{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/code/parse-value","entry":"parse_value","source":"Syntology graph, per-sample; not an archive number","read_at":"2026-09-24T18:15:14+00:00","claim":"Names are grouped by exact entry-name string. Same-named routines are NOT asserted to be equivalent; 'ran' means executed on a synthesized fixture, not correctness. n_samples_ran = sum of by_status over every status except 'unverified' (ran_draft_wrong and ran_fixture are failures of Syntology's instrument, not of the code); n_papers_ran = papers with at least one such sample.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"},"n_papers":7,"n_papers_ran":3,"units":"n_samples, n_samples_ran, n_samples_fingerprinted and by_status count distinct code bodies (code_sha256); n_places and n_places_pointer_only count places, one per (paper, code body) pair, which is also the unit of the samples list","n_samples":6,"n_samples_ran":3,"n_samples_fingerprinted":2,"n_places":7,"n_places_pointer_only":2,"by_status":{"ran_honours":2,"ran_violates":0,"ran_draft_wrong":0,"ran_fixture":0,"ran":1,"unverified":3},"syntology":{"atlas_url":null,"mcp":null,"mcp_per_sample":{"tool":"get_code","arguments_in":"samples[].mcp_get_code"},"developers":"https://syntology.ai/developers"},"samples":[{"arxiv_id":"2605.21404","paper":"/paper/arxiv-2605-21404","title":"What Twelve LLM Agent Benchmark Papers Disclose About Themselves: A Pilot Audit and an Open Scoring Schema","date":null,"month_inferred_from_arxiv_id":"2026-05","title_source":"syntology","repo":"mahdinaser/reprobe-audit","path":"score_corpus.py","file_url":"https://github.com/mahdinaser/reprobe-audit/blob/HEAD/score_corpus.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":null,"behaviour_fingerprint":true,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"30b8cdd7b083efd5","mcp_get_code":{"code_sha256":"30b8cdd7b083efd5"}},{"arxiv_id":"2503.10150","paper":"/paper/retrieval-augmented-generation-with-1","title":"Retrieval-Augmented Generation with Hierarchical Knowledge","date":"2025-03-13","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"hhy-huang/HiRAG","path":"hirag/_utils.py","file_url":"https://github.com/hhy-huang/HiRAG/blob/HEAD/hirag/_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"da80c1396be65c39","mcp_get_code":{"code_sha256":"da80c1396be65c39"}},{"arxiv_id":"2406.19076","paper":"/paper/refinable-modeling-for-unbinned-smeft","title":"Refinable modeling for unbinned SMEFT analyses","date":null,"month_inferred_from_arxiv_id":"2024-06","title_source":"archive","repo":"hephyanalysissw/bpt","path":"bpt_training.py","file_url":"https://github.com/hephyanalysissw/bpt/blob/HEAD/bpt_training.py","status":"ran_honours","verification_level":1,"contract_check":"HONOURS","metamorphic_tier":"well_formed","behaviour_fingerprint":true,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"282345390f9b7443","mcp_get_code":{"code_sha256":"282345390f9b7443"}},{"arxiv_id":"2404.16130","paper":"/paper/from-local-to-global-a-graph-rag-approach-to","title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","date":"2024-04-24","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"gusye1234/nano-graphrag","path":"nano_graphrag/_utils.py","file_url":"https://github.com/gusye1234/nano-graphrag/blob/HEAD/nano_graphrag/_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"da80c1396be65c39","mcp_get_code":{"code_sha256":"da80c1396be65c39"}},{"arxiv_id":"2404.10150","paper":"/paper/tabsqlify-enhancing-reasoning-capabilities-of","title":"TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition","date":"2024-04-15","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"mahadi-nahid/tabsqlify","path":"utils/extraction_from_sql.py","file_url":"https://github.com/mahadi-nahid/tabsqlify/blob/HEAD/utils/extraction_from_sql.py","status":"ran","verification_level":1,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"20e6bf91068797e9","mcp_get_code":{"code_sha256":"20e6bf91068797e9"}},{"arxiv_id":"2403.19904","paper":"/paper/fully-geometric-panoramic-localization","title":"Fully Geometric Panoramic Localization","date":"2024-03-29","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"82magnolia/panoramic-localization","path":"parse_utils.py","file_url":"https://github.com/82magnolia/panoramic-localization/blob/HEAD/parse_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"Apache-2.0","inline_ok":true,"code_sha256_prefix":"a6cb944a5fc971a0","mcp_get_code":{"code_sha256":"a6cb944a5fc971a0"}},{"arxiv_id":"2206.13424","paper":"/paper/benchopt-reproducible-efficient-and","title":"Benchopt: Reproducible, efficient and collaborative optimization benchmarks","date":"2022-06-27","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"benchopt/benchopt","path":"benchopt/config.py","file_url":"https://github.com/benchopt/benchopt/blob/HEAD/benchopt/config.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"BSD-3-Clause","inline_ok":true,"code_sha256_prefix":"76f11a61835fb1c6","mcp_get_code":{"code_sha256":"76f11a61835fb1c6"}}]}