{"as_of":"2026-08-08T20:38:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:934e659a71fd559ac2bad5ac4da7251b43adff7b8768af007e0e2e8f7043930e","coverage":[{"denominator":60,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":60,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T15:46:12.078210Z","state":"measured"},{"denominator":60,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":60,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2508.19558/citation-record","integrity":"/paper/2508.19558/integrity","json":"/paper/2508.19558/citation-record.json","paper":"/paper/2508.19558"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2024.12582","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.448957Z","title":"S ˆ ırbu, G","venue":null,"work_id":"10e6842b-adb5-4376-ac4d-69c279a778cc","year":2025},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.841371Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:d9eb6e000f71207a60e706c52deb0f659ddf3cc11afe9c155ca840573c32f80b","observation_id":"1b35f38a-202a-461a-be65-0b7c35e95cf5","resolution":{"observed_at":"2026-08-05T15:46:14.477903Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.eswa.2017.12.040","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:12.397847Z","title":"Sheneamer, S","venue":null,"work_id":"ff8516dd-379b-43d2-83df-87b724e7f097","year":2018},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.850429Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:110df4f890d4b17c22caefa68b23f4cbe8079013de3c3f513ba5d16b74494f71","observation_id":"5e712fd0-59e9-45b3-9baf-2a1b6e82dacc","resolution":{"observed_at":"2026-08-05T15:46:12.409080Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.414743Z","title":"Martinez-Gil, Source code clone detection using unsupervised sim- ilarity measures, in: International Conference on Software Quality, Springer, 2024, pp","venue":null,"work_id":"e0093276-c373-4bee-9593-2a7b22cbee28","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.873183Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:3efba1345066b0920540b89fb78f673471dddfabfee6c2ec71a804b293a494ee","observation_id":"eec00690-5193-4e18-a8fa-375461acccda","resolution":{"observed_at":"2026-08-05T15:46:16.431820Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.340457Z","title":"Sachdev, H","venue":null,"work_id":"6593031b-4216-455c-822f-dfbbf19f43b1","year":2018},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.894756Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:922d5916f02748c5f107942e0ecc869a5b8a57a4d5c045376842c3248097b707","observation_id":"eabadc26-2779-44bb-90dd-2f6e93500719","resolution":{"observed_at":"2026-08-05T15:46:16.350939Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.300521Z","title":null,"venue":null,"work_id":"ee387a46-2bc4-4c16-a786-4d3f17d3170c","year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.933608Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:b8cb1251dee235e1730c266226972fd654fdc4a6eb56bc307b68169a8e82cb11","observation_id":"139a3539-1ad3-4be2-b050-9b17977c9b4d","resolution":{"observed_at":"2026-08-05T15:46:16.312797Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.eswa.2019.04","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:12.343862Z","title":"Sudhamani, L","venue":null,"work_id":"d6f28b99-0824-42df-943c-bfb9ece10cac","year":2019},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.945250Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:e61af7dd80be9676823d4edf18455e66bd2b5f548a30e65bc0772fcae187862d","observation_id":"7e5aeb3b-bf2b-4317-adb1-7e97296c4ba1","resolution":{"observed_at":"2026-08-05T15:46:12.363508Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2025.12747","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.208995Z","title":null,"venue":null,"work_id":"a1a6a721-9aaf-45b1-a057-0e9e3fefdaa9","year":2025},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.962469Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9e2ae81e7116172c5da985c026c3aa5988073ddff6d5a57c683d66ffae65b560","observation_id":"68990fa6-a6b1-4de7-84a4-d458b75d114f","resolution":{"observed_at":"2026-08-05T15:46:14.255831Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.254492Z","title":null,"venue":null,"work_id":"57f4e66b-6db4-402a-a0a5-f470d08d2ab7","year":2019},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:10.975139Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:b191a013afb3c0809ce2913fbdf9d9ec7495e0199d9bce260b8149ce3ebd95e4","observation_id":"0cdc3406-9cf5-4936-9950-e6fa539fa7ff","resolution":{"observed_at":"2026-08-05T15:46:16.268844Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.215552Z","title":null,"venue":null,"work_id":"fddce1f7-1192-4c1e-85b8-ccde1e676c39","year":2019},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.000651Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:40bf83afb236caffdb7df64d8287ff6b3dcc9c70dcafe6793345d93a70d0a27e","observation_id":"67c038f9-2396-4e8a-b612-5ef4e05f7d8b","resolution":{"observed_at":"2026-08-05T15:46:16.224847Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.173304Z","title":"URL https://openai.com/blog/chatgpt/","venue":null,"work_id":"ccb0936e-db86-44c4-b8ca-ce407c39d1d5","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.012656Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:3b57651cfb34f28e15b9b74bb21fd82564c19d37b8e1ad43af95b482ab6b5409","observation_id":"2a42d357-39bb-4aa3-84b4-0159c8ff149f","resolution":{"observed_at":"2026-08-05T15:46:16.189694Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.122478Z","title":null,"venue":null,"work_id":"be17775d-f08a-470a-8140-f33e5f22e265","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.044427Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:b00615318e8ff25df5029c485c3b63fb510211fe4a66b83452ae167647d5ed43","observation_id":"e2b79f31-76cb-450d-a96f-2bafd1421440","resolution":{"observed_at":"2026-08-05T15:46:16.132357Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2102.04664","last_updated":"2021-03-16T08:28:37Z","snapshot_observed_at":"2026-07-06T10:39:42.676631Z","submitted_at":"2021-02-09T06:16:25Z","title":"CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.04664","snapshot_observed_at":"2026-08-05T15:46:11.070898Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.070898Z"},"links":{"cited_paper":"/paper/2102.04664","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:e42bcb34c6b926c071cf1ac07fed99eb4daa68d9c77a9a42ab832345f872d074","observation_id":"2a87f830-d53a-42c3-b565-7312e7d37749","resolution":{"observed_at":"2026-08-05T15:46:11.070898Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.079218Z","title":null,"venue":null,"work_id":"d7fc0303-3de1-4fcb-88e4-fe65b72bd5de","year":2016},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.103954Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:21a7413e7f23b9ff9ba46a8a30ef9471ce6b88d5a6b71ed20df0e61c4ded7e79","observation_id":"e8912a64-ae41-4e68-978f-25072e688d9e","resolution":{"observed_at":"2026-08-05T15:46:16.091768Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:16.052436Z","title":"Karimi, L","venue":null,"work_id":"8e660607-c8ce-4127-b23d-54a960afb77a","year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.134862Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:a5258a191d47008b28f2da91d5ed26c3a84701ac39592e5032f4520010b5d8f1","observation_id":"fd7e96ba-1a39-448d-9879-1343c3bd047c","resolution":{"observed_at":"2026-08-05T15:46:16.058660Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.05584","last_updated":"2024-02-08T11:36:23Z","snapshot_observed_at":"2026-08-05T04:02:05.823301Z","submitted_at":"2024-02-08T11:36:23Z","title":"AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes","version":1},"cited_work":{"arxiv_id":"2402.05584","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.05584","snapshot_observed_at":"2026-08-05T15:46:13.956520Z","title":"AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes","venue":"cs.CL","work_id":"282b4fd6-46d3-454c-8693-2416d28cc0ea","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.184751Z"},"links":{"cited_paper":"/paper/2402.05584","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:b8811fd4f76916af17c0e7682227d2a776c9ef1b44b66c2d1db070812570b828","observation_id":"daca85d9-e47b-4ffc-bb27-ccafb9bf756d","resolution":{"observed_at":"2026-08-05T15:46:13.975361Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.984953Z","title":"Fowler, Refactoring: improving the design of existing code, Addison- Wesley Professional, 2018","venue":null,"work_id":"fc928a8e-a21f-4a14-8e1d-57e44d6a0dfc","year":2018},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.210763Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:831ce89c4141c5684f971c38fceb7a169c80d72120447e690fd4bd6ecc1eb96f","observation_id":"155f5787-0a14-4aa2-9473-992dfbf760af","resolution":{"observed_at":"2026-08-05T15:46:15.994510Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.934750Z","title":null,"venue":null,"work_id":"3b3f2085-5863-481b-8ec0-7b827d002203","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.233254Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:aa04f9e77f1108ca7db7b86837b3f4e6a545b82dde5360d6883b3bfa03f6e570","observation_id":"b60e5adb-66dd-4912-894e-264063d74f88","resolution":{"observed_at":"2026-08-05T15:46:15.943521Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.04514","last_updated":"2024-06-03T06:50:26Z","snapshot_observed_at":"2026-08-06T02:46:31.229311Z","submitted_at":"2024-01-09T12:12:50Z","title":"Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search","version":2},"cited_work":{"arxiv_id":"2401.04514","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.04514","snapshot_observed_at":"2026-08-05T15:46:13.898865Z","title":"Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search","venue":"cs.SE","work_id":"f6839631-6532-46c9-83d8-004e1ba505e6","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.242124Z"},"links":{"cited_paper":"/paper/2401.04514","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:e8c2eb1352b5346f80d6594114bb18149c677b9cb5357331c3756a1ebbf4c8b7","observation_id":"7f3207d9-d299-431b-9f77-672c0d4606ed","resolution":{"observed_at":"2026-08-05T15:46:13.912869Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08806","last_updated":"2024-10-11T13:45:16Z","snapshot_observed_at":"2026-07-06T19:31:49.052556Z","submitted_at":"2024-10-11T13:45:16Z","title":"Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.08806","snapshot_observed_at":"2026-08-05T15:46:11.267655Z","title":"Cummins, V","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.267655Z"},"links":{"cited_paper":"/paper/2410.08806","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9fbe05a53822c53dcd63f46a7a8db627b54e92429bbfb5935cd4df8471fd4016","observation_id":"0d06b437-7365-4d25-940e-744074ab110b","resolution":{"observed_at":"2026-08-05T15:46:11.267655Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.883831Z","title":null,"venue":null,"work_id":"9d4ef482-f8e3-49b0-9c09-d723a04923b2","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.291875Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:5d9fb20cdb6b8b0fbbc485803b9511c6afb2e1f956e11d16893058f68c08b480","observation_id":"e2774a00-c1ae-42ff-9d99-f3374b112d49","resolution":{"observed_at":"2026-08-05T15:46:15.899388Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.812980Z","title":null,"venue":null,"work_id":"c45274d7-c19e-47fd-ae0d-616d7a76dd1f","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.301744Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:eafc2518f6938d19be01c3cd6dde8ba057d277d048a678f78bba0e104c0611d4","observation_id":"92c414b4-1195-490c-b9ba-c8bd14d88a1a","resolution":{"observed_at":"2026-08-05T15:46:15.832290Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.748000Z","title":null,"venue":null,"work_id":"1ee54fe0-4e75-42ba-9245-744b8df44052","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.317601Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:64aa9fa6dd43b16b45ae8b3a9b3d3885f4a29954d9ab1973e9ca45cfa66f6a5d","observation_id":"bb31c1d6-7d25-4207-8b29-40210e273abc","resolution":{"observed_at":"2026-08-05T15:46:15.764806Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.15700","last_updated":"2024-09-24T03:30:19Z","snapshot_observed_at":"2026-07-06T19:20:55.427960Z","submitted_at":"2024-09-24T03:30:19Z","title":"Making Text Embedders Few-Shot Learners","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.15700","snapshot_observed_at":"2026-08-05T15:46:11.351840Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.351840Z"},"links":{"cited_paper":"/paper/2409.15700","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:d3d8d7a1842ff5c2d219e69069daf10ea0a6495dcda53e13df6e3720889757a8","observation_id":"c787e5ce-be24-48bc-b248-5e61361b84aa","resolution":{"observed_at":"2026-08-05T15:46:11.351840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-08-08T11:58:24.516369Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-05T15:46:11.370923Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.370923Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:4ae3de30b5d67693853b0d830a4e68855eec6aceecbf1d88e0daa90c16381618","observation_id":"db1da328-8d19-4608-b744-3d718e29ebce","resolution":{"observed_at":"2026-08-05T15:46:11.370923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.706241Z","title":"DePalma, I","venue":null,"work_id":"0cbdfb00-4d70-4834-ad30-0cfbe73d4237","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.394825Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:eace427ccaa7b16a8e35566214bc40a0dfedc9763233c62fe6343ce602bb376b","observation_id":"d9a207ee-944a-45bb-91ad-461d39793151","resolution":{"observed_at":"2026-08-05T15:46:15.720081Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:11.408723Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.408723Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:6ba12f1fea5bef677a9732bbd214314efecb84f81cffc399f677e9eb4fa39a54","observation_id":"cf7e5fb4-fd83-49d3-a826-47896f148050","resolution":{"observed_at":"2026-08-05T15:46:11.408723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.562624Z","title":null,"venue":null,"work_id":"a6771726-965b-4cce-bd3b-7e7df04f8109","year":2025},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.422516Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9c289a8466cf3893fdc6bc2b24d3ad5b484cb49e4000850041deadac4cf29826","observation_id":"cb0760a5-6772-4ed5-a6c2-8165f71f0c11","resolution":{"observed_at":"2026-08-05T15:46:15.587669Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:11.433765Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.433765Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:8359c0ba87431222aa45833d4d7165c0ad78fd9a4fdcf8579fa22569aa13d7d0","observation_id":"4124e338-a6a1-486d-a384-1d4f5453b136","resolution":{"observed_at":"2026-08-05T15:46:11.433765Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:11.450699Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.450699Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:f2bc7dad71c9d89fabfe81f0478b5c6447733b6480a7be2bd92c8b7b2caa1715","observation_id":"55ec24b2-b331-401a-b860-c04b113decdd","resolution":{"observed_at":"2026-08-05T15:46:11.450699Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.12950","last_updated":"2024-01-31T19:47:26Z","snapshot_observed_at":"2026-07-06T16:10:07.931347Z","submitted_at":"2023-08-24T17:39:13Z","title":"Code Llama: Open Foundation Models for Code","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.12950","snapshot_observed_at":"2026-08-05T15:46:11.462339Z","title":"Rozi` ere, J","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.462339Z"},"links":{"cited_paper":"/paper/2308.12950","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:bb3c0d9244fcfc7b2db0aba800c0f8c07b9214c824daf1e0567957536ffec9c9","observation_id":"be89824b-cd79-416a-9ddf-c612d6539340","resolution":{"observed_at":"2026-08-05T15:46:11.462339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.12186","last_updated":"2024-11-12T13:24:25Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-09-18T17:57:57Z","title":"Qwen2.5-Coder Technical Report","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.12186","snapshot_observed_at":"2026-08-05T15:46:11.470810Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.470810Z"},"links":{"cited_paper":"/paper/2409.12186","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:ef9806ffe0a267f9944144ba2c4baed958dfb8e4cf1899fd1e9f46cdcd6d1c75","observation_id":"b61742d5-05d4-4613-a094-87701dac36ac","resolution":{"observed_at":"2026-08-05T15:46:11.470810Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.473205Z","title":null,"venue":null,"work_id":"01950962-9b88-4d16-9565-2a7ba0eb61fe","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.494743Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:3270a2187aa6f2b8a0f6636571855dbdb125b7e84cc683a7a4cdb9cbd75bbb1a","observation_id":"e6573289-40e5-41b6-806a-b64a30905d38","resolution":{"observed_at":"2026-08-05T15:46:15.513187Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.389658Z","title":"Zhang, W","venue":null,"work_id":"38074b1d-c462-4e55-851a-82a3c275e8c9","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.518703Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:c3d8e21d25abfb79ba455547c4d4fea86deec1f64785b2e440990593f227f81c","observation_id":"72733d73-9da2-4b01-881a-33c31cddadcc","resolution":{"observed_at":"2026-08-05T15:46:15.420915Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1908.10084","last_updated":"2019-08-27T08:50:17Z","snapshot_observed_at":"2026-07-06T08:17:05.681370Z","submitted_at":"2019-08-27T08:50:17Z","title":"Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.10084","snapshot_observed_at":"2026-08-05T15:46:11.534740Z","title":"Reimers, I","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.534740Z"},"links":{"cited_paper":"/paper/1908.10084","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:7eeb698ef6c7c69434e8e4ffd6757359696cc66bf944fc3abf6316c9aeb631d1","observation_id":"796d4b62-a5da-415a-9a2f-03aa3b752ebf","resolution":{"observed_at":"2026-08-05T15:46:11.534740Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2022.11760","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:13.364748Z","title":"Kovaˇ cevi´ c, J","venue":null,"work_id":"4c1aad38-88ee-4b50-b084-4f02201fd25a","year":2022},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.564746Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:165ee6219d9526d574132b6c20dc0b22fdd9c17252fefd392f5173706cb67567","observation_id":"459f35d5-858a-4fd6-8874-5413b9146198","resolution":{"observed_at":"2026-08-05T15:46:13.411745Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.07316","last_updated":"2023-03-19T13:37:01Z","snapshot_observed_at":"2026-07-06T14:04:58.943383Z","submitted_at":"2022-10-13T19:42:08Z","title":"MTEB: Massive Text Embedding Benchmark","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.07316","snapshot_observed_at":"2026-08-05T15:46:11.604744Z","title":"Muennighoff, N","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.604744Z"},"links":{"cited_paper":"/paper/2210.07316","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:53c98652134a2c9d40ab78bd47de8959a297812c5d556b7a0af895b08bdddfb3","observation_id":"3a0993d1-0e54-47f6-a606-6c8bfeedfe2c","resolution":{"observed_at":"2026-08-05T15:46:11.604744Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:11.634745Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.634745Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:e9b1bba8973d92d88d6ead0452ec358753c7c76096e07317929dbbe3693a1c81","observation_id":"04689f45-4a99-4495-8607-aaf218ff3b83","resolution":{"observed_at":"2026-08-05T15:46:11.634745Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1904.03061","last_updated":"2019-04-05T13:37:42Z","snapshot_observed_at":"2026-07-06T07:44:11.970848Z","submitted_at":"2019-04-05T13:37:42Z","title":"A Literature Study of Embeddings on Source Code","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1904.03061","snapshot_observed_at":"2026-08-05T15:46:11.662441Z","title":null,"venue":null,"work_id":null,"year":1904},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.662441Z"},"links":{"cited_paper":"/paper/1904.03061","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:1edf525d0f6bd08347a00b0af3eaf3d53a3588152ee0cf9de1eabc6cffccaf78","observation_id":"93b0d190-a0b7-42d1-95a9-a9d5ee477484","resolution":{"observed_at":"2026-08-05T15:46:11.662441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2020.11434","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:13.084975Z","title":null,"venue":null,"work_id":"779d0e2a-1806-47d6-a813-d4193a5f04a8","year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.699157Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:309437d04ec386aab11b5c9d9fa6ef6467c1b87ec25a46ac3c343bb550ae2214","observation_id":"9e49f416-0338-40d7-8c7e-be5167e8c0a7","resolution":{"observed_at":"2026-08-05T15:46:13.103240Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.308993Z","title":null,"venue":null,"work_id":"b3900607-aceb-4126-a456-e17322111c49","year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.736448Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:dbc2f49db84ecbb21d333686c636f55558e8ae8972bb8c241339391fa3afc2d2","observation_id":"8bec1ed7-80ba-4593-a998-38868ff3f408","resolution":{"observed_at":"2026-08-05T15:46:15.333077Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:11.746830Z","title":"Huang, D","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.746830Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:5cc40c74877ec6a7b752aeb846ae5575a79b990440b3dd1c54b753f2dfb80381","observation_id":"85757d49-f230-464f-a1a3-ec466627352c","resolution":{"observed_at":"2026-08-05T15:46:11.746830Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.03004","last_updated":"2023-11-06T07:16:58Z","snapshot_observed_at":"2026-07-06T14:59:03.634181Z","submitted_at":"2023-03-06T10:08:51Z","title":"xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.03004","snapshot_observed_at":"2026-08-05T15:46:11.759847Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.759847Z"},"links":{"cited_paper":"/paper/2303.03004","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:b1e5809b991a396e64102781bc1ca068b8e62f955be3cb6b528dacce4a3d3343","observation_id":"6e1d930d-0110-410b-8f24-ae436af7f895","resolution":{"observed_at":"2026-08-05T15:46:11.759847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.238057Z","title":null,"venue":null,"work_id":"50bfc5ae-6ca9-4c77-b3ff-62df3b7f9b14","year":2020},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.769040Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:8ff1d868550053d27fe6751d5aea5fc0a7a7c6b84ed4c4f5f263622ec525cb01","observation_id":"520539d7-ef51-4634-8657-e6567ee255c5","resolution":{"observed_at":"2026-08-05T15:46:15.253082Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.189022Z","title":null,"venue":null,"work_id":"b5c6f34e-ead6-49c0-a77f-6b7c10b4eb27","year":2025},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.780931Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:367beb0c9190549bd01466fd8a298611f58a7adbcc67c0686544fa6b40f3bc58","observation_id":"80b6ef0c-3865-45a7-a45c-1a288e9e3b3b","resolution":{"observed_at":"2026-08-05T15:46:15.203825Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03216","last_updated":"2025-12-12T11:26:32Z","snapshot_observed_at":"2026-07-06T17:25:35.493362Z","submitted_at":"2024-02-05T17:26:49Z","title":"M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03216","snapshot_observed_at":"2026-08-05T15:46:11.813899Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.813899Z"},"links":{"cited_paper":"/paper/2402.03216","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:cc42b38dca45edbcd662b72db91e8712483297664d740303369b1464c607eeae","observation_id":"090cb170-46a2-419e-99cd-38c4c1285a6d","resolution":{"observed_at":"2026-08-05T15:46:11.813899Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.07597","last_updated":"2024-09-24T03:01:25Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-14T10:57:50Z","title":"C-Pack: Packed Resources For General Chinese Embeddings","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.07597","snapshot_observed_at":"2026-08-05T15:46:11.848906Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.848906Z"},"links":{"cited_paper":"/paper/2309.07597","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9fa001480acc9b23c4d1ba7e3b3924f0e2886e381ef9a1771a8a7394f9f66e8c","observation_id":"3ce989c9-bb04-4b35-9492-7b709594fd3a","resolution":{"observed_at":"2026-08-05T15:46:11.848906Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.09980","last_updated":"2023-09-04T01:57:22Z","snapshot_observed_at":"2026-07-06T16:20:04.775700Z","submitted_at":"2023-09-04T01:57:22Z","title":"Code Representation Pre-training with Complements from Program Executions","version":1},"cited_work":{"arxiv_id":"2309.09980","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.09980","snapshot_observed_at":"2026-08-05T15:46:12.679212Z","title":"Code Representation Pre-training with Complements from Program Executions","venue":"cs.SE","work_id":"7e7db8cc-4de0-4c31-b859-fcb4d431367a","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.856427Z"},"links":{"cited_paper":"/paper/2309.09980","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:0989ba669277cf1383bc28fc9aa98ef68dae35b38935143f54c2dec59031669b","observation_id":"cfcd44ac-26e7-4f79-b907-bd325b3a33f0","resolution":{"observed_at":"2026-08-05T15:46:12.698861Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.133909Z","title":"Ragkhitwetsagul, J","venue":null,"work_id":"969c13ae-b0b0-4c9d-adc3-88f04fbaffc0","year":2018},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.881129Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:f334a21a0c554c4f7c1e32fe02093cc89bbc0370c68dd8a0819f36804c76b837","observation_id":"a1f8a186-c550-402d-a309-aea02770d0e1","resolution":{"observed_at":"2026-08-05T15:46:15.149658Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:15.071386Z","title":"Kartal, E","venue":null,"work_id":"ffe6ab33-e207-4c0b-a890-52185f99665d","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.899268Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:d4da632440b612085eee92a1dc006150eb09e72933973b4d57548357f2b09818","observation_id":"8231ee68-72ae-4452-863f-ee9c75d05909","resolution":{"observed_at":"2026-08-05T15:46:15.096048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.990123Z","title":null,"venue":null,"work_id":"f845cb1f-5c50-481e-b7fb-ad12bf0d7baa","year":2007},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.913654Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:1bea8d8e2f997b789b1ac280514d30093fe043ec74a4a8447991a16e124ba662","observation_id":"3d0c49e5-52d7-41f8-aad4-25f5a520dee5","resolution":{"observed_at":"2026-08-05T15:46:15.009524Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.917533Z","title":"Svajlenko, J","venue":null,"work_id":"f68b0e4e-5cd1-4fff-8dc1-3615b7277d55","year":2014},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.921184Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:8d7e30d67f81fda5591b2366653a8ad19f74e1d89c3e0952a1b3271cf3464f58","observation_id":"19e6b950-00dd-47e0-9a04-bd8ca57a7b94","resolution":{"observed_at":"2026-08-05T15:46:14.932447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.839362Z","title":"Nashaat, R","venue":null,"work_id":"85ca3e91-fc87-4e1e-aaf4-963c5035f8cd","year":2025},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.931358Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:43fe199304cc1097b663ec30078e0cd1fe6e6bc271c9e27ada231779ada248a4","observation_id":"dd140e75-3fbc-45c4-898b-2c26cb3025e5","resolution":{"observed_at":"2026-08-05T15:46:14.850177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.14611","last_updated":"2024-11-21T22:24:47Z","snapshot_observed_at":"2026-07-06T19:54:05.139608Z","submitted_at":"2024-11-21T22:24:47Z","title":"CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.14611","snapshot_observed_at":"2026-08-05T15:46:11.946493Z","title":"Mathai, K","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.946493Z"},"links":{"cited_paper":"/paper/2411.14611","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:56a04b6b14eecbadcd8986b4af7fddc6a1ff574109dd65f5b09ffb4fb183c6ea","observation_id":"03557c78-3f3a-4e16-966e-d3ca62512c95","resolution":{"observed_at":"2026-08-05T15:46:11.946493Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2201.10005","last_updated":"2022-01-24T23:36:20Z","snapshot_observed_at":"2026-07-06T12:30:51.934079Z","submitted_at":"2022-01-24T23:36:20Z","title":"Text and Code Embeddings by Contrastive Pre-Training","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.10005","snapshot_observed_at":"2026-08-05T15:46:11.964743Z","title":"Neelakantan, T","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.964743Z"},"links":{"cited_paper":"/paper/2201.10005","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:09328b405e5b6275842f3bc173ffc4f7844420857affb23d96231b34da2e45b5","observation_id":"31ca980c-85ff-428f-9e2d-4b255d2843b4","resolution":{"observed_at":"2026-08-05T15:46:11.964743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.748941Z","title":null,"venue":null,"work_id":"21a3e847-f6a2-4b84-827f-970af9e3a4c8","year":2024},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.982728Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:18fd250c8d6dd5e62feea3b86e90250cfd74c4bbf881843f1ba36a9748c7b9e6","observation_id":"5308a711-1cd4-4511-8430-6a6d150f46fd","resolution":{"observed_at":"2026-08-05T15:46:14.774068Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.684287Z","title":"Evtikhiev, E","venue":null,"work_id":"b7e5f837-296b-4961-aedb-94da4cdd0257","year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:11.993464Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9abe4c1c35f7232a499d35c37614308643ef69b42fab69e26d09a29bdb3cc8ad","observation_id":"526b5b11-f5d6-40d3-85bd-2931c5f3a621","resolution":{"observed_at":"2026-08-05T15:46:14.700811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:12.017160Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:12.017160Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:23a0477ede326f3f9e3c9ec4861c8f3732183862a4bf48449168d3783ea5387e","observation_id":"33166a40-c616-43ef-9a00-9367170ca516","resolution":{"observed_at":"2026-08-05T15:46:12.017160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2009.10297","last_updated":"2020-09-27T04:07:11Z","snapshot_observed_at":"2026-08-01T07:33:26.380394Z","submitted_at":"2020-09-22T03:10:49Z","title":"CodeBLEU: a Method for Automatic Evaluation of Code Synthesis","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2009.10297","snapshot_observed_at":"2026-08-05T15:46:12.034152Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:12.034152Z"},"links":{"cited_paper":"/paper/2009.10297","citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:80950066a3b7a7a63243162a5a34f4142661ef5f9728f1faa5e859b605a3810b","observation_id":"7779907a-5ce5-4eca-893f-a927945637bc","resolution":{"observed_at":"2026-08-05T15:46:12.034152Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.614741Z","title":null,"venue":null,"work_id":"51eb7f1c-d531-4029-b490-d32cc4dafce0","year":2020},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:12.059568Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:9ad3ea25e19a851c0759528f7dde8b4ef197e77e702766bc3b88d22db6cb65bd","observation_id":"834d7f62-b2b5-4f85-a4d7-0a0d217aae6e","resolution":{"observed_at":"2026-08-05T15:46:14.639909Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:46:14.548326Z","title":"generate a set of test inputs","venue":null,"work_id":"98822c86-0ff8-40dc-b33d-5660397f0cd4","year":1900},"citing_paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-05T15:46:12.078210Z"},"links":{"citing_paper":"/paper/2508.19558"},"observation_digest":"sha256:3eab46b85ef929b28ecc309cdf3f290bc648e8ede2fccf692d647ac8e51e37c1","observation_id":"b5cdebc8-f216-42fa-89d2-c3cb909e400d","resolution":{"observed_at":"2026-08-05T15:46:14.576157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.19558","last_updated":"2025-08-27T04:17:02Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-08T02:53:01.517161Z","submitted_at":"2025-08-27T04:17:02Z","title":"Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking"},"reference_resolution":{"displayed":60,"state_counts":{"malformed_identifier":1,"metadata_mismatch":4,"parse_uncertain":0,"unresolved":37,"verified_exact":5,"verified_fuzzy":13},"total_outbound_references":60},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.19558."}