---
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_value`s 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).