{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:5E3VCU3P2CENEMMXNXN7RVIS64","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":"6ac0e5d1bdee93de1f0a19c4bc3f33912cf5cf631d758c260c0158ce2a0b89ce","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-09T14:12:43Z","title_canon_sha256":"0c3084b28547b2ad14a7b036fbff0866d37c2c7b08c7f3a6376e8b6205706886"},"schema_version":"1.0","source":{"id":"2501.05255","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.05255","created_at":"2026-07-05T10:53:14Z"},{"alias_kind":"arxiv_version","alias_value":"2501.05255v2","created_at":"2026-07-05T10:53:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.05255","created_at":"2026-07-05T10:53:14Z"},{"alias_kind":"pith_short_12","alias_value":"5E3VCU3P2CEN","created_at":"2026-07-05T10:53:14Z"},{"alias_kind":"pith_short_16","alias_value":"5E3VCU3P2CENEMMX","created_at":"2026-07-05T10:53:14Z"},{"alias_kind":"pith_short_8","alias_value":"5E3VCU3P","created_at":"2026-07-05T10:53:14Z"}],"graph_snapshots":[{"event_id":"sha256:73d0e0290cce562c59b61436d16f156414f4370b576393e2d880130a5b9de9f4","target":"graph","created_at":"2026-07-05T10:53:14Z","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/2501.05255/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"API-driven chatbot systems are increasingly integral to software engineering applications, yet their effectiveness hinges on accurately generating and executing API calls. This is particularly challenging in scenarios requiring multi-step interactions with complex parameterization and nested API dependencies. Addressing these challenges, this work contributes to the evaluation and assessment of AI-based software development through three key advancements: (1) the introduction of a novel dataset specifically designed for benchmarking API function selection, parameter generation, and nested API ","authors_text":"Andrey Boytsov, Anne Goujon, Cedric Lothritz, Jacques Klein, Saad Ezzini, Tegawend\\'e F. Bissyand\\'e, Ulrick Ble, Xunzhu Tang, Yewei Song","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-09T14:12:43Z","title":"CallNavi, A Challenge and Empirical Study on LLM Function Calling and Routing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.05255","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":"sha256:2554dec2db61fb20bf8fcdea6cc2d65255bfde0a047d130ef9330b4de36c66b7","target":"record","created_at":"2026-07-05T10:53:14Z","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":"6ac0e5d1bdee93de1f0a19c4bc3f33912cf5cf631d758c260c0158ce2a0b89ce","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-09T14:12:43Z","title_canon_sha256":"0c3084b28547b2ad14a7b036fbff0866d37c2c7b08c7f3a6376e8b6205706886"},"schema_version":"1.0","source":{"id":"2501.05255","kind":"arxiv","version":2}},"canonical_sha256":"e93751536fd088d231976ddbf8d512f730014f232f44a8b47a83baa762b5d20e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e93751536fd088d231976ddbf8d512f730014f232f44a8b47a83baa762b5d20e","first_computed_at":"2026-07-05T10:53:14.857214Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:53:14.857214Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OXG0Bepoiuitn7y8EMMwPU0tD5Dow1Rz3cPd0YfS8oum7tzuPVwwVbqstksWD4aLj1x61hFr7/Ut/1CUkCL2Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T10:53:14.857769Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.05255","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2554dec2db61fb20bf8fcdea6cc2d65255bfde0a047d130ef9330b4de36c66b7","sha256:73d0e0290cce562c59b61436d16f156414f4370b576393e2d880130a5b9de9f4"],"state_sha256":"cc65dad624b87c2303df232767f712e3fdfa89fd09b5467c95e72c0150102e56"}