{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:Y2LEAXVWXFT465UAQI3ZVOISLN","short_pith_number":"pith:Y2LEAXVW","canonical_record":{"source":{"id":"2508.10210","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-13T21:40:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ac1cc0140e923d0f2c768bdeb82fda87479638ead3b5c4e4cf47132296c7c979","abstract_canon_sha256":"95e1bb287b990a0b33c0eac462e4b850c53b00695129906a932425ad4f247d0d"},"schema_version":"1.0"},"canonical_sha256":"c696405eb6b967cf768082379ab9125b6a86c0cb84b532ea6d9a3d73f6f36a0d","source":{"kind":"arxiv","id":"2508.10210","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.10210","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.10210v3","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.10210","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_12","alias_value":"Y2LEAXVWXFT4","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_16","alias_value":"Y2LEAXVWXFT465UA","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_8","alias_value":"Y2LEAXVW","created_at":"2026-07-05T11:55:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:Y2LEAXVWXFT465UAQI3ZVOISLN","target":"record","payload":{"canonical_record":{"source":{"id":"2508.10210","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-13T21:40:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"ac1cc0140e923d0f2c768bdeb82fda87479638ead3b5c4e4cf47132296c7c979","abstract_canon_sha256":"95e1bb287b990a0b33c0eac462e4b850c53b00695129906a932425ad4f247d0d"},"schema_version":"1.0"},"canonical_sha256":"c696405eb6b967cf768082379ab9125b6a86c0cb84b532ea6d9a3d73f6f36a0d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:55:42.257682Z","signature_b64":"LvBDTxBHOQz4IVg+CeF9PC0Aw6K0Mfek+6iJkGwE4JgIJL2sM3dKooQc1xB/xNak7apyYJTE6CWxlRtKQToBAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c696405eb6b967cf768082379ab9125b6a86c0cb84b532ea6d9a3d73f6f36a0d","last_reissued_at":"2026-07-05T11:55:42.257213Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:55:42.257213Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.10210","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":"2026-07-05T11:55:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FNc/2PQWgNO/5k/DK7eA2C8m69FlZY8b2Nma1/jj4TcQ8Xfr37SlxjluovDkUtyqykUBEfWPY0LBfrvJeahVDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T18:08:50.491279Z"},"content_sha256":"760f34c25b57c038a085c171802ac09d028e9ed5dfb770606c44ed7fa9bb4d3e","schema_version":"1.0","event_id":"sha256:760f34c25b57c038a085c171802ac09d028e9ed5dfb770606c44ed7fa9bb4d3e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:Y2LEAXVWXFT465UAQI3ZVOISLN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"An Explainable AI based approach for Monitoring Animal Health","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LG","authors_text":"Mrityunjay Sharma, Rahul Jana, Ritesh Kumar, Shubham Dixit","submitted_at":"2025-08-13T21:40:35Z","abstract_excerpt":"Monitoring cattle health and optimizing yield are key challenges faced by dairy farmers due to difficulties in tracking all animals on the farm. This work aims to showcase modern data-driven farming practices based on explainable machine learning(ML) methods that explain the activity and behaviour of dairy cattle (cows). Continuous data collection of 3-axis accelerometer sensors and usage of robust ML methodologies and algorithms, provide farmers and researchers with actionable information on cattle activity, allowing farmers to make informed decisions and incorporate sustainable practices. Th"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.10210","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/2508.10210/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":"2026-07-05T11:55:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"myVfGECnDNd0i2JRX1AVlNKR3ydUe9vrYrcXIEGLwQLdhI4fgrtFRcW7w5Hqrib1kagxFzmUilnac02+oIb6Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T18:08:50.491784Z"},"content_sha256":"a0ba647cf50aea4bb2d65485173dff85590d17540cbde9e2c052cf9171c066f6","schema_version":"1.0","event_id":"sha256:a0ba647cf50aea4bb2d65485173dff85590d17540cbde9e2c052cf9171c066f6"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/bundle.json","state_url":"https://pith.science/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/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":"2026-07-31T18:08:50Z","links":{"resolver":"https://pith.science/pith/Y2LEAXVWXFT465UAQI3ZVOISLN","bundle":"https://pith.science/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/bundle.json","state":"https://pith.science/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Y2LEAXVWXFT465UAQI3ZVOISLN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:Y2LEAXVWXFT465UAQI3ZVOISLN","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":"95e1bb287b990a0b33c0eac462e4b850c53b00695129906a932425ad4f247d0d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-13T21:40:35Z","title_canon_sha256":"ac1cc0140e923d0f2c768bdeb82fda87479638ead3b5c4e4cf47132296c7c979"},"schema_version":"1.0","source":{"id":"2508.10210","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.10210","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.10210v3","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.10210","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_12","alias_value":"Y2LEAXVWXFT4","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_16","alias_value":"Y2LEAXVWXFT465UA","created_at":"2026-07-05T11:55:42Z"},{"alias_kind":"pith_short_8","alias_value":"Y2LEAXVW","created_at":"2026-07-05T11:55:42Z"}],"graph_snapshots":[{"event_id":"sha256:a0ba647cf50aea4bb2d65485173dff85590d17540cbde9e2c052cf9171c066f6","target":"graph","created_at":"2026-07-05T11:55:42Z","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/2508.10210/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Monitoring cattle health and optimizing yield are key challenges faced by dairy farmers due to difficulties in tracking all animals on the farm. This work aims to showcase modern data-driven farming practices based on explainable machine learning(ML) methods that explain the activity and behaviour of dairy cattle (cows). Continuous data collection of 3-axis accelerometer sensors and usage of robust ML methodologies and algorithms, provide farmers and researchers with actionable information on cattle activity, allowing farmers to make informed decisions and incorporate sustainable practices. Th","authors_text":"Mrityunjay Sharma, Rahul Jana, Ritesh Kumar, Shubham Dixit","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-13T21:40:35Z","title":"An Explainable AI based approach for Monitoring Animal Health"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.10210","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":"sha256:760f34c25b57c038a085c171802ac09d028e9ed5dfb770606c44ed7fa9bb4d3e","target":"record","created_at":"2026-07-05T11:55:42Z","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":"95e1bb287b990a0b33c0eac462e4b850c53b00695129906a932425ad4f247d0d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-08-13T21:40:35Z","title_canon_sha256":"ac1cc0140e923d0f2c768bdeb82fda87479638ead3b5c4e4cf47132296c7c979"},"schema_version":"1.0","source":{"id":"2508.10210","kind":"arxiv","version":3}},"canonical_sha256":"c696405eb6b967cf768082379ab9125b6a86c0cb84b532ea6d9a3d73f6f36a0d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c696405eb6b967cf768082379ab9125b6a86c0cb84b532ea6d9a3d73f6f36a0d","first_computed_at":"2026-07-05T11:55:42.257213Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:55:42.257213Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"LvBDTxBHOQz4IVg+CeF9PC0Aw6K0Mfek+6iJkGwE4JgIJL2sM3dKooQc1xB/xNak7apyYJTE6CWxlRtKQToBAw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:55:42.257682Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.10210","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:760f34c25b57c038a085c171802ac09d028e9ed5dfb770606c44ed7fa9bb4d3e","sha256:a0ba647cf50aea4bb2d65485173dff85590d17540cbde9e2c052cf9171c066f6"],"state_sha256":"8fa8175b55ccf2b1896de3da3f881fb9c9d7fcdcc78dea6c77caa2314fb905d0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"q/xdp/r2EHbnCvwUxi4CrgOeEqYw4DPmPcnjl8ZWYBM13dEw/ohzg/zOTpeE8ILicyIgtYkPnHGbopMQbdX9CQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-31T18:08:50.496977Z","bundle_sha256":"7791afdd74bcabf96179f3d8be5819ca37fc56114a2389963fdcaeec630afa58"}}