datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fda-warning-letterslegal-advice-letter-fact-law-risk-warning-coherence-v0.1What this dataset does
You receive
objective
facts
evidence
legal position
risk warning
assumptions
next steps
file flags
You decide
coherent
or
incoherent
Daily use
advice QC
missing risk warning detection
fact gap detection
contradiction detection
fda-warning-letter-escalation
FDA Warning Letter Escalation Dataset
Version: 1.0.0 | Records: 14,810 | Price: $2,000 | Source: FDA (public domain)
Dataset Summary
The dataset's core signal — whether an inspection escalated to a Warning Letter — is validated against FDA's own severity classifications: OAI inspections escalate at 64% versus 1.7% for NAI, a 39× relationship that confirms the data reflects real regulatory behavior.
The 14,810 inspections that escalated to enforcement — every… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/fda-warning-letter-escalation.