{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZQ53ZETLI3TH7O6W4FDROAG3AY","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":"ebadd46e264471478ea417cb85f81c4ab8811744ae61ce2bbe9cd77c47c53814","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T15:39:17Z","title_canon_sha256":"53b426bab9394d72f8d5f5c7058b95bfb5202d9001960ad16a0731508a639253"},"schema_version":"1.0","source":{"id":"2506.06175","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.06175","created_at":"2026-07-05T11:17:26Z"},{"alias_kind":"arxiv_version","alias_value":"2506.06175v1","created_at":"2026-07-05T11:17:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.06175","created_at":"2026-07-05T11:17:26Z"},{"alias_kind":"pith_short_12","alias_value":"ZQ53ZETLI3TH","created_at":"2026-07-05T11:17:26Z"},{"alias_kind":"pith_short_16","alias_value":"ZQ53ZETLI3TH7O6W","created_at":"2026-07-05T11:17:26Z"},{"alias_kind":"pith_short_8","alias_value":"ZQ53ZETL","created_at":"2026-07-05T11:17:26Z"}],"graph_snapshots":[{"event_id":"sha256:d62cea94460dfd1ff18fe1b38ddd039f7ae4e88d59a27f98bed556e096a49717","target":"graph","created_at":"2026-07-05T11:17:26Z","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/2506.06175/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models can translate natural-language chart descriptions into runnable code, yet approximately 15\\% of the generated scripts still fail to execute, even after supervised fine-tuning and reinforcement learning. We investigate whether this persistent error rate stems from model limitations or from reliance on a single-prompt design. To explore this, we propose a lightweight multi-agent pipeline that separates drafting, execution, repair, and judgment, using only an off-the-shelf GPT-4o-mini model. On the \\textsc{Text2Chart31} benchmark, our system reduces execution errors to 4.5\\%","authors_text":"Anthony Rios, James Ford","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T15:39:17Z","title":"Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.06175","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:c621178a0559a2c9d5a2a72535a7de68557d1169c1060baeaa96a4cdffe2089a","target":"record","created_at":"2026-07-05T11:17:26Z","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":"ebadd46e264471478ea417cb85f81c4ab8811744ae61ce2bbe9cd77c47c53814","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T15:39:17Z","title_canon_sha256":"53b426bab9394d72f8d5f5c7058b95bfb5202d9001960ad16a0731508a639253"},"schema_version":"1.0","source":{"id":"2506.06175","kind":"arxiv","version":1}},"canonical_sha256":"cc3bbc926b46e67fbbd6e1471700db062f10d115313f418d9688f71e21881a55","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cc3bbc926b46e67fbbd6e1471700db062f10d115313f418d9688f71e21881a55","first_computed_at":"2026-07-05T11:17:26.929287Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:26.929287Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zCSK9IECcfgf61ztwwXMGGn3/4NPenlR5/BZ4aX60X5CaCet2LgV7fSOSHUnH451B1oIn1d7HuNCixsNWuAiBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:26.930273Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.06175","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c621178a0559a2c9d5a2a72535a7de68557d1169c1060baeaa96a4cdffe2089a","sha256:d62cea94460dfd1ff18fe1b38ddd039f7ae4e88d59a27f98bed556e096a49717"],"state_sha256":"e10ec968e6d11d979ca88676e75266d38acbe6e4b69d84591a043b3343cc64c9"}