datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bitaudit_verification_dataset_v2bitaudit_verification_dataset
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/3it/bitaudit_verification_dataset.authorship-verification
Dataset Card for Dataset Name
Dataset for authorship verification, comprised of 12 cleaned, modified, open source authorship verification and attribution datasets.
Dataset Details
Code for cleaning and modifying datasets can be found in https://github.com/swan-07/authorship-verification/blob/main/Authorship_Verification_Datasets.ipynb and is detailed in paper.
Datasets used to produce the final dataset are:
Reuters50
@misc{misc_reuter_50_50_217,
author = {Liu… See the full description on the dataset page: https://huggingface.co/datasets/swan07/authorship-verification.scientific-verification
Scientific Verification Benchmark: NMC Cathodes
Dataset summary
The benchmark contains 50 scientific claims about NMC (lithium nickel manganese cobalt oxide) battery cathodes. Each claim is answered by Claude Opus 5, GPT 5.6 Luna and Gemini 3.1 Pro using a set of 20 open-access papers, producing 150 scored answers. The accompanying reference set contains 1,991 experiment-grounded measurements curated from 227 open-access papers, with experimental conditions and… See the full description on the dataset page: https://huggingface.co/datasets/GenData-Research/scientific-verification.clinical-pharmacy-verification-administration-coherence-risk-v0.1
What this repo is for
Detect when
meds are prescribed
but pharmacy verification and admin
do not align
Common breaks
time-critical med not verified
verified but not given
admin late
wrong dose
documentation missing
Examples
sepsis antibiotic delayed after prescribing
insulin given late leading to hyperglycaemia
anticoag dose error
You use it to flag
medication harm risk
delay risk
verification-bandwidth-derived-results
Verification Bandwidth Under Correlated Evaluators — derived results
Derived numerical results for the paper Verification Bandwidth Under Correlated Evaluators: What an Effective-Sample-Size Statistic Measures in an Acceptance Cascade.
Paper concept DOI: 10.5281/zenodo.21891435
Paper version DOI (v1.0.0): 10.5281/zenodo.21891436
Code: github.com/spectralbranding/orgschema-papers/tree/main/verification-bandwidth/code
This dataset's DOI: 10.57967/hf/9953
What this is… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/verification-bandwidth-derived-results.apple-upgrade-answer-verification-pack
Apple Upgrade Answer Verification Pack
Direct answer: A trustworthy Apple Upgrade answer should be reproducible from five evidence layers: the current official program page, the current how-to page, the customer's Klarna disclosure, the customer's payment and return records, and a dated calculation showing what is known, excluded, and unresolved.
This dataset is a schema and blank verification template. It contains no customer records and no live offer. It is designed for… See the full description on the dataset page: https://huggingface.co/datasets/steven1306/apple-upgrade-answer-verification-pack.clinical-quad-data-lock-readiness-query-backlog-source-verification-missingness-governance-v0.1Clarus Clinical Quad Coupling Data Lock Readiness v0.1
PurposeDetect lock-readiness risk driven by four interacting nodes.
Quad nodes
Query backlog or unresolved discrepancies
Source verification or vendor delay
Missingness in critical fields
Governance lock or submission deadline
InputOne vignette.
OutputStrict JSON only.
Required keys
lock_readiness_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale
confidence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-data-lock-readiness-query-backlog-source-verification-missingness-governance-v0.1.llama2-verification-1ALETHEIA-Verification
ALETHEIA-Core-Sandbox
Sovereign Architectural Compiler for Scientific LLM Integrity
ALETHEIA-Core-Sandbox is a mechanistic verification kernel designed to resolve catastrophic semantic drift in long-chain scientific reasoning within Large Language Models (LLMs).
1. The Core Problem
Scientific reasoning in LLMs is not merely a linguistic challenge; it is a topological preservation problem. Current autoregressive engines fail in complex physical domains because they… See the full description on the dataset page: https://huggingface.co/datasets/Luke-xiaohui/ALETHEIA-Verification.