RESEARCH DATA INTELLIGENCE
AEQUO PRODUCT / 02

Scientific Result Extraction

An evidence-centred agent workflow for finding, extracting, reconciling, and documenting quantitative results reported in papers and supplementary information.

PreviewResearchers building structured datasets from chemistry and materials literature.
AQ
RESEARCH WORKFLOW
/02
OVERVIEW

Designed around the research task.

A source-grounded workflow designed to turn already parsed scientific literature into structured result records. It separates reported values from sample identity, experimental conditions, protocols, and comparability notes while retaining links to the source evidence.

Core capabilities

  • Source-centric and feature-centric discovery passes
  • Extraction of reported values with condition context
  • Evidence-linked records and omission audits
  • Independent result reconciliation and conflict tracking
  • Structured feature dictionaries with units and aliases

Typical inputs

  • Prepared literature corpus
  • Parsed MAIN/SI text and tables
  • Research scope or feature schema

Research outputs

  • Result feature records
  • Deduplicated feature dictionary
  • Evidence and reconciliation records

Technology

Agent SkillsOpenCodePythonCSVJSON