{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:GAIFV6HWBHEB4EHAEGAOFIU5CM","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":"4425aa85d7ec2c252975373f6662ea2d09952a0f691c0c84e6a284fa5f1396f6","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-03-12T05:55:01Z","title_canon_sha256":"33383290af82edf5977851a6986892270ef73fb75993388ba2592576ea67801c"},"schema_version":"1.0","source":{"id":"2503.09089","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.09089","created_at":"2026-07-05T10:55:32Z"},{"alias_kind":"arxiv_version","alias_value":"2503.09089v2","created_at":"2026-07-05T10:55:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.09089","created_at":"2026-07-05T10:55:32Z"},{"alias_kind":"pith_short_12","alias_value":"GAIFV6HWBHEB","created_at":"2026-07-05T10:55:32Z"},{"alias_kind":"pith_short_16","alias_value":"GAIFV6HWBHEB4EHA","created_at":"2026-07-05T10:55:32Z"},{"alias_kind":"pith_short_8","alias_value":"GAIFV6HW","created_at":"2026-07-05T10:55:32Z"}],"graph_snapshots":[{"event_id":"sha256:4cf4b0ccb2f9cf465e7fff60e8a0e2a967e2e6979eb0a5e62a34b9717e4eb7e1","target":"graph","created_at":"2026-07-05T10:55:32Z","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/2503.09089/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Code localization--identifying precisely where in a codebase changes need to be made--is a fundamental yet challenging task in software maintenance. Existing approaches struggle to efficiently navigate complex codebases when identifying relevant code sections. The challenge lies in bridging natural language problem descriptions with the appropriate code elements, often requiring reasoning across hierarchical structures and multiple dependencies. We introduce LocAgent, a framework that addresses code localization through graph-based representation. By parsing codebases into directed heterogeneo","authors_text":"Arman Cohan, Fang Wu, Gangda Deng, Jialong Wu, Viktor Prasanna, Xiangru Tang, Xingyao Wang, Zhaoling Chen, Zhiwei Jiang","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-03-12T05:55:01Z","title":"LocAgent: Graph-Guided LLM Agents for Code Localization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.09089","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":"sha256:53802b71ebf4defae7ee83ad06882f56f1bd7320afd47a28cf673d545dc82ef2","target":"record","created_at":"2026-07-05T10:55:32Z","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":"4425aa85d7ec2c252975373f6662ea2d09952a0f691c0c84e6a284fa5f1396f6","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-03-12T05:55:01Z","title_canon_sha256":"33383290af82edf5977851a6986892270ef73fb75993388ba2592576ea67801c"},"schema_version":"1.0","source":{"id":"2503.09089","kind":"arxiv","version":2}},"canonical_sha256":"30105af8f609c81e10e02180e2a29d133ce71aacc9dc8ce6372c83550d10a032","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"30105af8f609c81e10e02180e2a29d133ce71aacc9dc8ce6372c83550d10a032","first_computed_at":"2026-07-05T10:55:32.184369Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:55:32.184369Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8nojw7JnyAcUK/gVPulykfaUrPkaO0VN/rWzmLC1xS+8ILo8mPL3Bk+cuyszlGJJt09/aku5Av8W9eIhE6S6CQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:55:32.184854Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.09089","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:53802b71ebf4defae7ee83ad06882f56f1bd7320afd47a28cf673d545dc82ef2","sha256:4cf4b0ccb2f9cf465e7fff60e8a0e2a967e2e6979eb0a5e62a34b9717e4eb7e1"],"state_sha256":"132950f80e9ff5aa025878130acc0177d82a0c1f5589e5bdee8090a6a11be456"}