{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:PONIU7C45M6P5YR7MSM43ELXFB","short_pith_number":"pith:PONIU7C4","canonical_record":{"source":{"id":"2406.05636","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-06-09T04:11:41Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"19334a0bb37a39ac09569f0781918394656c256014cd5f0032fa6136721c0d80","abstract_canon_sha256":"a730358cf912d6485324ab035522b99d75d5faae8c61364b54b55dd4a8a31f7e"},"schema_version":"1.0"},"canonical_sha256":"7b9a8a7c5ceb3cfee23f6499cd91772866d39343c3eb649076a9eaf503e6893e","source":{"kind":"arxiv","id":"2406.05636","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.05636","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"arxiv_version","alias_value":"2406.05636v2","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.05636","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_12","alias_value":"PONIU7C45M6P","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_16","alias_value":"PONIU7C45M6P5YR7","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_8","alias_value":"PONIU7C4","created_at":"2026-07-05T10:20:12Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:PONIU7C45M6P5YR7MSM43ELXFB","target":"record","payload":{"canonical_record":{"source":{"id":"2406.05636","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-06-09T04:11:41Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"19334a0bb37a39ac09569f0781918394656c256014cd5f0032fa6136721c0d80","abstract_canon_sha256":"a730358cf912d6485324ab035522b99d75d5faae8c61364b54b55dd4a8a31f7e"},"schema_version":"1.0"},"canonical_sha256":"7b9a8a7c5ceb3cfee23f6499cd91772866d39343c3eb649076a9eaf503e6893e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:20:12.532463Z","signature_b64":"iLWt5GSBikarY+KrOtIK3/7CC1T98hZiaVCi7Y5WzXEoXo0I/l8SrIqVnqxEm6c2uuf8Vj9Xooqv4cTGtmcTAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7b9a8a7c5ceb3cfee23f6499cd91772866d39343c3eb649076a9eaf503e6893e","last_reissued_at":"2026-07-05T10:20:12.531850Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:20:12.531850Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.05636","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":"2026-07-05T10:20:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4EZQLSSpF7YEOAAvBkqXLVGP6R8Dg46Ot3JGrAQqxsLgX0MWd4zo2NxAkdRqt6qX/4XgVqsxjZ4Tzbu1WSVwAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T09:07:18.510890Z"},"content_sha256":"6ba90a87f5a21d3144077eac15d0657f3bff6e37aa28f49bd635ce36d7531f69","schema_version":"1.0","event_id":"sha256:6ba90a87f5a21d3144077eac15d0657f3bff6e37aa28f49bd635ce36d7531f69"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:PONIU7C45M6P5YR7MSM43ELXFB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"What is my quantum computer good for? Quantum capability learning with physics-aware neural networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"quant-ph","authors_text":"Ashe Miller, Daniel Hothem, Timothy Proctor","submitted_at":"2024-06-09T04:11:41Z","abstract_excerpt":"Quantum computers have the potential to revolutionize diverse fields, including quantum chemistry, materials science, and machine learning. However, contemporary quantum computers experience errors that often cause quantum programs run on them to fail. Until quantum computers can reliably execute large quantum programs, stakeholders will need fast and reliable methods for assessing a quantum computer's capability-i.e., the programs it can run and how well it can run them. Previously, off-the-shelf neural network architectures have been used to model quantum computers' capabilities, but with li"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.05636","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/2406.05636/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":"2026-07-05T10:20:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ec67/roo564RDxf+H/KaRlLdCn6JxpR9WMSRea1SOFq8H2FtykSQkDW7P08rZDZlYC7BDbx2vi8jXDhDjAZkDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T09:07:18.511410Z"},"content_sha256":"0802fb54ac346fe811f3a77b80a0a771d0ca346b6a8494550e25c0c5d18840c8","schema_version":"1.0","event_id":"sha256:0802fb54ac346fe811f3a77b80a0a771d0ca346b6a8494550e25c0c5d18840c8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PONIU7C45M6P5YR7MSM43ELXFB/bundle.json","state_url":"https://pith.science/pith/PONIU7C45M6P5YR7MSM43ELXFB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PONIU7C45M6P5YR7MSM43ELXFB/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":"2026-08-06T09:07:18Z","links":{"resolver":"https://pith.science/pith/PONIU7C45M6P5YR7MSM43ELXFB","bundle":"https://pith.science/pith/PONIU7C45M6P5YR7MSM43ELXFB/bundle.json","state":"https://pith.science/pith/PONIU7C45M6P5YR7MSM43ELXFB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PONIU7C45M6P5YR7MSM43ELXFB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PONIU7C45M6P5YR7MSM43ELXFB","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":"a730358cf912d6485324ab035522b99d75d5faae8c61364b54b55dd4a8a31f7e","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-06-09T04:11:41Z","title_canon_sha256":"19334a0bb37a39ac09569f0781918394656c256014cd5f0032fa6136721c0d80"},"schema_version":"1.0","source":{"id":"2406.05636","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.05636","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"arxiv_version","alias_value":"2406.05636v2","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.05636","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_12","alias_value":"PONIU7C45M6P","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_16","alias_value":"PONIU7C45M6P5YR7","created_at":"2026-07-05T10:20:12Z"},{"alias_kind":"pith_short_8","alias_value":"PONIU7C4","created_at":"2026-07-05T10:20:12Z"}],"graph_snapshots":[{"event_id":"sha256:0802fb54ac346fe811f3a77b80a0a771d0ca346b6a8494550e25c0c5d18840c8","target":"graph","created_at":"2026-07-05T10:20:12Z","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/2406.05636/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum computers have the potential to revolutionize diverse fields, including quantum chemistry, materials science, and machine learning. However, contemporary quantum computers experience errors that often cause quantum programs run on them to fail. Until quantum computers can reliably execute large quantum programs, stakeholders will need fast and reliable methods for assessing a quantum computer's capability-i.e., the programs it can run and how well it can run them. Previously, off-the-shelf neural network architectures have been used to model quantum computers' capabilities, but with li","authors_text":"Ashe Miller, Daniel Hothem, Timothy Proctor","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-06-09T04:11:41Z","title":"What is my quantum computer good for? Quantum capability learning with physics-aware neural networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.05636","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":"sha256:6ba90a87f5a21d3144077eac15d0657f3bff6e37aa28f49bd635ce36d7531f69","target":"record","created_at":"2026-07-05T10:20:12Z","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":"a730358cf912d6485324ab035522b99d75d5faae8c61364b54b55dd4a8a31f7e","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-06-09T04:11:41Z","title_canon_sha256":"19334a0bb37a39ac09569f0781918394656c256014cd5f0032fa6136721c0d80"},"schema_version":"1.0","source":{"id":"2406.05636","kind":"arxiv","version":2}},"canonical_sha256":"7b9a8a7c5ceb3cfee23f6499cd91772866d39343c3eb649076a9eaf503e6893e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7b9a8a7c5ceb3cfee23f6499cd91772866d39343c3eb649076a9eaf503e6893e","first_computed_at":"2026-07-05T10:20:12.531850Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:20:12.531850Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iLWt5GSBikarY+KrOtIK3/7CC1T98hZiaVCi7Y5WzXEoXo0I/l8SrIqVnqxEm6c2uuf8Vj9Xooqv4cTGtmcTAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:20:12.532463Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.05636","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6ba90a87f5a21d3144077eac15d0657f3bff6e37aa28f49bd635ce36d7531f69","sha256:0802fb54ac346fe811f3a77b80a0a771d0ca346b6a8494550e25c0c5d18840c8"],"state_sha256":"fe337895a9a272fea16ed9fc8b072d74f8c54465b3e869dcfec5bf45c03bc6d6"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UizDif23fW2vNWwLA+CgErUZiPrG+HWvlDFjB8jZXk14uCZUbEAPnsMHxG4dH2cO9z6ZnC+gGLheGU72+1sTAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T09:07:18.515194Z","bundle_sha256":"b9c0c0affb59f9af62c1cac8f54ca8e0c5bd5449720d98831a7a7eece2dea13c"}}