{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:YCJH37LN6QT4MRJKJ5C7ROZTLK","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":"e5dccae1dc9fb1b4e0afbee45726f357bc35892dcb95616fd8143763afcc7abe","cross_cats_sorted":["stat.ME"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T05:50:27Z","title_canon_sha256":"d9cfafb667aca9aa951df7cae52049ba280b71d591ddadb59149c89b4388ac84"},"schema_version":"1.0","source":{"id":"2606.01034","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.01034","created_at":"2026-06-02T01:04:19Z"},{"alias_kind":"arxiv_version","alias_value":"2606.01034v1","created_at":"2026-06-02T01:04:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.01034","created_at":"2026-06-02T01:04:19Z"},{"alias_kind":"pith_short_12","alias_value":"YCJH37LN6QT4","created_at":"2026-06-02T01:04:19Z"},{"alias_kind":"pith_short_16","alias_value":"YCJH37LN6QT4MRJK","created_at":"2026-06-02T01:04:19Z"},{"alias_kind":"pith_short_8","alias_value":"YCJH37LN","created_at":"2026-06-02T01:04:19Z"}],"graph_snapshots":[{"event_id":"sha256:ed1fc8711437a94c71c572c9fe9da53bfcd848f2f63b5b6005b8b14eaac195f6","target":"graph","created_at":"2026-06-02T01:04:19Z","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/2606.01034/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We study when LLM judge panels should be calibrated with low-dimensional stackers versus joint output tables under finite human-label budgets. Low-dimensional stackers have small estimation cost but miss interactions, whereas joint-table calibrators can represent interactions but pay for cell counts and unseen patterns. We cast this tradeoff as a finite-calibration regime map and instantiate it as Finite-Calibration Panel Selection, a deployable validation selector over judge path, prefix size, and aggregator family with table and parametric estimation diagnostics. On RewardBench, LLMBar, Summ","authors_text":"Bin Zhu, Yanghui Rao","cross_cats":["stat.ME"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T05:50:27Z","title":"A Finite-Calibration Regime Map for LLM Judge Panels"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.01034","kind":"arxiv","version":1},"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:b7315f5ac76b6068a6571e53875585545767272882585ef180cab80b22bf60ed","target":"record","created_at":"2026-06-02T01:04:19Z","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":"e5dccae1dc9fb1b4e0afbee45726f357bc35892dcb95616fd8143763afcc7abe","cross_cats_sorted":["stat.ME"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T05:50:27Z","title_canon_sha256":"d9cfafb667aca9aa951df7cae52049ba280b71d591ddadb59149c89b4388ac84"},"schema_version":"1.0","source":{"id":"2606.01034","kind":"arxiv","version":1}},"canonical_sha256":"c0927dfd6df427c6452a4f45f8bb335aa49ea4e6031582c08b49e035a4fe8c1c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c0927dfd6df427c6452a4f45f8bb335aa49ea4e6031582c08b49e035a4fe8c1c","first_computed_at":"2026-06-02T01:04:19.117520Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-02T01:04:19.117520Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TmNP+PFgOef6l8fHZ4veGB/2SRMVfu103QZqGny49mUIcu0r9/7aJafRZ7z7k6iUCFSaSqZ7CttJHpgg9iALCw==","signature_status":"signed_v1","signed_at":"2026-06-02T01:04:19.117939Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.01034","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b7315f5ac76b6068a6571e53875585545767272882585ef180cab80b22bf60ed","sha256:ed1fc8711437a94c71c572c9fe9da53bfcd848f2f63b5b6005b8b14eaac195f6"],"state_sha256":"ad2a5aaa1c4f9c77b83c3693df1d084c549673289d5a07ee31ec2af9ac6db8b6"}