{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:OLTXZNUMXG3LA7QHSWUOR3MTA3","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":"e6c9979be89a5bced5b198280e15d37b3c87a114fe8c9338f5f3562d2c5c1360","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-10-15T23:54:20Z","title_canon_sha256":"45f80f4d8656f1cf5cde622217a361c2e1406ac797ae6a7b2d33be3ddc408208"},"schema_version":"1.0","source":{"id":"2310.09985","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.09985","created_at":"2026-07-05T07:50:52Z"},{"alias_kind":"arxiv_version","alias_value":"2310.09985v2","created_at":"2026-07-05T07:50:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.09985","created_at":"2026-07-05T07:50:52Z"},{"alias_kind":"pith_short_12","alias_value":"OLTXZNUMXG3L","created_at":"2026-07-05T07:50:52Z"},{"alias_kind":"pith_short_16","alias_value":"OLTXZNUMXG3LA7QH","created_at":"2026-07-05T07:50:52Z"},{"alias_kind":"pith_short_8","alias_value":"OLTXZNUM","created_at":"2026-07-05T07:50:52Z"}],"graph_snapshots":[{"event_id":"sha256:ff98acf580b6deb59ff625a2ed89e3e15869f319387179cfd5b44944c327313c","target":"graph","created_at":"2026-07-05T07:50:52Z","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/2310.09985/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Design space exploration (DSE) for Text-to-Image (TTI) models entails navigating a vast, opaque space of possible image outputs, through a commensurately vast input space of hyperparameters and prompt text. Minor adjustments to prompt input can surface unexpectedly disparate images. How can interfaces support end-users in reliably steering prompt-space explorations towards interesting results? Our design probe, DreamSheets, supports exploration strategies with LLM-based functions for assisted prompt construction and simultaneous display of generated results, hosted in a spreadsheet interface. ","authors_text":"Bjoern Hartmann, J.D. Zamfirescu-Pereira, Kyu Won Kim, Pradeep Mani Rathnam, Shm Garanganao Almeda","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-10-15T23:54:20Z","title":"Prompting for Discovery: Flexible Sense-Making for AI Art-Making with Dreamsheets"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.09985","kind":"arxiv","version":2},"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:d6f1cd1e98e0509904330ceb18c181c36ef87c043bec6a3fab46d8fbb3b21a2d","target":"record","created_at":"2026-07-05T07:50:52Z","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":"e6c9979be89a5bced5b198280e15d37b3c87a114fe8c9338f5f3562d2c5c1360","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2023-10-15T23:54:20Z","title_canon_sha256":"45f80f4d8656f1cf5cde622217a361c2e1406ac797ae6a7b2d33be3ddc408208"},"schema_version":"1.0","source":{"id":"2310.09985","kind":"arxiv","version":2}},"canonical_sha256":"72e77cb68cb9b6b07e0795a8e8ed9306d253f09b597e674493cfc238f55b340d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"72e77cb68cb9b6b07e0795a8e8ed9306d253f09b597e674493cfc238f55b340d","first_computed_at":"2026-07-05T07:50:52.944403Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:50:52.944403Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2T3+HhJu9q+VXuzuXIYE+SyfkE1VBbvVz95DBzgPXHQDxrwp9FxT5Hcg8ycDz3eIB+VNEC+XOwpV1xMqzA6zBw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:50:52.944855Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.09985","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d6f1cd1e98e0509904330ceb18c181c36ef87c043bec6a3fab46d8fbb3b21a2d","sha256:ff98acf580b6deb59ff625a2ed89e3e15869f319387179cfd5b44944c327313c"],"state_sha256":"a3e1ec11090322c4a4e4ea8fd3df2e6009e0a2d7fcd57f3f212cdaff3a2c9df4"}