{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:AXO6EMVSNKBPJLFAULFGRWNY3Y","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":"c5464c89c502a7e7e750114159df696351d25d1c55f1bdd129fd0f9afdfebec6","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-13T07:55:54Z","title_canon_sha256":"12e028ead19184a5c094ec06848cb20c118c6c74751e27bff8526fa4828ce2f0"},"schema_version":"1.0","source":{"id":"2502.09042","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.09042","created_at":"2026-07-05T10:40:16Z"},{"alias_kind":"arxiv_version","alias_value":"2502.09042v2","created_at":"2026-07-05T10:40:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.09042","created_at":"2026-07-05T10:40:16Z"},{"alias_kind":"pith_short_12","alias_value":"AXO6EMVSNKBP","created_at":"2026-07-05T10:40:16Z"},{"alias_kind":"pith_short_16","alias_value":"AXO6EMVSNKBPJLFA","created_at":"2026-07-05T10:40:16Z"},{"alias_kind":"pith_short_8","alias_value":"AXO6EMVS","created_at":"2026-07-05T10:40:16Z"}],"graph_snapshots":[{"event_id":"sha256:e5618176bcfe5aabd1b23709703807c88046525eeca6925c1a9e2a568320c8a1","target":"graph","created_at":"2026-07-05T10:40:16Z","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/2502.09042/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper introduces Typhoon T1, an open effort to develop an open Thai reasoning model. A reasoning model is a relatively new type of generative model built on top of large language models (LLMs). A reasoning model generates a long chain of thought before arriving at a final answer, an approach found to improve performance on complex tasks. However, details on developing such a model are limited, especially for reasoning models that can generate traces in a low-resource language. Typhoon T1 presents an open effort that dives into the details of developing a reasoning model in a more cost-eff","authors_text":"Kasima Tharnpipitchai, Kunat Pipatanakul, Pittawat Taveekitworachai, Potsawee Manakul","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-13T07:55:54Z","title":"Typhoon T1: An Open Thai Reasoning Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.09042","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":"sha256:7f09c35e800a5ea7a52ea76ecef50951df6f434d9a8dbc4b3cb8ca49e806990b","target":"record","created_at":"2026-07-05T10:40:16Z","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":"c5464c89c502a7e7e750114159df696351d25d1c55f1bdd129fd0f9afdfebec6","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-13T07:55:54Z","title_canon_sha256":"12e028ead19184a5c094ec06848cb20c118c6c74751e27bff8526fa4828ce2f0"},"schema_version":"1.0","source":{"id":"2502.09042","kind":"arxiv","version":2}},"canonical_sha256":"05dde232b26a82f4aca0a2ca68d9b8de25dadbe1607fc9574b3e38f9558ce352","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"05dde232b26a82f4aca0a2ca68d9b8de25dadbe1607fc9574b3e38f9558ce352","first_computed_at":"2026-07-05T10:40:16.905577Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:40:16.905577Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6uRscr+VqEwnyryUlQqvL+yec0mgVClS9hzw222gnRCBaAnEPiv3+E1FWmZoT/i218sLDfGg04uBqHF9G3rLCA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:40:16.906012Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.09042","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7f09c35e800a5ea7a52ea76ecef50951df6f434d9a8dbc4b3cb8ca49e806990b","sha256:e5618176bcfe5aabd1b23709703807c88046525eeca6925c1a9e2a568320c8a1"],"state_sha256":"a986e7354cbb40f14359f271058d73c57975d2999a1fe8bfe704cb7d27048ddf"}