{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:IE6TMUUSE4RYTAQ2BKPF4ITFA2","short_pith_number":"pith:IE6TMUUS","canonical_record":{"source":{"id":"2505.13220","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-19T15:02:59Z","cross_cats_sorted":[],"title_canon_sha256":"1eb3918d092e80113e168bf9f310ab0f54a287d78c048b1e5dd3891c1f7dbbdd","abstract_canon_sha256":"7206b1ffb313d5ae2d9a988217fb8f05ccb0c2167eea44117ef50020d993be0b"},"schema_version":"1.0"},"canonical_sha256":"413d365292272389821a0a9e5e226506971c1d3035b1970ce0380f0ac9f21e5b","source":{"kind":"arxiv","id":"2505.13220","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.13220","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"arxiv_version","alias_value":"2505.13220v1","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.13220","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_12","alias_value":"IE6TMUUSE4RY","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_16","alias_value":"IE6TMUUSE4RYTAQ2","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_8","alias_value":"IE6TMUUS","created_at":"2026-07-05T11:05:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:IE6TMUUSE4RYTAQ2BKPF4ITFA2","target":"record","payload":{"canonical_record":{"source":{"id":"2505.13220","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-19T15:02:59Z","cross_cats_sorted":[],"title_canon_sha256":"1eb3918d092e80113e168bf9f310ab0f54a287d78c048b1e5dd3891c1f7dbbdd","abstract_canon_sha256":"7206b1ffb313d5ae2d9a988217fb8f05ccb0c2167eea44117ef50020d993be0b"},"schema_version":"1.0"},"canonical_sha256":"413d365292272389821a0a9e5e226506971c1d3035b1970ce0380f0ac9f21e5b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:05:27.026823Z","signature_b64":"IoR+rITvv2tHBDqHdGbS30LZezOX7NpULnogF+Dx/g0Lxf1CtHHAxOk/bglDUhuzObt1pcbjHzP5qWHt7j6wDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"413d365292272389821a0a9e5e226506971c1d3035b1970ce0380f0ac9f21e5b","last_reissued_at":"2026-07-05T11:05:27.026355Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:05:27.026355Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.13220","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:05:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J6TjQeWJs+cdRyAGJNUIfLqYvpiNH8h49kBhNkY2AMlORxPYz86Enr0JM7myC7rQdnfCLZIHlZu3o8jwgTVCBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T20:56:42.044749Z"},"content_sha256":"58f87b6243b0c4cc790ad9271dffe8e8ca190e14d1fb762252e2fa45973df826","schema_version":"1.0","event_id":"sha256:58f87b6243b0c4cc790ad9271dffe8e8ca190e14d1fb762252e2fa45973df826"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:IE6TMUUSE4RYTAQ2BKPF4ITFA2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Chenyang Wang, Fan Yang, Haoyang Su, Huanjun Kong, Jie Ying, Nanqing Dong, Wanli Jiang, Zhefan Wang, Zhonghang Yuan, Zihong Chen","submitted_at":"2025-05-19T15:02:59Z","abstract_excerpt":"Seed science is essential for modern agriculture, directly influencing crop yields and global food security. However, challenges such as interdisciplinary complexity and high costs with limited returns hinder progress, leading to a shortage of experts and insufficient technological support. While large language models (LLMs) have shown promise across various fields, their application in seed science remains limited due to the scarcity of digital resources, complex gene-trait relationships, and the lack of standardized benchmarks. To address this gap, we introduce SeedBench -- the first multi-t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.13220","kind":"arxiv","version":1},"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/2505.13220/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":"2026-07-05T11:05:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DSF0pMUeBL+PL2WaHQMkPvKquW4uwd0NjHyaMJVCL67M5aZYUUXCrEsP2swWN/q5Q6EtCgRZQjxsMfZTbLfXBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T20:56:42.045233Z"},"content_sha256":"e5d3c2b041a190a94f23d9374fa36fc029ff73fa4926af1138521f9982516a7c","schema_version":"1.0","event_id":"sha256:e5d3c2b041a190a94f23d9374fa36fc029ff73fa4926af1138521f9982516a7c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/bundle.json","state_url":"https://pith.science/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/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":"2026-08-08T20:56:42Z","links":{"resolver":"https://pith.science/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2","bundle":"https://pith.science/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/bundle.json","state":"https://pith.science/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IE6TMUUSE4RYTAQ2BKPF4ITFA2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:IE6TMUUSE4RYTAQ2BKPF4ITFA2","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":"7206b1ffb313d5ae2d9a988217fb8f05ccb0c2167eea44117ef50020d993be0b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-19T15:02:59Z","title_canon_sha256":"1eb3918d092e80113e168bf9f310ab0f54a287d78c048b1e5dd3891c1f7dbbdd"},"schema_version":"1.0","source":{"id":"2505.13220","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.13220","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"arxiv_version","alias_value":"2505.13220v1","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.13220","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_12","alias_value":"IE6TMUUSE4RY","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_16","alias_value":"IE6TMUUSE4RYTAQ2","created_at":"2026-07-05T11:05:27Z"},{"alias_kind":"pith_short_8","alias_value":"IE6TMUUS","created_at":"2026-07-05T11:05:27Z"}],"graph_snapshots":[{"event_id":"sha256:e5d3c2b041a190a94f23d9374fa36fc029ff73fa4926af1138521f9982516a7c","target":"graph","created_at":"2026-07-05T11:05:27Z","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/2505.13220/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Seed science is essential for modern agriculture, directly influencing crop yields and global food security. However, challenges such as interdisciplinary complexity and high costs with limited returns hinder progress, leading to a shortage of experts and insufficient technological support. While large language models (LLMs) have shown promise across various fields, their application in seed science remains limited due to the scarcity of digital resources, complex gene-trait relationships, and the lack of standardized benchmarks. To address this gap, we introduce SeedBench -- the first multi-t","authors_text":"Chenyang Wang, Fan Yang, Haoyang Su, Huanjun Kong, Jie Ying, Nanqing Dong, Wanli Jiang, Zhefan Wang, Zhonghang Yuan, Zihong Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-19T15:02:59Z","title":"SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.13220","kind":"arxiv","version":1},"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":"sha256:58f87b6243b0c4cc790ad9271dffe8e8ca190e14d1fb762252e2fa45973df826","target":"record","created_at":"2026-07-05T11:05:27Z","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":"7206b1ffb313d5ae2d9a988217fb8f05ccb0c2167eea44117ef50020d993be0b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-19T15:02:59Z","title_canon_sha256":"1eb3918d092e80113e168bf9f310ab0f54a287d78c048b1e5dd3891c1f7dbbdd"},"schema_version":"1.0","source":{"id":"2505.13220","kind":"arxiv","version":1}},"canonical_sha256":"413d365292272389821a0a9e5e226506971c1d3035b1970ce0380f0ac9f21e5b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"413d365292272389821a0a9e5e226506971c1d3035b1970ce0380f0ac9f21e5b","first_computed_at":"2026-07-05T11:05:27.026355Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:05:27.026355Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"IoR+rITvv2tHBDqHdGbS30LZezOX7NpULnogF+Dx/g0Lxf1CtHHAxOk/bglDUhuzObt1pcbjHzP5qWHt7j6wDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:05:27.026823Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.13220","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:58f87b6243b0c4cc790ad9271dffe8e8ca190e14d1fb762252e2fa45973df826","sha256:e5d3c2b041a190a94f23d9374fa36fc029ff73fa4926af1138521f9982516a7c"],"state_sha256":"c2e821d96eca07788d6ef272ed2ad2e6706820ac240b1098566e86f6b9860dec"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PvSZsN5M9SS9afTxvODQxwBKKkq0Ck97Czjh2LHKekVQ2FXxf34OX2ghSzqsL8x2L2tkPVwfAJXCoF4NdDpxDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T20:56:42.048454Z","bundle_sha256":"56a2529d602588c44a1f2ab7b09b253e15b6dcc884db7a662ef1d56f5c1caeae"}}