{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:FRYQZD3VXV6JVQ2UBH5552BOCP","short_pith_number":"pith:FRYQZD3V","canonical_record":{"source":{"id":"2311.15206","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-11-26T06:17:29Z","cross_cats_sorted":[],"title_canon_sha256":"8a028ba0dbd49a831d329319d96f8c93ef421404198bcc45f23d5787896f5ae3","abstract_canon_sha256":"4c615354a4709d17fe9b3a39e80b56edd3abcb2744c88056db900d2631b5189c"},"schema_version":"1.0"},"canonical_sha256":"2c710c8f75bd7c9ac35409fbdee82e13cf1a164d89737cc87c066d6cc7dca3e8","source":{"kind":"arxiv","id":"2311.15206","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.15206","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"arxiv_version","alias_value":"2311.15206v2","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.15206","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_12","alias_value":"FRYQZD3VXV6J","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_16","alias_value":"FRYQZD3VXV6JVQ2U","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_8","alias_value":"FRYQZD3V","created_at":"2026-07-05T07:56:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:FRYQZD3VXV6JVQ2UBH5552BOCP","target":"record","payload":{"canonical_record":{"source":{"id":"2311.15206","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-11-26T06:17:29Z","cross_cats_sorted":[],"title_canon_sha256":"8a028ba0dbd49a831d329319d96f8c93ef421404198bcc45f23d5787896f5ae3","abstract_canon_sha256":"4c615354a4709d17fe9b3a39e80b56edd3abcb2744c88056db900d2631b5189c"},"schema_version":"1.0"},"canonical_sha256":"2c710c8f75bd7c9ac35409fbdee82e13cf1a164d89737cc87c066d6cc7dca3e8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:56:41.128396Z","signature_b64":"pG/azJ/hVRrwUe9xaW8G8c6eZhUaQboNRD+FQB+0FJVFW1xZLqIoMhcan3RmsXjgk4G5mvgxXPeYo8jtq9CIAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2c710c8f75bd7c9ac35409fbdee82e13cf1a164d89737cc87c066d6cc7dca3e8","last_reissued_at":"2026-07-05T07:56:41.127831Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:56:41.127831Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.15206","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:56:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OsKTR7IeheWrCdqX8jnSM+lCwS1OSd8pB9hQq5BAjaeDRLTUTTtLqMGc7kVf5rsKVP7rKeFd1T3M4Nd+9qFnDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T02:46:53.019668Z"},"content_sha256":"7c6444878eceb1789b1397b27e8f304476a1ac21bf8a175d17ba53b02bb61633","schema_version":"1.0","event_id":"sha256:7c6444878eceb1789b1397b27e8f304476a1ac21bf8a175d17ba53b02bb61633"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:FRYQZD3VXV6JVQ2UBH5552BOCP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Ashley Dowling, Hoang-Quan Nguyen, Khoa Luu, Thanh-Dat Truong, Xin Li, Xuan Bac Nguyen","submitted_at":"2023-11-26T06:17:29Z","abstract_excerpt":"In precision agriculture, the detection and recognition of insects play an essential role in the ability of crops to grow healthy and produce a high-quality yield. The current machine vision model requires a large volume of data to achieve high performance. However, there are approximately 5.5 million different insect species in the world. None of the existing insect datasets can cover even a fraction of them due to varying geographic locations and acquisition costs. In this paper, we introduce a novel \"Insect-1M\" dataset, a game-changing resource poised to revolutionize insect-related foundat"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.15206","kind":"arxiv","version":2},"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/2311.15206/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":"2026-07-05T07:56:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8MhG45zJRDhT2cnCh60FieBYwtNDseyxH1BgAcMeBOs10oHc+3TEicyhYyBr7XBpaPDFlg8L0XjqZAdSkr/SAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T02:46:53.020193Z"},"content_sha256":"0939cbd6f249aa69fdceb5c8995f13be344f7ad89b93fbc8a4e99abcf6c97dbe","schema_version":"1.0","event_id":"sha256:0939cbd6f249aa69fdceb5c8995f13be344f7ad89b93fbc8a4e99abcf6c97dbe"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/bundle.json","state_url":"https://pith.science/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/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":"2026-08-20T02:46:53Z","links":{"resolver":"https://pith.science/pith/FRYQZD3VXV6JVQ2UBH5552BOCP","bundle":"https://pith.science/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/bundle.json","state":"https://pith.science/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FRYQZD3VXV6JVQ2UBH5552BOCP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:FRYQZD3VXV6JVQ2UBH5552BOCP","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":"4c615354a4709d17fe9b3a39e80b56edd3abcb2744c88056db900d2631b5189c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-11-26T06:17:29Z","title_canon_sha256":"8a028ba0dbd49a831d329319d96f8c93ef421404198bcc45f23d5787896f5ae3"},"schema_version":"1.0","source":{"id":"2311.15206","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.15206","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"arxiv_version","alias_value":"2311.15206v2","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.15206","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_12","alias_value":"FRYQZD3VXV6J","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_16","alias_value":"FRYQZD3VXV6JVQ2U","created_at":"2026-07-05T07:56:41Z"},{"alias_kind":"pith_short_8","alias_value":"FRYQZD3V","created_at":"2026-07-05T07:56:41Z"}],"graph_snapshots":[{"event_id":"sha256:0939cbd6f249aa69fdceb5c8995f13be344f7ad89b93fbc8a4e99abcf6c97dbe","target":"graph","created_at":"2026-07-05T07:56:41Z","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/2311.15206/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In precision agriculture, the detection and recognition of insects play an essential role in the ability of crops to grow healthy and produce a high-quality yield. The current machine vision model requires a large volume of data to achieve high performance. However, there are approximately 5.5 million different insect species in the world. None of the existing insect datasets can cover even a fraction of them due to varying geographic locations and acquisition costs. In this paper, we introduce a novel \"Insect-1M\" dataset, a game-changing resource poised to revolutionize insect-related foundat","authors_text":"Ashley Dowling, Hoang-Quan Nguyen, Khoa Luu, Thanh-Dat Truong, Xin Li, Xuan Bac Nguyen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-11-26T06:17:29Z","title":"Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.15206","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:7c6444878eceb1789b1397b27e8f304476a1ac21bf8a175d17ba53b02bb61633","target":"record","created_at":"2026-07-05T07:56:41Z","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":"4c615354a4709d17fe9b3a39e80b56edd3abcb2744c88056db900d2631b5189c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-11-26T06:17:29Z","title_canon_sha256":"8a028ba0dbd49a831d329319d96f8c93ef421404198bcc45f23d5787896f5ae3"},"schema_version":"1.0","source":{"id":"2311.15206","kind":"arxiv","version":2}},"canonical_sha256":"2c710c8f75bd7c9ac35409fbdee82e13cf1a164d89737cc87c066d6cc7dca3e8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2c710c8f75bd7c9ac35409fbdee82e13cf1a164d89737cc87c066d6cc7dca3e8","first_computed_at":"2026-07-05T07:56:41.127831Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:56:41.127831Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pG/azJ/hVRrwUe9xaW8G8c6eZhUaQboNRD+FQB+0FJVFW1xZLqIoMhcan3RmsXjgk4G5mvgxXPeYo8jtq9CIAw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:56:41.128396Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.15206","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7c6444878eceb1789b1397b27e8f304476a1ac21bf8a175d17ba53b02bb61633","sha256:0939cbd6f249aa69fdceb5c8995f13be344f7ad89b93fbc8a4e99abcf6c97dbe"],"state_sha256":"69c7c3fd5b9bbdfee4c1dfef998d7e47ec3fba9a35695cd05df619891a314dac"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OGRxMwgnV1APs2GMdWk8my06yqwkCfPFnZRIGJE43ZpdJEK6dj9LuqNyk/J6FyM6d9QK+6qMR8R5ztZIB3NqBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T02:46:53.024986Z","bundle_sha256":"18082f87aa39c1da6db7cdcecdd7004a663e938ddf996f19c61bbbfa12e2a95d"}}