{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:J6R4ZADKEHV2ITIUQYZEJPSLXG","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":"78b6a86fc2a3f0b868a6844ebfea9dadad847cbf177ed8388a44b182d4ad113a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T17:15:08Z","title_canon_sha256":"f94deb31468f37298eafb9c05923cc3302ef2a65c6bb9762241213f7e1796d7c"},"schema_version":"1.0","source":{"id":"2605.20128","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.20128","created_at":"2026-05-20T02:06:03Z"},{"alias_kind":"arxiv_version","alias_value":"2605.20128v1","created_at":"2026-05-20T02:06:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.20128","created_at":"2026-05-20T02:06:03Z"},{"alias_kind":"pith_short_12","alias_value":"J6R4ZADKEHV2","created_at":"2026-05-20T02:06:03Z"},{"alias_kind":"pith_short_16","alias_value":"J6R4ZADKEHV2ITIU","created_at":"2026-05-20T02:06:03Z"},{"alias_kind":"pith_short_8","alias_value":"J6R4ZADK","created_at":"2026-05-20T02:06:03Z"}],"graph_snapshots":[{"event_id":"sha256:12b0847ba591e83b70b4cf79cb20b047c77ad4aecef2cf8eaa763ae0a14a43c5","target":"graph","created_at":"2026-05-20T02:06:03Z","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/2605.20128/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) are increasingly integrated into high-stakes decision-making. Inspired by the theory of \\emph{inattentional blindness} in human cognition, we investigate whether LLMs, trained on human-preferred corpora that embed attentional biases, exhibit a similar limitation: \\emph{failing to attend to subtle yet important contextual cues under explicit task instructions}. To evaluate this, we introduce the task of \\textbf{explicit-implicit reasoning} and present \\textbf{MixRea}, a benchmark of 2,246 multiple-choice questions across 9 reasoning types with varying distributions ","authors_text":"Lixin Duan, Minhao Liu, Wen Li, Yanru Zhang, Yuanqing Cai, Ziyi Huang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T17:15:08Z","title":"MixRea: Benchmarking Explicit-Implicit Reasoning in Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.20128","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:cb3226e2669bb0eb83f0132fed37a6936341d4427508a45b5b1fa06d58cc57bc","target":"record","created_at":"2026-05-20T02:06:03Z","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":"78b6a86fc2a3f0b868a6844ebfea9dadad847cbf177ed8388a44b182d4ad113a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2026-05-19T17:15:08Z","title_canon_sha256":"f94deb31468f37298eafb9c05923cc3302ef2a65c6bb9762241213f7e1796d7c"},"schema_version":"1.0","source":{"id":"2605.20128","kind":"arxiv","version":1}},"canonical_sha256":"4fa3cc806a21eba44d14863244be4bb9948f074e73a4d7dc18370068a315c073","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4fa3cc806a21eba44d14863244be4bb9948f074e73a4d7dc18370068a315c073","first_computed_at":"2026-05-20T02:06:03.360378Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T02:06:03.360378Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aq/s9lGyNuqxVZDfe0B6bje7YHju6RGsa/tgznYjC1XubhCjeKsGEqTxFXN8vUEe4HtHtQZ0gqbDJimFDI4UDA==","signature_status":"signed_v1","signed_at":"2026-05-20T02:06:03.361030Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.20128","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cb3226e2669bb0eb83f0132fed37a6936341d4427508a45b5b1fa06d58cc57bc","sha256:12b0847ba591e83b70b4cf79cb20b047c77ad4aecef2cf8eaa763ae0a14a43c5"],"state_sha256":"9271f749dd9135dc39423768051031d09e4d3f93c4123d5d21e6cfce8920ab2e"}