{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XVXZOO6RVC2NTAFA7ZQSLGLPW7","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":"fcd0a23cc2f07a874fba6cdc1ea81eff6d34f7815023c8284e80461671dacaf8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T10:58:45Z","title_canon_sha256":"7275be70d7b7600b960420328f25ee92cfe5510737a8c59c1342e3e758a0dd24"},"schema_version":"1.0","source":{"id":"2506.05976","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.05976","created_at":"2026-07-05T11:17:14Z"},{"alias_kind":"arxiv_version","alias_value":"2506.05976v1","created_at":"2026-07-05T11:17:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.05976","created_at":"2026-07-05T11:17:14Z"},{"alias_kind":"pith_short_12","alias_value":"XVXZOO6RVC2N","created_at":"2026-07-05T11:17:14Z"},{"alias_kind":"pith_short_16","alias_value":"XVXZOO6RVC2NTAFA","created_at":"2026-07-05T11:17:14Z"},{"alias_kind":"pith_short_8","alias_value":"XVXZOO6R","created_at":"2026-07-05T11:17:14Z"}],"graph_snapshots":[{"event_id":"sha256:3ebe7e3f7fcb96f3a9950ccceb9b70d9190aa0c73f4ee5db77e69062f93ba3f0","target":"graph","created_at":"2026-07-05T11:17:14Z","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/2506.05976/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Our contribution to the SemEval 2025 shared task 10, subtask 1 on entity framing, tackles the challenge of providing the necessary segments from longer documents as context for classification with a masked language model. We show that a simple entity-oriented heuristics for context selection can enable text classification using models with limited context window. Our context selection approach and the XLM-RoBERTa language model is on par with, or outperforms, Supervised Fine-Tuning with larger generative language models.","authors_text":"Egil R{\\o}nningstad, Gaurav Negi","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T10:58:45Z","title":"LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.05976","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":"sha256:28a9fbc2c9656fdb52b74e53f08c0265a11b97ab40b1e33063d4eb40a5375afe","target":"record","created_at":"2026-07-05T11:17:14Z","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":"fcd0a23cc2f07a874fba6cdc1ea81eff6d34f7815023c8284e80461671dacaf8","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-06T10:58:45Z","title_canon_sha256":"7275be70d7b7600b960420328f25ee92cfe5510737a8c59c1342e3e758a0dd24"},"schema_version":"1.0","source":{"id":"2506.05976","kind":"arxiv","version":1}},"canonical_sha256":"bd6f973bd1a8b4d980a0fe6125996fb7d434d53eaf3546857c532afaa9c64d8d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bd6f973bd1a8b4d980a0fe6125996fb7d434d53eaf3546857c532afaa9c64d8d","first_computed_at":"2026-07-05T11:17:14.111460Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:14.111460Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"He7SjAoSXNTSz/RhpADEMvOxkqrwizdAWhHTAdm5IdhKVb9KsIurA0C2W4h+L9WYE4v6vOQrVeM1Oi3mhuYdDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:14.112000Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.05976","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:28a9fbc2c9656fdb52b74e53f08c0265a11b97ab40b1e33063d4eb40a5375afe","sha256:3ebe7e3f7fcb96f3a9950ccceb9b70d9190aa0c73f4ee5db77e69062f93ba3f0"],"state_sha256":"0e13878df96e4c7280644ae2aae0afa9302b5830be8245cc59358abeb4dd873e"}