523c072818
Phase 3 — vault exact recall index: - Replace O(N) np.array_equal scan with hash-based exact-match index - Add optional max_entries with deterministic FIFO eviction - Index rebuilds on reproject for consistency Phase 4 — Rust versor_apply parity: - Fix CGA metric signature (+,+,+,+,-) and blade ordering to match Python - Implement versor_apply_closed with null-vector preservation, f64 unitize, and construction seed fallback matching Python closure semantics - Gate Rust dispatch behind CORE_BACKEND=rust; Python remains default - Add f64 geometric product for closure-path precision Phase 5 — cognitive quality pack expansion: - Expand lexicon from 55 to 70 entries (evidence, inference, procedure, verification, distinction, relation, thought, understanding, judgment, principle, order, connectives) - Improve semantic templates for cause, procedure, comparison, recall, verification intents - Expand eval cases from 20 to 45 across all categories Validation: 491 tests pass, 45 eval cases at 100% all metrics.
45 lines
12 KiB
JSON
45 lines
12 KiB
JSON
{"id": "definition_truth_001", "category": "definition", "prompt": "What is truth?", "expected_intent": "definition", "expected_terms": ["truth"], "expected_surface_contains": ["truth"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_light_002", "category": "definition", "prompt": "What is light?", "expected_intent": "definition", "expected_terms": ["light"], "expected_surface_contains": ["light"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_knowledge_003", "category": "definition", "prompt": "What is knowledge?", "expected_intent": "definition", "expected_terms": ["knowledge"], "expected_surface_contains": ["knowledge"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_meaning_004", "category": "definition", "prompt": "What is meaning?", "expected_intent": "definition", "expected_terms": ["meaning"], "expected_surface_contains": ["meaning"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "comparison_truth_light_005", "category": "comparison", "prompt": "Compare truth and light", "expected_intent": "comparison", "expected_terms": ["truth", "light"], "expected_surface_contains": ["truth", "light"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "comparison_word_meaning_006", "category": "comparison", "prompt": "Compare word and meaning", "expected_intent": "comparison", "expected_terms": ["word", "meaning"], "expected_surface_contains": ["word", "meaning"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_light_007", "category": "cause", "prompt": "Why does light exist?", "expected_intent": "cause", "expected_terms": ["light"], "expected_surface_contains": ["light"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_creation_008", "category": "cause", "prompt": "Why does creation matter?", "expected_intent": "cause", "expected_terms": ["creation"], "expected_surface_contains": ["creation"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_wisdom_009", "category": "cause", "prompt": "Why does wisdom matter?", "expected_intent": "cause", "expected_terms": ["wisdom"], "expected_surface_contains": ["wisdom"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "procedure_define_010", "category": "procedure", "prompt": "How do I define a concept?", "expected_intent": "procedure", "expected_terms": ["concept"], "expected_surface_contains": ["concept"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "procedure_compare_011", "category": "procedure", "prompt": "How do I compare two terms?", "expected_intent": "procedure", "expected_terms": ["terms"], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "recall_truth_012", "category": "recall", "prompt": "Remember truth", "expected_intent": "recall", "expected_terms": ["truth"], "expected_surface_contains": ["truth"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "recall_light_013", "category": "recall", "prompt": "Remember light", "expected_intent": "recall", "expected_terms": ["light"], "expected_surface_contains": ["light"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "correction_basic_014", "category": "correction", "prompt": "No, that's wrong", "expected_intent": "correction", "expected_terms": [], "expected_surface_contains": ["correction"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "correction_specific_015", "category": "correction", "prompt": "No, correction means reviewed repair", "expected_intent": "correction", "expected_terms": ["correction"], "expected_surface_contains": ["correction"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "verification_truth_016", "category": "verification", "prompt": "Is truth coherent?", "expected_intent": "verification", "expected_terms": ["truth"], "expected_surface_contains": ["truth"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "verification_light_017", "category": "verification", "prompt": "Is light real?", "expected_intent": "verification", "expected_terms": ["light"], "expected_surface_contains": ["light"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "unknown_word_018", "category": "unknown", "prompt": "word beginning truth", "expected_intent": "unknown", "expected_terms": ["word", "truth"], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "unknown_logos_019", "category": "unknown", "prompt": "light logos", "expected_intent": "unknown", "expected_terms": ["light"], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_wisdom_020", "category": "definition", "prompt": "What is wisdom?", "expected_intent": "definition", "expected_terms": ["wisdom"], "expected_surface_contains": ["wisdom"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_evidence_021", "category": "definition", "prompt": "What is evidence?", "expected_intent": "definition", "expected_terms": ["evidence"], "expected_surface_contains": ["evidence"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_inference_022", "category": "definition", "prompt": "What is inference?", "expected_intent": "definition", "expected_terms": ["inference"], "expected_surface_contains": ["inference"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_procedure_023", "category": "definition", "prompt": "What is a procedure?", "expected_intent": "definition", "expected_terms": ["procedure"], "expected_surface_contains": ["procedure"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_verification_024", "category": "definition", "prompt": "What is verification?", "expected_intent": "definition", "expected_terms": ["verification"], "expected_surface_contains": ["verification"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_distinction_025", "category": "definition", "prompt": "What is distinction?", "expected_intent": "definition", "expected_terms": ["distinction"], "expected_surface_contains": ["distinction"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_relation_026", "category": "definition", "prompt": "What is a relation?", "expected_intent": "definition", "expected_terms": ["relation"], "expected_surface_contains": ["relation"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_identity_027", "category": "definition", "prompt": "What is identity?", "expected_intent": "definition", "expected_terms": ["identity"], "expected_surface_contains": ["identity"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "comparison_reason_cause_028", "category": "comparison", "prompt": "Compare reason and cause", "expected_intent": "comparison", "expected_terms": ["reason", "cause"], "expected_surface_contains": ["reason", "cause"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "comparison_knowledge_wisdom_029", "category": "comparison", "prompt": "Compare knowledge and wisdom", "expected_intent": "comparison", "expected_terms": ["knowledge", "wisdom"], "expected_surface_contains": ["knowledge", "wisdom"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "comparison_memory_recall_030", "category": "comparison", "prompt": "Compare memory and recall", "expected_intent": "comparison", "expected_terms": ["memory"], "expected_surface_contains": ["memory"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_truth_031", "category": "cause", "prompt": "Why does truth matter?", "expected_intent": "cause", "expected_terms": ["truth"], "expected_surface_contains": ["truth"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_knowledge_032", "category": "cause", "prompt": "Why does knowledge require evidence?", "expected_intent": "cause", "expected_terms": ["knowledge"], "expected_surface_contains": ["knowledge"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "cause_correction_033", "category": "cause", "prompt": "Why does correction help learning?", "expected_intent": "cause", "expected_terms": ["correction"], "expected_surface_contains": ["correction"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "procedure_verify_034", "category": "procedure", "prompt": "How do I verify a claim?", "expected_intent": "procedure", "expected_terms": [], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "procedure_correct_035", "category": "procedure", "prompt": "How can I correct an error?", "expected_intent": "procedure", "expected_terms": [], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "verification_wisdom_036", "category": "verification", "prompt": "Is wisdom the same as knowledge?", "expected_intent": "verification", "expected_terms": ["wisdom", "knowledge"], "expected_surface_contains": ["wisdom"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "verification_memory_037", "category": "verification", "prompt": "Does memory require recall?", "expected_intent": "verification", "expected_terms": ["memory"], "expected_surface_contains": ["memory"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "recall_wisdom_038", "category": "recall", "prompt": "Remember wisdom", "expected_intent": "recall", "expected_terms": ["wisdom"], "expected_surface_contains": ["wisdom"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "recall_knowledge_039", "category": "recall", "prompt": "Remember knowledge", "expected_intent": "recall", "expected_terms": ["knowledge"], "expected_surface_contains": ["knowledge"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "correction_truth_040", "category": "correction", "prompt": "Actually, truth requires evidence", "expected_intent": "correction", "expected_terms": ["truth"], "expected_surface_contains": ["correction"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "unknown_spirit_041", "category": "unknown", "prompt": "spirit wisdom truth", "expected_intent": "unknown", "expected_terms": ["wisdom", "truth"], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "unknown_evidence_042", "category": "unknown", "prompt": "evidence reason", "expected_intent": "unknown", "expected_terms": ["evidence", "reason"], "expected_surface_contains": [], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_thought_043", "category": "definition", "prompt": "What is thought?", "expected_intent": "definition", "expected_terms": ["thought"], "expected_surface_contains": ["thought"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_judgment_044", "category": "definition", "prompt": "What is judgment?", "expected_intent": "definition", "expected_terms": ["judgment"], "expected_surface_contains": ["judgment"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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{"id": "definition_understanding_045", "category": "definition", "prompt": "What is understanding?", "expected_intent": "definition", "expected_terms": ["understanding"], "expected_surface_contains": ["understanding"], "requires_versor_closure": true, "requires_deterministic_trace": true}
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