{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:L5UTBG66GS2KXUO2RKWU5ZDSCA","short_pith_number":"pith:L5UTBG66","canonical_record":{"source":{"id":"2302.01973","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-02-03T19:47:22Z","cross_cats_sorted":["cs.CL","cs.PL"],"title_canon_sha256":"15bc0b81e9cdcaae3341c4d72db76c31e603f8c3df13ff2999f5c14a3cd8760e","abstract_canon_sha256":"befde9a7dca4caf32b252c9f7ff874c7204f1016ef90e521d4059a86c6c5e808"},"schema_version":"1.0"},"canonical_sha256":"5f69309bde34b4abd1da8aad4ee472100c7394716b8e24f25a2195897ae386c2","source":{"kind":"arxiv","id":"2302.01973","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.01973","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"arxiv_version","alias_value":"2302.01973v3","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.01973","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_12","alias_value":"L5UTBG66GS2K","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_16","alias_value":"L5UTBG66GS2KXUO2","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_8","alias_value":"L5UTBG66","created_at":"2026-07-05T06:13:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:L5UTBG66GS2KXUO2RKWU5ZDSCA","target":"record","payload":{"canonical_record":{"source":{"id":"2302.01973","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-02-03T19:47:22Z","cross_cats_sorted":["cs.CL","cs.PL"],"title_canon_sha256":"15bc0b81e9cdcaae3341c4d72db76c31e603f8c3df13ff2999f5c14a3cd8760e","abstract_canon_sha256":"befde9a7dca4caf32b252c9f7ff874c7204f1016ef90e521d4059a86c6c5e808"},"schema_version":"1.0"},"canonical_sha256":"5f69309bde34b4abd1da8aad4ee472100c7394716b8e24f25a2195897ae386c2","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:13:19.312186Z","signature_b64":"28vXFKLxYz+ek5lFCdDtmz7Flccd8Byre2RMHIzfJLBpORV0q7fCIOjn28pnR4DtnRqkYTlLeX4wfOdqIrIeAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5f69309bde34b4abd1da8aad4ee472100c7394716b8e24f25a2195897ae386c2","last_reissued_at":"2026-07-05T06:13:19.311603Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:13:19.311603Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2302.01973","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:13:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"j+y3QtlHjL9Ev9LQJB+DUlPujqzzsZ6lNK91aXM+EtBGVT7uoYeSaQjWSrt3KGcVjrUiVKzhQ4y7WNZEh+S+CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:40:56.157513Z"},"content_sha256":"1f26c58a852cb3233720607febb916c6955687b36eff2d23283582b593bf14b2","schema_version":"1.0","event_id":"sha256:1f26c58a852cb3233720607febb916c6955687b36eff2d23283582b593bf14b2"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:L5UTBG66GS2KXUO2RKWU5ZDSCA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Measuring The Impact Of Programming Language Distribution","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL","cs.PL"],"primary_cat":"cs.LG","authors_text":"Gabriel Orlanski, Jacob Austin, Jeffrey Hui, Jonathan Malmaud, Joshua Howland, Kefan Xiao, Michele Catasta, Rishabh Singh, Xavier Garcia","submitted_at":"2023-02-03T19:47:22Z","abstract_excerpt":"Current benchmarks for evaluating neural code models focus on only a small subset of programming languages, excluding many popular languages such as Go or Rust. To ameliorate this issue, we present the BabelCode framework for execution-based evaluation of any benchmark in any language. BabelCode enables new investigations into the qualitative performance of models' memory, runtime, and individual test case results. Additionally, we present a new code translation dataset called Translating Python Programming Puzzles (TP3) from the Python Programming Puzzles (Schuster et al. 2021) benchmark that"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.01973","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2302.01973/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:13:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XLXjISv9mb/4ngGQCaU72QfTlIthzs7qYpxQZhAQpsXi9K/4nUa3nixJxnuKtbRB/UwZmxtnurtUa5uLyhesCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:40:56.158013Z"},"content_sha256":"2723bf8a7023928530d701b3c6f1ac4f4faf47e40510246a1398f46f157df400","schema_version":"1.0","event_id":"sha256:2723bf8a7023928530d701b3c6f1ac4f4faf47e40510246a1398f46f157df400"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/bundle.json","state_url":"https://pith.science/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-09T10:40:56Z","links":{"resolver":"https://pith.science/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA","bundle":"https://pith.science/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/bundle.json","state":"https://pith.science/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/L5UTBG66GS2KXUO2RKWU5ZDSCA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:L5UTBG66GS2KXUO2RKWU5ZDSCA","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":"befde9a7dca4caf32b252c9f7ff874c7204f1016ef90e521d4059a86c6c5e808","cross_cats_sorted":["cs.CL","cs.PL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-02-03T19:47:22Z","title_canon_sha256":"15bc0b81e9cdcaae3341c4d72db76c31e603f8c3df13ff2999f5c14a3cd8760e"},"schema_version":"1.0","source":{"id":"2302.01973","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.01973","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"arxiv_version","alias_value":"2302.01973v3","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.01973","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_12","alias_value":"L5UTBG66GS2K","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_16","alias_value":"L5UTBG66GS2KXUO2","created_at":"2026-07-05T06:13:19Z"},{"alias_kind":"pith_short_8","alias_value":"L5UTBG66","created_at":"2026-07-05T06:13:19Z"}],"graph_snapshots":[{"event_id":"sha256:2723bf8a7023928530d701b3c6f1ac4f4faf47e40510246a1398f46f157df400","target":"graph","created_at":"2026-07-05T06:13:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2302.01973/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Current benchmarks for evaluating neural code models focus on only a small subset of programming languages, excluding many popular languages such as Go or Rust. To ameliorate this issue, we present the BabelCode framework for execution-based evaluation of any benchmark in any language. BabelCode enables new investigations into the qualitative performance of models' memory, runtime, and individual test case results. Additionally, we present a new code translation dataset called Translating Python Programming Puzzles (TP3) from the Python Programming Puzzles (Schuster et al. 2021) benchmark that","authors_text":"Gabriel Orlanski, Jacob Austin, Jeffrey Hui, Jonathan Malmaud, Joshua Howland, Kefan Xiao, Michele Catasta, Rishabh Singh, Xavier Garcia","cross_cats":["cs.CL","cs.PL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-02-03T19:47:22Z","title":"Measuring The Impact Of Programming Language Distribution"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.01973","kind":"arxiv","version":3},"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":"sha256:1f26c58a852cb3233720607febb916c6955687b36eff2d23283582b593bf14b2","target":"record","created_at":"2026-07-05T06:13:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"befde9a7dca4caf32b252c9f7ff874c7204f1016ef90e521d4059a86c6c5e808","cross_cats_sorted":["cs.CL","cs.PL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-02-03T19:47:22Z","title_canon_sha256":"15bc0b81e9cdcaae3341c4d72db76c31e603f8c3df13ff2999f5c14a3cd8760e"},"schema_version":"1.0","source":{"id":"2302.01973","kind":"arxiv","version":3}},"canonical_sha256":"5f69309bde34b4abd1da8aad4ee472100c7394716b8e24f25a2195897ae386c2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5f69309bde34b4abd1da8aad4ee472100c7394716b8e24f25a2195897ae386c2","first_computed_at":"2026-07-05T06:13:19.311603Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:13:19.311603Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"28vXFKLxYz+ek5lFCdDtmz7Flccd8Byre2RMHIzfJLBpORV0q7fCIOjn28pnR4DtnRqkYTlLeX4wfOdqIrIeAg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:13:19.312186Z","signed_message":"canonical_sha256_bytes"},"source_id":"2302.01973","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1f26c58a852cb3233720607febb916c6955687b36eff2d23283582b593bf14b2","sha256:2723bf8a7023928530d701b3c6f1ac4f4faf47e40510246a1398f46f157df400"],"state_sha256":"c2aeaeee7e455544953484b4aa74b9335bb5e1cf13504fd4a0b4fc3536810d0f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RM5U3wDyp6zd0slpflBIEAh1RyvCJE5hygC3IVhbYjA5tyvbOC4MN8QBz0rUfWKiafyNjTXOXXW1wUKDHGF+DA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T10:40:56.161322Z","bundle_sha256":"6bd5207ece3e8d1fc5f2738c84183174a0fb1d199f98283e9d2cfbc5db982596"}}