{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:T2373ROWE2SM4VT2VOT2ZTTADN","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":"67169828f23e442543fbc9552a5d13b35d862336ac1ed268c80ce841636c0ac9","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-06-03T15:20:06Z","title_canon_sha256":"f123938576cd2cdbf09507921f53183c64108087f7260506a8d01d57f0f7665b"},"schema_version":"1.0","source":{"id":"2406.01422","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.01422","created_at":"2026-07-05T10:39:19Z"},{"alias_kind":"arxiv_version","alias_value":"2406.01422v2","created_at":"2026-07-05T10:39:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.01422","created_at":"2026-07-05T10:39:19Z"},{"alias_kind":"pith_short_12","alias_value":"T2373ROWE2SM","created_at":"2026-07-05T10:39:19Z"},{"alias_kind":"pith_short_16","alias_value":"T2373ROWE2SM4VT2","created_at":"2026-07-05T10:39:19Z"},{"alias_kind":"pith_short_8","alias_value":"T2373ROW","created_at":"2026-07-05T10:39:19Z"}],"graph_snapshots":[{"event_id":"sha256:c6ed5f37a59fd5fecddc9e6d3d79e40821fe2a05084f83e5cde772279a854d42","target":"graph","created_at":"2026-07-05T10:39:19Z","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/2406.01422/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents Alibaba LingmaAgent, a novel Automated Software Engineering method designed to comprehensively understand and utilize whole software repositories for issue resolution. Deployed in TONGYI Lingma, an IDE-based coding assistant developed by Alibaba Cloud, LingmaAgent addresses the limitations of existing LLM-based agents that primarily focus on local code information. Our approach introduces a top-down method to condense critical repository information into a knowledge graph, reducing complexity, and employs a Monte Carlo tree search based strategy enabling agents to explore a","authors_text":"Binhua Li, Fei Huang, Qingping Yang, Rongyu Cao, Yingwei Ma, Yongbin Li","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-06-03T15:20:06Z","title":"Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.01422","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":"sha256:697e054c1018b631fed1c95e2b8744ed5443fcd5aae1ec7724b5a2b1e5e3b30c","target":"record","created_at":"2026-07-05T10:39:19Z","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":"67169828f23e442543fbc9552a5d13b35d862336ac1ed268c80ce841636c0ac9","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-06-03T15:20:06Z","title_canon_sha256":"f123938576cd2cdbf09507921f53183c64108087f7260506a8d01d57f0f7665b"},"schema_version":"1.0","source":{"id":"2406.01422","kind":"arxiv","version":2}},"canonical_sha256":"9eb7fdc5d626a4ce567aaba7acce601b6e62f1cd2250a0089414c7ff77cb1c50","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9eb7fdc5d626a4ce567aaba7acce601b6e62f1cd2250a0089414c7ff77cb1c50","first_computed_at":"2026-07-05T10:39:19.235923Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:39:19.235923Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kRvsSKL6/wvzxCfhvGAxtM81dmO6XHvmujd00Jy01Xvay95ojmnbub1gOv22cykUPrVQAygdGLbsDKx6MOTjBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:39:19.236410Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.01422","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:697e054c1018b631fed1c95e2b8744ed5443fcd5aae1ec7724b5a2b1e5e3b30c","sha256:c6ed5f37a59fd5fecddc9e6d3d79e40821fe2a05084f83e5cde772279a854d42"],"state_sha256":"8555f9734db7a0eb075c64a892711f3ce3597b8abd2163469c5e81fc700d9ca2"}