a44c5ff4d7aafa41881e28ec1d46312e40a0d"],"state_sha256":"0798061c346c92ef9d0cc2c127d7a5bf4ee46c0e2bc2a5daef7c73928f298685"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"V4ULpNXWsu7F4XoGChTtM5RCEuQ5ApidWixbKcqyObEXFMrTTjVuN1HRqZN2Ijw63ZoZkaBXVUHRHTI1uJuQAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T05:49:59.998394Z","bundle_sha256":"9912ca2a691a54bc95e9d4d77ae0c5fa3650cdf4026e38d221c4d38f9195108e"}}