{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:FBVDF5N5XELJHNVZR63QIIIA4F","short_pith_number":"pith:FBVDF5N5","schema_version":"1.0","canonical_sha256":"286a32f5bdb91693b6b98fb7042100e14a833892e6836dff911f1e92fc8b86a5","source":{"kind":"arxiv","id":"2607.26611","version":1},"attestation_state":"computed","paper":{"title":"Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Chuhan Shi, Huamin Qu, Rui Sheng, Wenshuo Zhang, Yushi Sun, Zijian Xu, Zisen Qin","submitted_at":"2026-07-29T08:34:29Z","abstract_excerpt":"AI-assisted coding increasingly translates informal user intent into executable software, yet coding requests often contain ambiguities that recur in user-specific ways across tasks and sessions. Existing disambiguation methods typically address each ambiguous request in isolation within the current coding session, often through eliciting additional clarification. However, whether resolved session history from the same user can serve as memory for resolving recurring personalized ambiguity in a newly opened session remains underexplored. We formulate personalized ambiguity adaptation as a new "},"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":"2607.26611","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-07-29T08:34:29Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"9ea5186dfc0a5848c95d5cf7affbb4325165c9b16d29110ae1812806ec8831ab","abstract_canon_sha256":"2a0e67778e1e685c10a6c522c394f64688f4d6f6fe4bcc16bddc443d0b6f254f"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"286a32f5bdb91693b6b98fb7042100e14a833892e6836dff911f1e92fc8b86a5","last_reissued_at":"2026-07-30T01:21:34.221510Z","signature_status":"unsigned_v0","first_computed_at":"2026-07-30T01:21:34.221510Z"},"graph_snapshot":{"paper":{"title":"Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Chuhan Shi, Huamin Qu, Rui Sheng, Wenshuo Zhang, Yushi Sun, Zijian Xu, Zisen Qin","submitted_at":"2026-07-29T08:34:29Z","abstract_excerpt":"AI-assisted coding increasingly translates informal user intent into executable software, yet coding requests often contain ambiguities that recur in user-specific ways across tasks and sessions. Existing disambiguation methods typically address each ambiguous request in isolation within the current coding session, often through eliciting additional clarification. However, whether resolved session history from the same user can serve as memory for resolving recurring personalized ambiguity in a newly opened session remains underexplored. We formulate personalized ambiguity adaptation as a new "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.26611","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/2607.26611/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":"2607.26611","created_at":"2026-07-30T01:21:34.226530+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.26611v1","created_at":"2026-07-30T01:21:34.226530+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.26611","created_at":"2026-07-30T01:21:34.226530+00:00"},{"alias_kind":"pith_short_12","alias_value":"FBVDF5N5XELJ","created_at":"2026-07-30T01:21:34.226530+00:00"},{"alias_kind":"pith_short_16","alias_value":"FBVDF5N5XELJHNVZ","created_at":"2026-07-30T01:21:34.226530+00:00"},{"alias_kind":"pith_short_8","alias_value":"FBVDF5N5","created_at":"2026-07-30T01:21:34.226530+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/FBVDF5N5XELJHNVZR63QIIIA4F","json":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F.json","graph_json":"https://pith.science/api/pith-number/FBVDF5N5XELJHNVZR63QIIIA4F/graph.json","events_json":"https://pith.science/api/pith-number/FBVDF5N5XELJHNVZR63QIIIA4F/events.json","paper":"https://pith.science/paper/FBVDF5N5"},"agent_actions":{"view_html":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F","download_json":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F.json","view_paper":"https://pith.science/paper/FBVDF5N5","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.26611&json=true","fetch_graph":"https://pith.science/api/pith-number/FBVDF5N5XELJHNVZR63QIIIA4F/graph.json","fetch_events":"https://pith.science/api/pith-number/FBVDF5N5XELJHNVZR63QIIIA4F/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F/action/storage_attestation","attest_author":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F/action/author_attestation","sign_citation":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F/action/citation_signature","submit_replication":"https://pith.science/pith/FBVDF5N5XELJHNVZR63QIIIA4F/action/replication_record"}},"created_at":"2026-07-30T01:21:34.226530+00:00","updated_at":"2026-07-30T01:21:34.226530+00:00"}