{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:IDU3KU5HIC7U4RVCTYVO5QDR2Z","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":"130068dc60a864a5d4aa19e754c19295ff3a130f2d415b9d6f76900d6e68c59e","cross_cats_sorted":["cs.FL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-02-06T15:54:36Z","title_canon_sha256":"a02901b6602bb8e1b5ae035a4e7cb219288d01601f0273dc5603b6a57015a38d"},"schema_version":"1.0","source":{"id":"1302.1530","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1302.1530","created_at":"2026-05-18T03:34:23Z"},{"alias_kind":"arxiv_version","alias_value":"1302.1530v1","created_at":"2026-05-18T03:34:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1302.1530","created_at":"2026-05-18T03:34:23Z"},{"alias_kind":"pith_short_12","alias_value":"IDU3KU5HIC7U","created_at":"2026-05-18T12:27:46Z"},{"alias_kind":"pith_short_16","alias_value":"IDU3KU5HIC7U4RVC","created_at":"2026-05-18T12:27:46Z"},{"alias_kind":"pith_short_8","alias_value":"IDU3KU5H","created_at":"2026-05-18T12:27:46Z"}],"graph_snapshots":[{"event_id":"sha256:7080b8d49551956376f249c9effa979e05b96784fcf41b0ad04f72cb5a5c1fec","target":"graph","created_at":"2026-05-18T03:34:23Z","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"},"paper":{"abstract_excerpt":"This paper introduces a new algorithm for the induction if complex finite state automata from samples of behavior.  The algorithm is based on information theoretic principles.  The algorithm reduces the search space by many orders of magnitude over what was previously thought possible.  We compare the algorithm with some existing induction techniques for finite state automata and show that the algorithm is much superior in both run time and quality of inductions.","authors_text":"Jonathan Oliver, Matthew S. Collins","cross_cats":["cs.FL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-02-06T15:54:36Z","title":"Efficient Induction of Finite State Automata"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1302.1530","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":"sha256:56644d123d86bf6da089570e9525241f703b7f343bd151a65ca69576df51663a","target":"record","created_at":"2026-05-18T03:34:23Z","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":"130068dc60a864a5d4aa19e754c19295ff3a130f2d415b9d6f76900d6e68c59e","cross_cats_sorted":["cs.FL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-02-06T15:54:36Z","title_canon_sha256":"a02901b6602bb8e1b5ae035a4e7cb219288d01601f0273dc5603b6a57015a38d"},"schema_version":"1.0","source":{"id":"1302.1530","kind":"arxiv","version":1}},"canonical_sha256":"40e9b553a740bf4e46a29e2aeec071d664be05078db75a01c63b3d4cfa4edfc7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"40e9b553a740bf4e46a29e2aeec071d664be05078db75a01c63b3d4cfa4edfc7","first_computed_at":"2026-05-18T03:34:23.931698Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:34:23.931698Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"11vRo4QYrYxz4ffEL52q/E8JpH1fjqf/Iy4r5QqTHGLKlUFneQpvqzsl1OhNPhQZCBeU8Ok79ucnkkncfMRmAA==","signature_status":"signed_v1","signed_at":"2026-05-18T03:34:23.932328Z","signed_message":"canonical_sha256_bytes"},"source_id":"1302.1530","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:56644d123d86bf6da089570e9525241f703b7f343bd151a65ca69576df51663a","sha256:7080b8d49551956376f249c9effa979e05b96784fcf41b0ad04f72cb5a5c1fec"],"state_sha256":"dfcf2f848f8494acc62796da6a1e69a68c00a76b2de8ba77eab9d84327fb9a1e"}