{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:XNFEBYDP3WWB2GU76YAQ4XRLUN","short_pith_number":"pith:XNFEBYDP","canonical_record":{"source":{"id":"2505.05895","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-09T09:01:52Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"f00a9323e296767313d4dc0527f7bc7f35f7dd411cff494b0862ca2bb08834e0","abstract_canon_sha256":"a1091403bad7751a9e200a3ee8d5feaeae9284c2fe2acbc81764b1a6c1560c92"},"schema_version":"1.0"},"canonical_sha256":"bb4a40e06fddac1d1a9ff6010e5e2ba3767d3be6fa355155b092944b0025fd2d","source":{"kind":"arxiv","id":"2505.05895","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.05895","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"arxiv_version","alias_value":"2505.05895v3","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.05895","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_12","alias_value":"XNFEBYDP3WWB","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_16","alias_value":"XNFEBYDP3WWB2GU7","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_8","alias_value":"XNFEBYDP","created_at":"2026-07-05T11:48:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:XNFEBYDP3WWB2GU76YAQ4XRLUN","target":"record","payload":{"canonical_record":{"source":{"id":"2505.05895","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-09T09:01:52Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"f00a9323e296767313d4dc0527f7bc7f35f7dd411cff494b0862ca2bb08834e0","abstract_canon_sha256":"a1091403bad7751a9e200a3ee8d5feaeae9284c2fe2acbc81764b1a6c1560c92"},"schema_version":"1.0"},"canonical_sha256":"bb4a40e06fddac1d1a9ff6010e5e2ba3767d3be6fa355155b092944b0025fd2d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:48:49.057251Z","signature_b64":"1lJyc6+/NMG08WzHFH4rhD2in2OrW4Q8OkJFwscy1j4m+sI4ZQFMlEIw93Zd97rhJFPK4kD1mj5K/8LMoPlQBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bb4a40e06fddac1d1a9ff6010e5e2ba3767d3be6fa355155b092944b0025fd2d","last_reissued_at":"2026-07-05T11:48:49.056630Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:48:49.056630Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.05895","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:48:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bA+ZpJuBDY+mjxbipFNMR5yOIwJOo7zfoAZNeKIjikpPxE0Z/TBtvddxM299HlE68Jm2OM/aan4trzh97sJoAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T20:17:21.025081Z"},"content_sha256":"4f0cd6faac927863f495f9aac65a80e613a8c2e3c7b4bb87d4609778b56ed50a","schema_version":"1.0","event_id":"sha256:4f0cd6faac927863f495f9aac65a80e613a8c2e3c7b4bb87d4609778b56ed50a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:XNFEBYDP3WWB2GU76YAQ4XRLUN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Benjamin Raphael Ernhofer, Daniil Prokhorov, Dominik Bollmann, Jannica Langner","submitted_at":"2025-05-09T09:01:52Z","abstract_excerpt":"Modern automotive infotainment systems necessitate intelligent and adaptive solutions to manage frequent User Interface (UI) updates and diverse design variations. This work introduces a vision-language framework to facilitate the understanding of and interaction with automotive UIs, enabling seamless adaptation across different UI designs. To support research in this field, AutomotiveUI-Bench-4K, an open-source dataset comprising 998 images with 4,208 annotations, is also released. Additionally, a data pipeline for generating training data is presented. A Molmo-7B-based model is fine-tuned us"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.05895","kind":"arxiv","version":3},"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/2505.05895/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":"2026-07-05T11:48:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XmhikldGBsU8Kg1iD1q6RXUtLRQSKH+1X2Xw9ex04nHM1fY/C4pdNNZm/5xmQZV0iCC3Vq5YvTmxX16QGzKFCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T20:17:21.025602Z"},"content_sha256":"cbcb3a7a605d5f6df73219d2bd3c803b1bd2fc2572f14e1a634b461c1d897214","schema_version":"1.0","event_id":"sha256:cbcb3a7a605d5f6df73219d2bd3c803b1bd2fc2572f14e1a634b461c1d897214"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/bundle.json","state_url":"https://pith.science/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/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":"2026-08-22T20:17:21Z","links":{"resolver":"https://pith.science/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN","bundle":"https://pith.science/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/bundle.json","state":"https://pith.science/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XNFEBYDP3WWB2GU76YAQ4XRLUN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XNFEBYDP3WWB2GU76YAQ4XRLUN","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":"a1091403bad7751a9e200a3ee8d5feaeae9284c2fe2acbc81764b1a6c1560c92","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-09T09:01:52Z","title_canon_sha256":"f00a9323e296767313d4dc0527f7bc7f35f7dd411cff494b0862ca2bb08834e0"},"schema_version":"1.0","source":{"id":"2505.05895","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.05895","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"arxiv_version","alias_value":"2505.05895v3","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.05895","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_12","alias_value":"XNFEBYDP3WWB","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_16","alias_value":"XNFEBYDP3WWB2GU7","created_at":"2026-07-05T11:48:49Z"},{"alias_kind":"pith_short_8","alias_value":"XNFEBYDP","created_at":"2026-07-05T11:48:49Z"}],"graph_snapshots":[{"event_id":"sha256:cbcb3a7a605d5f6df73219d2bd3c803b1bd2fc2572f14e1a634b461c1d897214","target":"graph","created_at":"2026-07-05T11:48:49Z","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/2505.05895/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Modern automotive infotainment systems necessitate intelligent and adaptive solutions to manage frequent User Interface (UI) updates and diverse design variations. This work introduces a vision-language framework to facilitate the understanding of and interaction with automotive UIs, enabling seamless adaptation across different UI designs. To support research in this field, AutomotiveUI-Bench-4K, an open-source dataset comprising 998 images with 4,208 annotations, is also released. Additionally, a data pipeline for generating training data is presented. A Molmo-7B-based model is fine-tuned us","authors_text":"Benjamin Raphael Ernhofer, Daniil Prokhorov, Dominik Bollmann, Jannica Langner","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-09T09:01:52Z","title":"Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.05895","kind":"arxiv","version":3},"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":"sha256:4f0cd6faac927863f495f9aac65a80e613a8c2e3c7b4bb87d4609778b56ed50a","target":"record","created_at":"2026-07-05T11:48:49Z","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":"a1091403bad7751a9e200a3ee8d5feaeae9284c2fe2acbc81764b1a6c1560c92","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-09T09:01:52Z","title_canon_sha256":"f00a9323e296767313d4dc0527f7bc7f35f7dd411cff494b0862ca2bb08834e0"},"schema_version":"1.0","source":{"id":"2505.05895","kind":"arxiv","version":3}},"canonical_sha256":"bb4a40e06fddac1d1a9ff6010e5e2ba3767d3be6fa355155b092944b0025fd2d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bb4a40e06fddac1d1a9ff6010e5e2ba3767d3be6fa355155b092944b0025fd2d","first_computed_at":"2026-07-05T11:48:49.056630Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:48:49.056630Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1lJyc6+/NMG08WzHFH4rhD2in2OrW4Q8OkJFwscy1j4m+sI4ZQFMlEIw93Zd97rhJFPK4kD1mj5K/8LMoPlQBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:48:49.057251Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.05895","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4f0cd6faac927863f495f9aac65a80e613a8c2e3c7b4bb87d4609778b56ed50a","sha256:cbcb3a7a605d5f6df73219d2bd3c803b1bd2fc2572f14e1a634b461c1d897214"],"state_sha256":"13d700db1531e772cbf4f4cc23ef542b00bfdbe6daba4a636d471ebbeb0283ab"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NCUzyqXJ3CSKewq2Iydb4Uq/0gvD7TsBLCVvZeClatfgM9O/CmF6U8XTnhbUlXbNKOATuti/UMalLgE30wYHCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T20:17:21.030497Z","bundle_sha256":"3111a24241fa79e96441ee1852b8d193f13fb4e80703997b295c4e2c85812f53"}}