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End of preview. Expand in Data Studio

UncGPT — Semantic-Approved 1.25σ Conversations

Conversations from the UncGPT v7 cohort that passed the tight (1.25σ) semantic gate against the contrast boundary. Useful for tight cohort training and as an ablation against the wider 1.50σ candidate cohort.

Part of the UncGPT NeurIPS 2026 Competition collection.

Configs

Config What it is
approved_manifest (default) rows for conversations that passed the 1.25σ semantic gate
rejected_manifest rows for conversations that were rejected

Each manifest row contains: conversation_id, care_level, dataset, file, dataset_relative_path, persona_id, turns, original_gate_passed, failed_components_1p25, n_failed_components.

Related cohorts in the collection

Dataset Tier Use
this one 1.25σ tight strict semantic gate
uncgpt-conversations-semantic-approved-1p25-repaired-paperclip 1.25σ tight leak-repaired, normalized diary fields
uncgpt-conversations-semantic-approved-1p50-candidate 1.50σ wider candidate for higher-recall use cases
uncgpt-conversations-v7-69-total live-approved canonical current canonical cohort (4,761 approved)

Boundary

Boundary manifest, audit logs, and per-component failure counts are under manifests/ and boundary/.

Provenance

Synthetic conversations only; same pipeline as the rest of UncGPT (Reza2kn/KakoVerse). The older paperclip_all_1803 source was removed from data/ because an audit found visible uncle-diary leakage in that old harness output — use the -repaired-paperclip cohort instead.

License

CC-BY-4.0.

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