{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:JQRMYT5V3EZEQL27DGGQATMXSI","short_pith_number":"pith:JQRMYT5V","schema_version":"1.0","canonical_sha256":"4c22cc4fb5d932482f5f198d004d97921cc05187879a20dc048b91ee3d6c3800","source":{"kind":"arxiv","id":"2506.11070","version":1},"attestation_state":"computed","paper":{"title":"Targeted control of fast prototyping through domain-specific interface","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Hanlu Ma, Huamin Qu, Kun He, Lecheng Ruan, Mingchen Liu, Qiao Xu, Qining Wang, Yu-Zhe Shi","submitted_at":"2025-06-02T01:56:31Z","abstract_excerpt":"Industrial designers have long sought a natural and intuitive way to achieve the targeted control of prototype models -- using simple natural language instructions to configure and adjust the models seamlessly according to their intentions, without relying on complex modeling commands. While Large Language Models have shown promise in this area, their potential for controlling prototype models through language remains partially underutilized. This limitation stems from gaps between designers' languages and modeling languages, including mismatch in abstraction levels, fluctuation in semantic pr"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2506.11070","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-02T01:56:31Z","cross_cats_sorted":[],"title_canon_sha256":"03019b1101de993483ba3fa4301c6df133e316f9339271f87fb7903d2f03bbea","abstract_canon_sha256":"8b9ad8fdc4293cb98411ecdd0b77dfd9adbcfb91acbb02c95afd2c115043a7a5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:20:58.940503Z","signature_b64":"FYZkgitNi8W5rwzl8FbR5ci56nOQM/JI+mmYxj8kg6D+A+Bcy0cJYnnM2ry2k7gltqI0DBGmJfdMxp9zh7lCDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4c22cc4fb5d932482f5f198d004d97921cc05187879a20dc048b91ee3d6c3800","last_reissued_at":"2026-07-05T11:20:58.940078Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:20:58.940078Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Targeted control of fast prototyping through domain-specific interface","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Hanlu Ma, Huamin Qu, Kun He, Lecheng Ruan, Mingchen Liu, Qiao Xu, Qining Wang, Yu-Zhe Shi","submitted_at":"2025-06-02T01:56:31Z","abstract_excerpt":"Industrial designers have long sought a natural and intuitive way to achieve the targeted control of prototype models -- using simple natural language instructions to configure and adjust the models seamlessly according to their intentions, without relying on complex modeling commands. While Large Language Models have shown promise in this area, their potential for controlling prototype models through language remains partially underutilized. This limitation stems from gaps between designers' languages and modeling languages, including mismatch in abstraction levels, fluctuation in semantic pr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.11070","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/2506.11070/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2506.11070","created_at":"2026-07-05T11:20:58.940135+00:00"},{"alias_kind":"arxiv_version","alias_value":"2506.11070v1","created_at":"2026-07-05T11:20:58.940135+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.11070","created_at":"2026-07-05T11:20:58.940135+00:00"},{"alias_kind":"pith_short_12","alias_value":"JQRMYT5V3EZE","created_at":"2026-07-05T11:20:58.940135+00:00"},{"alias_kind":"pith_short_16","alias_value":"JQRMYT5V3EZEQL27","created_at":"2026-07-05T11:20:58.940135+00:00"},{"alias_kind":"pith_short_8","alias_value":"JQRMYT5V","created_at":"2026-07-05T11:20:58.940135+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI","json":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI.json","graph_json":"https://pith.science/api/pith-number/JQRMYT5V3EZEQL27DGGQATMXSI/graph.json","events_json":"https://pith.science/api/pith-number/JQRMYT5V3EZEQL27DGGQATMXSI/events.json","paper":"https://pith.science/paper/JQRMYT5V"},"agent_actions":{"view_html":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI","download_json":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI.json","view_paper":"https://pith.science/paper/JQRMYT5V","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2506.11070&json=true","fetch_graph":"https://pith.science/api/pith-number/JQRMYT5V3EZEQL27DGGQATMXSI/graph.json","fetch_events":"https://pith.science/api/pith-number/JQRMYT5V3EZEQL27DGGQATMXSI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI/action/storage_attestation","attest_author":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI/action/author_attestation","sign_citation":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI/action/citation_signature","submit_replication":"https://pith.science/pith/JQRMYT5V3EZEQL27DGGQATMXSI/action/replication_record"}},"created_at":"2026-07-05T11:20:58.940135+00:00","updated_at":"2026-07-05T11:20:58.940135+00:00"}