proposal-south-2026 (coming January–March 2026)

Open-source dataset of ~15,000 synthetic + 600 human-labelled small-grant proposals created for the AI4PG 2026 cohort project "Open-Source AI Proposal Shortlisting Assistant".

• Focus: small public-good grants ($1k–$50k) in Asia, Africa, and Latin America
• Content: Title + Abstract + Research Plan (narrative text only)
• Labels: reviewer merit score 0.0–5.0 (regression) + pairwise ranking
• Generated with Llama-3.1-70B + Claude-3.5-Sonnet (diverse prompts)
• 600 proposals human-labelled by Nepal/Africa grant experts (Fleiss κ ≥ 0.65 expected)
• Splits: train / validation / test + large unlabeled pool
• License: CC-BY-4.0

Full dataset, prompts, labelling guidelines, and inter-annotator scores will be uploaded progressively starting January 2026 (month 1 of the project). Final version ready by March 2026.

Part of AI4PG Fast Grants project led by James Shrestha (Open Knowledge Nepal) and Sagar Ghimire (Datopian).