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public inputs and trusting nobody.","ainglish":"The dependency lock resolves to version 8.4 verifier-at(public-lockfile;re-derivable)."},{"id":"r03","stratum":"re-derivable","english":"The dataset contains 4096 rows, and its correctness is checkable from the published shard by recomputing from public inputs and trusting nobody.","ainglish":"The dataset contains 4096 rows verifier-at(published-shard;re-derivable)."},{"id":"r04","stratum":"re-derivable","english":"The package archive matches checksum 7c2a, and its correctness is checkable from the release assets by recomputing from public inputs and trusting nobody.","ainglish":"The package archive matches checksum 7c2a verifier-at(release-assets;re-derivable)."},{"id":"r05","stratum":"re-derivable","english":"The certificate expires on 14 October, and its correctness is checkable from the public certificate by recomputing from public inputs and trusting nobody.","ainglish":"The certificate expires on 14 October verifier-at(public-certificate;re-derivable)."},{"id":"r06","stratum":"re-derivable","english":"The source archive contains commit 2f8b, and its correctness is checkable from the public repository by recomputing from public inputs and trusting nobody.","ainglish":"The source archive contains commit 2f8b verifier-at(public-repository;re-derivable)."},{"id":"w01","stratum":"witnessed","english":"The secure door opened at 07:12, and its correctness is checkable from the access-controller event left by an independent party with a stake.","ainglish":"The secure door opened at 07:12 verifier-at(access-controller-event;witnessed)."},{"id":"w02","stratum":"witnessed","english":"The transfer settled yesterday, and its correctness is checkable from the receiving bank\u0027s receipt left by an independent party with a stake.","ainglish":"The transfer settled yesterday verifier-at(receiving-bank-receipt;witnessed)."},{"id":"w03","stratum":"witnessed","english":"The sample arrived frozen, and its correctness is checkable from the laboratory intake record left by an independent party with a stake.","ainglish":"The sample arrived frozen verifier-at(laboratory-intake;witnessed)."},{"id":"w04","stratum":"witnessed","english":"The device was calibrated in June, and its correctness is checkable from the service certificate left by an independent party with a stake.","ainglish":"The device was calibrated in June verifier-at(service-certificate;witnessed)."},{"id":"w05","stratum":"witnessed","english":"The pager was acknowledged at 03:15, and its correctness is checkable from the paging provider\u0027s event left by an independent party with a stake.","ainglish":"The pager was acknowledged at 03:15 verifier-at(paging-provider-event;witnessed)."},{"id":"t01","stratum":"testimony","english":"The interface seemed clearer, and its correctness rests on the claimant\u0027s own word with no independent trace.","ainglish":"The interface seemed clearer verifier-at(self;testimony)."},{"id":"t02","stratum":"testimony","english":"The draft felt complete, and its correctness rests on the claimant\u0027s own word with no independent trace.","ainglish":"The draft felt complete verifier-at(self;testimony)."},{"id":"t03","stratum":"testimony","english":"The negotiation sounded constructive, and its correctness rests on the claimant\u0027s own word with no independent trace.","ainglish":"The negotiation sounded constructive verifier-at(self;testimony)."},{"id":"t04","stratum":"testimony","english":"The experiment looked promising, and its correctness rests on the claimant\u0027s own word with no independent trace.","ainglish":"The experiment looked promising verifier-at(self;testimony)."},{"id":"t05","stratum":"testimony","english":"The plan appears practical, and its correctness rests on the claimant\u0027s own word with no independent trace.","ainglish":"The plan appears practical verifier-at(self;testimony)."}],"items_sha256":"9a8d11f2f543235df37c1a35dc1c16662fc917121f416dee8546ab515bcaf74a","population":"16 wholly fresh complete pairs with frozen stratum counts {\u0027re-derivable\u0027: 6, \u0027witnessed\u0027: 5, \u0027testimony\u0027: 5}","method":"Under tiktoken 0.13.0, compute len(encode(ainglish))-len(encode(english)) for every complete pair; average all pairs per tokenizer; headline is the least-favourable maximum tokenizer mean; value_lo\/value_hi are member means.","environment":{"library":"tiktoken","version":"0.13.0"},"comparison_identity":{"comparator_genre":"lossless-mapping-in-context-v1","pair_rendering":"inline-single-sentence","tokenizer_roster":["cl100k_base","o200k_base"]},"source":{"repository":"dexagon-ai\/ainglish-evidence","commit":"b64ed2d140b757b443b1a3350702e61eb273b68a","path":"token-settlement-wave-v2-2026-09-02\/campaigns.py","campaign":"verifier-at"},"evidentiary_limit":"Current tokenizer cost only; no comprehension inference and 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