datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
chronos-human-ai-history-interpretationpaper: https://github.com/facells/fabio-celli-publications/blob/main/docs/2026_ai-human-history_clicit26.pdf
legal-contract-interpretation-coherence-loss-v0.1What this dataset is
You receive
clause text
context or trade usage
extrinsic evidence
ambiguity indicators
interpretation approach signals
outcome signals
You decide
Does interpretation stay stable
Answer
coherent
or
incoherent
Why this matters
Interpretation coherence loss predicts
parol evidence admission
summary judgment denial
litigation cost blowouts
settlement pressure
legal-statutory-interpretation-drift-pressure-v0.1What this dataset is
You receive
statutory text
claimed intent
interpretation move
context signals
legislative history
You decide
Does interpretation stay inside text and intent
Answer
coherent
or
incoherent
Why this matters
When text and intent diverge
courts split
appeals rise
amendment pressure builds
This dataset measures statutory coherence decay before doctrinal fracture.
Do full repo ClarusC64/legal-statutory-age-obsolesce