datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Logical_Reasoning_Chainslogical-form-d87cef
logical-form-d87cef
Synthetic sensors test data: 50 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Indigo-Patricia/logical-form-d87cef.gender_predictionclinical-diagnostic-logic-fragility-atlas-v0.1What this dataset tests
Diagnostic reasoning as an unfolding narrative with branching choices.
The model must identifywhere the diagnostic manifold bifurcatesand how small inference errors amplifyinto different outcome basins.
Required outputs
critical logic junctures
irreversibility flags
branch entropy score
inference error map
amplification factor
outcome basin divergence report
harm gradient
recoverability index
Par-Four-Fineweb-Edu-Fortified-LogicFiltered for logic with the following scrip:
https://huggingface.co/datasets/Josephgflowers/Par-Four-Fineweb-Edu-Fortified-Logic/resolve/main/find-reason-fine.py
clinical-diagnostic-logic-fragility-atlas-v0.2
Clinical Diagnostic Logic Fragility Atlas v0.2
What this is
A small dataset that tests one question:
Can you detect when diagnostic logic is moving toward fragility, not just carrying ambiguity?
This repo focuses on diagnostic logic breakdown under clinical reasoning pressure.
It models a system where:
diagnostic signal consistency may weaken
hypothesis conflict may rise
evidence may fragment
inference stability may erode before overt decision failure appears… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-diagnostic-logic-fragility-atlas-v0.2.LogicLens
LogicLens
tags: reasoning, logical-evaluation, evidence-extraction
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'LogicLens' dataset comprises paragraphs of text that contain statements which require logical reasoning and evidence evaluation. Each paragraph is assessed for the presence of clear evidence supporting the claims made within. The dataset labels each entry with a binary 'evidence_present' indicator (1 for 'yes', 0… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/LogicLens.