Theological Guardrails Pipeline

For God so loved the world that he gave his only begotten Son, that whoever believes in him should not perish but have eternal life. - John 3:16

Classify theological statements as orthodox, heterodox, or denominational distinctive based on the first six ecumenical councils. Three-model pipeline: RoBERTa-large classifier + MiniLM-L12 embedder + Flan-T5-base explainer.

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Examples