Published July 25, 2025 | Version v1
Dataset Open

Parallel SKG Annotations and Gold-Standard for 70 AI Papers

  • 1. ROR icon Universidad Politécnica de Madrid

Description

  • This dataset accompanies the study "Are Scientific Annotations Consistently Represented across Science Knowledge Graphs?". It contains parallel category annotations from four major Scientific Knowledge Graphs (SKGs)—OpenAlex, OpenAIRE, ORKG, and Papers with Code—for 70 AI-related publications.
    Two versions are provided:

    • initial_dataset.json: raw annotations retrieved directly from SKG APIs or dumps with minimal processing.

    • gold_standard.json: manually curated gold-standard containing only annotations judged to be semantically accurate.
      The datasets support evaluation of SKG annotation quality and consistency.

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Files

gold_standard.json

Files (356.3 kB)

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Additional details

Dates

Submitted
2025-07-01