{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XCDBV57COXLWZTGK5NR3BMX6R4","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":"e135b08dd6837f86137cfe3f62dd651fe87656472a9a8033f823605baad8f83f","cross_cats_sorted":["cs.AI","cs.GT"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-03-05T17:03:28Z","title_canon_sha256":"1e0c72777ce2b66590113c4f0df099c17c5a61eeefb4bfbb84b8caac66fae271"},"schema_version":"1.0","source":{"id":"2503.04840","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.04840","created_at":"2026-07-05T10:25:50Z"},{"alias_kind":"arxiv_version","alias_value":"2503.04840v1","created_at":"2026-07-05T10:25:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.04840","created_at":"2026-07-05T10:25:50Z"},{"alias_kind":"pith_short_12","alias_value":"XCDBV57COXLW","created_at":"2026-07-05T10:25:50Z"},{"alias_kind":"pith_short_16","alias_value":"XCDBV57COXLWZTGK","created_at":"2026-07-05T10:25:50Z"},{"alias_kind":"pith_short_8","alias_value":"XCDBV57C","created_at":"2026-07-05T10:25:50Z"}],"graph_snapshots":[{"event_id":"sha256:df42457bab8daab8c9c253753442320f52a7483f81f455839978132c8fe870bf","target":"graph","created_at":"2026-07-05T10:25:50Z","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/2503.04840/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) are increasingly deployed across diverse contexts to support decision-making. While existing evaluations effectively probe latent model capabilities, they often overlook the impact of context framing on perceived rational decision-making. In this study, we introduce a novel evaluation framework that systematically varies evaluation instances across key features and procedurally generates vignettes to create highly varied scenarios. By analyzing decision-making patterns across different contexts with the same underlying game structure, we uncover significant context","authors_text":"Isaac Robinson, John Burden","cross_cats":["cs.AI","cs.GT"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-03-05T17:03:28Z","title":"Framing the Game: How Context Shapes LLM Decision-Making"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.04840","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":"sha256:8142d0b7f9f3b1ffef31625958789062e014a8e07aecab0ee0adad97d4339aba","target":"record","created_at":"2026-07-05T10:25:50Z","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":"e135b08dd6837f86137cfe3f62dd651fe87656472a9a8033f823605baad8f83f","cross_cats_sorted":["cs.AI","cs.GT"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-03-05T17:03:28Z","title_canon_sha256":"1e0c72777ce2b66590113c4f0df099c17c5a61eeefb4bfbb84b8caac66fae271"},"schema_version":"1.0","source":{"id":"2503.04840","kind":"arxiv","version":1}},"canonical_sha256":"b8861af7e275d76ccccaeb63b0b2fe8f3141a8f1b5ddbb0bedda350d0bb0fa1d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b8861af7e275d76ccccaeb63b0b2fe8f3141a8f1b5ddbb0bedda350d0bb0fa1d","first_computed_at":"2026-07-05T10:25:50.263726Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:25:50.263726Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9LpATcOY3BL10Mg3xvZDVT/UlcvDFR/x6OOa2nwYRQaMdyoSqkC8qQm/yin0rCEie6c0ArkfMzHADGWVJ6otAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:25:50.264406Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.04840","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8142d0b7f9f3b1ffef31625958789062e014a8e07aecab0ee0adad97d4339aba","sha256:df42457bab8daab8c9c253753442320f52a7483f81f455839978132c8fe870bf"],"state_sha256":"a0271bd944b79848dcca8d3bc414eea89d9a027e14759c55455f8f727ba233ce"}