{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:N7UPQJJLONT46SIENK3B5IWFRW","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":"9ba2b40563edfc281857bac219e35c981961be975357c2b585e3c5b7aef4c9f7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-04-20T11:19:47Z","title_canon_sha256":"8b37e77b62074a8a378cf342c82ce5470fe7966e439a60ce808bce480c125b33"},"schema_version":"1.0","source":{"id":"2504.14571","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.14571","created_at":"2026-07-05T11:51:26Z"},{"alias_kind":"arxiv_version","alias_value":"2504.14571v2","created_at":"2026-07-05T11:51:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.14571","created_at":"2026-07-05T11:51:26Z"},{"alias_kind":"pith_short_12","alias_value":"N7UPQJJLONT4","created_at":"2026-07-05T11:51:26Z"},{"alias_kind":"pith_short_16","alias_value":"N7UPQJJLONT46SIE","created_at":"2026-07-05T11:51:26Z"},{"alias_kind":"pith_short_8","alias_value":"N7UPQJJL","created_at":"2026-07-05T11:51:26Z"}],"graph_snapshots":[{"event_id":"sha256:fb57bbc491a9f7a897fea4bba4bcf380fe931f901e880e2632e92d018c91963a","target":"graph","created_at":"2026-07-05T11:51:26Z","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/2504.14571/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As Large Language Models (LLMs) become increasingly embedded in empirical research workflows, their use as analytical tools for quantitative or qualitative data raises pressing concerns for scientific integrity. This opinion paper draws a parallel between \"prompt-hacking\", the strategic tweaking of prompts to elicit desirable outputs from LLMs, and the well-documented practice of \"p-hacking\" in statistical analysis. We argue that the inherent biases, non-determinism, and opacity of LLMs make them unsuitable for data analysis tasks demanding rigor, impartiality, and reproducibility. We emphasiz","authors_text":"Sebastian Feger, Thomas Kosch","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-04-20T11:19:47Z","title":"Prompt-Hacking: The New p-Hacking?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.14571","kind":"arxiv","version":2},"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":"sha256:02a9282ceaa170740ffe1d926c2959c13c31f0e969a72a47c74410db58604cf1","target":"record","created_at":"2026-07-05T11:51:26Z","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":"9ba2b40563edfc281857bac219e35c981961be975357c2b585e3c5b7aef4c9f7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-04-20T11:19:47Z","title_canon_sha256":"8b37e77b62074a8a378cf342c82ce5470fe7966e439a60ce808bce480c125b33"},"schema_version":"1.0","source":{"id":"2504.14571","kind":"arxiv","version":2}},"canonical_sha256":"6fe8f8252b7367cf49046ab61ea2c58d96a1d5bf227c8aec28714720bff5e4f2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6fe8f8252b7367cf49046ab61ea2c58d96a1d5bf227c8aec28714720bff5e4f2","first_computed_at":"2026-07-05T11:51:26.088688Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:51:26.088688Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"O0xmpYc7LgLl7yRPWPANVScsRlAIwj1/lmDjHMqXsMZivRiz7abj+wy+MUrzEOfA7iayTgf13IfDfNCadE+hCA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:51:26.089175Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.14571","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:02a9282ceaa170740ffe1d926c2959c13c31f0e969a72a47c74410db58604cf1","sha256:fb57bbc491a9f7a897fea4bba4bcf380fe931f901e880e2632e92d018c91963a"],"state_sha256":"f300e6705537cec39005f1e303155195d8786b50b773985cb220301f8a2fc8a9"}