{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:DY225TH7Y4LLEICWS2UHGECHVO","short_pith_number":"pith:DY225TH7","canonical_record":{"source":{"id":"2409.13442","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-09-19T16:39:46Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"dca3e61f98bbf0ac0411851b1f7997c0f3b17eb00ed60be34f3e09813bdef0f6","abstract_canon_sha256":"b9124a7e691f3b8b7a15102eb6b6badf95c756ecc8813abbf65228a9b79f3280"},"schema_version":"1.0"},"canonical_sha256":"1e35aeccffc716b2205696a8731047aba7e02374ca54f7ee1fb5c43e981ce432","source":{"kind":"arxiv","id":"2409.13442","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.13442","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"arxiv_version","alias_value":"2409.13442v4","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.13442","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_12","alias_value":"DY225TH7Y4LL","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_16","alias_value":"DY225TH7Y4LLEICW","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_8","alias_value":"DY225TH7","created_at":"2026-07-05T09:20:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:DY225TH7Y4LLEICWS2UHGECHVO","target":"record","payload":{"canonical_record":{"source":{"id":"2409.13442","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-09-19T16:39:46Z","cross_cats_sorted":["cs.CV","cs.LG"],"title_canon_sha256":"dca3e61f98bbf0ac0411851b1f7997c0f3b17eb00ed60be34f3e09813bdef0f6","abstract_canon_sha256":"b9124a7e691f3b8b7a15102eb6b6badf95c756ecc8813abbf65228a9b79f3280"},"schema_version":"1.0"},"canonical_sha256":"1e35aeccffc716b2205696a8731047aba7e02374ca54f7ee1fb5c43e981ce432","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:20:03.072427Z","signature_b64":"mZq75kPCtSy3yfeIUeHXfu0qjZDPR5EyqPzEjXjGoV5xR4n3VavWo4XFzvTLlsONCwa9w5TmzDsf+f37WIR3CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1e35aeccffc716b2205696a8731047aba7e02374ca54f7ee1fb5c43e981ce432","last_reissued_at":"2026-07-05T09:20:03.071940Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:20:03.071940Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.13442","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:20:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bo/30waj9L2AokN2tMKiZ530v6imf9zike1WQekgD5hd1CoybIYH0ZGoMxBkbf/aykGqIsrfBFnWn1YgZ+nJCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T12:46:52.316477Z"},"content_sha256":"f30220fbee3afe2ebe47460d0aa9c8a9eb18fc8e7a4b14916ad6518288db51f3","schema_version":"1.0","event_id":"sha256:f30220fbee3afe2ebe47460d0aa9c8a9eb18fc8e7a4b14916ad6518288db51f3"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:DY225TH7Y4LLEICWS2UHGECHVO","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Automatic Classification of White Blood Cell Images using Convolutional Neural Network","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV","cs.LG"],"primary_cat":"eess.IV","authors_text":"Arslan Shaukat, Rabia Asghar, Rimsha Tariq, Usman Akram","submitted_at":"2024-09-19T16:39:46Z","abstract_excerpt":"Human immune system contains white blood cells (WBC) that are good indicator of many diseases like bacterial infections, AIDS, cancer, spleen, etc. White blood cells have been sub classified into four types: monocytes, lymphocytes, eosinophils and neutrophils on the basis of their nucleus, shape and cytoplasm. Traditionally in laboratories, pathologists and hematologists analyze these blood cells through microscope and then classify them manually. This manual process takes more time and increases the chance of human error. Hence, there is a need to automate this process. In this paper, first w"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.13442","kind":"arxiv","version":4},"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/2409.13442/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":"2026-07-05T09:20:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6Khq22Vie2Ca2Yx+T2KEO6ZlRxXjJ7KPS8iKtdeNGxFR/Rr7tyTy0ooTpBMwkOoSX50y6R+IaAE1DFwu/HSPAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T12:46:52.317057Z"},"content_sha256":"f54e278d0799435c21780de319bb45a6870a55473dacbf21748d6b202c2aeb75","schema_version":"1.0","event_id":"sha256:f54e278d0799435c21780de319bb45a6870a55473dacbf21748d6b202c2aeb75"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DY225TH7Y4LLEICWS2UHGECHVO/bundle.json","state_url":"https://pith.science/pith/DY225TH7Y4LLEICWS2UHGECHVO/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DY225TH7Y4LLEICWS2UHGECHVO/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":"2026-08-21T12:46:52Z","links":{"resolver":"https://pith.science/pith/DY225TH7Y4LLEICWS2UHGECHVO","bundle":"https://pith.science/pith/DY225TH7Y4LLEICWS2UHGECHVO/bundle.json","state":"https://pith.science/pith/DY225TH7Y4LLEICWS2UHGECHVO/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DY225TH7Y4LLEICWS2UHGECHVO/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DY225TH7Y4LLEICWS2UHGECHVO","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":"b9124a7e691f3b8b7a15102eb6b6badf95c756ecc8813abbf65228a9b79f3280","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-09-19T16:39:46Z","title_canon_sha256":"dca3e61f98bbf0ac0411851b1f7997c0f3b17eb00ed60be34f3e09813bdef0f6"},"schema_version":"1.0","source":{"id":"2409.13442","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.13442","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"arxiv_version","alias_value":"2409.13442v4","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.13442","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_12","alias_value":"DY225TH7Y4LL","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_16","alias_value":"DY225TH7Y4LLEICW","created_at":"2026-07-05T09:20:03Z"},{"alias_kind":"pith_short_8","alias_value":"DY225TH7","created_at":"2026-07-05T09:20:03Z"}],"graph_snapshots":[{"event_id":"sha256:f54e278d0799435c21780de319bb45a6870a55473dacbf21748d6b202c2aeb75","target":"graph","created_at":"2026-07-05T09:20:03Z","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/2409.13442/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human immune system contains white blood cells (WBC) that are good indicator of many diseases like bacterial infections, AIDS, cancer, spleen, etc. White blood cells have been sub classified into four types: monocytes, lymphocytes, eosinophils and neutrophils on the basis of their nucleus, shape and cytoplasm. Traditionally in laboratories, pathologists and hematologists analyze these blood cells through microscope and then classify them manually. This manual process takes more time and increases the chance of human error. Hence, there is a need to automate this process. In this paper, first w","authors_text":"Arslan Shaukat, Rabia Asghar, Rimsha Tariq, Usman Akram","cross_cats":["cs.CV","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-09-19T16:39:46Z","title":"Automatic Classification of White Blood Cell Images using Convolutional Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.13442","kind":"arxiv","version":4},"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:f30220fbee3afe2ebe47460d0aa9c8a9eb18fc8e7a4b14916ad6518288db51f3","target":"record","created_at":"2026-07-05T09:20:03Z","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":"b9124a7e691f3b8b7a15102eb6b6badf95c756ecc8813abbf65228a9b79f3280","cross_cats_sorted":["cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.IV","submitted_at":"2024-09-19T16:39:46Z","title_canon_sha256":"dca3e61f98bbf0ac0411851b1f7997c0f3b17eb00ed60be34f3e09813bdef0f6"},"schema_version":"1.0","source":{"id":"2409.13442","kind":"arxiv","version":4}},"canonical_sha256":"1e35aeccffc716b2205696a8731047aba7e02374ca54f7ee1fb5c43e981ce432","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1e35aeccffc716b2205696a8731047aba7e02374ca54f7ee1fb5c43e981ce432","first_computed_at":"2026-07-05T09:20:03.071940Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:20:03.071940Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"mZq75kPCtSy3yfeIUeHXfu0qjZDPR5EyqPzEjXjGoV5xR4n3VavWo4XFzvTLlsONCwa9w5TmzDsf+f37WIR3CA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:20:03.072427Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.13442","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f30220fbee3afe2ebe47460d0aa9c8a9eb18fc8e7a4b14916ad6518288db51f3","sha256:f54e278d0799435c21780de319bb45a6870a55473dacbf21748d6b202c2aeb75"],"state_sha256":"cff1a430843b557fcb816f501b7635424a7a053aec0bd95fe49f458d5f7e9b21"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TehwqtJSDuhhmRabMGllP/uj1EzVwXQAj7ldQKqeBzfemH3txZ5cEfge8DXDIFY2/YZwy+zpjxMEQpNtx9QbDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T12:46:52.321270Z","bundle_sha256":"3f356648b23ac31f28b6e227db28bf7b16b0ad615f2380ace6cc67b9dcb2ad08"}}