{ "format": "daily-project-prototype-v1", "project": "rag-evaluation", "title": "RAG Evaluation Lab", "domain": "ai-evaluation", "mode": "classifier", "labels": [ "retrieval-miss", "unsupported-answer", "citation-gap", "abstention-error" ], "prototypes": { "retrieval-miss": { "the": 15, "expected": 3, "document": 3, "never": 3, "appeared": 3, "in": 5, "top": 3, "results": 3, "relevant": 6, "evidence": 3, "was": 3, "absent": 3, "from": 3, "retrieved": 3, "context": 3, "an": 4, "operations": 2, "review": 2, "for": 2, "evaluation": 2, "case": 2, "ranking": 3, "placed": 3, "irrelevant": 3, "policy": 3, "above": 3, "correct": 3, "section": 3, "item": 3, "fell": 3, "outside": 3, "accepted": 3, "retrieval": 3, "window": 3 }, "unsupported-answer": { "in": 4, "an": 4, "operations": 2, "review": 2, "the": 6, "response": 4, "makes": 2, "a": 4, "claim": 4, "not": 2, "present": 2, "any": 2, "source": 2, "answer": 2, "faithfulness": 2, "failed": 2, "despite": 2, "available": 2, "context": 2, "for": 2, "evaluation": 2, "case": 2, "invented": 2, "product": 2, "limit": 2, "generated": 2, "cannot": 2, "be": 2, "traced": 2, "to": 2, "retrieved": 2, "evidence": 2 }, "citation-gap": { "the": 2, "answer": 4, "is": 2, "correct": 2, "but": 2, "has": 2, "no": 2, "source": 2, "reference": 2, "citation": 2, "coverage": 2, "failed": 2, "for": 3, "an": 3, "otherwise": 2, "supported": 2, "evaluation": 1, "case": 1 }, "abstention-error": { "the": 4, "system": 2, "answered": 2, "even": 2, "though": 2, "evidence": 2, "was": 2, "insufficient": 2, "answer": 2, "policy": 2, "should": 2, "have": 2, "triggered": 2, "abstention": 2, "in": 1, "an": 1, "operations": 1, "review": 1 } }, "idf": { "relevant": 1.847298, "evidence": 1.847298, "was": 2.252763, "absent": 2.252763, "from": 2.252763, "retrieved": 1.847298, "context": 1.847298, "answer": 1.559616, "faithfulness": 2.252763, "failed": 1.847298, "despite": 2.252763, "available": 2.252763, "citation": 2.252763, "coverage": 2.252763, "for": 2.252763, "an": 2.252763, "otherwise": 2.252763, "supported": 2.252763, "the": 1.559616, "policy": 2.252763, "should": 2.252763, "have": 2.252763, "triggered": 2.252763, "abstention": 2.252763, "item": 2.252763, "fell": 2.252763, "outside": 2.252763, "accepted": 2.252763, "retrieval": 2.252763, "window": 2.252763, "generated": 2.252763, "claim": 2.252763, "cannot": 2.252763, "be": 2.252763, "traced": 2.252763, "to": 2.252763 }, "documents": [ { "id": "eval-01", "label": "retrieval-miss", "text": "Relevant evidence was absent from retrieved context.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } }, { "id": "eval-02", "label": "unsupported-answer", "text": "Answer faithfulness failed despite available context.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } }, { "id": "eval-03", "label": "citation-gap", "text": "Citation coverage failed for an otherwise supported answer.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } }, { "id": "eval-04", "label": "abstention-error", "text": "The answer policy should have triggered abstention.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } }, { "id": "eval-05", "label": "retrieval-miss", "text": "The relevant item fell outside the accepted retrieval window.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } }, { "id": "eval-06", "label": "unsupported-answer", "text": "The generated claim cannot be traced to retrieved evidence.", "metadata": { "synthetic": true, "domain": "ai-evaluation" } } ], "graph_edges": [], "confidence_threshold": 0.18, "trained_on_synthetic_data": true }