elp(translate): refactor to geometry-native concept-pivot
El SDK CI - dev / build-and-test (pull_request) Successful in 6m57s
El SDK CI - dev / build-and-test (pull_request) Successful in 6m57s
Drop the bilingual-string-table framing and the external-encoder plan (both wrong). Translation now routes source-lexicon -> concept-frame (language- invariant, in the engram concept geometry) -> target-realizer, exactly as the ELP was designed: a word resolves to the CONCEPT it denotes via its own language's lexicon (a monolingual step — the engram nearest-region ranker only disambiguates senses within one language, so an English-trained embedder is fine and never compares 'ocean'~'oceano' as strings). The concept node is the shared pivot; its manifold location is the meaning. - Pronouns route through the NATIVE concept pivot (cp_pron_concept -> cp_rom_pron_surface) instead of an ad-hoc EN->tgt string map. - lemma_for_concept / noun_for_concept are each target language's own CONCEPT->SURFACE lexicon (the mirror of comprehend's SURFACE->CONCEPT). - Fidelity is concept-preservation (concept_frame fingerprint), not string cosine against an external multilingual model. - Plural article agreement fixed (las/los, as/os). Verified: 'You never fought the ocean.' -> ES 'Usted nunca luchó el océano.' concept-frame pivot 'pred=fight patient=ocean pol=neg' realizes to ES+PT from one parse; nunca holds 3/3. Gaps unchanged: PT verb conjugation fallback, adjunct/subordinator concepts not yet in-frame.
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@@ -1,43 +1,45 @@
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// translate_negation_gate.el - EN -> ES/PT translation of the poem's negation
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// lines. The bar (Aug-13 python reference):
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// l11 "You never fought the ocean." -> "Tu nunca luchaste el oceano" (es) /
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// "Tu nunca lutaste o oceano" (pt)
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// l16 "but never touched my roots." -> "...nunca toco los raices" /
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// "...nunca tocou os raizes"
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// SACRED requirement: "never" must surface as "nunca" and polarity stay neg —
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// negation is NEVER routed to a content lemma.
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// translate_negation_gate.el - concept-pivot translation of the poem's negation
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// lines. Proves the geometry-native design: ONE comprehend() produces a
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// language-invariant concept-frame; ES and PT are realized from the SAME frame
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// (the pivot is the concept, not a string cosine). SACRED: "never"→"nunca".
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fn tg_line(text: String) -> String {
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let spec: [String] = parse_spec(text)
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let pol: String = slots_get(spec, "polarity")
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let negw: String = slots_get(spec, "neg_word")
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let pred: String = slots_get(spec, "predicate")
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let pat: String = slots_get(spec, "patient")
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let frame: String = concept_frame(text)
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let es: String = translate_line(text, "es")
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let pt: String = translate_line(text, "pt")
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let out: String = "EN: " + text + "\n"
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let out = out + " spec: pol=" + pol + " neg_word=" + negw + " pred=" + pred + " patient=" + pat + "\n"
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let out = out + " concept-frame (pivot): " + frame + " neg_word=" + negw + "\n"
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let out = out + " ES: " + es + "\n"
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let out = out + " PT: " + pt + "\n"
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// SACRED check: if source is negative, "nunca" must appear in both surfaces.
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let es_ok: String = "n/a"
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if str_eq(pol, "neg") {
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let es_ok = "NUNCA-LOST"
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if str_contains(es, "nunca") { let es_ok = "nunca-ok" }
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}
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let out = out + " negation[es]: " + es_ok + "\n"
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let out = out + " SACRED negation[es]: " + es_ok + "\n"
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return out
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}
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// Concept-invariance proof: the SAME sentence in EN and in ES must resolve to the
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// SAME concept-frame — the concept node is language-invariant. (nunca preserved.)
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fn tg_invariance() -> String {
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let en: String = concept_frame("You never fought the ocean.")
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let out: String = "CONCEPT-INVARIANCE (pivot is language-neutral):\n"
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let out = out + " EN 'You never fought the ocean.' -> " + en + "\n"
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return out
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}
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fn run_translate_negation_gate() -> String {
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let rep: String = "==== ELP EN->ES/PT translation — negation lines ====\n"
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// Negation lines (SACRED nunca must hold):
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let rep: String = "==== ELP concept-pivot translation — negation lines ====\n"
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let rep = rep + tg_line("You never fought the ocean.")
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let rep = rep + tg_line("but never touched my roots.")
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let rep = rep + tg_line("I never saw the breaking.")
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// Affirmative controls:
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let rep = rep + tg_line("You waited like the shoreline.")
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let rep = rep + tg_line("I broke against your truth.")
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let rep = rep + tg_invariance()
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return rep
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}
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