{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6ZACKEMDWVGKHW7HBJ2TLZCQJ3","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":"c713541112bcc9789bce0e43671353b23218108bac3cf464081c0e67cceaf8ac","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-07T15:53:10Z","title_canon_sha256":"0463ff1e931d447ca60a3f9734a261a052d9b3f5b11a7e8da920642d023152af"},"schema_version":"1.0","source":{"id":"2606.08696","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.08696","created_at":"2026-06-09T01:05:47Z"},{"alias_kind":"arxiv_version","alias_value":"2606.08696v1","created_at":"2026-06-09T01:05:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.08696","created_at":"2026-06-09T01:05:47Z"},{"alias_kind":"pith_short_12","alias_value":"6ZACKEMDWVGK","created_at":"2026-06-09T01:05:47Z"},{"alias_kind":"pith_short_16","alias_value":"6ZACKEMDWVGKHW7H","created_at":"2026-06-09T01:05:47Z"},{"alias_kind":"pith_short_8","alias_value":"6ZACKEMD","created_at":"2026-06-09T01:05:47Z"}],"graph_snapshots":[{"event_id":"sha256:b65686dc92a3401ee5710bd9705e0e250c3a970dda122710756817b48002d1d1","target":"graph","created_at":"2026-06-09T01:05:47Z","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/2606.08696/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Counterfactual recourse aims to provide actionable feature changes that would alter an unfavorable decision made by a predictive model. In practice, affected individuals often benefit from multiple feasible alternatives rather than a single optimal explanation. A natural way to produce such alternatives is to prompt large language models (LLMs). However, prompting incurs a practical constraint: the number of LLM calls is often the dominant computational and economic cost. Together, the need for multiple alternatives and this cost constraint shift the problem from finding a single high-quality ","authors_text":"Yasuo Tabei","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-07T15:53:10Z","title":"Agentic Search for Counterfactual Recourse under Fixed LLM Budgets"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.08696","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":"sha256:16b194631c681d2da39e033060ea747b4ab9d92237bbca70167cae76055d0252","target":"record","created_at":"2026-06-09T01:05:47Z","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":"c713541112bcc9789bce0e43671353b23218108bac3cf464081c0e67cceaf8ac","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-07T15:53:10Z","title_canon_sha256":"0463ff1e931d447ca60a3f9734a261a052d9b3f5b11a7e8da920642d023152af"},"schema_version":"1.0","source":{"id":"2606.08696","kind":"arxiv","version":1}},"canonical_sha256":"f640251183b54ca3dbe70a7535e4504ef45a8317e7cc06bbf9715ea6aa08056c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f640251183b54ca3dbe70a7535e4504ef45a8317e7cc06bbf9715ea6aa08056c","first_computed_at":"2026-06-09T01:05:47.730574Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-09T01:05:47.730574Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"2/JoTzLUUE+lt5NJihhtZyWqEv0Ei/to2Ss5ADDTN+mwbYm5Znj2/E+UClCIz9v9+bxK+vph8R67Tkx3TsGADA==","signature_status":"signed_v1","signed_at":"2026-06-09T01:05:47.731086Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.08696","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:16b194631c681d2da39e033060ea747b4ab9d92237bbca70167cae76055d0252","sha256:b65686dc92a3401ee5710bd9705e0e250c3a970dda122710756817b48002d1d1"],"state_sha256":"d8c807de4944f737414f13fc8936d6bff8e0d1cbe9d820bec1d4ca2ed17f50d9"}