{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:5A47NKIRPFXP5ZC5X373HZCVW4","short_pith_number":"pith:5A47NKIR","schema_version":"1.0","canonical_sha256":"e839f6a911796efee45dbeffb3e455b70146a7c226225569c23fe9c94fabc06a","source":{"kind":"arxiv","id":"2605.18680","version":1},"attestation_state":"computed","paper":{"title":"CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Jason Ding, Krishna C. Garikipati, Pavan Turaga, Phani Harish Wajjala, Rajeev Goel, Tejaswi Gowda","submitted_at":"2026-05-18T17:21:43Z","abstract_excerpt":"Metaverse platforms rely on creator-driven marketplaces where avatars are assembled from discrete, taxonomy-labeled 3D assets (e.g., tops, bottoms, shoes, accessories) under strict category and topology constraints. While users increasingly expect free-form text control, text-only retrieval is brittle: natural language is ambiguous with respect to platform taxonomies, metadata is often noisy or informal, and independently retrieved components can be stylistically inconsistent or geometrically incompatible. We propose \\textbf{CMAG}, a concept-scaffolded retrieval and verified composition framew"},"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":"2605.18680","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2026-05-18T17:21:43Z","cross_cats_sorted":[],"title_canon_sha256":"3ef45b08663b3582815ef186375d89dc5fb9de406bd6f093412da7367a029fb0","abstract_canon_sha256":"ff730a7221bf1100c9a2c386b36e062c3ba3e763a02bef555413227fd89b1f0f"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T00:06:14.518747Z","signature_b64":"8pX1USXkCr8fziAG/3J8fasC0JZwH4uSkVsHGc5W0Whv0jCT1/vurZDtjTTPh0ojeVftVcF5zDzVhO6lTilABA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e839f6a911796efee45dbeffb3e455b70146a7c226225569c23fe9c94fabc06a","last_reissued_at":"2026-05-20T00:06:14.517909Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T00:06:14.517909Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Jason Ding, Krishna C. Garikipati, Pavan Turaga, Phani Harish Wajjala, Rajeev Goel, Tejaswi Gowda","submitted_at":"2026-05-18T17:21:43Z","abstract_excerpt":"Metaverse platforms rely on creator-driven marketplaces where avatars are assembled from discrete, taxonomy-labeled 3D assets (e.g., tops, bottoms, shoes, accessories) under strict category and topology constraints. While users increasingly expect free-form text control, text-only retrieval is brittle: natural language is ambiguous with respect to platform taxonomies, metadata is often noisy or informal, and independently retrieved components can be stylistically inconsistent or geometrically incompatible. We propose \\textbf{CMAG}, a concept-scaffolded retrieval and verified composition framew"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.18680","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/2605.18680/integrity.json","findings":[],"available":true,"detectors_run":[{"name":"claim_evidence","ran_at":"2026-05-20T00:01:59.117764Z","status":"completed","version":"1.0.0","findings_count":0}],"snapshot_sha256":"cbfb54b00025c7785f24c3a2887ac9f2ba69d285d62b1a66eb2e621892b3d032"},"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":"2605.18680","created_at":"2026-05-20T00:06:14.518046+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.18680v1","created_at":"2026-05-20T00:06:14.518046+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.18680","created_at":"2026-05-20T00:06:14.518046+00:00"},{"alias_kind":"pith_short_12","alias_value":"5A47NKIRPFXP","created_at":"2026-05-20T00:06:14.518046+00:00"},{"alias_kind":"pith_short_16","alias_value":"5A47NKIRPFXP5ZC5","created_at":"2026-05-20T00:06:14.518046+00:00"},{"alias_kind":"pith_short_8","alias_value":"5A47NKIR","created_at":"2026-05-20T00:06:14.518046+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/5A47NKIRPFXP5ZC5X373HZCVW4","json":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4.json","graph_json":"https://pith.science/api/pith-number/5A47NKIRPFXP5ZC5X373HZCVW4/graph.json","events_json":"https://pith.science/api/pith-number/5A47NKIRPFXP5ZC5X373HZCVW4/events.json","paper":"https://pith.science/paper/5A47NKIR"},"agent_actions":{"view_html":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4","download_json":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4.json","view_paper":"https://pith.science/paper/5A47NKIR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.18680&json=true","fetch_graph":"https://pith.science/api/pith-number/5A47NKIRPFXP5ZC5X373HZCVW4/graph.json","fetch_events":"https://pith.science/api/pith-number/5A47NKIRPFXP5ZC5X373HZCVW4/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4/action/timestamp_anchor","attest_storage":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4/action/storage_attestation","attest_author":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4/action/author_attestation","sign_citation":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4/action/citation_signature","submit_replication":"https://pith.science/pith/5A47NKIRPFXP5ZC5X373HZCVW4/action/replication_record"}},"created_at":"2026-05-20T00:06:14.518046+00:00","updated_at":"2026-05-20T00:06:14.518046+00:00"}