{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:4FDAYD3LYSWNONQDMZWWRUTB5T","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":"ad1a29fc2f6f69e343b3f4ae3df7d6c2b5b80d11fab444d2f6ed525ad105bff2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-08T16:46:24Z","title_canon_sha256":"239cf381b6dd326d67d6949d634794c609bdbdb81547cbf535fe31030fa07cac"},"schema_version":"1.0","source":{"id":"2505.05406","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.05406","created_at":"2026-05-22T01:03:42Z"},{"alias_kind":"arxiv_version","alias_value":"2505.05406v3","created_at":"2026-05-22T01:03:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.05406","created_at":"2026-05-22T01:03:42Z"},{"alias_kind":"pith_short_12","alias_value":"4FDAYD3LYSWN","created_at":"2026-05-22T01:03:42Z"},{"alias_kind":"pith_short_16","alias_value":"4FDAYD3LYSWNONQD","created_at":"2026-05-22T01:03:42Z"},{"alias_kind":"pith_short_8","alias_value":"4FDAYD3L","created_at":"2026-05-22T01:03:42Z"}],"graph_snapshots":[{"event_id":"sha256:ec69beb1b1024b0e9233d362ce252f3fc60f8f14310cab8090cc85108ba69b2d","target":"graph","created_at":"2026-05-22T01:03:42Z","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/2505.05406/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"News headlines and summaries shape how events are interpreted through selective emphasis and omission, a phenomenon commonly referred to as framing. Large language models are now routinely used to generate such content, yet existing evaluation frameworks largely overlook this dimension. We introduce Frame In, Frame Out (FIFO), the first large-scale benchmark for measuring framing presence in LLM-generated news summaries, grounded in the widely used XSum dataset. FIFO combines 15,499 jury-annotated examples with 320 expert-labeled instances ($\\kappa = 0.61$) to validate and calibrate model-base","authors_text":"Nafise Sadat Moosavi, Valeria Pastorino","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-08T16:46:24Z","title":"Frame In, Frame Out: Measuring Framing Bias in LLM-Generated News Summaries"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.05406","kind":"arxiv","version":3},"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:c6064010a198483e82d8538d92b55adcafae6870fb7cf456233f58c931a295b5","target":"record","created_at":"2026-05-22T01:03:42Z","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":"ad1a29fc2f6f69e343b3f4ae3df7d6c2b5b80d11fab444d2f6ed525ad105bff2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-05-08T16:46:24Z","title_canon_sha256":"239cf381b6dd326d67d6949d634794c609bdbdb81547cbf535fe31030fa07cac"},"schema_version":"1.0","source":{"id":"2505.05406","kind":"arxiv","version":3}},"canonical_sha256":"e1460c0f6bc4acd73603666d68d261ecef897da0d9722cc3d69ac8eec25abf32","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e1460c0f6bc4acd73603666d68d261ecef897da0d9722cc3d69ac8eec25abf32","first_computed_at":"2026-05-22T01:03:42.644593Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-22T01:03:42.644593Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ET2milHZU0u3s19o/hf3irBDiDqxBSHQF3ruKC/CImNccuF6llsIW8bGMr4Itt5CWXGJZJLpEM7ySjOigg3MAA==","signature_status":"signed_v1","signed_at":"2026-05-22T01:03:42.645569Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.05406","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c6064010a198483e82d8538d92b55adcafae6870fb7cf456233f58c931a295b5","sha256:ec69beb1b1024b0e9233d362ce252f3fc60f8f14310cab8090cc85108ba69b2d"],"state_sha256":"76dbbe2d4ecd92cbc0fb10c1b1e9d75a435db73d02ab08a094923874abf71670"}