Dataset card: wording and v1.1 repair counts match the paper

Card: TruthfulQA-476 as the default config (split=test); lead with drop-in replacement usage

v1.1 release: TruthfulQA-476, SurfaceFlipped-131, Natural-131, verification sheets, cached embeddings

Sync to canonical TruthfulQA-476 (theta=0.53); deanonymized card

Replace README with structurally clean version

Fix broken BibTeX in citation block

Mark paper as manuscript in preparation in citation

Add YAML metadata header to dataset card

Add surface_audited_manifest.csv

Add surface_audited/tqa_tau054.csv

Add surface_audited/tqa_tau053.csv

Add surface_audited/tqa_tau052.csv

Add surface_audited/pair_ids/pair_ids_tau054.json

Add surface_audited/pair_ids/pair_ids_tau053.json

Add surface_audited/pair_ids/pair_ids_tau052.json

Add feature_balanced_manifest.csv

Add feature_balanced/tqa_K650.csv

Add feature_balanced/tqa_K595.csv

Add feature_balanced/tqa_K550.csv

Add feature_balanced/tqa_K500.csv

Add feature_balanced/tqa_K450.csv

Add feature_balanced/tqa_K400.csv

Add feature_balanced/tqa_K350.csv

Add feature_balanced/tqa_K300.csv

Add feature_balanced/pair_ids/pair_ids_K650.json

Add feature_balanced/pair_ids/pair_ids_K595.json

Add feature_balanced/pair_ids/pair_ids_K550.json

Add feature_balanced/pair_ids/pair_ids_K500.json

Add feature_balanced/pair_ids/pair_ids_K450.json

Add feature_balanced/pair_ids/pair_ids_K400.json

Add feature_balanced/pair_ids/pair_ids_K350.json

Add feature_balanced/pair_ids/pair_ids_K300.json

Add README.md

initial commit