{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:3VQPTFQP3OFUDAWKB37PUW4YOQ","short_pith_number":"pith:3VQPTFQP","canonical_record":{"source":{"id":"2512.20280","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2025-12-23T11:39:31Z","cross_cats_sorted":[],"title_canon_sha256":"38d0e9c7a31af7055818c8a0b73d74a64cb7042c26e5aabc792da52e8943bb58","abstract_canon_sha256":"e034aa9a3e97f708fa71235a27e9649aac686e60d458272d2659e4d8526e111b"},"schema_version":"1.0"},"canonical_sha256":"dd60f9960fdb8b4182ca0efefa5b9874023e7a5d8b381fd4adef2e1d9171b2a3","source":{"kind":"arxiv","id":"2512.20280","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.20280","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"arxiv_version","alias_value":"2512.20280v2","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.20280","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"pith_short_12","alias_value":"3VQPTFQP3OFU","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_16","alias_value":"3VQPTFQP3OFUDAWK","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_8","alias_value":"3VQPTFQP","created_at":"2026-05-18T12:33:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:3VQPTFQP3OFUDAWKB37PUW4YOQ","target":"record","payload":{"canonical_record":{"source":{"id":"2512.20280","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2025-12-23T11:39:31Z","cross_cats_sorted":[],"title_canon_sha256":"38d0e9c7a31af7055818c8a0b73d74a64cb7042c26e5aabc792da52e8943bb58","abstract_canon_sha256":"e034aa9a3e97f708fa71235a27e9649aac686e60d458272d2659e4d8526e111b"},"schema_version":"1.0"},"canonical_sha256":"dd60f9960fdb8b4182ca0efefa5b9874023e7a5d8b381fd4adef2e1d9171b2a3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:44:32.047717Z","signature_b64":"AHJAAgWm0MjRwUdVl88bhn5/HGa2jqnYV3yOZKtQTJBHMeXAOkMmgcWiV0JpDogBqyr4bg2Cr7ikxUVW0w8KAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dd60f9960fdb8b4182ca0efefa5b9874023e7a5d8b381fd4adef2e1d9171b2a3","last_reissued_at":"2026-05-18T02:44:32.047209Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:44:32.047209Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2512.20280","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":"2026-05-18T02:44:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F+qrWS7bzWRVXfxF4bqO8PctV3IYYq8OzBLTUKipbus8dLL5MieO6InSWSFtWOBQMpep5RoDXsxBe7WA1GkaBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-25T17:59:39.779940Z"},"content_sha256":"89ace6e4fad21f1e93a869abc128d98772a824882005b63506aac3006cae0211","schema_version":"1.0","event_id":"sha256:89ace6e4fad21f1e93a869abc128d98772a824882005b63506aac3006cae0211"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:3VQPTFQP3OFUDAWKB37PUW4YOQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"The post-hoc test for local dependence","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level.","cross_cats":[],"primary_cat":"stat.ME","authors_text":"Bart{\\l}omiej Gibas, Bogdan \\'Cmiel","submitted_at":"2025-12-23T11:39:31Z","abstract_excerpt":"The concept of independence plays a crucial role in probability theory and has been the subject of extensive research in recent years. Numerous approaches have been proposed to test for independence; however, most of them address the problem only at a global level. From a practical perspective, it is important not only to determine whether the data are dependent but also to identify where this dependence occurs and how strong it is. The graphical presentation of results is another essential aspect that should not be neglected, as it considerably enhances interpretability.\n  The main objective "},"claims":{"count":4,"items":[{"kind":"strongest_claim","text":"Relying on copula-based results, we introduce a novel method for testing global and local statistical independence using the quantile dependence function. ... we introduce so-called critical surfaces that guaranty a locally equal probability of exceeding them under independence. This approach enables a detailed examination of local discrepancies and an assessment of their statistical significance while preserving the overall significance level of the test.","source":"verdict.strongest_claim","status":"machine_extracted","claim_id":"C1","attestation":"unclaimed"},{"kind":"weakest_assumption","text":"The method assumes that copula-based results for the quantile dependence function are valid for the data at hand and that the critical surfaces can be constructed to deliver exactly equal local exceedance probabilities under independence without additional distributional assumptions.","source":"verdict.weakest_assumption","status":"machine_extracted","claim_id":"C2","attestation":"unclaimed"},{"kind":"one_line_summary","text":"A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level.","source":"verdict.one_line_summary","status":"machine_extracted","claim_id":"C3","attestation":"unclaimed"},{"kind":"headline","text":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level.","source":"verdict.pith_extraction.headline","status":"machine_extracted","claim_id":"C4","attestation":"unclaimed"}],"snapshot_sha256":"34ae4c7edcce7aa637d413ac5c0935708429b360d7bc65082cb52aa403f09bb9"},"source":{"id":"2512.20280","kind":"arxiv","version":2},"verdict":{"id":"c364d80c-9c72-4518-ba24-f5e394bc0a88","model_set":{"reader":"grok-4.3"},"created_at":"2026-05-16T20:37:25.094431Z","strongest_claim":"Relying on copula-based results, we introduce a novel method for testing global and local statistical independence using the quantile dependence function. ... we introduce so-called critical surfaces that guaranty a locally equal probability of exceeding them under independence. This approach enables a detailed examination of local discrepancies and an assessment of their statistical significance while preserving the overall significance level of the test.","one_line_summary":"A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level.","pipeline_version":"pith-pipeline@v0.9.0","weakest_assumption":"The method assumes that copula-based results for the quantile dependence function are valid for the data at hand and that the critical surfaces can be constructed to deliver exactly equal local exceedance probabilities under independence without additional distributional assumptions.","pith_extraction_headline":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level."},"references":{"count":23,"sample":[{"doi":"","year":null,"title":"Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3","work_id":"25c556dd-0c74-4bee-a2c6-e57742b65436","ref_index":1,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":null,"title":"Main results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3","work_id":"9daaf036-901e-49bc-aa2e-627432c6341b","ref_index":2,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":null,"title":"Numerical results. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 3.1. Comparison of Empirical Power . . . . . . . . . . . . . . . ","work_id":"515d7124-0b1d-49d1-8cdf-fa41f0d11222","ref_index":3,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":null,"title":"References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2","work_id":"425ebcbf-be2a-4cff-860f-fbd61f3a2dd5","ref_index":4,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":null,"title":",(Xn, Yn) withajointdistributionHandcontinuousmarginaldistributionsFandG, respectively","work_id":"ea90efc9-21e5-4403-b290-f22806678b95","ref_index":5,"cited_arxiv_id":"","is_internal_anchor":false}],"resolved_work":23,"snapshot_sha256":"506d7e3b75c6827187656c6f39c5d8a416d0767f349c6723d5035ce08092082f","internal_anchors":2},"formal_canon":{"evidence_count":2,"snapshot_sha256":"d2ef5aa48c22cc19df43787c8de1862d922e32916d86d1928cffd2202bd63a76"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":"c364d80c-9c72-4518-ba24-f5e394bc0a88"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T02:44:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TyUm85yhGdp36RY4a+15ltl5XUxmq0BNXAQ0jn5rN+VNDIqNWNBboD3UAlvDV3gM0brejm+KoJsvli3e0bVbDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-25T17:59:39.780478Z"},"content_sha256":"7812c9ded86e1a34721f1d02686c7458d16df9be8115d5c32f1b66713cd136d1","schema_version":"1.0","event_id":"sha256:7812c9ded86e1a34721f1d02686c7458d16df9be8115d5c32f1b66713cd136d1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/bundle.json","state_url":"https://pith.science/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/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":"2026-06-25T17:59:39Z","links":{"resolver":"https://pith.science/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ","bundle":"https://pith.science/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/bundle.json","state":"https://pith.science/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3VQPTFQP3OFUDAWKB37PUW4YOQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3VQPTFQP3OFUDAWKB37PUW4YOQ","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":"e034aa9a3e97f708fa71235a27e9649aac686e60d458272d2659e4d8526e111b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2025-12-23T11:39:31Z","title_canon_sha256":"38d0e9c7a31af7055818c8a0b73d74a64cb7042c26e5aabc792da52e8943bb58"},"schema_version":"1.0","source":{"id":"2512.20280","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2512.20280","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"arxiv_version","alias_value":"2512.20280v2","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2512.20280","created_at":"2026-05-18T02:44:32Z"},{"alias_kind":"pith_short_12","alias_value":"3VQPTFQP3OFU","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_16","alias_value":"3VQPTFQP3OFUDAWK","created_at":"2026-05-18T12:33:37Z"},{"alias_kind":"pith_short_8","alias_value":"3VQPTFQP","created_at":"2026-05-18T12:33:37Z"}],"graph_snapshots":[{"event_id":"sha256:7812c9ded86e1a34721f1d02686c7458d16df9be8115d5c32f1b66713cd136d1","target":"graph","created_at":"2026-05-18T02:44:32Z","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":4,"items":[{"attestation":"unclaimed","claim_id":"C1","kind":"strongest_claim","source":"verdict.strongest_claim","status":"machine_extracted","text":"Relying on copula-based results, we introduce a novel method for testing global and local statistical independence using the quantile dependence function. ... we introduce so-called critical surfaces that guaranty a locally equal probability of exceeding them under independence. This approach enables a detailed examination of local discrepancies and an assessment of their statistical significance while preserving the overall significance level of the test."},{"attestation":"unclaimed","claim_id":"C2","kind":"weakest_assumption","source":"verdict.weakest_assumption","status":"machine_extracted","text":"The method assumes that copula-based results for the quantile dependence function are valid for the data at hand and that the critical surfaces can be constructed to deliver exactly equal local exceedance probabilities under independence without additional distributional assumptions."},{"attestation":"unclaimed","claim_id":"C3","kind":"one_line_summary","source":"verdict.one_line_summary","status":"machine_extracted","text":"A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level."},{"attestation":"unclaimed","claim_id":"C4","kind":"headline","source":"verdict.pith_extraction.headline","status":"machine_extracted","text":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level."}],"snapshot_sha256":"34ae4c7edcce7aa637d413ac5c0935708429b360d7bc65082cb52aa403f09bb9"},"formal_canon":{"evidence_count":2,"snapshot_sha256":"d2ef5aa48c22cc19df43787c8de1862d922e32916d86d1928cffd2202bd63a76"},"paper":{"abstract_excerpt":"The concept of independence plays a crucial role in probability theory and has been the subject of extensive research in recent years. Numerous approaches have been proposed to test for independence; however, most of them address the problem only at a global level. From a practical perspective, it is important not only to determine whether the data are dependent but also to identify where this dependence occurs and how strong it is. The graphical presentation of results is another essential aspect that should not be neglected, as it considerably enhances interpretability.\n  The main objective ","authors_text":"Bart{\\l}omiej Gibas, Bogdan \\'Cmiel","cross_cats":[],"headline":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level.","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2025-12-23T11:39:31Z","title":"The post-hoc test for local dependence"},"references":{"count":23,"internal_anchors":2,"resolved_work":23,"sample":[{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":1,"title":"Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3","work_id":"25c556dd-0c74-4bee-a2c6-e57742b65436","year":null},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":2,"title":"Main results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3","work_id":"9daaf036-901e-49bc-aa2e-627432c6341b","year":null},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":3,"title":"Numerical results. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 3.1. Comparison of Empirical Power . . . . . . . . . . . . . . . ","work_id":"515d7124-0b1d-49d1-8cdf-fa41f0d11222","year":null},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":4,"title":"References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2","work_id":"425ebcbf-be2a-4cff-860f-fbd61f3a2dd5","year":null},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":5,"title":",(Xn, Yn) withajointdistributionHandcontinuousmarginaldistributionsFandG, respectively","work_id":"ea90efc9-21e5-4403-b290-f22806678b95","year":null}],"snapshot_sha256":"506d7e3b75c6827187656c6f39c5d8a416d0767f349c6723d5035ce08092082f"},"source":{"id":"2512.20280","kind":"arxiv","version":2},"verdict":{"created_at":"2026-05-16T20:37:25.094431Z","id":"c364d80c-9c72-4518-ba24-f5e394bc0a88","model_set":{"reader":"grok-4.3"},"one_line_summary":"A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level.","pipeline_version":"pith-pipeline@v0.9.0","pith_extraction_headline":"A test based on the quantile dependence function uses critical surfaces to detect local dependence while preserving the global significance level.","strongest_claim":"Relying on copula-based results, we introduce a novel method for testing global and local statistical independence using the quantile dependence function. ... we introduce so-called critical surfaces that guaranty a locally equal probability of exceeding them under independence. This approach enables a detailed examination of local discrepancies and an assessment of their statistical significance while preserving the overall significance level of the test.","weakest_assumption":"The method assumes that copula-based results for the quantile dependence function are valid for the data at hand and that the critical surfaces can be constructed to deliver exactly equal local exceedance probabilities under independence without additional distributional assumptions."}},"verdict_id":"c364d80c-9c72-4518-ba24-f5e394bc0a88"}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:89ace6e4fad21f1e93a869abc128d98772a824882005b63506aac3006cae0211","target":"record","created_at":"2026-05-18T02:44:32Z","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":"e034aa9a3e97f708fa71235a27e9649aac686e60d458272d2659e4d8526e111b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2025-12-23T11:39:31Z","title_canon_sha256":"38d0e9c7a31af7055818c8a0b73d74a64cb7042c26e5aabc792da52e8943bb58"},"schema_version":"1.0","source":{"id":"2512.20280","kind":"arxiv","version":2}},"canonical_sha256":"dd60f9960fdb8b4182ca0efefa5b9874023e7a5d8b381fd4adef2e1d9171b2a3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dd60f9960fdb8b4182ca0efefa5b9874023e7a5d8b381fd4adef2e1d9171b2a3","first_computed_at":"2026-05-18T02:44:32.047209Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:44:32.047209Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"AHJAAgWm0MjRwUdVl88bhn5/HGa2jqnYV3yOZKtQTJBHMeXAOkMmgcWiV0JpDogBqyr4bg2Cr7ikxUVW0w8KAg==","signature_status":"signed_v1","signed_at":"2026-05-18T02:44:32.047717Z","signed_message":"canonical_sha256_bytes"},"source_id":"2512.20280","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:89ace6e4fad21f1e93a869abc128d98772a824882005b63506aac3006cae0211","sha256:7812c9ded86e1a34721f1d02686c7458d16df9be8115d5c32f1b66713cd136d1"],"state_sha256":"a3704e1647efb46f3bf829e6931101441a7d28b6b4bc9356ded017e1698d4a7f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LxmeePqlXahHvD6c1L0Pl3Ev1FtBxwynvbwOK1d8XJdrC5cLtORzGPyh2uZ1gEcsGF6z8WycU6xeFn2aOjIICQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-25T17:59:39.783213Z","bundle_sha256":"153529d202208931ab782b1c45444af51d2a45b22774baf7d086cef181727f4d"}}