README.md

metadata

license: mit
task_categories:
  - text-classification
  - text-generation
language:
  - en
tags:
  - science
  - fact-checking
  - claim-verification
  - adaption
  - autoscientist
  - owid
  - who
  - world-bank
  - cdc
size_categories:
  - n<1K

Numeric Claim Verifier (Science) — Adaption AutoScientist

Programmatically verified prompt/completion pairs for scientific and statistical numeric claim verification.

Labels

• correct — claim matches ground-truth tables
• wrong_direction — trend/sign reversed
• wrong_magnitude — right direction, wrong size (25–70% offset)
• unverifiable — no matching source row (real entity + absent metric)

Sources

• Our World in Data CO₂ / Energy
• WHO GHO life expectancy
• World Bank life expectancy
• CDC leading causes of death

All true_values are recomputed from downloaded raw files (never hand-typed).

Adaption

• Dataset ID: 8b2324dc-2fab-4992-9bde-8c246516d737
• Name: quantitative_claim_verification
• Best AutoScientist win rate: 64.51% (Llama 3.3 70B LoRA)

Columns

• prompt
• completion

Citation

Adaption AutoScientist Challenge — Science category (Hack India).